64 Machine Learning Engineer, Delivery Matching Jobs in Sunnyvale, CA
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Mercedes-Benz Research & Development North America
Sunnyvale, CA | Full Time
$134k-172k (estimate)
3 Months Ago
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Machine Learning Engineer, Delivery Matching
$133k-164k (estimate)
Full Time | Retail
2 Weeks Ago
Uber is Hiring a Machine Learning Engineer, Delivery Matching Near Sunnyvale, CA
About The RoleDelivery Marketplace is a central pillar to Uber's delivery products. As the central brain of the company, we are the decision makers that make moving from point A to point B possible for every order that Uber serves, from UberEats to new verticals such as Grocery. We handle all the logic from making the dispatch decisions, predicting how long a delivery might take, and estimating optimal pickup times for orders. We build products that directly impact Uber's top and bottom lines.
MLEs Lead Efforts Within The Team And Broader Delivery Marketplace Organization To Drive Ideation, Development And Productionization Of Optimization Solutions With Real-time And ML-based Signals That Solve Strategically Important Problems. Some Existing Problem Spaces That The Team Works On
What The Candidate Will Do
MLEs Lead Efforts Within The Team And Broader Delivery Marketplace Organization To Drive Ideation, Development And Productionization Of Optimization Solutions With Real-time And ML-based Signals That Solve Strategically Important Problems. Some Existing Problem Spaces That The Team Works On
- Using statistical/machine learning/forecasting models for demand and supply models
- State of the art prediction models for estimating food preparation times, batching quality as well as time spent by couriers at restaurants picking up items.
- Develop objective function which balances magical user experience and economics of the business
What The Candidate Will Do
- Drive the design, development, optimization, and productization of machine learning (ML) solutions and systems that are used to solve strategically important or vaguely defined problems.
- Build ML solutions to improve Delivery marketplace efficiency while delivering magical user experience
- PhD or equivalent experience in Computer Science, Engineering, Mathematics or a related field and 2 years of Software Engineering work experience.
- Experience in programming with a language such as Python, C, C , Java, or Go.
- Experience with ML packages such as Tensorflow, PyTorch, JAX, and Scikit-Learn.
- Experience with SQL and database systems such as Hive, Kafka, and Cassandra.
- Experience in the development, training, productionisation and monitoring of ML solutions at scale.
- Experience in modern deep learning architectures and probabilistic models.
- Experience in optimization (RL / Bayes / Bandits) and online learning.
- Experience in causal inference/personalization/ranking
Job Summary
JOB TYPE
Full Time
INDUSTRY
Retail
SALARY
$133k-164k (estimate)
POST DATE
09/01/2024
EXPIRATION DATE
11/04/2024
HEADQUARTERS
BOZEMAN, MT
SIZE
>50,000
FOUNDED
2018
REVENUE
$50M - $200M
INDUSTRY
Retail
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