Principal AI&ML Scientist – Evinova
Tasks
- Analyze clinical endpoints and study overread
- Assess real world evidence
- Build and validate machine learning models
- Collaborate with engineering for production deployment
- Conduct hypothesis testing
- Design AI and advanced analytics for clinical trials
- Design and run experiments
- Evaluate models and conduct clinical validation
- Frame healthcare problems quantitatively
- Mentor team members in experimental rigor
- Partner with clinical operations and clinical development
- Perform causal inference
- Quantify uncertainty
- Translate analysis into clinical and product decisions
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | Bayesian Methods | Causal Inference | Data leakage | Experimental Design | Generalization | Generative AI | Hypothesis Testing | LLM APIs | Language Models | Large Language Models | MLOps | Machine Learning | Model Evaluation | NumPy | Optuna | Pandas | Probabilistic Modeling | Prompt engineering | PyTorch | Python | Retrieval-Augmented Generation | SQL | SciPy | Scikit-learn | StatsModels | TensorFlow | Uncertainty Quantification
Education
Roles
AI | AI/ML Scientist | ML Scientist | Principal | Principal AI/ML Scientist | Scientist
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