Takeda

Takeda

Posted via Workday

MSAT Data Products Lead

Apply by Sep 18, 2026

Posted Sep 16, 2026

Role at a glance

Job function
AI & Data Data Engineering Data Analytics
Salary
Not Disclosed
Location
IND, Bengaluru
Work arrangement
On-site
Employment
Full-time

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About the role

Original posting provided by Takeda

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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.

Job Description

ROLE: MSAT Data Product Lead

LOCATION: Bengaluru

OBJECTIVES/PURPOSE:

  • Translate MSAT business and scientific requirements into scalable data products
  • Develop MSAT data products using GSQ NorthStar tools & platforms
  • Manage, govern MSAT data products in alignment with SAFe principles and agile delivery practices
  • Define end-user, and data requirements to enable scale and value for MSAT.
  • Monitor digital adoption and foster community of practices for data products in MSAT

ACCOUNTABILITIES:

  • Translate scientific requirements into data product requirements for MSAT
  • Develop, deploy and maintain MSAT data products incl. scientific dashboards such as process capability, CPV dashboards, predictive failure rates
  • Manage the lifecycle of data products from requirements to continuous improvement.
  • Partner with DD&T, ICC and relevant MSAT teams to deliver complex data products
  • Orchestrate data models (taxonomy requirements) for MSAT data products.
  • Ensure data products are reliable, compliant, and aligned with enterprise data standards.
  • Use AGILE ways of working (SAFe, Jira) to deliver MSAT data products at scale

DIMENSIONS AND ASPECTS

Technical/Functional Expertise :

  • Extensive experience with data product development and AGILE frameworks (SAFe, Jira)
  • Deep Knowledge in Databricks, and web-based apps like Streamlit, Plotly, etc
  • Good Understanding of MSAT processes, manufacturing and QC data.
  • Knowledge of data modeling, taxonomies in Databricks and data historians
  • Strong stakeholder management and cross-functional collaboration skills.

Leadership

  • Champion a culture where every MSAT datapoint is accessible to anyone, anytime
  • Support to drive digital adoption by leading change, enabling teams through training, and inspiring the use of data products.
  • Mentor others on CMC data practices

Decision-making and Autonomy

  • Define CMC data product standards, maintenance strategies, and tool utilization within NorthStar
  • Lead decisions on data model enhancements and taxonomy governance
  • Conduct root-cause analysis and troubleshooting while effectively coordinating and delegating tasks to ICC

Interaction:

  • Build and strengthen data relationships across MSAT modalities and partner functions (R&D Pharmaceutical Sciences) to align on global standards and shared data products
  • Interface with DD&T ICC, CMC and Process Science across modalities to define business requirements, data requirements, governance requirements

Innovation

  • Anticipate and respond to shifts in technology and industry trends to position Takeda at the forefront of digital and model-based manufacturing.

Complexity

  • Collaborate across multiple NorthStar tools and platforms to enable integrated data solutions
  • Balance global standards with local business and operational needs
  • Adapt effectively to evolving CMC data landscapes and changing business requirements

EDUCATION, BEHAVIOURAL COMPETENCIES AND SKILLS: 

Education / Experience:

  • Advanced degree (Master’s or higher) in STEM, Computer Science, Data Science, or a related field
  • Minimum of 5 years of experience in the pharmaceutical or biotech industry, with expertise in CMC and/or MSAT
  • Strong hands-on experience with Databricks and web-based application development platforms such as Streamlit, Plotly, etc.
  • Proven track record of delivering data products using the SAFe (Scaled Agile Framework) methodology
  • Extensive experience managing and maintaining data products within GxP-regulated environments
  • Demonstrated ability to deliver impactful solutions and drive collaboration within complex matrix organizations.

Locations

IND - Bengaluru

Worker Type

Employee

Worker Sub-Type

Regular

Time Type

Full time
Takeda

About the company

Takeda

Large Enterprise

Takeda is a global biopharmaceutical company headquartered in Tokyo, Japan, with a rich history spanning over 240 years. Specializing in the research, development, and commercialization of innovative medicines, Takeda focuses on therapeutic areas such as oncology, gastroenterology, neuroscience, and rare diseases. Committed to improving patient outcomes, the company harnesses advanced technologies and scientific expertise to deliver breakthrough therapies and enhance healthcare worldwide. Takeda's dedication to sustainability and social responsibility underscores its mission to strive towards better health for people and communities across the globe.