Data Scientist - Generative AI Foundation Specialist
Location
Hyderabad / Chennai
Job Type
Full-Time
Experience Level
Mid-level, Manager-level (3-5 Years)
Salary Range
Not disclosed
Job Description
Your Opportunity: Infrastructure & System Transformation (Primary Focus): Agentic Infrastructure: Build an extensible multi-agent infrastructure designed for a fast-moving team within a large enterprise environment System Evolution: Design and build the required infrastructure to turn traditional services into agentic components and transform traditional ML models into agents. MCP Integration: Convert traditional API services into Model Context Protocol (MCP) compliant tools to enhance system interoperability Governance & Security: Design and implement proper governance frameworks for agents and data sources to ensure secure and compliant operations Technical Innovation & Leadership (Primary Focus): Strategic Influence: Influence technical decisions and priorities while staying on the cutting edge of LLMs and multimodal agentic architectures Technical Currency: Proactively bring in the newest technologies in the fields of Generative AI infrastructure, security, and observability Organizational Representation: Represent the team and the global Roche organization on foundational AI topics Strategic Collaboration: Maintain thriving relationships with internal and external partners to foster deep collaboration Performance & Data Architecture (Secondary Focus): Observability Mastery: Utilize advanced observability tools to monitor and evaluate the health of agentic systems System Optimization: Apply a deep understanding of factors impacting performance, such as cost, reliability, and latency, to optimize agentic systems RAG & Data Mastery: Implement mastery of RAG architecture, document optimization (chunking), and vector/graph databases SQL Techniques: Utilize SQL and AI-generated SQL techniques to handle complex data requirements Coaching, Culture, and Compliance: Mentorship: Coach team members and stakeholders to become more AI-savvy Strategic Insights: Surface potential systemic issues to leadership to ensure continuous improvement Innovation Mindset: Maintain a willingness to take risks, fail forward, and compromise based on business priorities Compliance: Ensure all activities strictly comply with laws, regulations, and policies governing Roche Who you are: You are someone holds Bachelor’s degree in a relevant field (Computer Science, Data Science, AI, etc.). and minimum 4+ years of experience, with 3 years of dedicated experience building infrastructure for Generative AI products in B2B environments Protocols & Tools: You possess mastery of Gen AI tools, MCP, and A2A protocols Framework Expertise: You have hands-on experience with LangChain, LangGraph, AWS Agentcore, or similar frameworks Data Architecture: You demonstrate mastery of vector and graph databases RAG Mastery: You are an expert in RAG architecture and document optimization methods like chunking Communication: You possess excellent verbal and written communication skills, with the ability to present complex technical architectures to non-technical stakeholders Good to Have Multimodal AI: Experience with multimodal Gen AI tools, particularly voice-based interfaces Security: Practical experience with common security protocols Industry Context: Previous experience in healthcare, pharmaceutical, or highly regulated industries
About Roche
Roche is a global pioneer in pharmaceuticals and diagnostics focused on advancing science to improve people’s lives. The combined strengths of pharmaceuticals and diagnostics under one roof have made Roche the leader in personalised healthcare – a strategy that aims to fit the right treatment to each patient in the best way possible. Roche is the world’s largest biotech company, with truly differentiated medicines in oncology, immunology, infectious diseases, ophthalmology and diseases of the central nervous system. Roche is also the world leader in in vitro diagnostics and tissue-based cancer diagnostics, and a frontrunner in diabetes management. Founded in 1896, Roche continues to search for better ways to prevent, diagnose and treat diseases and make a sustainable contribution to society. The company also aims to improve patient access to medical innovations by working with all relevant stakeholders. Thirty medicines developed by Roche are included in the World Health Organization Model Lists of Essential Medicines, among them life-saving antibiotics, antimalarials and cancer medicines. Roche has been recognised as the Group Leader in sustainability within the Pharmaceuticals, Biotechnology & Life Sciences Industry ten years in a row by the Dow Jones Sustainability Indices (DJSI).
Connections
Sai Charan
Senior Developer
Kalpana Sharma
Team Lead
Rahul Patel
Full Stack Developer
Priya Singh
Frontend Developer
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