Senior ML Engineer - Real-Time Marketplace & Optimization

Uber; New York (NY); On-site; USD 202,000 - 224,000; Full time

Benefits offered by this job

Bonuses

Equity

401(k) plan

Job summary

Uber is hiring a Machine Learning Engineer for its Delivery Marketplace. You will design, develop, and productionize ML models and matching algorithms that scale to billions of trips, spanning deep learning, causal modeling, and reinforcement learning.

You will collaborate with ML and BE engineers, product managers, and researchers to set technical direction, drive architecture, and deliver impact at scale within Uber's delivery ecosystem.

Qualifications

• Ph.D., MS or Bachelor 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 at top-tier ML companies (e.g. 1M+ predictions/sec or 100M+ users). Track record of delivering outstanding business impact over multiple quarters.
• Proficiency in programming languages such as Python, Scala, Java, or Go

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 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

Python

Scala

Java

Go

Spark

Ray

Flink

Microservices

ML pipelines

Deep learning

Education

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

Tools

TensorFlow

PyTorch

ML frameworks

Spark MLlib

Job description

Uber is hiring a Machine Learning Engineer for its Delivery Marketplace. You will design, develop, and productionize ML models and matching algorithms that scale to billions of trips, spanning deep learning, causal modeling, and reinforcement learning.

You will collaborate with ML and BE engineers, product managers, and researchers to set technical direction, drive architecture, and deliver impact at scale within Uber's delivery ecosystem.