Base Salary
$202k - $224k/yr
Responsibilities
- Own targeting and personalization models from problem framing through deployment and monitoring.
- Build treatment-effect and uplift models to estimate the incremental impact of Membership interventions.
- Design budget-aware allocation systems for consumer offers under real business constraints.
- Build ranking and sequencing models for Membership messaging across Mobility and Delivery.
- Productionize models in real-time serving paths and large-scale batch pipelines.
- Design and analyze experiments to measure incremental product impact.
- Translate ambiguous Membership growth problems into concrete ML solutions with cross-functional partners.
Requirements
- 5+ years of experience building and shipping production machine learning models.
- Strong proficiency in Python and modern machine learning frameworks such as PyTorch, scikit-learn, XGBoost, or LightGBM.
- Strong SQL and large-scale data processing experience with Spark, Hive, Presto, or similar technologies.
- Experience with experimental design, A/B testing, and measuring noisy product outcomes.
- Experience owning ML systems from offline development through serving, monitoring, and retraining.
- Experience applying ML to user-facing products or business decisions.
- Bachelor's degree in a quantitative field or equivalent practical experience.
- Preferred: experience with membership, subscription, growth, or consumer engagement products.
- Preferred: experience with uplift modeling, treatment effects, ranking, recommendation, or sequential decision systems.
- Preferred: experience with constrained optimization, incentives, promotions, pricing, or offer targeting at consumer scale.
- Preferred: experience translating consumer needs and business constraints into measurable ML outcomes.
- Preferred: experience collaborating across Product, Engineering, Data Science, Finance, or Marketing.
- Preferred: familiarity with conversion, retention, LTV, cannibalization, and incrementality metrics.
Benefits
- For San Francisco, CA-based roles, the base salary range is USD $202,000-$224,000 per year.
- Eligible for Uber's bonus program and may be offered equity awards and other compensation.
- Eligible for a 401(k) plan and various benefits.
- Full-time role.
Tech Stack
Categories
About Uber
We are Uber. The go-getters. The kind of people who are relentless about our mission to help people go anywhere and get anything and earn their way. Movement is what we power. It’s our lifeblood. It runs through our veins. It’s what gets us out of bed each morning. It pushes us to constantly reimagine how we can move better. For you. For all the places you want to go. For all the things you want to get. For all the ways you want to earn. Across the entire world. In real time. At the incredible speed of now. The idea for Uber was born on a snowy night in Paris in 2008, and ever since then our DNA of reimagination and reinvention carries on. We’ve grown into a global platform powering flexible earnings and the movement of people and things in ever expanding ways. We’ve gone from connecting rides on 4 wheels to 2 wheels to 18-wheel freight deliveries. From takeout meals to daily essentials to prescription drugs to just about anything you need at any time and earning your way. From drivers with background checks to real-time verification, safety is a top priority every single day. At Uber, the pursuit of reimagination is never finished, never stops, and is always just beginning.