Artificial Intelligence Data Scientist
hace 2 semanas
Pfizer's Artificial Intelligence, Data, and Analytics organization (AIDA) is dedicated to leveraging cutting-edge technology to inform critical business decisions and improve customer experiences for patients and physicians.
We are seeking an experienced Artificial Intelligence Data Scientist to join our team. As a key member of the Industrialization team, you will be responsible for determining model performance metrics and implementing monitoring dashboards. You will also work closely with stakeholders to determine and implement model retraining trigger mechanisms and design champion/challenger model and A/B testing automation.
You will be responsible for:
- Determining model performance metrics and implementing monitoring dashboards.
- Determining and implementing model retraining trigger mechanisms.
- Designing champion/challenger model and A/B testing automation.
- Implementing CI/CD orchestration for data science pipelines.
- Managing the production deployments and post-deployment model lifecycle management activities: drift monitoring, model retraining, and model technical evaluation & business validation.
To be successful in this role, you must have:
- A Bachelor's degree in ML engineering related area (Data Science, Computer Engineering, Computer Science, Information Systems, Engineering or a related discipline).
- 5+ years of work experience in data science, analytics, or engineering for a diverse range of projects.
- Strong hands-on skills in ML engineering and data science (e.g., Python, R, SQL, industrialized ETL software).
- Experience working in a cloud-based analytics ecosystem (AWS, Snowflake, etc.).
- Highly self-motivated to deliver both independently and with strong team collaboration.
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