Senior Machine Learning Engineer
Ads Prediction
Confirmed live in the last 24 hours
Reddit

1,001-5,000 employees

Online community for diverse interests and discussions.
Company Overview
Reddit, Inc. is a leading company that fosters a vibrant and diverse online community with over 100,000 communities. With its user-driven content submission, voting, and commenting system, Reddit offers a unique platform for individuals to connect, share, and explore their interests. Joining Reddit means becoming part of a dynamic team that empowers users to dive into anything they are passionate about.
Data & Analytics

Company Stage

N/A

Total Funding

$1.3B

Founded

2005

Headquarters

San Francisco, California

Growth & Insights
Headcount

6 month growth

0%

1 year growth

12%

2 year growth

30%
Locations
Remote in USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Tensorflow
Pytorch
CategoriesNew
AI & Machine Learning
Requirements
  • 3+ years of experience with industry-level deep learning models
  • 3+ years of experience with mainstream ML frameworks (such as Tensorflow and Pytorch)
  • 4+ years of end-to-end experience of training, evaluating, testing, and deploying industry-level models
  • 4+ years of experience of orchestrating complicated data generation pipelines on large-scale dataset
  • Experience with Ads domain is a plus
  • Experience with recommendation system is a plus
Responsibilities
  • Building industrial-level models for critical ML tasks with advanced modeling techniques
  • Research, implement, test, and launch new model architectures including deep neural networks with advanced pooling and feature interaction architectures
  • Systematic feature engineering works to convert all kinds of raw data in Reddit (dense & sparse, behavior & content, etc) into features with various FE technologies such as aggregation, embedding, sub-models, etc.
  • Be a mentor and cross-functional advocate for the team
  • Contribute meaningfully to team strategy. We give everyone a seat at the table and encourage active participation in planning for the future.
Desired Qualifications
  • Experience with Ads domain
  • Experience with recommendation system