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Tiek rādīts(-i) 251946 Rezultāti

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Raskaan kaluston asentaja, Vantaa, Värväämö Group Oy
Värväämö Group Oy
Finland, Vantaa
Raskaan kaluston asentaja Etsimme asiakkaallemme osaavaa ja motivoitunutta raskaankaluston asentajaa vakituiseen työsuhteeseen. Tehtävässä työskentelet erityisesti kuorma-autojen parissa, joten aiempi kokemus niiden huollosta ja korjauksista on tärkeää. Työ sopii sinulle, joka viihdyt käytännön tekemisessä, ratkot ongelmia oma-aloitteisesti ja arvostat laadukasta työnjälkeä. Mitä työ sisältää? Kuorma-autojen ja muun raskaan kaluston huolto-, korjaus- ja kunnossapitotehtävät Mekaanisten vikojen diagnosointi ja korjaus (moottori, voimansiirto, hydrauliikka) Sähkövikojen selvitys ja korjaaminen Määräaikaishuollot valmistajan ohjeiden mukaan Lisävarusteasennukset ja muutostyöt Työskentely itsenäisesti osana ammattitaitoista tiimiä Työaika Arkisin klo 816 (mahdollisuus liukumaan tilanteen mukaan) Mitä odotamme sinulta? Kokemusta kuorma-autojen huollosta ja korjauksesta Taustaa raskaankaluston tai linja-autojen parissa työskentelystä Alan koulutusta Itsenäistä ja ratkaisukeskeistä työotetta Motivaatioista asennetta ja halua kehittyä Tarjoamme sinulle Vakaan ja pitkäaikaisen työn luotettavassa yrityksessä Monipuoliset ja mielenkiintoiset työtehtävät Mahdollisuuden kehittää omaa osaamista Kannustavan ja osaavan tiimin tuen Kilpailukykyisen palkan kokemuksesi mukaan Kiinnostuitko? Lähetä hakemuksesi ja CV:si haluamme kuulla sinusta! Aloitamme haastattelut jo hakuaikana, joten toimithan pian. Lisätietoja tehtävästä antaa Jarkko, tiistaisin klo 14-16 ja keskiviikkoisin klo 12-14 puh. 040 587 1333.
Hitsaaja Outokumpuun
HR Satama
Finland, Outokumpu
Hitsaaja OutokumpuunLiity teräsalan huippuammattilaisten joukkoon!Etsimme osaavaa ja itsenäiseen työhön kykenevää vahvistusta, joka on valmis tarttumaan uusiin haasteisiin MIG- ja MAG-hitsauksen parissa. Työstettävä materiaali on pääosin musta rauta. Pääset työskentelemään Suomessa laajasti toimivassa, kasvavassa teollisuusalan yrityksessä, jossa yhdistyvät ammattitaito, moderni työympäristö ja hyvä tekemisen meininki. Mitä tulet tekemään?Teräsrakennehitsausta MIG- ja MAG-menetelmillä piirustusten mukaisestiYhteistyötä ammattitaitoisen tiimin kanssaOman osaamisesi jatkuvaa kehittämistä Mitä odotamme:Sinulla on alan koulutus ja/tai työkokemusta hitsauksestaHallitset sujuvasti suomen tai englannin kielenTyöskentelet itsenäisesti mutta viihdyt myös tiimissäOlet valmis kahteen vuoroon ja joustava työaikojen suhteenVoimassa olevat hitsauspätevyyden todistukset ovat eduksesi tässä tehtävässä Mitä tarjoamme? Pitkäaikainen työsuhde Modernit työkalut ja nykyaikainen työympäristö Rento ja ammattitaitoinen työporukka Palkkaus Teknologia TES:in mukaan, osaamisesi ja aiempi kokemus huomioidenMuuta: Aloitus: Heti sopivan henkilön löydyttyä Sijainti: Outokumpu Työaika: 2-vuorotyö Näin haetLähetä hakemuksesi ja CV:si rekrytointijärjestelmäämme jo tänään – käsittelemme hakemuksia koko hakuajan ja täytämme paikan heti sopivan henkilön löydyttyä! Hae nyt: rekry.hrsatama.fi/jobs Lisätiedot: suorahakutiimi@hrsatama.fiHR Satama – Teemme työnhausta helppoa! www.hrsatama.fi Seuraa meitä:LinkedIn | Facebook | Instagram
Rakennusapulainen
Eezy henkilöstöpalvelut Oy
Finland
Haemme Rakennusapulaisia asiakkaillemme Rovaniemelle ja Lappiin! Etsimme reippaita ja motivoituneita rakennusapulaisia erilaisiin rakennustyömaille useille asiakkaillemme. Työt alkavat projektien mukaan ja sijoittuvat Rovaniemen alueelle sekä eri puolille Lappia. Työ sopii hyvin alan opiskelijoille, uransa alkuvaiheessa oleville tai jo kokemusta kerryttäneille tekijöille. Asenne, luotettavuus ja halu oppia ovat työssä avainasemassa. Työtehtävät avustavat tehtävät rakennustyömailla materiaalien kantaminen ja siirtäminen työmaan yleiset huolto- ja siisteystehtävät purku- ja valutyöt osaamisen mukaan yhteistyö työmaan muiden ammattilaisten kanssa Odotamme sinulta hyvää fyysistä kuntoa ja reipasta työotetta oma-aloitteisuutta ja kykyä toimia osana tiimiä voimassa olevaa työturvallisuuskorttia aikaisempi rakennustyökokemus katsotaan eduksi, mutta ei ole välttämätöntä sujuvaa suomen kielen taitoa joustavuutta vaihteleviin työaikoihin Tarjoamme monipuolista työtä eri rakennuskohteissa mahdollisuuden oppia ja kasvaa rakennusalan tehtävissä palkkauksen osaamisen ja kokemuksen mukaan luotettavan työnantajan ja mukavan työporukan Kiinnostuitko? Lähetä hakemuksesi ja CV:si meille jo tänään! Käsittelemme hakemuksia saapumisjärjestyksessä. Tiesithän, että Eezyllä voit työskennellä myös monilla muilla aloilla – etsimme sinulle sopivat tehtävät taustasi ja kiinnostuksesi mukaan. Yhteystiedot Eezy Lappi 040 018 8666 rovaniemi.eezy@eezy.fi www.eezy.fi
CNC-sorvaaja Pirkkalaan
HR Satama
Finland, Tampere
