Senior Machine Learning Engineer
Job Description
Uber Freight Marketplace is hiring a Senior Machine Learning Engineer to modernize and own end-to-end machine learning for the UF marketplace.
Responsibilities
- Own end-to-end ML models for the UF marketplace, including cost prediction and booking probability
- Extend modeling to additional marketplace signals such as demand elasticity and related use cases
- Partner with backend engineers to productionize models
- Ensure models work as expected after deployment and maintain model performance in production
Requirements
- 4+ years of experience developing ML models to solve business problems
- Bachelor’s degree in Computer Science, Computer Engineering, or a related field
- Familiarity with modern AI/ML frameworks, including PyTorch
- Adaptive development of ML models to match the business context is critical
- Product experience is a strong plus for this role
- Previous experience with state-of-the-art marketplace technology is preferred
- Experience with causal inference and constrained optimization
Technologies
- PyTorch
Compensation and Benefits
- Eligible to participate in Uber’s bonus program
- May be offered an equity award and other types of compensation
- All full-time employees are eligible to participate in a 401(k) plan
- Eligible for various benefits
Location
- Chicago, IL (onsite)
Salary
- USD 202,000 - 224,000 per year
Work Model
- Unless approved for full remote work, employees must spend at least 50% of their time in-office
- Some roles (for example, those at greenlight hubs) require full-time in-office presence