Uber · 1 day ago
Staff Machine Learning Engineer - Causal Inference
San Francisco, CA
Full-time
Onsite
Senior Level, Lead/Staff
$223K/yr - $248K/yr
4+ years expUber is focused on maintaining overall marketplace reliability by balancing supply and demand in real-time through dynamic pricing. The Staff Machine Learning Engineer will work with a team to build large-scale pricing optimization systems, utilizing machine learning models to make pricing decisions for Uber's rides products globally.
LogisticsMobile AppsRide SharingSoftwareTransportation
Responsibilities
Build and train machine learning models with sparse data
Design experiments and use a variety of techniques for building causal models
Be a thought leader and help define roadmaps across multiple rider pricing teams
Qualification
Required
PhD in relevant fields (CS, Stats, Economics, Econometrics, etc.) with a focus on Machine Learning
4+ years of experience in an ML role with an emphasis on data and experiment driven model development
Expertise with Causal Inference, DML, etc
Expertise in deep learning and optimization algorithms
Experience with ML frameworks such as PyTorch and TensorFlow
Experience building and productionizing innovative end-to-end Machine Learning systems
Proficiency in one or more coding languages such as Python, Java, Go, or C++
Strong communication skills and can work effectively with cross-functional partners
Strong sense of ownership and tenacity toward hard machine-learning projects
Preferred
Academic background in Economics or Econometrics
Experience in combining observational data with experimental data for building causal models
Experience designing embeddings and combining structural models and regularization techniques for dealing with sparsity
Experience building elasticity models and user behavioral models
Proven track record in conducting experiments and tracking models in high-complexity environments
Benefits
You will be eligible to participate in Uber's bonus program
May be offered an equity award & other types of comp
You will also be eligible for various benefits
Company
Uber
Uber develops, markets, and operates a ride-sharing mobile application that allows consumers to submit a trip request.
10001+ employees
H1B Sponsorship
Uber has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (830)
2024 (796)
2023 (684)
2022 (954)
2021 (750)
2020 (638)
Funding
Current Stage
Public CompanyTotal Funding
$35.56BKey Investors
William AckmanPayPalToyota Motor
2025-09-08Post Ipo Debt· $2.25B
2025-05-13Post Ipo Debt· $1B
2025-01-01Post Ipo Equity· $2.3B
Leadership Team
Dara Khosrowshahi
CEO
Prashanth Mahendra -Rajah
Chief Financial Officer
Recent News
2026-01-08
2026-01-08
Business Insider
2026-01-07
Company data provided by crunchbase