Etsimme asiakasyrityksellemme ammattitaitoista lisäystä tiimiin nimikkeellä..CNC-sorvaaja PirkkalaanTyötä pääset tekemään CNC-sorvauksen parissa Fanuc -ohjauksella.Työtä tehdään asiakasyrityksemme viihtyisissä tiloissa ja työhön tarjotaan kattava perehdytys.Tulet menestymään tehtävässä, mikäli omaat toimeen tarttuvan työotteen, ja aidon halun kehittyä koneistuksen parissa vielä entistäkin paremmaksi. Arvostamme alalle sopivaa koulutustaustaa, sekä aiempaa työkokemusta samanlaisista tehtävistä.Tarjoamme pitkäaikaisen työsuhteen vahvaan kasvuun tähtäävässä, perinteikkäässä ja vakavaraisessa asiakasyrityksessämme. Pääset työskentelemään innostavan ja kannustavan tiimin tuella yritykseen, jossa työn laatu on kunnia-asia.Työstä maksamme osaamistasi vastaavan palkan Teknologiateollisuuden TES mukaisesti, joten kerrothan meille palkkatoiveesi. Paikka täytetään heti sopivan henkilön löydyttyä, joten viimeistän nyt on sopiva hetki jättää hakemuksesi ja CV:si rekrytointijärjestelmäämme!MuutaAloitus: Heti sopivan henkilön löydyttyäKesto: Pitkäaikainen, vakituinenSijainti: PirkkalaTyöaika: 2-vuorotyöMeille voit rekisteröityä vaikka Facebook tai LinkedIn tunnuksilla - teemme asioista yksinkertaista ja helppoa! =>hrsatama.fiJätäthän hakemuksesi järjestelmämme kautta, jotta voimme käsitellä sen tietoturvallisesti. Valitettavasti emme vastaanota sähköpostitse lähetettyjä hakemuksia, vaan toivomme kaikki hakemukset samaan kanavaan.Terveisin,Suorahakutiimi, HR Satamawww.hrsatama.fiSeuraa meitä somessa:https://www.linkedin.com/company/hrsatama/https://www.facebook.com/HRSatama/https://www.instagram.com/hrsatama
Förste forskningsingenjör till ISY
Linköpings Universitet
Sweden
Vi har kraften från över 40 000 studenter och medarbetare. Studenter som ger framtidshopp. Medarbetare som varje dag bidrar till att Linköpings universitet tar sig an samtidens utmaningar. Vår värdegrund vilar på trovärdighet, tillit och trygghet. Genom att vara modiga, tänka fritt och göra nytt skapar vi tillsammans, med stora och små handlingar, en bättre framtid. Välkommen att söka jobb hos oss! Om jobbet Avdelningen för datorseende och lärande system har nu behov av att förstärka teamet med en förste forskningsingenjör. Tjänsten är en tidsbegränsad tjänst på 12 månader. Som förste forskningsingenjör är din uppgift att bidra till avdelningens forskningsverksamhet genom att bygga stora maskininlärningsmodeller för visuell data, träna dessa under beaktandet av balanserade resultat (dvs rättvisa prediktioner) på relevanta superdatorsystem (Berzelius och NAISS infrastruktur), utvärdera deras prestanda med hjälp av transparenta metoder och dokumentera samtliga aktiviteter på vetenskaplig nivå. Om dig Vi söker dig med en doktorsexamen eller en utländsk examen som bedöms motsvara doktorsexamen inom elektro- och systemteknik med inriktning mot datorseende, maskininlärning eller motsvarande. Goda kunskaper i att kommunicera engelska i tal och skrift är ett krav. För denna tjänst krävs det även erfarenhet av att implementera maskininlärningsmodeller på superdatorer, kunskap om metodik för balanserad eller rättvis maskininlärning, och erfarenhet inom interdisciplinära samarbetsprojekt. Kännedom om den lokala verksamheten samt en god förmåga att kommunicera med andra forskare och att organisera arbete i grupp är särskilt meriterande. Din arbetsplats Avdelningen för datorseende och lärande system (CVL) vid Institutionen för systemteknik (ISY) har en dynamisk forskningsmiljö med totalt cirka 40 medarbetare. Detta inkluderar sex fakultetsmedlemmar, biträdande lektorer, postdoktorer och doktorander, där doktorander utgör hälften av personalen, samt flera adjungerade forskare. CVL bedriver forskning och utbildning på grund-, avancerad och forskarnivå inom maskininlärning för datorseende. LiU har nämnts som en av Sveriges starkaste AI universitet i Vinnovas rapport från 2025. Vi har pågående forskningsverksamhet inom WASP (Wallenberg AI, Autonomous Systems and Software Program), ELLIIT (SRA), LiU:s profilområde VDF (Visual Digital Futures) och LiU Excellenscenter AI4x. För mer information om vår verksamhet, besök gärna vår webbsida: https://liu.se/organisation/liu/isy/cvl. För att få veta mer om ISY, gå till: https://liu.se/artikel/lediga-tjanster-pa-isy. Om anställningen Tjänsten är på heltid och tidsbegränsad på 12 månader. Tillträde enligt överenskommelse. Säkerhetskontroll kan komma att genomföras innan beslut om anställning fattas. Lön och förmåner Linköpings universitet tillämpar individuell lönesättning.  Läs mer om förmåner för anställda här. Fackliga kontaktpersoner Information om fackliga kontaktpersoner, se Hjälp för sökande Vi välkomnar sökande med olika bakgrund, erfarenheter och perspektiv, det berikar och utvecklar vår verksamhet. För oss är det självklart att värna om allas lika värde, rättigheter och möjligheter. Läs om vårt arbete med Lika villkor. Välkommen med din ansökan! Linköpings universitet har upphandlade avtal och undanber oss direktkontakt från bemannings- och rekryteringsföretag samt försäljare av platsannonser.
Klusjeman op een school M/V/X
SINT-GOEDELE BRUSSEL
Belgium, Sint-Pieters-Woluwe

