6 дней назад
Senior ML Engineer (AI)
58 100 - 91 300€
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior ML Engineer (AI) (LLM systems and healthcare AI): Building and deploying production machine learning systems and agentic LLM workflows for AI-native healthcare with an accent on clinical safety, model evaluation, and end-to-end AI engineering. Focus on designing retrieval and tool-use orchestration, building offline and online evaluation harnesses, and improving model quality through prompting, distillation, or fine-tuning.
Location: Remote, anywhere in Europe
Salary: €58,100–€91,300 per year, including base, variable compensation, and equity; the range is adjusted according to the European country of hire and local market conditions.
Company
Building AI-native digital healthcare programs across musculoskeletal, women’s health, cardiometabolic, and mental health care.
What you will do
- Own machine learning projects from exploration through production deployment and ongoing iteration.
- Design reliable agentic LLM systems using multi-step workflows, tool calling, retrieval, and orchestration for clinical settings.
- Build evaluation datasets, offline and online evaluation harnesses, LLM-as-judge pipelines with human review, and regression tests.
- Improve model quality through prompting, retrieval, distillation, or fine-tuning based on evidence.
- Work across data preparation, model adaptation, serving, monitoring, and production feedback loops.
- Partner with Product, Clinical, and Engineering stakeholders while reviewing code and mentoring engineers.
Requirements
- Experience shipping production machine learning systems used by real users.
- Hands-on production experience with LLM prompting, retrieval, tool calling, and agent-style workflows.
- Experience building evaluation datasets and frameworks and distinguishing genuine improvements from noise.
- Strong machine learning fundamentals and the ability to reason about technical tradeoffs.
- Solid engineering skills, including production-quality code, distributed systems, and debugging complex ML pipelines.
- Clear communication with technical and clinical stakeholders; every hire must demonstrate at least Level 1 AI proficiency.
Nice to have
- Experience with fine-tuning or preference optimization such as RLHF or DPO.
- Healthcare AI or experience in other high-stakes domains.
- Experience building agent frameworks or evaluation tooling from scratch.
- Open-source contributions, technical writing, or other knowledge-sharing experience.
Culture & Benefits
- Benefits and perks follow the regulations and market practices of the country where the employee is based.
- Compensation may include base salary, variable compensation, bonus or sales incentives, and private company stock options where applicable.
- AI fluency is assessed through a three-level framework covering personal productivity, team workflows, and scaled product or process integration.
- Work remotely from any European country.
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