
Python AI Specialist
18 hours ago
Job Summary:
About the RoleWe are seeking a Python AI Engineer to design and implement intelligent frameworks for synthetic data generation in support of clinical trials, regulatory submissions, and GxP-compliant systems.
This role will leverage AI/ML and automation to deliver high-quality datasets that reduce reliance on production data, accelerate testing cycles, and ensure compliance with FDA, EMA, and global standards.
Key Responsibilities:- Build Python frameworks to generate synthetic clinical and operational datasets.
- Produce CDISC-compliant datasets (SDTM, ADaM) for data transformation, analysis, and reporting workflows.
- Simulate domain-specific datasets with variability and referential integrity.
- Develop connectors for Define-XML, validation, and statistical programming workflows.
- Apply generative AI (LLMs, GANs, diffusion models) to model realistic clinical scenarios.
- Create synthetic patient journeys across various systems.
- Use AI-driven automation to simulate rare or complex cases.
- Ensure adherence to GxP, 21 CFR Part 11, HIPAA, and GDPR standards.
- Implement anonymization/obfuscation while maintaining clinical fidelity.
- Produce validation protocols and documentation for audit readiness.
- Work with Clinical Data Management, Biostatistics, Pharmacovigilance, and Compliance teams.
- Embed data generation into CI/CD pipelines and automated validation environments.
- Partner with SMEs to validate datasets for regulatory acceptability.
- Strong Python expertise (pandas, NumPy, scikit-learn, PyTorch/TensorFlow).
- Hands-on experience generating synthetic clinical data or applying CDISC standards.
- Familiarity with clinical data management systems.
- Knowledge of GxP/regulated data handling.
- Experience with test automation frameworks and validation tools.
- Background supporting clinical trial systems.
- Understanding of statistical workflows and integration into test pipelines.
- Cloud experience for secure AI/ML deployment.
- Experience with inspection readiness and validation documentation.
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