Machine Learning Engineer
Delivery Excellence
Posted on 1/27/2024
DoorDash

10,001+ employees

Local food delivery from restaurants
Company Overview
DoorDash is working to empower local communities and in turn, creating new ways for people to earn, work, and thrive. The company operates the largest food delivery platform in the United States.
Consumer Goods

Company Stage

Series H

Total Funding

$2.5B

Founded

2013

Headquarters

San Francisco, California

Growth & Insights
Headcount

6 month growth

0%

1 year growth

-2%

2 year growth

-9%
Locations
Seattle, WA, USA • San Francisco, CA, USA • Sunnyvale, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Python
Tensorflow
Pytorch
Apache Spark
CategoriesNew
AI & Machine Learning
Requirements
  • M.S., or PhD. in Machine Learning, Statistics, Computer Science, Applied Mathematics or other related quantitative fields
  • 1+ years of industry experience post PhD or 3+ years of industry experience post graduate degree of developing machine learning models with business impact
  • Expertise with programming languages such as python, SciKit Learn, Lightgbm, Spark MLLib, PyTorch, TensorFlow, etc
  • Deep understanding of complex systems such as Marketplaces, and domain knowledge in Machine Learning, Causal Inference, Operations Research, Forecasting and Experimentation
  • Experience of shipping production-grade ML models and optimization systems, and designing sophisticated experimentation techniques
  • Located or planning to relocate to San Francisco, CA, Sunnyvale, CA, or Seattle, WA
Responsibilities
  • Build statistical and ML models to enhance the consumer experience and reduce various delivery-related issues
  • Own the modeling life cycle end-to-end including feature creation, model development and prototyping, experimentation, monitoring and explainability, and model maintenance
  • Mentor and uplevel a talented team of ML Engineers
Desired Qualifications
  • Experience in economics or related fields
  • Experience in logistics or delivery services