Senior ML Engineer — Real-Time Marketplace AI

Uber Technologies Inc.; San Francisco (CA); On-site; USD 202,000 - 224,000; Full time

Job summary

Uber Technologies Inc. is seeking exceptional ML engineers to design and productionize advanced ML models and matching algorithms for its Delivery Marketplace, including Uber Eats, Grocery, and new verticals.

You will work with ML and BE engineers, product managers, and scientists to set technical direction and solve complex business problems, delivering reliable, scalable ML solutions for billions of trips.

Qualifications

• Ph.D., MS or Bachelor in Computer Science, Mathematics with focus on Machine Learning, or equivalent technical background.
• 3+ years experience leading the development and deployment of ML models in large-scale production environments at top-tier ML companies.
• Proficiency in programming languages such as Python, Scala, Java, or Go.
• Proficiency with large-scale data systems (e.g. Spark, Ray)/real-time processing (e.g. Flink)/microservices architectures.
• Proficiency in the development, training, productionization and monitoring of ML solutions at scale, ranging from offline pipelines to online serving and MLOps.
• Deep understanding of modern ML algorithms.

Responsibilities

• Drive technical strategy and roadmap ownership for multiple quarters horizon and own the implementation, including platform-level architecture decisions, executive communication and alignment, technical mentorship, and cross-team technical influence
• Develop novel products for online marketplaces combining machine learning for prediction and forecasting, and optimization toto improve business efficiency and the user experience.
• Lead the design, development, and productionization of end-to-end ML solutions for large-scale distributed systems serving billions of trips
• Develop transformer-based models (pre-training and fine-tuning) to produce embeddings and natural language profiles that power use cases across the Marketplace.

Skills

Python

Scala

Java

Go

Education

Ph.D., MS or Bachelor in Computer Science/Mathematics with ML focus

Tools

Spark

Ray

Flink

Job description

Uber Technologies Inc. is seeking exceptional ML engineers to design and productionize advanced ML models and matching algorithms for its Delivery Marketplace, including Uber Eats, Grocery, and new verticals.

You will work with ML and BE engineers, product managers, and scientists to set technical direction and solve complex business problems, delivering reliable, scalable ML solutions for billions of trips.