Bengaluru, Karnataka, India · On-site
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 Privacy Notice an…
Skills: Embeddings, Retrieval Augmented Generation, Python, Vector Stores, Data Governance
Hikari, Japan · Hybrid
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 Privacy Notice an…
Skills: Plant Engineering, Equipment Design, GMP, HAZOP, Risk Assessment
Zurich, Zurich, Switzerland · On-site
$159k–$219k/yr
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 Privacy Notice an…
Skills: Regulatory strategy, Drug development, Life-cycle management, Submission excellence, Health authority interaction
Guangzhou City, Guangdong Province, China · On-site
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 Privacy Notice an…
Skills: Market promotion, Client relationship management, Sales performance, Product knowledge, Communication
Wuhan, Hubei, China · On-site
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 Privacy Notice an…
Skills: Market promotion, Customer relationship management, Sales performance, Data reporting, Market analysis
Boston, Massachusetts, United States · On-site
$137k–$215k/yr
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 Privacy Notice an…
Skills: DMPK, Flow cytometry, ddPCR, Nanostring nCounter, Assay development
Hoover, Alabama, United States · On-site
$18/hr–$29/hr
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 Privacy Notice an…
Skills: Laboratory testing, Sample management, Quality control, Equipment maintenance, Specimen handling
Social Circle, Georgia, United States · On-site
$18/hr–$29/hr
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 Privacy Notice an…
Skills: Laboratory testing, Sample management, Quality control, Specimen handling, Equipment maintenance
Vienna, Austria · On-site
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 Privacy Notice an…
Skills: Logistics, Warehouse management, Order picking, Inventory management, Forklift operation
Villach, Carinthia, Austria · On-site
$3k–$4k/mo
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 Privacy Notice an…
Skills: Venipuncture, Patient care, Hygiene standards, Medical documentation, First aid
Orlando, Florida, United States · On-site
$20/hr–$29/hr
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 Privacy Notice an…
Skills: Donor eligibility assessment, Medical history interview, Physical examination, Blood testing, Medical emergency response
Vienna, Austria · On-site
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 Privacy Notice an…
Skills: Equipment cleaning, Filter press operation, Washing machine operation, Autoclaving, GMP documentation
Bengaluru, Karnataka, India · On-site
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 Privacy Notice an…
Skills: Contract management, Procurement, Negotiation, Project management, Compliance
Bengaluru, Karnataka, India · On-site
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 Privacy Notice an…
Skills: Contract management, Procurement operations, Supplier onboarding, Purchase order management, Invoice reconciliation
Zurich, Zurich, Switzerland · On-site
$189k–$260k/yr
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 Privacy Notice an…
Skills: Market Access, Pricing Strategy, Health Technology Assessment, Value Proposition, Evidence Generation
Kissimmee, Florida, United States · On-site
$22/hr–$31/hr
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 Privacy Notice an…
Skills: Donor eligibility assessment, Phlebotomy, Medical history interviewing, Physical examination, Blood testing
Fujisawa, Japan · Hybrid
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 Privacy Notice an…
Skills: Biotherapeutics process development, In-process analytics, Analytical method transfer, GMP compliance, Method validation
Osaka, Japan · Hybrid
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 Privacy Notice an…
Skills: Procurement support, Team management, Project management, Accounting, Accounts payable
Osaka, Japan · Hybrid
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 Privacy Notice an…
Skills: Clinical Development, Project Management, Performance Management, Operational Excellence, Data Analysis
Osaka, Japan · Hybrid
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 Privacy Notice an…
Skills: Procurement operations, Customer service, Service delivery, Stakeholder engagement, Problem-solving
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Curate and govern the context layer including RAG, embeddings, and metadata to improve AI answer quality and minimize hallucinations. Implement chunking strategies and data governance policies while extracting content from enterprise sources via APIs.
Requires 3+ years of data/ML experience with expertise in embeddings, retrieval, and Python coding. Proficiency with vector stores and experience in data governance and content transformation is essential.
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 Privacy Notice and Terms of Use. I further attest that all information I submit in my employment application is true to the best of my knowledge.
THE OPPORTUNITY
Curate and govern the context layer (RAG/KBs, embeddings, metadata, labeling) to improve answer quality and minimize hallucinations, while protecting data/PII.
RESPONSIBILITIES
Curation & Labeling
Extract and curate content from enterprise sources (Confluence, Jira, SharePoint, ServiceNow, qTest) using APIs and automation.
Define chunking and metadata schemas; labeling guidelines; golden Q&A and evaluation sets.
Implement chunking strategies for diverse content types (code repositories, technical documentation, tickets, test cases).
Implement curation workflows and retention policies.
Retrieval Quality
Run A/B experiments across vector stores; monitor answer quality vs. cost/latency; recommend defaults.
Analyze failure cases and propose data-driven improvements.
Data Governance
Enforce data minimization, retention, and access controls; maintain lineage and approvals per RAI (Responsible AI).
Document data sources and usage for audit readiness.
SKILLS & QUALIFICATIONS
Required
3+ years data/ML experience with embeddings/retrieval expertise; strong documentation and runbook skills.
Experience with content transformation, metadata extraction, and labeling workflows.
Familiarity with privacy and data governance principles.
Hands-on experience with vector stores (OpenSearch/pgvector/Kendra/Chroma) and labeling tools.
Experience with REST APIs and data extraction from enterprise systems.
Python coding proficiency for data pipelines and automation.
Preferred/Nice to have
Experience designing golden datasets and evaluation pipelines.
AWS Bedrock Knowledge Bases experience.
Familiarity with software development lifecycle and technical documentation patterns.
Better Health, Brighter Future
We all want a healthier future. Takeda believes that achieving one requires bold reinvention grounded in long-term vision.
Offices: Tokyo, JP · 1 Takeda Parkway, Deerfield, Illinois 60015, US · 40 Landsdowne St, Cambridge, Massachusetts 02139, US · Avenida das Nações Unidas, 14.401, Torre Jequitibá - 10°, 11° e 12° andares, São Paulo, 04794-000, BR · 43 Old Oak Rd, Bellville, Western Cape 7550, ZA
Better Health, Brighter Future
We all want a healthier future. Takeda believes that achieving one requires bold reinvention grounded in long-term vision.
Offices: Tokyo, JP · 1 Takeda Parkway, Deerfield, Illinois 60015, US · 40 Landsdowne St, Cambridge, Massachusetts 02139, US · Avenida das Nações Unidas, 14.401, Torre Jequitibá - 10°, 11° e 12° andares, São Paulo, 04794-000, BR · 43 Old Oak Rd, Bellville, Western Cape 7550, ZA
