Description

By clicking the “Apply” button, I understand that my employment application process with Takeda will commence and that the information I provide in my application will be processed in line with Takeda’s <a href="https://jobs.takeda.com/privacynotice" target="_blank">Privacy Notice</a> and <a href="https://www.takeda.com/terms-and-conditions/" target="_blank">Terms of Use</a>. I further attest that all information I submit in my employment application is true to the best of my knowledge.<h2>Job Description</h2><div><div>THE OPPORTUNITY </div><div>Curate and govern the context layer (RAG/KBs, embeddings, metadata, labeling) to improve answer quality and minimize hallucinations, while protecting data/PII. </div><div>RESPONSIBILITIES </div><div>Curation & Labeling </div><div><ul><li>Extract and curate content from enterprise sources (Confluence, Jira, SharePoint, ServiceNow, qTest) using APIs and automation. </li></ul></div><div><ul><li>Define chunking and metadata schemas; labeling guidelines; golden Q&A and evaluation sets. </li></ul></div><div><ul><li>Implement chunking strategies for diverse content types (code repositories, technical documentation, tickets, test cases). </li></ul></div><div><ul><li>Implement curation workflows and retention policies. </li></ul></div><div>Retrieval Quality </div><div><ul><li>Run A/B experiments across vector stores; monitor answer quality vs. cost/latency; recommend defaults. </li></ul></div><div><ul><li>Analyze failure cases and propose data-driven improvements. </li></ul></div><div>Data Governance </div><div><ul><li>Enforce data minimization, retention, and access controls; maintain lineage and approvals per RAI (Responsible AI). </li></ul></div><div><ul><li>Document data sources and usage for audit readiness. </li></ul></div><div>SKILLS & QUALIFICATIONS </div><div>Required </div><div><ul><li>3+ years data/ML experience with embeddings/retrieval expertise; strong documentation and runbook skills. </li></ul></div><div><ul><li>Experience with content transformation, metadata extraction, and labeling workflows. </li></ul></div><div><ul><li>Familiarity with privacy and data governance principles. </li></ul></div><div><ul><li>Hands-on experience with vector stores (OpenSearch/pgvector/Kendra/Chroma) and labeling tools. </li></ul></div></div><div><div><ul><li>Experience with REST APIs and data extraction from enterprise systems. </li></ul></div><div><ul><li>Python coding proficiency for data pipelines and automation. </li></ul></div><div>Preferred/Nice to have </div><div><ul><li>Experience designing golden datasets and evaluation pipelines. </li></ul></div><div><ul><li>AWS Bedrock Knowledge Bases experience. </li></ul></div><div><ul><li>Familiarity with software development lifecycle and technical documentation patterns. </li></ul><div><div>WHAT TAKEDA ICC INDIA CAN OFFER YOU: </div></div><div><div><ul><li>Takeda is certified as a Top Employer, not only in India, but also globally. No investment we make pays greater dividends than taking good care of our people. </li></ul></div><div><ul><li>At Takeda, you take the lead on building and shaping your own career. </li></ul></div><div><ul><li>Joining the ICC in Bengaluru will give you access to high-end technology, continuous training and a diverse and inclusive network of colleagues who will support your career growth. BENEFITS:It is our priority to provide competitive compensation and a benefit package that bridges your personal life with your professional career. Amongst our benefits are:</li><li>Competitive Salary + Performance Annual Bonus</li><li>Flexible work environment, including hybrid working</li><li>Comprehensive Healthcare Insurance Plans for self, spouse, and children.</li></ul><ul><li>ABOUT ICC IN TAKEDA:</li><li>Takeda is leading a digital revolution. We’re not just transforming our company; we’re improving the lives of millions of patients who rely on our medicines every day.</li><li>As an organization, we are committed to our cloud-driven business transformation and believe the ICCs are the catalysts of change for our global organization</li><li>Group Term Life Insurance and Group Accident Insurance programs</li><li>Health & Wellness programs including annual health screening, weekly health sessions for employees.</li><li>Employee Assistance Program</li><li>3 days of leave every year for Voluntary Service in additional to Humanitarian Leaves</li><li>Broad Variety of learning platforms </li><li>Diversity, Equity, and Inclusion Programs</li><li>Reimbursements – Home Internet & Mobile Phone</li><li>Employee Referral Program</li><li>Leaves – Paternity Leave (4 Weeks) , Maternity Leave (up to 26 weeks), Bereavement Leave (5 calendar days)</li></ul></div></div><h2>Locations</h2>IND - Bengaluru<h2>Worker Type</h2>Employee<h2>Worker Sub-Type</h2>Regular<h2>Time Type</h2>Full time</div></div><h2>Locations</h2>IND - Bengaluru<h2>Worker Type</h2>Employee<h2>Worker Sub-Type</h2>Regular<h2>Time Type</h2>Full time

Context Trainer (Developer)

Description

Takeda

Pipeline