AI/ML Architect — Content Supply Chain (Remote)

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

Benefits offered by this job

Annual bonus

Training budget

Recharge Fridays

Take Time Program

Private healthcare

Multisport

Job summary

Roche seeks an AI and ML Architect for Commercial Content Supply Chain in Warsaw. You will lead the design and implementation of AI-enabled content solutions spanning Medical Affairs to Commercial Marketing, with a focus on production-ready ML systems and compliant data handling.

You will guide architecture, governance, and SDLC practices while collaborating with data and engineering teams to deliver measurable business value in a regulated healthcare environment.

Qualifications

• 7+ years of hands-on programming experience.
• Proficient with git, GitHub Actions, Docker, AWS, Python.
• Solid background designing and running distributed backend systems in cloud environments.
• Direct experience with LLM orchestration and agent frameworks (LangGraph/Strands).
• Experience with agentic-adjacent tools and observability (LangSmith/LangFuse).
• Understanding of data stores and caching strategies; practical API integration.

Responsibilities

• Content Leadership: designs solutions meeting product requirements and standards; manages NFRs and guides architecture evolution.
• Own the AI Systems Architecture: design and refine multi-agent pipelines using AWS Bedrock AgentCore and orchestration frameworks.
• Partner with upstream data teams to build read interfaces and semantic caching layers.
• Collaborate on platform standards and establish consistent patterns across services.
• Prioritize value and developer experience to reduce operational drag.
• Ensure SDLC practices and security discipline are followed.
• Support enterprise integrations and ensure compliance with enterprise standards.

Skills

Experience 7+ yrs

Git/GitHub Actions

Docker

AWS

Python

LLM orchestration

LangGraph/Strands

Software architecture

Tools

Bedrock AgentCore

LangGraph

Strands

LangSmith

APIs

Job description

Roche seeks an AI and ML Architect for Commercial Content Supply Chain in Warsaw. You will lead the design and implementation of AI-enabled content solutions spanning Medical Affairs to Commercial Marketing, with a focus on production-ready ML systems and compliant data handling.

You will guide architecture, governance, and SDLC practices while collaborating with data and engineering teams to deliver measurable business value in a regulated healthcare environment.