AI/ML Solution Architect - RDT Global Products & GPS

Brak informacji o wynagrodzeniu

SeniorOn-site·WarszawaFull-time

#477933·Dodano wczoraj·0

Źródło: Roche

Aplikuj teraz

Tech Stack / Keywords

AWSBedrock AgentCoreLangGraphStrandsPython Docker GitHub Actions GitMCPLangSmith

Podsumowanie oferty

Design and implement AI solutions for a Commercial Content Supply Chain spanning Medical Affairs and Commercial Marketing. Own the architecture of multi-agent pipelines using AWS, Bedrock AgentCore, and orchestration frameworks such as LangGraph or Strands.

Wymagania

7+ years of hands-on programming experience.
Proficiency with Git, GitHub Actions, Docker, AWS, and Python.
Experience designing and running distributed backend systems in cloud environments, including containers, managed datastores, serverless components, and message queues.
Direct experience with LLM orchestration and agent frameworks, preferably LangGraph and/or Strands, including production challenges and AI-specific security risks.
Experience with agent-adjacent tools and solutions, including MCP servers, agent memory management, agentic identity and access control, and observability tools such as LangSmith or LangFuse.
Understanding of trade-offs between relational databases, document/key-value stores, and in-memory caches, and ability to choose tools based on access patterns.
Practical integration experience building and consuming APIs across team boundaries, and understanding network limits, caching strategies, and eventual consistency.
Clear communication skills to explain technical trade-offs, discuss implementation details with engineering peers, and align teams.
Preference for straightforward architectures that run predictably in production.

Nice to have:

Experience working in regulated industries such as pharma or healthcare, with an understanding of compliance by design, audit trails, and strict data residency and privacy requirements.

Obowiązki

Design solutions that meet product requirements, business priorities, and enterprise standards within a Solution Context; manage NFRs and fitness functions, document and evolve the architecture throughout the product life cycle, and align with the architecture community for governance.
Design and refine multi-agent pipelines using AWS building blocks, Bedrock AgentCore, and orchestration frameworks such as LangGraph or Strands.
Work with data warehouse and analytics teams to turn complex models into high-performance, application-ready read interfaces and semantic caching layers.
Partner with architects and engineering leads to evaluate technical trade-offs and establish consistent patterns across services.
Ensure the backend architecture makes daily work simpler and faster for internal teams and creators.
Ensure integrations with enterprise platforms and services, track enterprise standards and guidelines, ensure compliance, and provide feedback to shape enterprise architecture and solutions.
Apply SDLC practices and security discipline.

Benefity

Annual performance-based bonus.
Dedicated budget for training, certifications, and conferences.
Recharge Fridays: two Fridays off per quarter.
Take Time Program: up to three months of leave for any purpose.
Vacation subsidy.
Flex Location: possibility to work from different places in the world for a limited period.
Up to two weeks of additional paid leave to participate in a charity activity of your choice.
Private healthcare, group life insurance, and Multisport.
Stock share purchase additions.
Yearly sales of company laptops and cars.

Premie

Dofinansowanie szkoleń

Płatny urlop

Opieka zdrowotna

Ubezpieczenie

Karta sportowa

Udziały pracownicze

Roche

52 aktywne oferty

Zobacz wszystkie oferty

Aplikuj teraz