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Constructor Labs

8 days ago

PhD Position: World Models for Software Architecture Synthesis (Constructor Fabric)

Onsite · Bremen

pythonnodedockerkubernetesrustjavakotlinterraformpytorch research

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Join Constructor Labs in Bremen for a PhD position focused on machine learning for software engineering. Work on the Constructor Fabric project to develop models that predict architectural decisions and their consequences.

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Job description

Join Constructor Labs in Bremen for a PhD position focused on machine learning for software engineering. Work on the Constructor Fabric project to develop models that predict architectural decisions and their consequences.

Details

  • Bremen, work from office
  • MSc (or equivalent) in computer science, mathematics, or a mathematical natural science required
  • Strong programming skills in Python required

The work

  • Develop formal skeletons and composition for software architecture
  • Design and engineer domain-specific languages for architecture description
  • Create local transition models and pipeline surrogates for predictions
  • Reconstruct specification and architecture pairs from open repositories