Software Developer/Computer Scientist Specialised in AI and Machine Learning

Mpia - Max Planck Institute For Astronomy
Heidelberg, Germany
4 days ago
Apply on www.eurosciencejobs.com
Prepare application

Role details

Contract type
Temporary contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English

Tech stack

Artificial Intelligence Data Analysis Application Integration Architecture Computer Programming Python (Programming Language) Machine Learning NoSQL Software Architecture SQL Databases Systems Integration Metis Deep Learning
+5 more
Git Scikit Learn Information Technology Data Management Data Pipelines

Job description

We are looking for a member of the software development team within the technical departments on a fixed-term contract for 4 years Software Developer/Computer Scientist (m/f/d) specialised in AI & Machine Learning, Ref. 421 to support the further development and commissioning of the Real-Time Control (RTC) system for the METIS Adaptive Optics (AO) system on ESO’s Extremely Large Telescope (ELT)., * Model development: Design, training and validation of machine learning (ML) and deep learning models;

  • Pipeline architecture: Building scalable data pipelines and preparing data for model training;
  • AI integration: Integrating ML models into existing software architectures;
  • Evaluation & optimisation: Analysing the performance of models in the METIS AO system and their further development;
  • Tech scouting: Evaluating current research findings and new open-source frameworks for adaptation within the METIS RTC system;
  • Test support: SCAO tests in the MPIA laboratory and at the METIS system level in the Netherlands;
  • Commissioning support: at the ELT in Chile.

Requirements

  • A completed degree in Computer Science, Data Science, Mathematics or a comparable qualification;
  • In-depth knowledge of machine learning, statistics and mathematical modelling would be very helpful;
  • Very good programming skills in Python and confidence in using ML libraries are desirable;
  • Experience with SQL/NoSQL databases and, ideally, with big data tools, as well as confidence in using Git and CI/CD pipelines;
  • Good command of English for working in an international team;
  • Willingness to undertake assignments abroad (Europe & Chile).

Apply for this position

This job is hosted externally. Click below to view the full posting and apply.

Apply on www.eurosciencejobs.com
Prepare application

Good distractions

Talks and stories from around this role — technically off-topic, practically not.

2:37 min

Comparing traditional SQL tables versus NoSQL non-tabular databases

Stanimira Vlaeva · JS Congress

6:21 min

Investigating push inefficiencies with upstream Git experts

Jonathan Creamer · Coffee With Developers

3:14 min

Structuring career paths and localized data architectures

Ulrich Wurstbauer +1 · LIVE

3:16 min

Terminology differences between relational and NoSQL databases

Tim Faulkes · LIVE

56 sec

Favorite git commands and the importance of patch commits

Eileen Uchitelle Eileen Uchitelle +1 · Coffee With Developers

4:35 min

Learning resources and community engagement for AI engineers

Alfonso Graziano Alfonso Graziano · Coffee With Developers

Videos

See all

Related articles

See all