Als onze klusjesman bent u verantwoordelijk voor een breed scala aan onderhouds- en reparatiewerkzaamheden. Uw dagelijkse taken omvatten:

  • Uitvoeren van kleine elektriciteitswerken, zoals het vervangen van stopcontacten, het repareren van lichtschakelaars, en het oplossen van kleine elektrische storingen.
  • Opvolgen en onderhouden van het sanitair, inclusief reparaties aan toiletten, kranen en lekkages.
  • Opvolgen en onderhouden van verwarmingsinstallaties
  • Uitvoeren van kleine reparaties (zoals het vervangen van lampen, reparatie van meubilair, enz.).
  • Algemeen onderhoud van het gebouw en de omliggende terreinen, zoals schilderen, kleine loodgieterij, en het schoonhouden van de buitenruimtes.
  • Signaleren van problemen of slijtage .
  • Zorgen voor een veilige en nette werkomgeving.

Deze takenlijst kan worden aangepast afhankelijk van de specifieke behoeften van onze organisatie en uw vaardigheden.

 

 

 

 

 

Wij vragen:

  • Ervaring in een soortgelijke functie
  • Zelfstandig kunnen werken alsook in teamverband
  • Goede communicatieve vaardigheden
  • Probleemoplossend vermogen
  • Een dynamische werkomgeving
  • Marktconform salaris
  • Flexibele werkuren
  • Ruimte voor eigen initiatief en ontwikkeling
  • Een collegiaal en ondersteunend team
MONITEUR·ICE pour notre ÉPICERIE-BOULANGERIE (H/F/X) - Contrat de remplacement - MI-TEMPS (19h) H/F/X
LA FERME NOS PILIFS
Belgium, Neder-Over-Heembeek

Votre fonction

  • Encadrer des personnes en situation de handicap dans la vente de produits alimentaires durable
  • Stimuler la dynamique commerciale et participer à la gestion administrative de l'épicerie
  • Assurer un soutien administratif et commercial à la boulangerie
  • Travail en semaine et le week-end (en moyenne 1 weekend sur 2)

Profil recherché

  • Enseignement secondaire supérieur (A2)
  • Formation ou expérience en vente de produits alimentaires (commerce de proximité, bio, circuits-courts, ...)
  • Orientation commerciale/client (animation du point de vente, optimisation de l'offre, communication,...)
  • Capacité d'encadrement de travailleur·euses en situation de handicap (patience, empathie, pédagogie, délégation, écoute)
  • Bonnes connaissances et intérêt pour l'alimentation durable (biologique, équitable, locale et de saison, en circuits courts)
  • Capacités administratives et d'organisation + maîtrise des outils informatiques 
  • La pratique du néerlandais est un atout

Nous offrons

  • Contrat de remplacement à mi-temps (19h) avec évolution vers un 30,4h à partir du mois de juillet 
  • Entrée en service immédiate
  • Travail en semaine et le week-end (en moyenne 1 weekend sur 2)
  • Salaire selon la CP327.02
  • Chèques-repas
  • Abonnement STIB
PhD Candidate in AI-native Orchestration and Resilience Assurance for 5G/6G Networks
NTNU FAKULTET FOR INFORMASJONS- TEKNOLOGI OG ELEKTRONIKK
Norway, TRONDHEIM

This is NTNU

NTNU is a broad-based university with a technical-scientific profile and a focus in professional education. The university is located in three cities with headquarters in Trondheim.

At NTNU, 9,000 employees and 43,000 students work to create knowledge for a better world.

You will find more information about working at NTNU and the application process here.

   

Video: https://youtu.be/Xt-yHCN5QS0

About the position

The Department of Information Security and Communication Technology invites applications for a fully funded PhD position on AI-driven network operations for cloud-native 5G/6G networks. The project will explore the mechanisms, control loops, and open interfaces needed to use Generative AI (GenAI) and Agentic AI safely and efficiently to operate modern softwarized network infrastructures.

Telecom networks are rapidly moving to cloud-native network functions (CNFs) and microservices deployed across core, regional cloud, and edge. This enables fast innovation, but it also makes operations harder as services have many dependencies, failures and performance degradations can cascade across domains and slices, and platforms are often multi-vendor with different APIs and data formats. At the same time, GenAI and Agentic AI can help engineers understand alarms and logs, propose recovery steps, and even execute actions—yet in carrier-grade networks every action must be correct, controllable, auditable, and SLA-compliant.

The PhD work is grounded in the systems reality of deploying AI agents against real network platforms, where decisions about whether to execute at the edge or in the cloud carry direct consequences for latency, bandwidth, and privacy. Any action an agent proposes must be validated and verified before it is applied, e.g., through policy gates, invariants, staged rollouts, and rollback mechanisms so that automation remains within sanctioned boundaries. Underpinning both is the need for dependability models that, combined with telemetry-driven learning, can guide self-healing decisions in a way that reduces downtime without inducing oscillation or cascading secondary failures.

The research focus is hands-on and systems-oriented: the candidate will build a closed-loop, verifiable self-healing prototype for cloud-native 5G/6G operations, evaluate it under realistic degradations (failures/underperformance), and produce results that matter for both academia and industry—fewer SLA violations, faster recovery, and safer automation.

Are you motivated to take a step towards a doctorate and open for exciting career opportunities? As a PhD Candidate with us, you will work to achieve your doctorate, and at the same time gain valuable experience that qualifies you for a further career in higher education and research, in and outside academia. The successful candidate will be offered a 4 year appointment that includes teaching responsibilities.

Your immediate leader will be the Head of the Communication Technology Unit at the Department of Information Security and Communication Technology. The workplace will be located in Trondheim.


Duties of the position

  • Complete the doctoral training and successfully obtain a PhD degree
  • Conduct high-quality research within the scope outlined for the position
  • Publish scientific results in recognized venues and contribute to their public dissemination 
  • Actively participate in the Networking research group and its ongoing research activities
  • Engage in international activities such as conferences and/or undertake research stays at foreign educational institutions
  • Teaching and supporting of learning activities in courses related to networking
  • Contribute to career-development activities that support your progress as an independent researcher

Be prepared for changes to your work duties after employment.


