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The Position AI and ML architect for Commercial Content Supply Chain
Purpose of the role Join us and help rethink the way our organization engages with customers! We are seeking a highly skilled and experienced AI/ML Architect to join our team, focusing on the strategic design and implementation of advanced AI solutions.
This role is central to creating a cutting-edge, AI-enabled content supply chain, spanning from Medical Affairs through Commercial Marketing. The successful candidate will possess a profound foundation in AI/ML and MLOps, coupled with deep expertise in software architecture, data science, and the unique challenges of content generation and analytics in a regulated environment. This individual will be a key technical leader, driving our AI initiatives, setting architectural standards, and ensuring the successful operationalization of data science solutions that deliver significant, measurable business value across the organization.
Job Responsibilities
• Content Leadership: Designs solutions that meet product requirements, business priorities, and enterprise standards within a specific Solution Context. Manages Non-Functional Requirements (NFR) and fitness functions. Documents and evolves the architecture throughout the product life cycle and aligns with the architecture community for governance.
• Own the AI Systems Architecture: design and refine our multi-agent pipelines (using AWS building blocks, Bedrock AgentCore, and orchestration frameworks like LangGraph or Strands)
• Partner with upstream data teams: work with data warehouse and analytics teams to turn complex models into high-performance, application-ready read interfaces and semantic caching layers
• Collaborate on platform standards: partner with other architects and engineering leads to evaluate technical trade-offs and establish consistent patterns across services
• Prioritize value over hype, focus on developer and user experience: ensure the backend architecture actually makes daily work simpler and faster for internal teams and creators, rather than introducing operational drag
• Enterprise platforms and standards: ensure smooth integrations with enterprise platforms and services, track the enterprise standards, guidelines and recommendations and ensure our compliance, be the feedback-loop driver - to make us also shape the enterprise architecture and solutions
• SDLC practices and security discipline, while recognizing that team alignment and clear communication often matter more than the tools themselves
Qualifications
• 7+ years of hands-on programming experience
• Proficient with technologies: git, github actions, docker, AWS, Python
• Solid background designing and running distributed backend systems in cloud environments (AWS, working with containers, managed datastores, serverless components, and message queues)
• Direct experience with LLM orchestration and agent frameworks (preferable LangGraph and / or Strands). You understand the practical issues that crop up in production, as well as AI-specific security risks
• Experience with agentic-adjacent tools and solutions - MCP servers, agent memory management, agentic identity and access control, observability tools (e.g. LangSmith or LangFuse)
• Understand the trade-offs between relational databases, document/key-value stores, and in-memory caches, and choose tools based on access patterns rather than habit or hype
• Practical integration experience. You’ve built and consumed APIs across different team boundaries, and you understand the realities of network limits, caching strategies, and eventual consistency
• Clear communication - be the bridge between technical and non-technical folks. You can explain a technical trade-off plainly to product managers, debate implementation details constructively with engineering peers, and align different teams without drama.
• A strong bias for simplicity. You prefer straightforward architectures that run predictably in production over clever designs that require constant babysitting.
• Experience working in regulated industries (pharma or healthcare) with an understanding of compliance by design, audit trails, and strict data residency/privacy requirements is nice to have
What you get:
• Competitive salary based on the employment contract (Umowa o pracę).
• Annual bonus payment based on your performance.
• Dedicated training budget (training, certifications, conferences, diversified career paths etc.).
• Recharge Fridays (2 Fridays off per quarter available).
• Take time Program (up to 3 months of leave to use for any purpose).
• Vacation subsidy available.
• Flex Location (possibility to perform our work from different places in the world for a certain period of time).
• Take Time for Charity (additional paid leave of maximum 2 weeks to engage in the charity action of your choice).
• Private healthcare (LuxMed packages), group life insurance (UNUM) and Multisport.
• Stock share purchase additions.
• Yearly sales of company laptops and cars and many more!
Ready to shape the future of healthcare with us? Apply now and submit your CV - let's talk about what we can build together! If you feel this offer suits a friend of yours, feel free to share it.
The controller of your personal data is Roche Polska Sp. z o.o., ul. Domaniewska 28, 02-672 Warsaw. 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: Ochrona.danych@roche.com. More information on the principles of processing your personal data by Roche at the link: https://www.roche.pl/pl/content/klauzula-informacyjna-rekrutacja-en.html
Roche Polska sp. z o.o. operates in full compliance with the law and does not tolerate any violations. Roche Polska sp. z o.o. has implemented a Procedure for Reporting Violations of Law. If you wish to report any irregularities related to our activities, all necessary information regarding the reporting process can be found on our website: https://www.roche.pl/kontakt/ochrona-sygnalistow-zglaszanie-naruszen.
Compensation & Benefits The expected salary range for this position, based on the primary location of Warsaw Grafit is 170,100.00 PLN - 315,900.00 PLN. Final compensation will be determined by a number of factors, including your skills, experience, qualifications, and location. In addition to base pay, this role may be eligible for a discretionary annual bonus with a target of 15% subject to both individual and company performance. This position also offers an attractive benefits package.
Learn more about how we reward our employees at Roche.
Who we are A healthier future drives us to innovate. 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.
Let’s build a healthier future, together.
Roche is an Equal Opportunity Employer.