Senior Ml Researcher (spectrum)

JetBrains

Amsterdam, Netherlands
Competitive salary; not specified; benefits includ...
Hybrid (on-site with remote flexibility)
Phd in nlp or knowledge graphs
Strong publication record in research
Experience applying llms to extraction tasks
JetBrains is seeking a Senior ML Researcher for its Spectrum project, focusing on ontology construction and semantic alignment in software development. The role involves developing innovative methods using large language models (LLMs) and collaborating with internal and external researchers

Job Summary

  • Spectrum aims to revolutionize the semantic layer space by creating a living spec extracted from an organization's entire system.
  • The role involves developing novel approaches to temporal ontology extraction and contradiction detection using LLMs.
  • Candidates will collaborate with JetBrains Research and external academic advisors while enjoying startup autonomy backed by corporate resources.

Matching Summary

Match Score: 85

JetBrains is seeking a Senior ML Researcher for its Spectrum project, focusing on ontology construction and semantic alignment in software development. The role involves developing innovative methods using large language models (LLMs) and collaborating with internal and external researchers.

Salary

Competitive salary; Not specified; Benefits include medical insurance, gym stipend, and learning opportunities

Skills & Requirements

Must-have

  • PhD in NLP or Knowledge Graphs
  • Strong publication record in research
  • Experience applying LLMs to extraction tasks
  • Proficiency in Python and PyTorch
  • Ability to design rigorous experiments

Nice-to-have

  • Experience with OWL, RDF, SPARQL technologies
  • Background in code analysis or developer tools
  • Knowledge of graph neural networks
  • Early-stage startup experience
  • Open-source project contributions

Key Requirements

  • PhD or equivalent research experience required
  • Strong publication record in relevant fields
  • English proficiency required

Work Rights

Not specified

Tailored Resume

Cover Letter