热门公司

JetBrains
JetBrains

Senior Machine Learning Engineer (IntelliJ AI)

职能机器学习
级别资深
地点Amsterdam, United Kingdom
方式现场办公
类型全职
发布2个月前
立即申请

必备技能

Python

Machine Learning

At Jet Brains, code is our passion. Ever since we started, back in 2000, we have strived to make the strongest, most effective developer tools on earth. By automating routine checks and corrections, our tools speed up production, freeing developers to grow, discover, and create.

AI features in Jet Brains IDEs, developed by the IntelliJ AI team, have quickly become a core part of how developers work inside our IDEs. The IntelliJ AI team partners with product groups across Jet Brains to embed advanced AI features that accelerate developer workflows and deliver real value to software engineers.

We are currently looking to hire a Senior Machine Learning Engineer to help us realize our ambitious vision of creating AI assistance that supports the entire development lifecycle across Jet Brains IDEs. If selected, you will join the ML subteam within IntelliJ AI, driving the development of our ML system from end to end by defining evaluation and metrics, shaping context orchestration, and helping product teams tailor AI capabilities to their needs.

In this role, you will:

  • Design and drive evaluation frameworks for AI features, including metrics, experiments, and agent trace analysis.

  • Diagnose model performance issues (e.g. prompt drift, context mismatches, and latency/quality trade-offs) and translate findings into actionable improvements.

  • Experiment with contexts and lightweight models to continuously develop our ML system.

  • Act as the ML liaison for product teams across Jet Brains, adapting and scaling AI capabilities in Jet Brains IDEs to their needs.

  • Build and maintain small helper models (e.g. re-rankers, classifiers, embedding models) to support domain-specific tasks.

  • Collaborate with colleagues in ML, product, engineering, and analytic teams to deliver improvements and monitor their impact in production.

  • Stay up to date with research in the fields of LLMs, agents, and evaluation, bringing best practices into our workflows.

  • Mentor junior engineers and help shape team culture, processes, and tooling around experimentation and evaluation.

We’d be happy to have you on our team if you:

  • Have 5+ years of experience as an ML Engineer, with a solid background in production-grade ML systems (especially LLMs and agent architectures).

  • Have experience with LLM evaluation methods and frameworks.

  • Can design and run end-to-end experiments – hypotheses, metrics, data collection (including traces/logs), analysis, and decision-making.

  • Are skilled in context-aware pipelines or conversational/agent systems.

  • Have strong Python programming skills.

  • Bring hands-on experience in fine-tuning or training smaller models (e.g. domain-specific fine-tuning and lightweight customizations).

  • Communicate clearly and effectively across teams, translating ML/AI insights into product features.

  • Have prior mentorship experience with ML/evaluation engineers.

  • Thrive in a cross-functional, fast-moving environment, taking ownership, iterating quickly, and delivering results.

We’d be especially thrilled if you have:

  • Familiarity with agent-based systems and orchestrating multi-step reasoning agents.

  • Experience with the Kotlin programming language.

We process the data provided in your job application in accordance with the Recruitment Privacy Policy.

浏览量

0

申请点击

0

Mock Apply

0

收藏

0

关于JetBrains

JetBrains

JetBrains

Bootstrapped

JetBrains s.r.o. is a global software development private limited company which makes tools for software developers and project managers. The company has its headquarters in Amsterdam, and has offices in China, Europe, and the United States.

1,001-5,000

员工数

Prague

总部位置

评价

10条评价

4.3

10条评价

工作生活平衡

3.8

薪酬

4.2

企业文化

4.5

职业发展

3.7

管理层

3.5

78%

推荐率

优点

Great team and collaborative culture

Excellent benefits and competitive compensation

Flexible work arrangements and remote options

缺点

Heavy workload and overwhelming demands

Communication issues and lack of transparency

High stress from expectations and fast pace

薪资范围

2个数据点

Mid/L4

Mid/L4 · Market Analyst

2份报告

$169,300

年薪总额

基本工资

$130,000

股票

-

奖金

-

$116,300

$169,300