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Founding ML Engineer (Spectrum)
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JetBrains·Amsterdam, Netherlands; Belgrade, Serbia; Berlin, Germany; Limassol, Cyprus; London, United Kingdom; Madrid, Spain; Munich, Germany; Paphos, Cyprus; Prague, Czech Republic; Remote, Germany; Warsaw, Poland; Yerevan, Armenia·30 янв.

Founding ML Engineer (Spectrum)

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Наша компания

Software engineers and AI agents alike suffer from the same problem: finding that one person or place that will answer their tough, specific question. Many solutions promise to solve this with similarity search in vector databases. Unfortunately, finding the answer is often a puzzle with pieces to be collected across a myriad of contradictory sources and cannot be solved without surgical search and careful reasoning. Spectrum collects data from an organization’s code, docs, and issues, and organizes knowledge in a unified ontology that AI agents can efficiently search through and reason over.

О роли

Spectrum is a resident of JetBrains' startup incubator, with startup speed and autonomy, and backed by 25 years of developer tooling expertise. We are looking for a top-class ML Engineer who will help us shape the future of software development. You will own our AI and ML engineering stack and help define the research agenda for our team. Your technical vision and design decisions will directly sh

Чем предстоит заниматься

Designing and building the ML/LLM solution for data ingestion, knowledge extraction, retrieval, and subsequent reasoning
Creating the datasets, metrics, and pipelines that drive measurable improvements across the system
Architecting and improving agents for context retrieval, knowledge extraction, and data alignment, which includes prompt engineering, model selection, and inference optimization
Establishing MLOps practices, including orchestration, observability, and experiment tracking
Collaborating with the engineering team on system design and with JetBrains Research on the research agenda
Defining hiring criteria, growing the ML team, and shaping the ML team culture

Наши требования

A proven track record as an ML/AI Lead
At least five years of experience in ML/AI systems, with at least two years focused on LLMs and generative AI
A deep understanding of the LLM ecosystem, including model architectures and fine-tuning approaches
Hands-on experience with
Prompt engineering and LLM pipeline design, including evaluation
Agentic frameworks such as LangChain, LlamaIndex, LangSmith, smolagents, or an equivalent
Vector databases and retrieval-augmented generation (RAG) patterns
Deploying and scaling LLM-powered applications using APIs (e.g. OpenAI or Anthropic) or open-source models
Strong Python skills – Kotlin knowledge would be a plus
Excellent communication skills, with the ability to explain complex technical concepts to diverse audiences
Proficiency in English, both written and verbal
Experience with ontologies, knowledge graphs, or graph-based reasoning
Experience in early-stage startups – you enjoy the zero-to-one phase
The ability to think strategically about product-led AI, beyond just training models in isolation
A background in code analysis, developer tools, or software engineering research
Experience with multi-agent systems or complex agentic workflows
Actively contributed to relevant open-source projects or publications

Мы предлагаем

A competitive salary and JetBrains benefits
A generous runway and corporate resources with startup autonomy
We know great ideas can come from anyone, anywhere. That’s why we do our best to create an open and inclusive workplace – one that welcomes everyone regardless of their background, identity, religion, age, accessibility needs, or orientation
J
JetBrains
Amsterdam, Netherlands; Belgrade, Serbia; Berlin, Germany; Limassol, Cyprus; London, United Kingdom; Madrid, Spain; Munich, Germany; Paphos, Cyprus; Prague, Czech Republic; Remote, Germany; Warsaw, Poland; Yerevan, Armenia

ГрейдMiddle
ЗанятостьПолная занятость
РегионВеликобритания
ФорматУдалённо
ИсточникСкрыто
Опубликовано30 янв.
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