Liftoff is looking to solve the problem of scaling revenue growth for mobile businesses through the development and maintenance of machine learning models.
Requirements
- 5+ years of industry experience applying Machine Learning (including neural networks) to large scale problems.
- Experience with Recommendation Systems
- Hands on experience with deep neural networks in production at scale.
- Solid engineering and coding skills.
- Experience with AdTech is a solid plus
Responsibilities
- Develop and maintain machine learning models that are integral to our production decision-making system and directly influencing business outcomes.
- Adopt or build new technologies for training and serving ML models.
- Monitor the latest ML research for functional ideas that the team could try.
- Optimize ML Pipelines – Build and scale efficient pipelines for real-time and batch processing.
- Model Monitoring & Improvement – Track performance, detect drift, and automate retraining.
Other
- Use strong communication skills (verbal and written) to explain statistical and machine learning concepts to both technical and non-technical audiences
- Collaborate with a team of world-class engineers with diverse backgrounds.
- Be part of an “engineering excellence” culture through state-of-the-art tools, risk-driven testing, explainable systems, and code review.
- B.S. or higher in Machine Learning, Math, Physics or similar. PhD a plus.
- Travel expectations: attend in-person team gatherings at least once per quarter.
