Madiff

Data Science Lead

Madiff  •  Remote  •  3 months ago
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Job Description


This is a remote position.


We are looking for a Data Science Lead to join a high-impact AI programme operating within a strictly regulated pharmaceutical environment. The role focuses on leading the machine learning and GenAI architecture behind a production-grade compliance platform that automates regulatory validation of marketing materials. This is a strategic, enterprise-scale initiative requiring strong ownership, architectural thinking, and hands-on depth in LLM-driven systems.


Responsibilities


  • Design and evolve AI and ML architecture supporting compliance validation workflows

  • Design and optimise LLM-driven retrieval and validation pipelines (RAG-based systems)

  • Own evaluation frameworks, benchmarking strategies, and continuous improvement loops

  • Implement explainability and traceability mechanisms aligned with regulatory standards

  • Collaborate closely with ML Engineers and Backend teams on productionisation of AI components

  • Drive decisions around embeddings, vector databases, and retrieval strategies

  • Ensure reproducible, testable, and high-quality AI workflows

  • Support scaling the platform into an enterprise-grade AI solution

  • Lead technical discussions across product, engineering, and compliance stakeholders


Requirements


  • Strong hands-on background in Data Science and applied Machine Learning

  • Proven experience designing and deploying LLM-based systems in production

  • Practical experience with Retrieval Augmented Generation architectures

  • Experience with vector databases and embedding pipelines

  • Strong Python expertise and familiarity with modern AI frameworks

  • Experience designing model evaluation and validation frameworks

  • Ability to operate in regulated or compliance-heavy environments

  • Strong ownership mindset and ability to influence architectural decisions

  • Confident communication skills in cross-functional environments

Nice to have

  • Experience in pharmaceutical, healthcare, or other regulated industries

  • Exposure to explainable AI methodologies or frameworks

  • Experience with document intelligence and NLP-heavy pipelines

  • Background in enterprise-scale AI platforms rather than proof-of-concept environments


Benefits


  • Solid, competitive salary

  • Work in a multinational environment on international projects

  • Comprehensive healthcare

  • Long-term B2B contract with a stable project pipeline

  • Fully remote working model
Madiff

About Madiff

We are an international Innovation, IT and high-tech engineering consulting company that delivers unique value in a wide variety of industries.

Our mission is to add value to our customers businesses by providing digital and technological innovation services, delivering disruptive results and making our clients stand out in their market.

We are driven by a creative and innovative consulting approach strongly oriented to getting results. We MAKE THE DIFFERENCE.

Poland | UK | Switzerland | USA | Norway | Portugal | Spain | France | Singapore

Warsaw

Prosta 20

Wrocław

Rybacka 7

Lublin

Grottgera 2

Industry
IT & Software
Company Size
51-200 employees
Headquarters
Warszawa, PL
Year Founded
2015
Website
madiff.eu
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