AI/ML Architect for Regulated Content Supply Chain

Roche; Województwo mazowieckie; On-site; PLN 170,000 - 316,000; Full time

Benefits offered by this job

Competitive salary

Annual bonus

Dedicated training budget

Flex Location

Private healthcare

Stock options

Life insurance

Job summary

Roche is seeking an AI/ML Architect to lead the design and operationalization of an AI-enabled content supply chain across Medical Affairs to Commercial Marketing. You will define architecture standards, drive AI initiatives, and ensure scalable, compliant data science solutions in a regulated environment.

The role focuses on building multi-agent pipelines, collaborating with data teams, and aligning with enterprise standards. Strong emphasis on simplicity, developer experience, and governance.

Qualifications

• 7+ years of hands-on programming experience.
• Proficient with Git, GitHub Actions, Docker, AWS and Python.
• Experience designing distributed backend systems in cloud environments (AWS, containers, datastores, serverless, queues).
• Direct experience with LLM orchestration and agent frameworks (LangGraph / Strands).
• Experience with agentic-adjacent tools and observability (LangSmith / LangFuse).
• Understanding trade-offs between databases and caches; selecting tools by access patterns.
• Strong communication to bridge technical and non-technical teams.
• Bias for simple, production-friendly architectures.
• Experience in regulated industries (pharma/healthcare) with compliance by design is nice to have.

Responsibilities

• Designs solutions that meet product requirements, priorities and enterprise standards; manages NFRs and evolves architecture.
• Own the AI systems architecture; design multi-agent pipelines (AWS Bedrock AgentCore; LangGraph/Strands).
• Collaborate with data teams to transform models into high-performance interfaces and semantic caches.
• Set platform standards and patterns; evaluate trade-offs across services.
• Prioritize value and UX to reduce operational drag for internal teams.
• Ensure enterprise platform integration and compliance; drive governance of enterprise standards.
• Follow SDLC practices and security discipline, emphasizing clear communication.

Skills

7+ years of programming

Git

GitHub Actions

Docker

AWS

Python

LLM orchestration

LangGraph

Strands

MLOps

observability tools

APIs & integration

communication

Tools

GitHub Actions

Docker

AWS

Python

Job description

Roche is seeking an AI/ML Architect to lead the design and operationalization of an AI-enabled content supply chain across Medical Affairs to Commercial Marketing. You will define architecture standards, drive AI initiatives, and ensure scalable, compliant data science solutions in a regulated environment.

The role focuses on building multi-agent pipelines, collaborating with data teams, and aligning with enterprise standards. Strong emphasis on simplicity, developer experience, and governance.