Full-Time
Staff Software Engineer
Posted on 7/19/2023
Online community for diverse interests and discussions.
Senior, Expert
Remote
- 2+ years of experience with industry-level deep learning models
- 5+ years of experience with mainstream ML frameworks (such as Tensorflow and Pytorch)
- End-to-end experience of training, evaluating, testing, and deploying industry-level models
- Experience of orchestrating complicated data generation pipelines on large-scale dataset
- 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
- Research, implement, test, and launch new model architectures to handle retrieval ranking tasks with a good balance between model performance and computation efficiency
- 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
- Experience with Ads domain is a plus
- Experience with recommendation system is a plus
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.
Company Stage
IPO
Total Funding
$2.1B
Headquarters
San Francisco, California
Founded
2005
6 month growth
↑ 0%1 year growth
↑ 16%2 year growth
↑ 32%Benefits
Comprehensive health benefits
Flexible unlimited vacation days & monthly global wellness days
Family planning funds & 4+ months paid parental leave
Personal & professional development funds
Paid volunteer time off
Workspace & home office benefits