Job responsibilities
- Design and develop solutions leveraging AI capabilities for data management challenges
- Advises & leads prioritization of research areas supporting data management and governance
- Updates & collaborates with our lines of business and corporate functions to identify co-development solutions focused on data management challenges
Required qualifications, capabilities, and skills
- Formal training or certification on data science concepts and 3+ years applied experience
- Proven experience in deploying and managing machine learning models in production environments.
- Strong ability to monitor ML models in production, addressing model performance and data quality issues effectively.
- Working knowledge of security best practices and compliance standards for Machine Learning systems.
- Experience with infrastructure optimization techniques to enhance performance and efficiency.
- Development of REST APIs using frameworks such as Flask or FastAPI for seamless integration into business solutions
- Preferred qualifications, capabilities, and skills:
- Experience with formal methods, formal verification a plus
- Experience with knowledge graphs and graph theory a plus
- Experience with data management a plus