Required selection criteria

  • You must have a relevant master’s degree in telecommunications, computer networks, computer science or equivalent, with a strong background on theoretical and applied ML/AI. Your course of study must correspond to a five-year Norwegian course, where 120 credits have been obtained at master's level. 
  • Master students can apply, but the master's degree must be obtained and documented before starting the position, and no later than 1-st of September 2026. Eligible candidates may, where applicable, pursue an Integrated PhD programme. Further information is available in Integrated PhD.
  • You must have a strong academic background from your previous studies and have an average grade from your Master's degree study, or equivalent education, which is equal to B or better compared to NTNU's grading scale. If you do not have letter grades from previous studies, you must have an equally good academic foundation. If you have a weaker grade background, you may be considered if you can document that you are particularly suitable for a PhD education.
  • A project outline (max. 1000 words / 3 pages) describing research questions, theoretical perspective, methodological approach, and an initial progress plan for the project.
  • You must meet the requirements for admission to the to the PhD program in Information Security and Communication Technology.
    • Applicants who do not master a Scandinavian language and are not native English speakers must provide evidence of good written and spoken English language skills. The following tests can be used as such documentation: TOEFL, IELTS or Cambridge Certificate in Advanced English (CAE) or Cambridge Certificate of Proficiency in English (CPE). Minimum scores are:
    • TOEFL: 600 (paper-based test), 92 (Internet-based test).
    • IELTS: 6.5, with no section lower than 5.5 (only Academic IELTS test accepted).
    • CAE/CPE: grade B or A

PLEASE NOTE: For detailed information about what the application must contain, see paragraph “About the application”.

The appointment is to be made in accordance with NTNUs guidelines for recruitment positions and Regulations for the degrees philosophiae doctor (ph.d.) and philosophiae doctor (ph.d.) in artistic development work at the Norwegian University of Science and Technology (NTNU) for general criteria for the position.


Preferred selection criteria

  • Practical experiences with networked systems and multi-vendor softwarized environments
  • Exposed to hands-on experience with 5G access/core testbeds and open-source solutions
  • Good experience with Infrastructure as Code tools, DevSecOps and/or AIOps practices 
  • Relevant publication activities will be considered an advantage
  • Good oral and written presentation skills in Norwegian/Scandinavian language

Personal characteristics

To complete a doctoral degree (PhD), it is important that you can: 

  • Work independently, in a structured way, set goals and make plans to achieve them
  • Present and discuss your research with other professionals
  • Be highly motivated by fundamental scientific research of practical relevance
  • Get involved and contribute constructively with feedback
  • Be flexible and open to adjusting the plan for the project as needed

In the evaluation of which candidate is best qualified, emphasis will be placed on education, experience and personal suitability, as well as motivation, in terms of the qualifications specified in the advertisement.


We offer

As a PhD Candidate at NTNU, you will have access to employee benefits.


Diversity

Diversity is a strength, and at NTNU we aim to be an employer that reflects the diversity in society and that makes use of the potential of the population's collective skills. Our vision is Knowledge for a better world and our values ​​are creative, critical, constructive and respectful. We believe that an organization that is equal, diverse and gender-balanced is essential for us to achieve our goals. 

We strive to attract employees with different skills, life experiences and perspectives to contribute to even better problem solving of our societal mission in research and education. 

If you think this position is relevant and interesting, we encourage you to apply, regardless of gender, functional ability and cultural background, or whether you have been out of work for a period of time.

At NTNU we want to increase the proportion of women in scientific positions. We have a number of measures to promote equality.


Salary and conditions

In the position of PhD Candidate, code 1017, your gross salary will normally be NOK 550 800,-per annum depending on qualifications and seniority. A 2% statutory contribution to the State Pension Fund is deducted from the salary. 

The employment period is 4 years for the doctoral work including teaching duties. Integrated PhD study candidates are welcome to apply. For more information on the Integrated PhD programme you may check here.

For employment as a PhD Candidate, it is a prerequisite that you gain admission to the PhD programme in PhD program in Information Security and Communication Technology within three months of your employment contract start date, and that you participate in an organized doctoral programme throughout the period of employment.

As an employee at NTNU, it is important that you keep yourself up to date with academic and organizational changes and adapt to them.

For the necessary professional and social interaction, it is a prerequisite that you are physically present and available to the institution on a daily basis.

The appointment is carried out in accordance with the principles of the State Employees Act, and Export control (legislation that regulates the export of knowledge, technology and services). Candidates who, after assessment of the application and attachments, are considered to be in conflict with the criteria in the latter act, will not be able to be employed.


About the application

The attachments (including a description of your scientific work) must accompany the application as these documents form the basis of the application assessment. The documents must be in Norwegian/a Scandinavian language or English. 

Please note: the application will only be assessed on the basis of the information we have received by the application deadline. Therefore, make sure that your application clearly shows how your skills and experience meet the criteria described above. The application and all attachments must be sent electronically via Jobbnorge.no. If you are invited to an interview, you must bring certified copies of certificates and diplomas upon request.

The application must include:

  • Transcripts and diplomas for Bachelor's and Master's degrees
  • Curriculum Vitae (CV) 
  • Copy of Master's thesis. If you have recently submitted your Master's thesis, you can attach a draft of the thesis. Documentation of a completed Master's degree must be presented before taking up the position.
  • A project outline (max. 1000 words / 3 pages) describing research questions, theoretical perspective, methodological approach, and an initial progress plan for the project.
  • Short letter of motivation (400 words/1 page)
  • Publications or other relevant research work (if applicable)
  • Certificates or other relevant documentation (if applicable)
  • Link(s) to public GitHub (or similar) repositories or other code portfolios demonstrating relevant programming experience (e.g., in C++, Python, or Java) (if available)
  • If the thesis has been recently submitted, a draft may be attached.
  • Names and contact information of three relevant referees

If all, or parts, of your education has been taken abroad, we also ask you to attach documentation of the scope and quality of your entire education, both Bachelor's and Master's education, in addition to other higher education. If your institution uses “diploma supplement” (normal for most European institutions), you must attach this. A description of the documentation required can also be found here. If you already have a statement from Norwegian Directorate for Higher Education and Skills (HK-dir), please attach this as well. 

Joint work will be considered. If it is difficult to identify your contribution to joint work, you must attach a brief description of your participation.

When assessing the best qualified, we emphasize necessary qualifications such as education, experience and personal suitability. Motivation for the position, ambitions, and potential for research will also count when assessing the candidates.

