At Roche you can show up as yourself, embraced for the unique qualities you bring. Job Title: Enterprise AI & Quality Insights Architect
Location: Warsaw, Poland (Hybrid Model)
Roche Digital Technology (RDT)
As a global team at the heart of Roche, we are a community of business-minded technologists committed to help shape tomorrow’s digital future of healthcare. Our mission is to power Roche through cutting-edge digital technologies, harnessing the potential of artificial intelligence, data, and scalable tech innovations. Driven by purpose and passion, we’re building a future where digital is a core strength across all of Roche, enabling smarter ways of working, unlocking human potential, and driving breakthroughs that truly matter for millions of patients around the world.
At Roche, we offer a hybrid work model that combines flexibility with in-person collaboration. For now, we require our employees to be in our offices on average two days per week. The specific office days may vary depending on business needs, such as workshops, conferences, town halls, team meetings, and other collaborative events.
Join our dynamic team as an Enterprise AI & Quality Insights Architect, where you will directly shape how artificial intelligence and advanced data platforms transform quality operations across our global network. In this role, you will lead the architectural design and deployment of cutting‑edge NLP, LLM, and agentic workflows within a highly regulated healthcare environment. This is a unique opportunity to combine strategic product ownership, robust AI scaling, and matrix leadership to drive meaningful digital transformation in quality management.
Enterprise AI Architecture, Scaling & Strategy
Enterprise AI Platform Management: Design, scale, and deploy robust machine learning and NLP pipelines utilizing approved enterprise data platforms, primarily focusing on Dataiku and Azure ML Studio layers.
Utilize the Claude Agent SDK or comparable approved SDKs as targeted implementation options for complex use cases that genuinely require custom, automated agents to navigate cross‑system data silos.
Architect and mature our integral AI Use‑Case Backlog. Guide the deployment of Natural Language Processing (NLP) and Large Language Models (LLMs) to automate initial sorting, risk‑grading, and real‑time categorization of complex quality data.




Sustainable Data Infrastructure: Oversee the conceptual data modeling and integration pipelines feeding into core analytics repositories (such as Snowflake and AWS). Partner with builders to translate complex datasets into high‑performing enterprise business intelligence views.
Agile Product Architecture: Assume formal Product Owner and architectural design oversight for core Quality Insight platforms, dashboards, and automation frameworks.
DevOps & Workflow Optimization: Establish and Champion clean repository management, version control, and collaborative code review practices via Git. Drive standardized automation workflows utilizing Jira and Confluence to optimize the subchapter's intake pipeline and eliminate communication latency.
Ensure all deployed AI models, automated scripts, and data pipelines adhere to computerized system validation protocols under GxP, US FDA (21 CFR Part 820), and ISO 13485 standards. Guide the team in authoring, reviewing, and executing technical validation documentation for data integrity.
Cross‑Functional Strategy: Partner directly with Quality Site Heads, Business Leaders, and global cross‑functional squads to break down organizational data silos and resolve systemic reporting barriers across site networks.
Establish, champion, and mentor an Operations Quality Community of Practice for Quality AI & Data Insights. Elevate organizational digital fluency by coaching other team members on best practices.
AI & Machine Learning Architecture: Strong hands‑on engineering proficiency with enterprise data science environments (such as Dataiku or ML Studio). Advanced understanding of NLP, LLMs, and prompt engineering architectures.
Strong proficiency in core programming for data data modeling (Python, SQL) and developer workflows (Git, Jira, Confluence, and script automation environments).




Hands‑on experience or deep conceptual understanding of custom agent architectures utilizing tools like the Claude Agent SDK or comparable enterprise‑approved development kits.
Data Systems Awareness: Solid structural knowledge of cloud data warehousing (Snowflake), pipeline concepts (AWS), and business intelligence delivery tools (ThoughtSpot, Tableau).
Bachelor's, Master's, or Ph.D. degree in Data Science, Informatics, Data Analytics, Computer Science, or a related technical field.
Professional Experience: 5‑7+ years of experience building and deploying machine learning algorithms, complex data models, or automated software tools to support enterprise‑level decision‑making.
Experience working within a highly regulated manufacturing environment (such as Pharma, Diagnostics, or Medical Devices). Sound understanding of GxP compliance, US FDA 21 CFR Part 820 Quality Management System Regulations, and ISO 13485/9001 standards. Strategic Matrix Leadership: Proven capability acting as a principal technical leader, driving global cross‑functional projects, and aligning stakeholder expectations with a team‑first, agile mindset.
Contract Details: Impact & Exposure: Direct exposure to enterprise‑scale AI architecture, global cross‑functional leadership, and cutting‑edge digital health technology in a highly innovative environment.
Work Model: Flexible hybrid working model with modern office space in Warsaw.
The controller of your personal data is Roche Polska Sp. The data is processed for the purpose of recruitment. You have the right to access your data, rectify it, delete it, limit processing, transfer it and – if processing is based on your consent – withdraw this consent at any time. Contact the Data Protection Officer at: information on the principles of processing your personal data by Roche at the link:
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This is a contractor position, employed via an agency. Together, more than 100’000 employees across the globe are dedicated to advance science, ensuring everyone has access to healthcare today and for generations to come. Our efforts result in more than 26 million people treated with our medicines and over 30 billion tests conducted using our Diagnostics products. We empower each other to explore new possibilities, foster creativity, and keep our ambitions high, so we can deliver life‑changing healthcare solutions that make a global impact.

📌 Quality Tech Architect (Madrid)
🏢 Roche
📍 Madrid