β¨ About The Role
- The Senior Machine Learning Engineer will be responsible for researching, formulating, and executing projects related to ads engagement modeling.
- They will build industry-level models for critical machine learning tasks, applying advanced modeling techniques.
- The role involves conducting systematic feature engineering to transform diverse raw data from Reddit into actionable features.
- The engineer will serve as a mentor and advocate across teams, fostering collaboration and knowledge sharing.
- They will contribute meaningfully to the teamβs strategic direction and participate in shaping the future roadmap.
β‘ Requirements
- The ideal candidate has a proven track record of driving KPI improvements through strategic work in model architecture and feature engineering.
- They should possess at least 3 years of experience building industry-level deep learning models.
- A minimum of 4 years of hands-on experience with the full lifecycle of training, evaluating, testing, and deploying industry-level models is essential.
- Familiarity with mainstream ML frameworks, such as TensorFlow and PyTorch, is required.
- Experience in iterating large-scale neural network models in a production environment is a must.
- A background in the Ads domain would be a strong advantage.