AstraZeneca

Product Data Architect - Evinova

AstraZeneca$165K — $217K *
Pharmaceuticals & Biotech
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Computer Science, Engineering, Mathematics, Information Science, or related field
  • 8+ years in data architecture, engineering, or platform roles
  • Proven ownership of data architecture for complex products
  • Strong experience in data modeling and design
  • Proficiency in Python and SQL/NoSQL databases
  • Hands-on with ETL processes and data pipelines
  • Strong collaboration skills with Product and Engineering teams

Responsibilities

  • Design and evolve data models for AI-native products
  • Build architectures for LLMs, generative AI, and RAG pipelines
  • Define scalable data flows and integration patterns
  • Ensure consistency and interoperability across product ecosystems
  • Align data architecture with regulatory and enterprise standards
  • Define metrics and dashboards for monitoring data quality
  • Mentor engineers and establish best practices for data architecture

Benefits

  • Flexible work arrangements with a hybrid model
  • Opportunities for professional growth and mentorship
  • Engagement with innovative healthcare solutions
  • Inclusive environment with a commitment to diversity
  • Access to comprehensive health benefits including medical, dental, and vision
Full Job Description
Role Summary:

As a Product Data Architect at Evinova, you will shape the data architecture behind our AI-powered products, including Study Designer and AI Document Authoring. You'll design scalable, secure, and high-quality data solutions that enable smarter, more connected clinical trials.

Working closely with Product and Engineering teams, you'll define data models, integration patterns, and standards that support both current delivery and future innovation-especially across AI, LLM, and RAG-driven capabilities in a regulated environment.

This is a high-impact role where you'll help build the data foundations that power the next generation of digital health solutions.

What You'll Do:

Shape Data Architecture for AI-Powered Products
  • Design and evolve data models that power our AI-native products
  • Build and guide architectures supporting LLMs, generative AI, and RAG pipelines
  • Define scalable data flows, integration patterns, and interfaces across products
  • Establish reusable data patterns to support long-term product growth


Ensure Quality, Compliance, and Scalability
  • Drive consistency and interoperability across our product ecosystem
  • Align data architecture with regulatory and enterprise standards (including GxP)
  • Support data governance practices like access, retention, and auditability
  • Identify risks and continuously improve data architecture and performance


Use Data to Drive Better Decisions
  • Define metrics and dashboards to monitor data quality and system health
  • Turn insights into actionable improvements for product and engineering teams
  • Promote a strong data quality mindset across teams


Collaborate and Deliver Across Teams
  • Partner with Product and Engineering to bring scalable data solutions to life
  • Work closely with global teams and external partners to guide implementation
  • Stay hands-on when needed-supporting design, troubleshooting, and delivery


Lead and Elevate Data Excellence
  • Mentor engineers and help set best practices for data architecture
  • Contribute to a shared vision across teams and geographies
  • Help define how data supports AI-driven product innovation at scale

What Success Looks Like:
  • Data models and interfaces are clear, scalable, and widely adopted across teams
  • Product teams move faster with fewer data-related blockers or rework
  • Data architecture evolves seamlessly as products, AI capabilities, and usage grow
  • LLM and RAG pipelines are reliable, transparent, and meet both technical and regulatory standards
  • You are seen as a trusted partner by Product and Engineering leadership


Required Qualifications
  • Bachelor's degree in Computer Science, Computer Engineering, Mathematics, Information Science, or a related field
  • 8+ years of experience in data architecture, data engineering, or platform architecture roles
  • Proven experience owning data architecture for complex products or product suites
  • Strong experience in data modeling and data design
  • Proficiency in Python
  • Experience working with SQL and NoSQL databases
  • Hands-on experience building and managing ETL processes and data pipelines
  • Demonstrated ability to make architectural decisions with product-level impact
  • Strong collaboration skills with Product and Engineering teams
  • A data-driven mindset, with experience defining metrics and using insights to guide decisions


Preferred Qualifications
  • Experience architecting data layers for AI/ML-powered products - especially LLM pipelines, RAG architectures, vector databases, or embedding strategies.
  • Familiarity with GxP software validation, computerised system validation (CSV), or regulated-industry quality practices.
  • Background in life sciences, health-tech, or clinical-trial technology.
  • Experience working with geographically distributed teams and external vendor squads.
  • Experience operating within a Data Owner / Data Steward governance model.
  • Experience defining reference architectures reused across multiple products.
  • Prior experience mentoring senior engineers or architects.


SO, WHAT'S NEXT?

To be considered for this exciting opportunity, please complete the full application on our website at your earliest convenience - it is the only way that our Recruiter and Hiring Manager can know that you feel well qualified for this opportunity. If you know someone who would be a great fit, please share this posting with them.

Where can I find out more?
  • Explore what we're building: www.evinova.com
  • Stay connected and see our impact in action: https://www.linkedin.com/company/evinova/


Apply today to bring smarter, faster clinical trials to life!

#LI-Hybrid

The annual base pay for this position ranges from $165,656.80 - $ 217,424.55 USD. Base pay offered may vary depending on multiple individualized factors, including market location, job-related knowledge, skills, and experience.

In addition, our positions offer a short-term incentive bonus opportunity; eligibility to participate in our equity-based long-term incentive program. Benefits offered included a qualified retirement program [401(k) plan]; paid vacation and holidays; paid leaves; and, health benefits including medical, prescription drug, dental, and vision coverage in accordance with the terms and conditions of the applicable plans.

Additional details of participation in these benefit plans will be provided if an employee receives an offer of employment. If hired, employee will be in an "at-will position" and the Company reserves the right to modify base pay (as well as any other discretionary payment or compensation program) at any time, including for reasons related to individual performance, Company or individual department/team performance, and market factors.

Date Posted
10-Jun-2026

Closing Date
29-Jun-2026

About AstraZeneca

AstraZeneca is a British-Swedish multinational pharmaceutical company that specializes in the research, development, and manufacturing of prescription drugs. The company was formed in 1999 through the merger of Astra AB and Zeneca Group plc. AstraZeneca's products are used to treat a wide range of medical conditions, including cancer, cardiovascular disease, respiratory disease, and diabetes. The company has operations in over 100 countries and employs more than 76,000 people worldwide. AstraZeneca is committed to developing innovative medicines that improve the health and well-being of people around the world.
Learn more about AstraZeneca
Size
83,100 employees
Market Cap
$211.5 billion
Industry
Net Income
$3.1 billion
Founded
1999
5 Year Trend
+10.2%
Revenue
$26.6 billion
NASDAQ

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