NTNU recognizes a wide range of academic contributions and has committed itself to The San Francisco Declaration on Research Assessment and CoARA (responsible assessment of research and recognition of a greater breadth of academic contributions in accordance with NTNU's social mission).


General information

A public list of applicants with name, age, job title and municipality of residence is prepared after the application deadline. If you wish to be exempt from entry on the public applicant list, this must be justified. Assessment will be made in accordance with current legislation. You will be notified if the exemption is not granted.

If you think this position looks interesting and in line with your qualifications, you are welcome to apply.

If you have any questions about the position, please contact Associate Professor Besmir Tola, email: besmir.tola@ntnu.no

If you have any questions about the recruitment process, please contact HR consultant Julie Lindland, email: julie.lindland@ntnu.no.

Application deadline: 26.04.2026.

For practical information about working at NTNU, please visit this webpage. 

The city of Trondheim is a modern European city with a rich cultural scene. Trondheim is the tech capital of Norway with a population of 200,000. The Norwegian welfare state, including healthcare, schools, kindergartens and overall equality, is probably the best of its kind in the world. Professional subsidized day-care for children is easily available. Furthermore, Trondheim offers great opportunities for education (including international schools) and possibilities to enjoy nature, culture and family life and has low crime rates and clean air quality. 


Om arbeidsgiveren:

NTNU - knowledge for a better world

The Norwegian University of Science and Technology (NTNU) creates knowledge for a better world and solutions that can change everyday life.

Department of Information Security and Communication Technology

Research is vital to the security of our society. We teach and conduct research in cyber security, information security, communications networks and networked services. Our areas of expertise include biometrics, cyber defence, cryptography, digital forensics, security in e-health and welfare technology, intelligent transportation systems and malware. The Department of Information Security and Communication Technology is one of seven departments in the Faculty of Information Technology and Electrical Engineering .

PhD Candidate in Mathematical Foundations of Machine Learning for Sequential Data
NTNU SENTRALADMINISTRASJONEN
Norway, TRONDHEIM

This is NTNU

NTNU is a broad-based university with a technical-scientific profile and a focus in professional education. The university is located in three cities with headquarters in Trondheim.

At NTNU, 9,000 employees and 43,000 students work to create knowledge for a better world.

You will find more information about working at NTNU and the application process here.

   

Video: https://youtu.be/Xt-yHCN5QS0

About the position

A new PhD fellowship in path signatures, stochastic analysis, and learning from sequential data is available at the Department of Mathematical Sciences at the Norwegian University of Science and Technology (NTNU) in Trondheim. The project will be supervised by Prof. Kurusch Ebrahimi‑Fard and is connected to the research activities of the national project SURE‑AI.

The PhD project focuses on developing mathematical and computational methods based on path signatures and related algebraic and analytic structures for the analysis and modelling of complex sequential data. Path signatures, originating in stochastic integration and rough path theory, provide expressive representations of time‑dependent data through sequences of iterated integrals and have recently gained significant attention in machine learning and data science. The project will investigate how these representations can be combined with concepts from physics‑inspired machine learning, drawing on statistical physics, dynamical systems, and stochastic processes, to design robust, interpretable, and mathematically principled learning methods. Particular emphasis will be placed on learning from noisy, high‑dimensional, and irregular data. Possible research directions include exploring connections between signature‑based feature maps and emerging quantum‑inspired or hybrid computational approaches to machine learning. Potential applications span time‑series analysis, dynamical system modelling, and the data‑driven study of stochastic phenomena.

The successful candidate will be offered a three‑year PhD position at the Department of Mathematical Sciences, NTNU, with the main workplace in Trondheim, Norway. A six‑ to twelve‑month extension with teaching duties may be offered. As a PhD Candidate with us, you will work toward your doctoral degree while gaining valuable experience that will prepare you for a career in research and higher education, within or beyond academia.

Your immediate leader will be the Head of Department.


About the project

SURE-AI: a National AI initiative: Six national research centres for Artificial Intelligence (AI) were launched in the Fall of 2025. These centres will foster interdisciplinary collaboration among researchers to address both scientific and societal challenges, develop new technologies, understand the impact of AI, and drive innovation across both the business and public sectors. This initiative is established and financed through the government's significant investment in artificial intelligence over the next five years.

SURE-AI is a Norwegian AI center funded by the Research Council of Norway (2025-2030). The primary objective is to create a new generation of algorithms for inference and decision-making by pushing the boundaries of the underlying computational techniques. SURE-AI researchers will drive a transformative leap in AI through a groundbreaking Centre initiative dedicated to making AI more efficient, transparent and safe, addressing the critical challenges of resource consumption, behavior unpredictability and ethical alignment with human and societal values. The centre involves senior researchers from well-renowned national and international research institutions, in close collaboration with industry and public sector. Overall, SURE-AI includes 19 national Norwegian partners, as well as researchers from 15 international institutions. More on the project at http://sure-ai.no.


Duties of the position

  • Complete the doctoral education until obtaining a doctorate.
  • Carry out research of high quality within the framework described above.
  • Academic publications and popular science dissemination.
  • Contribute in the SURE-AI project activities.
  • Participate in the Differential Equations and Numerical Analysis (DNA) research group at IMF.
  • Participate in international activities such as conferences, schools, and research stays at foreign educational institutions.
  • Possibility for teaching and other career enhancing duties.

Be prepared for changes to your work duties after employment.

SURE-AI is firmly committed to excellence in both cutting-edge research and training of outstanding young researchers. Applicants are expected to familiarize themselves with the SURE-AI Excellence Expectation Alignment document. The appointed candidate is expected to demonstrate and uphold these standards and actively contribute to one or more of SURE-AI’s work packages and innovation clusters, engage in collaboration across the SURE-AI network, and participate in all relevant center activities.


Required selection criteria

  • Applicants must hold a relevant Master's degree in mathematics or equivalent. The degree must correspond to a five-year Norwegian programme of study, with at least 120 credits obtained at Master's level. Current Master's students are welcome to apply, provided that the degree is completed and documented prior to taking up the position, and no later than 30 October 2026.
  • You must have a strong academic background from your previous studies and have an average grade from your Master's degree study, or equivalent education, which is equal to B or better compared to NTNU's grading scale. You must meet the requirements for admission to the faculty's Doctoral Programme.
  • If you are in your master’s program, integrated PhD could be an option. Your MSc grades after your fourth year need to be completed with a grade B or better, in addition the IE-faculty require that your Bachelor degree is completed with a grade C or better. For more information see: Integrated PhD - Faculty of Information Technology and Electrical Engineering - NTNU.
  • Research oriented master thesis.
  • Good oral and written presentation skills in English.

