United States onlyReddit is a community of communities, and we're looking for a Staff Machine Learning Engineer to join our Ads Targeting team. The ideal candidate will own and execute our mission to automate targeting and deliver the most relevant audiences to advertisers using ML-driven solutions.
Requirements
- Tech lead experience in a product ML team driving the research and technical direction to improve business outcomes using applied ML
- Experience with ads retrieval modeling, ranking or recommendation systems
- Experience with deep learning models for retrieval (two tower, GNNs, transformers, LLMs)
- 5+ years of end-to-end experience of training, evaluating, testing, and deploying machine learning models
- 2+ years of experience building machine learning models with Tensorflow/Pytorch
- Experience with large scale data processing & pipeline orchestration tools like Spark, Dataflow, Kubeflow, Airflow, BigQuery
- Experience working with nearest-neighbor search systems is a big plus
- Experience working with cross functional stakeholders across research, product & infrastructure to productize ML research
- Experience with deep learning, representation learning or transfer learning is preferred
- Tech lead experience in a product team is strongly preferred
Benefits
- Comprehensive Healthcare Benefits and Income Replacement Programs
- 401k Match
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Flexible Vacation & Reddit Global Days off
- Generous paid Parental Leave
- Paid Volunteer time off
