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Full-Time

Applied Machine Learning Engineer

Causal Inference Recommendation

Posted on 1/23/2024

DoorDash

DoorDash

10,001+ employees

Delivery services for a wide range of goods

Food & Agriculture
Consumer Goods

Compensation Overview

$140.1k - $210.1kAnnually

+ Equity Grants

Senior

Seattle, WA, USA + 3 more

Category
Applied Machine Learning
AI & Machine Learning
Required Skills
Kotlin
Python
Tensorflow
Pytorch
Apache Spark
Scala
Natural Language Processing (NLP)
Requirements
  • 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 in applied ML for Causal Inference and Recommendation Systems - both classical and deep learning based
  • M.S., or PhD. in Statistics, Computer Science, Economics, Math, Operations Research, Physics, or other quantitative fields
  • Ability to communicate technical details to nontechnical stakeholders
  • Strong machine learning background in Python; experience with Spark, PyTorch or TensorFlow preferred
  • Familiarity with Kotlin/Scala
Responsibilities
  • Develop production machine learning solutions to power multiple teams including Sales Operation, Product, and Marketing
  • Partner with engineering and product leaders to shape the product roadmap leveraging AI/ML
  • Own the modeling life cycle end-to-end including feature creation, model development and deployment, experimentation, monitoring and explainability, and model maintenance
  • Find new ways to use diverse data sources and modeling techniques such as NLP, ranking, personalization, image classification, and entity resolution to enhance the merchant experience

DoorDash is a good place to work because it leverages advanced technology and logistics to streamline the delivery process, providing convenience and efficiency not only to its customers but also enhancing the work environment for its employees. The company's focus on mobile app development and order fulfillment systems places it at the forefront of the delivery services industry, making it a leader in both technological integration and customer service. This positions DoorDash as an industry leader with a dynamic and forward-thinking workplace culture.

Company Stage

Series H

Total Funding

$2.5B

Headquarters

San Francisco, California

Founded

2013

Growth & Insights
Headcount

6 month growth

8%

1 year growth

15%

2 year growth

30%

Benefits

Health & Wellness - Premium medical, dental, and vision insurance plans, including fertility coverage. Monthly gym and wellness reimbursement.

Compensation - Competitive salary with bi-annual performance reviews. Meaningful equity opportunities - with quarterly vesting.

Time When You Need It - Flexible vacation days for salaried employees. Generous vacation and sick days for hourly team members. Paid Parental Leave to support our DoorDash families.

Flexible Work Support - At-home office equipment and monthly WiFi support while working from home. Enjoy your favorite lunch on us while working in one of our offices.

INACTIVE