Machine Learning Engineer
1 month ago
About the Role:
We are seeking a highly skilled Machine Learning Developer to join our Ads Conversions Modeling Team. As a key member of our team, you will be responsible for developing and maintaining a diverse set of Machine Learning models that predict user conversions after engaging with Reddit.
Key Responsibilities:
- Design and implement industrial-level models for critical ML tasks using advanced modeling architectures and techniques.
- Research, implement, test, and launch new model architectures, including deep neural networks with advanced pooling and feature interaction architectures.
- Conduct systematic feature engineering to convert raw data into features using various FE technologies, such as aggregation, embedding, and sub-models.
Requirements:
- 3+ years of experience with industry-level Machine Learning models.
- 3+ years of experience with mainstream ML frameworks, such as TensorFlow and PyTorch.
- 3+ years of end-to-end experience with training, evaluating, testing, and deploying industry-level models.
- Deep learning experience is a strong plus.
- Experience with Ads domain is a plus.
- Experience with Recommendation Systems is a plus.
What We Offer:
- Pension Scheme.
- Private Medical and Dental Scheme.
- Life Assurance, Income Protection.
- Workspace benefit for your home office.
- Personal & Professional development funds.
- Family Planning Support.
- Commuter Benefits.
- Flexible Vacation & Reddit Global Days Off.
About Reddit:
Reddit is a community of communities. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active communities and approximately 82M+ daily active unique visitors, Reddit is one of the internet's largest sources of information.
We are committed to building a workforce representative of the diverse communities we serve. Reddit is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, please contact us at ...
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