Senior Software Engineer - Machine Learning
Uber
Frisco, United States of America
8 days ago
Role details
Contract type
Permanent contract Employment type
Full-time (> 32 hours) Working hours
Regular working hours Languages
English Experience level
Senior Compensation
$ 154KJob location
Frisco, United States of America
Tech stack
Java
Big Data
Python
Machine Learning
TensorFlow
PyTorch
Large Language Models
Spark
Deep Learning
Generative AI
Spark Mllib
Scikit Learn
Information Technology
Apache Flink
Machine Learning Operations
Stream Processing
Programming Languages
Requirements
- At least 5+ years of Machine Learning engineering experience
- Experience deploying ML models at scale using frameworks like PyTorch, TensorFlow, Scikit-Learn, or Spark MLlib
- Experience in one or more programming languages including Python, Go or Java
- Proven experience with designing and implementing machine learning models in production environments with large data sets
- Deep understanding of ML theory and a broad toolkit of algorithms, including deep learning, instance-based learning, and traditional statistical models
Preferred Qualifications
- BS, MS or PhD degree in computer science, Data Science, ML or equivalent practical experience
- Experience with designing and implementing machine learning models in production environments applied to generative AI, applications of large language models
- Experience in stream processing--Storm, Spark, Flink etc.-- and graph processing technologies.
- Explain & communicate Algorithm choices, ML system design & concepts to leadership, technical peers & industry experts
- Strong adherence to metrics driven development, with a disciplined and analytical approach to product development.
About the company
Employees working more than 30 hours in the US at Uber Freight are eligible for benefits like a company sponsored health plan, dental and vision benefits, 401k match, financial and mental wellness benefits, parental leave, short- and long-term disability coverage, life insurance and more. US based employees may also be eligible for a performance or sales incentive bonus program, participation in Uber Freight equity awards, and other types of compensation depending upon the role.
About Uber Freight
Uber Freight helps companies move goods more reliably and efficiently. We bring together the technology, people, and transportation capacity they need, using real-time data from millions of shipments to guide smarter decisions. That helps customers spot issues early, avoid costly surprises, and deliver on time. Uber Freight works with 1 in 3 Fortune 500 shippers across North America and manages over $17B in freight. Learn more at www.uberfreight.com.