Uber · 6 hours ago
Machine Learning Engineer II - Membership
Sunnyvale, CA
Full-time
Onsite
Entry, Mid Level
2+ years expUber is a comprehensive platform that connects users with various on-demand services in their cities, focusing on enhancing user experience through the Uber One Membership team. As a Machine Learning Engineer II, you will design and build machine learning models, collaborate with cross-functional teams, and contribute to engineering quality while solving complex challenges that impact millions of users globally.
LogisticsMobile AppsRide SharingSoftwareTransportation
Responsibilities
Design and build Machine Learning models responsible for large-scale applied machine learning in optimization and personalization
Build high throughput systems that process millions of datapoints each minute and serve hundreds of thousands of QPS
Collaborate with Product, Science and cross-functional teams to brainstorm new opportunities and solutions for model and product iteration
Write high-quality code and uphold standards for testing and coverage
Align with the team on solutions to ambiguous problems and analyze the tradeoffs of different technical solutions
Contribute to engineering cultivation in terms of quality, monitoring, and on-call practices
Qualification
Required
Bachelor's degree or equivalent in Computer Science, Engineering, Mathematics or related field, with 2+ years of full-time engineering experience
Experience with big-data architecture, ETL frameworks, SQL and database systems such as Hive, Kafka, Cassandra, etc
1+ years of experience in the development, training, productionization and monitoring of ML optimization solutions at scale
Experience working with multiple multi-functional teams (product, science, product ops etc)
Expertise in one or more object-oriented programming languages (e.g. Python, Go, Java, C++)
Proven track records of being a fast learner and go-getter, with willingness to get out of the comfort zone
Preferred
Experience with taking on vague business problems, translating them into ML + Optimization formulation, identifying the right features, model structure and optimization constraints, and delivering business impact
Experience with the design and architecture of ML systems and workflows
Experience in modern deep learning architectures, probabilistic models and causal inference/personalization/ranking
Experience in optimization (RL / Bayes / Bandits) and online learning
Experience with optimizing Spark queries for better CPU and memory efficiency
Experience owning and delivering a technically challenging, multi-quarter project end to end
Benefits
Eligible to participate in Uber's bonus program
May be offered an equity award & other types of comp
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
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