Senior Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Data Scientist (AI): Leading the development and evaluation of advanced search and generative AI systems with an accent on RAG pipelines, semantic search, and retrieval architectures. Focus on driving methodological rigor in evaluation, optimizing production-ready ML models, and integrating complex scientific ontologies into discovery platforms.
Location: London (UK) or Amsterdam (Netherlands)
Salary: €53,800 - €89,900 (if based in Amsterdam)
Company
is a global leader in information and analytics, combining quality content and vast datasets to support science, research, and healthcare professionals.
What you will do
- Lead the design and optimization of lexical, vector, and hybrid retrieval systems at scale.
- Architect and improve RAG pipelines, including prompt design and system orchestration.
- Define and evolve evaluation strategies for IR and GenAI systems, including hallucination detection and ranking quality.
- Collaborate with domain experts to integrate scientific taxonomies and knowledge graphs into discovery pipelines.
- Partner with engineering to ensure robust, scalable, and production-ready implementations.
- Communicate findings and recommendations to both technical and non-technical stakeholders.
Requirements
- Master’s or PhD in Computer Science, Data Science, Machine Learning, or a related field.
- Strong hands-on experience with search/retrieval systems, RAG pipelines, and LLM-based systems.
- Advanced programming skills in Python.
- Experience with modern ML/NLP frameworks such as PyTorch, Hugging Face, and LangChain.
- Experience working with Databricks or similar distributed data/ML platforms.
- Strong understanding of experimentation design and statistical analysis.
Nice to have
- Familiarity with scientific ontologies and metadata standards like MeSH or UMLS.
- Exposure to production MLOps practices.
- Experience with human-in-the-loop evaluation or annotation workflows.
- Demonstrated applied research in IR, NLP, or generative AI.
Culture & Benefits
- Flexible working hours to support work-life balance.
- Competitive contributory pension scheme and life assurance.
- Private medical benefits, health screening, and eye care vouchers.
- Holiday allowance with the option to buy additional days.
- Support for personal and work-related challenges, including emergency care for dependents.
- Opportunities for professional development and study assistance.
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