What You'll Do:
- Contribute directly to improving Lime’s demand forecasting and positioning algorithms.
- Help set and execute a multi-year ML strategy, incorporating state-of-the-art technologies, processes and techniques.
- Collaborate closely across engineering, product, data science, operations and more to make the best technical and product decisions.
- Coach engineers and data scientists.
About You:
- 7+ years of industry professional software engineering and/or ML experience with a track record of building and maintaining successful products.
- Experience employing a variety of machine learning techniques
- Collaboration skills when working cross-functionally with product managers, operations teams and other stakeholders to translate business requirements into technical solutions.
- Passion for helping your teammates grow and influencing the technical culture.
- Ability to set a technical vision and execute against it.
- Sense of urgency to get things done and deliver incrementally
- Specific experience in forecasting demand
- Specific experience with reinforcement learning
- Specific experience with online learning
- Experience or interest in experimenting with LLMs
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