Lead I - ML Engineering

Pay Rate: $74.0 per hour

Responsibilities:

• Design and develop ML solutions to enable intelligent experiences and provide value.
• Collaboratively work with business, technology, and product teams to understand product objectives and formulate the ML problem.
• Execute relevant data wrangling activities related to the problem.
• Conduct ML experiments to understand feasibility and build baseline models to solve business problems.
• Fine-tune the baseline model for optimum performance.
• Test models internally per acceptance criteria from the business.
• Identify areas and techniques to optimize the model based on test results.
• Document relevant artifacts for communication with the business.
• Work with data scientists to deploy the models.
• Collaborate with product teams in planning and execution of new product releases.
• Set OKRs and success steps for self/team and provide feedback on goals to team members.
• Identify metrics for validating the models and communicate them in business terms to the product teams.
• Keep track of trends and conduct rapid prototyping to assess feasibility for existing solutions.

Requirements:

• Minimum experience in executing data wrangling activities and conducting ML experiments.
• Experience in building and fine-tuning ML models.
• Strong ability to collaborate with cross-functional teams.
• Proficiency in documenting and communicating technical artifacts.

Preferred Skills:

• Experience in deploying ML models in production environments.
• Familiarity with setting and tracking OKRs in a team setting.
• Ability to rapidly prototype and evaluate emerging ML trends.