PLEASE NOTE: For detailed information about what the application must contain, see paragraph “About the application”.

The appointment is to be made in accordance with NTNUs guidelines for recruitment positions and Regulations for the degrees philosophiae doctor (ph.d.) and philosophiae doctor (ph.d.) in artistic development work at the Norwegian University of Science and Technology (NTNU)for general criteria for the position.


Preferred selection criteria

  • Good knowledge of stochastic analysis and/or advanced algebra or algebraic topology.
  • Knowledge and experience of machine learning.

Personal characteristics

To complete a doctoral degree (PhD), it is important that you are able to:

  • Work independently.
  • High self-motivation.
  • Work in a structured way, set goals and make plans to achieve them.
  • Show curiosity and a strong motivation for the subject.
  • Reflect upon your work with an open-minded attitude.
  • Present and discuss your research with other professionals.
  • Get involved and contribute constructively with feedback.
  • Work constructively under pressure or in the face of adversity.
  • Analyze data, assess different perspectives and draw well-founded conclusions.
  • Be flexible and open to adjusting the plan for the project as needed.

Emphasis will be placed on personal qualities.


We offer

Evaluate and remove/add what is relevant for the position.

As a PhD Candidate at NTNU, you will have access to employee benefits.


Diversity

Diversity is a strength, and at NTNU we aim to be an employer that reflects the diversity in society and that makes use of the potential of the population's collective skills. Our vision is Knowledge for a better world and our values ​​are creative, critical, constructive and respectful. We believe that an organization that is equal, diverse and gender-balanced is essential for us to achieve our goals. 

We strive to attract employees with different skills, life experiences and perspectives to contribute to even better problem solving of our societal mission in research and education. 

If you think this position is relevant and interesting, we encourage you to apply, regardless of gender, functional ability and cultural background, or whether you have been out of work for a period of time.

At NTNU we want to increase the proportion of women in scientific positions. We have a number of measures to promote equality.


Salary and conditions

In the position of PhD Candidate, code 1017, your gross salary will normally be NOK 550 800,-per annum depending on qualifications and seniority. A 2% statutory contribution to the State Pension Fund is deducted from the salary. 

In case of an integrated PhD, you will be employed as a "vit. ass", code 1019, in a 50% position during the first 2 years. Your gross salary will normally start at NOK 490 000,- per annum. When the master degree of 30 credits is completed (with a grade of B or better), you will be employed as a PhD Candidate in code 1017 (see above).

The employment period is 3 years for the doctoral work. The department might be able to offer 6 to 12 months extension for career promotion work, depending on qualifications and motivation.

For employment as a PhD Candidate, it is a prerequisite that you gain admission to the PhD programme in mathematical sciences (https://www.ntnu.no/studier/phma) within three months of your employment contract start date, and that you participate in an organized doctoral programme through out the period of employment.

The position is conditional on external funding.

As an employee at NTNU, it is important that you keep yourself up to date with academic and organizational changes and adapt to them.

For the necessary professional and social interaction, it is a prerequisite that you are physically present and available to the institution on a daily basis.

The appointment is carried out in accordance with the principles of the State Employees Act, and Export control (legislation that regulates the export of knowledge, technology and services). Candidates who, after assessment of the application and attachments, are considered to bein conflict with the criteria in the latter act, will not be able to be employed.


About the application

The attachments (including a description of your scientific work) must accompany the application as these documents form the basis of the application assessment. The documents must be in Norwegian/a Scandinavian language or English.

Please note: the application will only be assessed on the basis of the information we have received by the application deadline. Therefore, make sure that your application clearly shows how your skills and experience meet the criteria described above. The application and all attachments must be sent electronically via Jobbnorge.no. If you are invited to an interview, you must bring certified copies of certificates and diplomas upon request.

The application must include:

  • Transcripts and diplomas for Master's degrees and Bachelor`s degree (if applicable).
  • CV.
  • Copy of Master's thesis. If you have recently submitted your Master's thesis, you can attach a draft of the thesis. Documentation of a completed Master's degree must be presented before taking up the position.
  • Short letter of motivation (400 words/1 page).
  • Possibly publications etc. other relevant research work.
  • Names and contact information of three relevant referees.


If all, or parts, of your education has been taken abroad, we also ask you to attach documentation of the scope and quality of your entire education, both Bachelor's and Master's education, in addition to other higher education. If your institution uses “diploma supplement” (normal for most European institutions), you must attach this. A description of the documentation required can also be found here. If you already have a statement from Norwegian Directorate for Higher Education and Skills (HK-dir), please attach this as well.

Joint work will be considered. If it is difficult to identify your contribution to joint work, you must attach a brief description of your participation.

When assessing the best qualified, we emphasize necessary qualifications such as education, experience and personal suitability. Motivation for the position, ambitions, and potential for research will also count when assessing the candidates.

NTNU recognizes a wide range of academic contributions and has committed itself to The San Francisco Declaration on Research Assessment and CoARA (responsible assessment of research and recognition of a greater breadth of academic contributions in accordance with NTNU's social mission).


General information

A public list of applicants with name, age, job title and municipality of residence is prepared after the application deadline. If you wish to be exempt from entry on the public applicant list, this must be justified. Assessment will be made in accordance with current legislation. You will be notified if the exemption is not granted.

If you think this position looks interesting and in line with your qualifications, you are welcome to apply.

If you have any questions about the position, please contact Kurusch Ebrahimi-Fard (kurusch.ebrahimi-fard@ntnu.no).

Application deadline: 24.04.2026.

For practical information about working at NTNU, please visit this webpage. 

The city of Trondheim is a modern European city with a rich cultural scene. Trondheim is the tech capital of Norway with a population of 200,000. The Norwegian welfare state, including healthcare, schools, kindergartens and overall equality, is probably the best of its kind in the world. Professional subsidized day-care for children is easily available. Furthermore, Trondheim offers great opportunities for education (including international schools) and possibilities to enjoy nature, culture and family life and has low crime rates and clean air quality. 


