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Postdoc in Digital Twins and Tool-Wear Monitoring

Chalmers Tekniska Högskola AB

Västra Götalands län, Göteborg

Previous experience is desired

11 days left
to apply for the job

We are looking for a postdoc to join our team at the Division of Materials and Manufacture, Department of Mechanical Engineering. Become part of our team and contribute to exciting research concerned with Machining Systems within a collaborative and dynamic environment.

About us

At the Department of Mechanical Engineering we unite the power of technology, people, and society to drive the transition toward a sustainable future. Through research, education, and collaboration, we create solutions that connect materials to mobility, ideas to impact – shaping a resilient and sustainable world. We make impact.

The Division of Materials and Manufacture conducts research across the full value chain, from materials design and processing to advanced manufacturing and characterisation, with a strong emphasis on metallic systems. We combine interdisciplinary expertise with close industry collaboration to develop sustainable materials and manufacturing technologies.

About the research project

The postdoc will develop a digital twin prototype for tool-wear monitoring on an existing IIoT digital platform. The work combines high-frequency, time-synchronous data acquisition from external sensors (e.g., force/acoustic emission) with machine-internal signals (axis positions, spindle/drive loads) captured via an edge data acquisition layer. The candidate will implement data pipelines and analysis microservices (batch/stream and, where relevant, AI/ML algorithms) that transform the recorded “digital shadow” into wear-relevant process condition information, enabling evaluation and optimization of machining operations.

The research project is implemented within the Chalmers centre for Advanced Manufacturing Solutions for Next Generation Powertrain (CX).

Who are we looking for

The following requirements are mandatory:

  • A doctoral degree in Mechanical (Production) or Electrical Engineering or an equivalent foreign degree. This eligibility requirement must be met no later than the time the employment decision is made.
  • Strong written and verbal communication skills in English.
  • Experience with machining, machine tools, and signal processing.
  • Personal competences in accordance with the requirements profile including social skills, meaning that you enjoy collaborating with others.

You are expected to be somewhat accustomed to teaching, and to demonstrate good potential within research and education.

The following experience will strengthen your application:

  • It is highly meritorious if the doctoral degree has been obtained within the last three years prior to the application deadline.
  • Hands-on experience in machining, tribology of metal cutting, process monitoring.
  • Previous collaborative work with industry partners.

What you will do

  • Collaborate in a research project concerned with machining systems with close collaboration with KTH, Volvo Group and Scania.
  • Supervise master’s and/or PhD students to a certain extent.
  • Possibility to engage in teaching at undergraduate/master’s level.

The position is meritorious for future roles in academia, industry, or the public sector.

Contract terms

The position is a temporary full-time employment for two years with the possibility of a one-year extension.

The position requires physical presence throughout the entire employment. A valid residence permit must be presented by the start date, otherwise the offer may be withdrawn.

What we offer

  • As a postdoc at Chalmers, you are an employee and enjoy all employee benefits. Read more about https://www.chalmers.se/en/about-chalmers/work-with-us/ and our https://www.chalmers.se/en/about-chalmers/work-with-us/chalmers-as-an-employer/benefits-and-conditions/ for employees.
  • A dynamic and inspiring working environment in the coastal city of https://www.goteborg.com/en.
  • Read more about Sweden’s generous parental leave, subsidized day care, free schools, healthcare etc at https://www.movetogothenburg.com/

Chalmers is dedicated to improving gender balance and actively works with equality projects, such as https://www.chalmers.se/en/about-chalmers/organisation-and-governance/equality/genie-gender-initiative-for-excellence/. We celebrate diversity and consider equality and inclusion as fundamental aspects of all our activities.

If Swedish is not your native language, Chalmers offers Swedish courses to help you settle in.

 

Please click the "Apply button" to read more about the application procedure.

 

We welcome your application no later than 16 June 2026

For questions please contact:

Peter Krajnik

Professor / Director

[email protected] and/or +46 31 772 13 11

 

We look forward to your application!

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