ml engineer for developer tools

Описание: Spectrum collects data from an organization’s code, docs, and issues and organizes knowledge in a unified ontology that AI agents can search and reason over. The product aims to provide a living specification and a single source of truth for product and architectural knowledge.

Задачи:

Design and build ML/LLM solutions for data ingestion, knowledge extraction, retrieval, and reasoning

Create datasets, metrics, and pipelines that drive measurable system improvements

Architect and improve agents for context retrieval, knowledge extraction, and data alignment, including prompt engineering, model selection, and inference optimization

Establish MLOps practices, including orchestration, observability, and experiment tracking

Collaborate with the engineering team on system design and with JetBrains Research on the research agenda

Define hiring criteria, grow the ML team, and shape the ML team culture

Требования:

Have a proven track record as an ML/AI Lead

Have at least five years of experience in ML/AI systems, including at least two years focused on LLMs and generative AI

Understand the LLM ecosystem deeply, including model architectures and fine-tuning approaches

Have hands-on experience with prompt engineering and LLM pipeline design, including evaluation

Have experience with agentic frameworks such as LangChain, LlamaIndex, LangSmith, smolagents, or an equivalent

Have experience with vector databases and retrieval-augmented generation (RAG) patterns

Have experience deploying and scaling LLM-powered applications using APIs such as OpenAI or Anthropic, or open-source models

Have strong Python skills

Have excellent communication skills and the ability to explain complex technical concepts to diverse audiences

Have proficiency in English, both written and verbal

Nice to have: Kotlin knowledge, experience with ontologies, knowledge graphs or graph-based reasoning, experience in early-stage startups, strategic thinking about product-led AI, a background in code analysis, developer tools or software engineering research, experience with multi-agent systems or complex agentic workflows, contributions to relevant open-source projects or publications

Условия:

Competitive salary and JetBrains benefits

Generous runway and corporate resources with startup autonomy

Equal opportunity employer with an open and inclusive workplace

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