09 ago
|
AstraZeneca
|
Barcelona
09 ago
AstraZeneca
Barcelona
Experteer Overview
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As Principal AI u0026amp; ML Scientist at Evinova, you frame clinical problems quantitatively and build AI-driven solutions to simplify clinical trial processes. You partner with Clinical Operations and Clinical Development to translate needs into validated models and analyses, with end-to-end responsibility from design to production. You will advance methodological rigor, mentor others, and stay aligned with clinical realities through collaboration with clinicians and medical experts.
This role offers a chance to set the analytical bar for a fast-growing health tech initiative within AstraZeneca, driving real-world impact in trial design and decision-making.
Compensaciones / Ventajas
- Partner with Clinical Operations and Clinical Development to understand problems and trial complexity
- Design and validate AI/advanced analytics solutions to reduce clinical trial complexity
- Become SME on clinical trial design within the AI u0026 Data Science team
- Stay connected to science and clinicians to ground solutions in clinical reality
- Frame healthcare problems quantitatively and develop models and analyses
- Design and run experiments to evaluate methods and quantify impact
- Apply rigorous statistical and ML methods including experimental design and causal inference
- Own model evaluation, clinical validation, endpoints, and real-world evidence
- Translate results into clear decisions and communicate to stakeholders
- Collaborate with engineering to productionize validated models
- Mentor team members in methodological rigor and experimental design
- Collaborate across functions to align AI initiatives with business and clinical goals
- Stay current with advances in ML and statistics; develop novel approaches when needed
Responsabilidades
- Degree in Statistics, Computer Science, Mathematics, Physics, or related quantitative field; advanced degree preferred
- 5+ years in data science or applied ML focused on modeling, experimentation, and validation
- Strong Python with NumPy, pandas, scikit-learn, SciPy, statsmodels, Optuna, TensorFlow/PyTorch
- Strong foundation in statistics, experimental design, hypothesis testing, causal inference, xugodme and uncertainty quantification
- Rigorous model evaluation, handling bias, data leakage, and generalization
- Experiment design and A/B testing experience, including confounded or limited data settings
- Hands-on experience with generative AI and large language models (LLMs) and related integration
- Advanced SQL skills for large datasets
- Experience with clinical, health, or regulated real-world data
- Creative problem-solving and independent work
- Excellent communication with technical, non-technical, and clinical audiences
- Proven ability to translate clinical problems into analytical solutions and build trust
- Demonstrated innovation mindset and ability to work independently
Requisitos principales
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📌 Principal AI&ML Scientist - Evinova (Barcelona)
🏢 AstraZeneca
📍 Barcelona