Real-Time Pricing ML Engineer II

Uber Technologies Inc.; Seattle (WA); In loco; USD 171.000 - 190.000; Tempo pieno

Vantaggi offerti da questo lavoro

Bonus program

Equity award

401(k) plan

Various benefits

Descrizione del lavoro

Uber Technologies Inc. is seeking exceptionally capable ML engineers to design, develop, and productionize advanced ML models and pricing algorithms for real-time driver pricing in a large-scale marketplace.

You will work with engineers, product managers, and scientists to set technical direction and tackle challenging business problems to create earnings opportunities for millions of drivers. You will design end-to-end ML solutions for distributed systems handling billions of trips, develop

Competenze

• Ph.D., M.S. or Bachelor's degree in Computer Science, Machine Learning, or Operations Research, or equivalent technical background with exceptional demonstrated impact
• 2+ years of experience in developing and deploying machine learning models and optimization algorithms in large-scale production environments
• Proficiency in programming languages such as Python, Scala, Java, or Go
• Experience with large-scale data systems (e.g. Spark, Ray), real-time processing (e.g. Flink), and microservices architectures
• Experience in the development, training, productionization and monitoring of ML solutions at scale, ranging from offline pipelines to online serving and MLOps
• Familiarity with modern ML algorithms (e.g. DNNs, multi-task models, transformers) and mathematical optimization (e.g. LP, convex optimization)

Mansioni

• Design, develop, and productionize end-to-end ML solutions for large-scale distributed systems serving billions of trips
• Develop novel pricing approaches for online marketplaces combining machine learning, algorithmic game theory, and optimization
• Mentor junior team members on design and implementation
• Collaborate with engineers, product managers, and scientists to deliver high-impact technical solutions

Conoscenze

Python/Scala/Java/Go

Distributed data systems

Real-time processing

MLOps/production ML

Deep learning/transformers

Optimization (LP/convex)

Mentorship/leadership

Formazione

PhD/MS/Bachelor in CS/ML/OR

Equivalent technical background

Strumenti

Spark

Ray

Flink

Microservices

Descrizione del lavoro

Uber Technologies Inc. is seeking exceptionally capable ML engineers to design, develop, and productionize advanced ML models and pricing algorithms for real-time driver pricing in a large-scale marketplace.

You will work with engineers, product managers, and scientists to set technical direction and tackle challenging business problems to create earnings opportunities for millions of drivers. You will design end-to-end ML solutions for distributed systems handling billions of trips, develop