Senior ML Researcher (Spectrum)
New
J
JetBrainsAI/ML
Amsterdam, Netherlands; Belgrade, Serbia; Berlin, Germany; Limassol, Cyprus; Madrid, Spain; Munich, Germany; Paphos, Cyprus; Prague, Czech Republic; Warsaw, Poland; Yerevan, ArmeniaFull-TimeSenior
Salary not disclosed
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Job Details
- Languages
- Proficiency in English, both written and verbal.
- Required Skills
- PythonPyTorchNLP
Requirements
- PhD (or equivalent research experience) in NLP, knowledge graphs, ontology learning, information extraction, or a closely related field.
- A strong publication record in at least one of the following areas: knowledge graph construction, ontology learning, information extraction, or NLP.
- Experience applying LLMs to structured knowledge extraction tasks.
- Experience designing and running rigorous experiments, including hypothesis formulation, ablation studies, and statistical evaluation.
- Strong Python and PyTorch skills, with the ability to implement research ideas from scratch.
- Excellent communication skills, with the ability to explain complex technical concepts to diverse audiences.
- Proficiency in English, both written and verbal.
Responsibilities
- Develop methods for LLM-based ontology construction from code, documentation, and issue trackers, including contradiction detection and reasoning over the resulting knowledge graph.
- Creating datasets, metrics, and benchmarks that drive measurable improvements across the system.
- Prototyping and validating research ideas, then collaborating with ML and software engineers to bring them to production.
- Collaborating with JetBrains Research and external academic advisors to shape our research agenda.
- Publishing research findings at top venues and representing Spectrum in the research community.
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