Senior Machine Learning Position
We are seeking a highly skilled Senior Machine Learning professional to drive the development and implementation of cutting-edge machine learning solutions.
Key Responsibilities:
1. Identify and Prioritize Opportunities: Collaborate closely with product, engineering, and business stakeholders to identify and prioritize high-impact machine learning opportunities that align with our strategic objectives.
2. Design and Develop Models: Lead the end-to-end development of machine learning models – from data collection and feature engineering to algorithm selection, training, tuning, and validation.
3. Deploy and Integrate Solutions: Develop production-grade code and systems to deploy, serve, and monitor machine learning models at scale, ensuring reliability and performance. Integrate models effectively into our products and internal systems.
4. Measure and Improve Performance: Define key performance metrics, establish robust monitoring frameworks, analyze model performance in production, and drive continuous improvement through iteration and experimentation.
5. Communicate Complex Concepts: Clearly communicate complex machine learning concepts, model behaviors, and results to both technical and non-technical audiences.
6. Establish Best Practices: Establish machine learning development best practices, coding standards, and documentation. Guide and mentor junior team members to foster growth and expertise within the team.