Om arbeidsgiveren:

NTNU - knowledge for a better world

The Norwegian University of Science and Technology (NTNU) creates knowledge for a better world and solutions that can change everyday life.

Department of Mathematical Sciences 

We are Norway’s largest university environment in mathematical sciences. 
The Department has a particular responsibility for all basis education in mathematical sciences for engineering and natural science students at NTNU. We focus on long-term basic research and applied research at a high international level. 
Our aim is to meet the society’s needs for mathematical and statistical expertise in business and public administration as well as in the research and education sector.  The Department of Mathematical Sciences is one of seven departments in the Faculty of Information Technology and Electrical Engineering .

PhD Candidate in AI-Enhanced Planning in Shipbuilding Supply Chains
PARAT NTNU
Norway, TRONDHEIM

This is NTNU

NTNU is a broad-based university with a technical-scientific profile and a focus in professional education. The university is located in three cities with headquarters in Trondheim.

At NTNU, 9,000 employees and 43,000 students work to create knowledge for a better world.

You will find more information about working at NTNU and the application process here.

   

Video: https://youtu.be/Xt-yHCN5QS0

About the position

The Department of Department of Mechanical and Industrial Engineering is offering an exciting PhD position within the Norwegian Maritime AI Centre, a national centre with a focus on applied artificial intelligence (AI) in the maritime sector. 

The maritime industry is adopting AI technologies. The next decade will bring extensive digitization of operational data in yards, creating opportunities for more data-driven planning. AI can replace or supplement traditional planning approaches, which struggles to manage the uncertainty and variability that are inherent in complex engineer-to-order shipbuilding. Realizing the full potential of AI is both a technical and an integrative challenge. It requires combining what AI excels at, such as pattern recognition and processing data streams, with theories and methods for planning and logistics. 

The PhD research will focus on AI-enhanced planning of operations in shipbuilding supply chains, examining how AI techniques can support decision-makers in analyzing real-time and historical data to better coordinate operators, equipment, and facilities, as well as manage operations across multiple projects and supply chain partners. A key part of this research is to investigate how AI can be integrated into planning methods and systems in supply chains, particularly how AI can anticipate disruptions, analyse trade-offs in tactical sourcing decisions, and contribute to improved supply chain performance. 

You will join the Production Management Research Group at NTNU, which focuses on the design and planning of production and logistics systems. The research will be carried out together with industry and public partners in the Norwegian Maritime AI Centre. As part of a world-leading research community, you will investigate how AI can reshape planning and logistics in complex shipbuilding supply chains. 

Are you motivated to take a step towards a doctorate and open up exciting career opportunities? As a PhD Candidate with us, you will work to achieve your doctorate, and at the same time gain valuable experience that qualifies you for a further career in higher education and research, in and outside academia.

The PhD candidate will be supervised by Professor Erlend Alfnes.

Your immediate leader will be the Head of Department.


About the Norwegian Maritime AI Centre

The Norwegian Martim AI Center shall position the maritime sector for accelerated and successful use of AI. To demonstrate and prototype maritime AI solutions, the center will address a diverse and impactful set of use cases: Logistics, shipping and business transactions; Ship design and construction; Voyage planning and optimization; Condition monitoring and maintenance; Crew training; Maritime traffic and ship surveillance; Decarbonization and energy management; Autonomous ships and remote control.  

The research partners are the Norwegian University of Science and Technology (NTNU), University of Oslo, Oslo School of Architecture and Design, Royal Norwegian Naval Academy, Norwegian Mapping Authority, MET and SINTEF Nordvest. There are about 30 user partners from the maritime sector, in addition to hundreds of members of the Maritime Forum, Blue Maritime, Ocean Autonomy, and Maritime CleanTech clusters. The center will be a hub, orchestrating the interfaces with research partners and user partners to facilitate collaboration, knowledge creation, dissemination, innovation, and sharing of knowledge. The Norwegian Maritime AI Center is funded by the Research Council of Norway and the partners for the period 2026-2030. There will be approximately 25 doctoral scholarships and some postdoc positions.


Duties of the position

  • Complete the doctoral education until obtaining a doctorate
  • Carry out research of good quality within the framework described above
  • Apply qualitative methodologies, such as case studies and literature reviews, to gain insight into the characteristics and challenges of the engineer-to-order shipbuilding industry and develop frameworks and knowledge of AI-enhanced planning in shipbuilding supply chains. 
  • Apply quantitative methodologies, such as simulation, analytical modelling, and AI‑driven techniques, to develop decision support for efficient planning and coordination of production activities in supply chains and generate managerial insights and practical guidelines for practitioners.
  • Take part in the mandatory PhD research education program 
  • Conduct independent research and publish the result in recognised scientific journals and present them at international conferences
  • Participate in the Norwegian Maritime AI Centre activities 
  • Participate in the research group Production Management 
  • Other career-promoting work can be discussed and agreed

Be prepared for changes to your work duties after employment.


Required selection criteria

  • You must have a relevant Master's degree in Industrial Engineering, Logistics Engineering, Production Management, Supply Chain Management, Mechanical Engineering, Project management or equivalent. Your course of study must correspond to a five-year Norwegian course, where 120 credits have been obtained at master's level. 
  • You must have a strong academic background from your previous studies and have an average grade from your Master's degree study, or equivalent education, which is equal to B or better compared to NTNU's grading scale. If you do not have letter grades from previous studies, you must have an equally good academic foundation. If you have a weaker grade background, you maybe considered if you can document that you are particularly suitable for a PhD education.
  • You must meet the requirements for admission to the faculty's Doctoral Programme
  • Excellent written and oral English language skills

PLEASE NOTE: For detailed information about what the application must contain, see paragraph “About the application”.

The appointment is to be made in accordance with NTNUs guidelines for recruitment positions and Regulations for the degrees philosophiae doctor (ph.d.) and philosophiae doctor (ph.d.) in artistic development work at the Norwegian University of Science and Technology (NTNU)for general criteria for the position.


Preferred selection criteria

  • Experience with machine learning or other relevant AI technologies
  • Scandinavian language skills
  • Previous experience from industry or research in engineer-to-order manufacturing. This can be proven by the attendance of study courses or other relevant activities, such as a master’s thesis.

