Machine Learning Engineer, App Ads - Remote

Overview

The App Ads Team is entrusted with the development and maintenance of a diverse set of Machine Learning models that are responsible for predictions regarding user conversions after engaging with Reddit. The creation and enhancement of these models plays a crucial role in our organization's efforts to optimize advertising effectiveness and drive business growth. We are looking for a motivated engineer that will help us advance our vision. As a diverse group of software engineers, product managers, data scientists, and ads experts, we are excited for you to join our team!

In Short

• Develop advanced and scalable deep learning models for app conversions modeling.
• Design strategies for signal loss mitigation to ensure prediction accuracy.
• Research and implement new model architectures including deep neural networks.
• Conduct feature engineering to convert raw data into usable features.
• Mentor team members and advocate for cross-functional collaboration.
• Contribute to team strategy and planning.

Requirements

• 2+ years of experience with industry-level deep learning models.
• 2+ years of experience with ML frameworks like TensorFlow and PyTorch.
• 3+ years of experience in training, evaluating, and deploying models.
• 3+ years of experience with data generation pipelines on large datasets.
• Experience in the ads domain and conversion modeling is a plus.
• Experience with recommendation systems is a plus.

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.