Offer summary

Qualifications:

At least 4 years of experience with industry-level deep learning models., Proficiency with mainstream ML frameworks like TensorFlow and PyTorch., Over 3 years of experience in end-to-end model development, evaluation, and deployment., Experience with large-scale data pipelines and feature engineering..

Key responsibilities:

Develop and maintain advanced deep learning models for advertising optimization.

Design strategies to handle signal loss and ensure prediction accuracy.

Research and implement new model architectures, including neural networks with complex features.

Mentor team members and contribute to strategic planning.

Job description

Job_Summary:

Reddit is a community of communities and is one of the internet’s largest sources of information. The App Ads Team is seeking a Senior Machine Learning Engineer to develop and maintain machine learning models that optimize advertising effectiveness and drive business growth.

Responsibilities:

• Develop advanced and scalable deep learning models using cutting-edge techniques for critical machine learning tasks within the app conversions modeling domain.

• Design and implement innovative strategies for signal loss mitigation, ensuring the accuracy and reliability of predictions in the presence of incomplete or noisy data.

• 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!

Qualifications:

-Required:

• 4+ years of experience with industry-level deep learning models.

• 4+ years of experience with mainstream ML frameworks (such as Tensorflow and Pytorch).

• 3+ years of end-to-end experience of training, evaluating, testing, and deploying industry-level models.

• 3+ years of experience of orchestrating complicated data generation pipelines on large-scale datasets.

-Preferred:

• Experience with ads domain and conversion modeling is a plus.

• Experience with recommendation systems is a plus.

Company:

Reddit is the heart of the internet, where millions of people get together to talk about any topic imaginable. Reddit, Inc. has a track record of offering H1B sponsorships.

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