16 часов назад
Data Science Lead (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Science Lead (AI/LLM): Leading the machine learning and GenAI architecture for a production-grade pharmaceutical compliance platform with an accent on LLM-driven retrieval (RAG) and regulatory validation. Focus on designing robust evaluation frameworks, implementing explainability mechanisms, and scaling AI workflows to an enterprise level.
Location: Remote
Company
provides high-impact AI expertise for strategic enterprise initiatives in regulated sectors.
What you will do
- Design and evolve AI/ML architecture for compliance validation workflows in a pharmaceutical environment.
- Optimize LLM-driven retrieval and validation pipelines using RAG-based systems.
- Establish evaluation frameworks, benchmarking strategies, and continuous improvement loops.
- Implement explainability and traceability mechanisms to meet strict regulatory standards.
- Collaborate with ML Engineers and Backend teams to productionize AI components.
- Drive technical decisions regarding embeddings, vector databases, and retrieval strategies.
Requirements
- Strong hands-on background in Data Science and applied Machine Learning.
- Proven experience designing and deploying production-grade LLM-based systems.
- Practical expertise with Retrieval Augmented Generation (RAG) and vector databases.
- Proficiency in Python and modern AI frameworks.
- Experience designing model evaluation and validation frameworks.
- Ability to operate effectively within strictly regulated or compliance-heavy environments.
Nice to have
- Experience in pharmaceutical, healthcare, or other regulated industries.
- Exposure to explainable AI (XAI) methodologies or frameworks.
- Expertise in document intelligence and NLP-heavy pipelines.
- Experience building enterprise-scale AI platforms rather than PoCs.
Culture & Benefits
- Competitive salary.
- Opportunity to work in a multinational environment on international projects.
- Comprehensive healthcare coverage.
- Stable, long-term B2B contract.
- Fully remote working model.
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