Senior ML Researcher (Spectrum) Amsterdam, Netherlands
Core
Developing novel methods for temporal ontology extraction, contradiction detection, and semantic alignment across heterogeneous software artifacts to build a unified knowledge base for AI agents.
Role type
Senior ML Researcher (Applied Research)
Builds
A unified ontology and knowledge graph serving as a single source of truth for product and architectural knowledge in software organizations.
Domain
Software engineering tools, Knowledge Graphs, Ontology Learning, NLP
Deliverable
production ML models | research
Required skills
LLM-based knowledge extraction, Knowledge graph construction, Ontology learning, Information extraction, Experimental design (ablation studies, statistical evaluation), Python, PyTorch
Preferred skills
Ontology engineering, Semantic web technologies (OWL, RDF, SPARQL), Knowledge graph embeddings, Graph neural networks, Code analysis, Early-stage startup experience
Technologies
LLMs, PyTorch, Python, OWL, RDF, SPARQL
Responsibilities
Developing methods for LLM-based ontology construction from code and documentation, Creating datasets and benchmarks for system improvement, Prototyping and validating research ideas, Collaborating with JetBrains Research and academic advisors, Publishing research findings at top venues
Seniority
Senior, hands-on IC with research leadership