Data Engineering Specialist

17 hours ago


Dindigul, Tamil Nadu, India beBeeEngineering Full time ₹ 15,00,000 - ₹ 20,00,000
Job Title: Data Engineering Specialist

Develop innovative solutions for synthetic and automated test data generation.

Key Responsibilities:
  • Create intelligent frameworks to generate synthetic clinical and operational datasets.
  • Design and implement CDISC-compliant datasets (SDTM, ADaM) for data transformation, analysis, and reporting workflows.
  • Simulate domain-specific datasets (adverse events, labs, demographics, drug exposure) with variability and referential integrity.
  • Develop connectors for Define-XML, Pinnacle21 validation, and statistical programming workflows.
  • Apply generative AI (LLMs, GANs, diffusion models) to model realistic clinical scenarios.
  • Generate synthetic patient journeys across EDC, eCOA, CTMS, LIMS, and PV systems.
  • Use AI-driven automation to simulate rare or complex cases for stress and edge-case testing.
  • Ensure adherence to regulatory standards (GxP, 21 CFR Part 11, HIPAA, GDPR).
  • Implement anonymization/obfuscation while maintaining clinical and statistical fidelity.
  • Produce validation protocols and documentation for audit and inspection readiness.
  • Collaborate with Clinical Data Management, Biostatistics, Pharmacovigilance, and Compliance teams to gather requirements.
  • Embed test data generation into CI/CD pipelines, trial simulations, and automated validation environments.
  • Partner with subject matter experts to validate AI-generated datasets for regulatory acceptability.

Benefits: Opportunity to work on cutting-edge projects, develop expertise in AI-driven test data generation, and contribute to the development of innovative solutions.

Requirements: Proficiency in Python, experience with AI-driven test data generation, and knowledge of regulatory standards.



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