Lead ML Engineer, Real-Time Marketplace

Uber Technologies Inc.; Sunnyvale (CA); Hybrid; USD 202,000 - 224,000; Full time

Benefits offered by this job

401(k) plan

Bonus program

Equity award

Job summary

Uber Technologies Inc. is seeking exceptional ML engineers to lead the design, development, and productionization of advanced ML models for the Delivery Marketplace.

You will work with ML and BE engineers, PMs, and scientists to set technical direction and solve complex business problems, delivering reliable and impactful outcomes for billions of trips. You will own end-to-end ML solutions, including transformer-based models, embeddings, and processor pipelines in a large-scale distributed

Qualifications

• Ph.D., M.S. or Bachelor's in Computer Science, Mathematics with focus on Machine Learning, or equivalent technical background with exceptional demonstrated impact.
• 3+ years experience leading the development and deployment of ML models in large-scale production environments (e.g. 1M+ predictions/sec or 100M+ users).
• 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 to 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

Team leadership

ML systems

Communication

Problem solving

Education

Ph.D./MS/BS in CS/Math with ML focus

Tools

Python

Scala

Java

Go

Spark

Ray

Flink

MLOps

Job description

Uber Technologies Inc. is seeking exceptional ML engineers to lead the design, development, and productionization of advanced ML models for the Delivery Marketplace.

You will work with ML and BE engineers, PMs, and scientists to set technical direction and solve complex business problems, delivering reliable and impactful outcomes for billions of trips. You will own end-to-end ML solutions, including transformer-based models, embeddings, and processor pipelines in a large-scale distributed