Senior ML Researcher (Spectrum) (m/f/d)
Core
Develop novel ML methods for temporal ontology extraction, contradiction detection, and semantic alignment across heterogeneous software artifacts to create 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 / Knowledge Graphs / Ontology Learning
Deliverable
production ML models
Required skills
LLM-based knowledge extraction, knowledge graph construction, ontology learning, experimental design (ablation studies, statistical evaluation), Python, PyTorch
Preferred skills
Ontology engineering, semantic web technologies (OWL, RDF, SPARQL), graph neural networks, code analysis, early-stage startup experience
Technologies
LLMs, PyTorch, Python, OWL, RDF, SPARQL
Responsibilities
Develop methods for LLM-based ontology construction and contradiction detection; Create datasets, metrics, and benchmarks; Prototype and validate research ideas; Collaborate with JetBrains Research and academic advisors; Publish research findings at top venues.
Seniority
Senior, hands-on IC with research leadership