Personal characteristics

To complete a doctoral degree (PhD), it is important that you are able to: 

  • Ability to work independently as well as in teams
  • Good communication skills and ability to work in close contact with industry
  • Hard working, with drive and determination
  • Modest, open to feedback and input from others as well as able to respect, collaborate, and negotiate with others
  • Show curiosity and a strong motivation for the subject

Emphasis will be placed on personal qualities.


We offer

As a PhD Candidate at NTNU, you will have access to employee benefits.


Diversity

Diversity is a strength, and at NTNU we aim to be an employer that reflects the diversity in society and that makes use of the potential of the population's collective skills. Our vision is Knowledge for a better world and our values ​​are creative, critical, constructive and respectful. We believe that an organization that is equal, diverse and gender-balanced is essential for us to achieve our goals. 

We strive to attract employees with different skills, life experiences and perspectives to contribute to even better problem solving of our societal mission in research and education. 

If you think this position is relevant and interesting, we encourage you to apply, regardless of gender, functional ability and cultural background, or whether you have been out of work for a period of time.

At NTNU we want to increase the proportion of women in scientific positions. We have a number of measures to promote equality.


Salary and conditions

In the position of PhD Candidate, code 1017, your gross salary will normally be NOK 550 800,-per annum depending on qualifications and seniority. A 2% statutory contribution to the State Pension Fund is deducted from the salary. 

The employment period is 3 years.

For employment as a PhD Candidate, it is a prerequisite that you gain admission to the PhD programme in Engineering within three months of your employment contract start date, and that you participate in an organized doctoral programme through out the period of employment.

The position is conditional on external funding.

As an employee at NTNU, it is important that you keep yourself up to date with academic and organizational changes and adapt to them.

For the necessary professional and social interaction, it is a prerequisite that you are physically present and available to the institution on a daily basis.

The appointment is carried out in accordance with the principles of the State Employees Act, and Export control (legislation that regulates the export of knowledge, technology and services). Candidates who, after assessment of the application and attachments, are considered to bein conflict with the criteria in the latter act, will not be able to be employed.

Please note that the person hired will work with critical infrastructure and areas affected by controls on the export of strategic goods, services and technology. Candidates who do not meet the requirements for the necessary security clearance, access clearance and authorization as described in the National Security Act, the Export Control Act and the Act on the Implementation of International Sanctions (Sanctions Act) cannot be considered (e.g. candidates from, among others, Russia, Iran, North Korea, China). In addition, all candidates qualified for this position that are outside NATO-countries must be approved by partners in the Centre's consortium.


About the application

The attachments (including a description of your scientific work) must accompany the application as these documents form the basis of the application assessment. The documents must be in Norwegian/a Scandinavian language or English.

Please note: the application will only be assessed on the basis of the information we have received by the application deadline. Therefore, make sure that your application clearly shows how your skills and experience meet the criteria described above. The application and all attachments must be sent electronically via Jobbnorge.no. If you are invited to an interview, you must bring certified copies of certificates and diplomas upon request.

The application must include:

  • Transcripts and diplomas for Bachelor's and Master's degrees
  • CV 
  • Copy of Master's thesis. If you have recently submitted your Master's thesis, you can attach a draft of the thesis. Documentation of a completed Master's degree must be presented before taking up the position.
  • Research plan; 5-7 pages, where you show your capability to structure a 3-years research study with clear motivation, objectives, research questions, methodologies, expected results and dissemination plan. The research plan should refer to state-of-the-art research relevant for engineer-to-order operations in the Norwegian Maritime Industry. The combination of qualitative and quantitative methodologies should be emphasized and motivated.
  • Possibly publications etc. other relevant research work
  • Possibly certificates
  • Names and contact information of three relevant referees


If all, or parts, of your education has been taken abroad, we also ask you to attach documentation of the scope and quality of your entire education, both Bachelor's and Master's education, in addition to other higher education. If your institution uses “diploma supplement” (normal for most European institutions), you must attach this. A description of the documentation required can also be found here. If you already have a statement from Norwegian Directorate for Higher Education and Skills (HK-dir), please attach this as well.


Joint work will be considered. If it is difficult to identify your contribution to joint work, you must attach a brief description of your participation.

When assessing the best qualified, we emphasize necessary qualifications such as education, experience and personal suitability. Motivation for the position, ambitions, and potential for research will also count when assessing the candidates.

NTNU recognizes a wide range of academic contributions and has committed itself to The San Francisco Declaration on Research Assessment and CoARA (responsible assessment of research and recognition of a greater breadth of academic contributions in accordance with NTNU's social mission).


General information

A public list of applicants with name, age, job title and municipality of residence is prepared after the application deadline. If you wish to be exempt from entry on the public applicant list, this must be justified. Assessment will be made in accordance with current legislation. You will be notified if the exemption is not granted.

If you think this position looks interesting and in line with your qualifications, you are welcome to apply.

If you have any questions about the position, please contact Professor Erlend Alfnes, e-mail: erlend.alfnes@ntnu.no

If you have any questions about the recruitment process, please contact HR Senior Consultant Hedda Winnberg, e-mail: hedda.winnberg@ntnu.no.

Application deadline: 21.06.2026

-----------------

For practical information about working at NTNU, please visit this webpage. 

The city of Trondheim is a modern European city with a rich cultural scene. Trondheim is the tech capital of Norway with a population of 200,000. The Norwegian welfare state, including healthcare, schools, kindergartens and overall equality, is probably the best of its kind in the world. Professional subsidized day-care for children is easily available. Furthermore, Trondheim offers great opportunities for education (including international schools) and possibilities to enjoy nature, culture and family life and has low crime rates and clean air quality.


Om arbeidsgiveren:

NTNU - knowledge for a better world

The Norwegian University of Science and Technology (NTNU) creates knowledge for a better world and solutions that can change everyday life.


Department of Mechanical and Industrial Engineering

We educate graduates who can create new products, operate and maintain products, and manage projects. The Department has a variety of bachelor’s and master’s degree programmes. We conduct wide-ranging research in fields such as technology, energy, product quality and development, and productivity. The Department of Mechanical and Industrial Engineering is one of eight departments in the Faculty of Engineering.

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