Lead I
JOB SUMMARY
Design and develop ML solutions, that will enable intelligent experiences and provide value. Collaboratively work with business, technology, and product teams to understand the product objectives and formulate the ML problem, under minimal guidance from Lead II.
Key Responsibilities
1. Executes relevant data wrangling activities related to the problem
2. Conduct ML experiments to understand feasibility; building baseline models to solve the business problem
3. Fine tune the baseline model for optimum performance
4. Test Models internally per acceptance criteria from the business
5. Identify areas and techniques to optimize the model based on test results
6. Document relevant artefacts for communicating with the business
7. Work with data scientists to deploy the models.
8. Work with product teams in planning and execution of new product releases.
9. Set OKRs and success steps for self/ team and provide feedback of goals to team members
10. Identify metrics for validating the models and communicate the same in business terms to the product teams.
11. Keep track of the trends and do rapid prototyping to understand the feasibility of utilizing in existing solutions
