Ads Conversion Modeling, Machine Learning Engineering Manager
$230,000 – $322,0002+ yearsRemote
- Engineering
- Full time
- 4d ago
About the role
Reddit is seeking an Engineering Manager to lead the Conversion Modeling team in developing and maintaining machine learning models that drive user conversions from Reddit Ads. This role involves setting the strategic technical vision, executing a roadmap for conversion modeling, and mentoring a high-performing team of machine learning engineers. The successful candidate will collaborate with cross-functional partners to optimize model architectures and enhance engagement signals.
Responsibilities
- Define and execute a roadmap for conversion modeling, balancing innovative modeling approaches with business objectives.
- Oversee the model development lifecycle from ideation to deployment, ensuring high standards of ML performance and robustness.
- Recruit, mentor, and retain top ML talent, fostering a culture of growth, collaboration, and technical excellence.
- Partner with PMs, data scientists, and other engineering teams to align on engagement strategies, data requirements, and model KPIs.
- Implement and optimize model architectures tailored to conversion prediction, leveraging deep learning and advanced ML techniques.
Required skills
- Deep Learning
- Machine Learning
- TensorFlow
- PyTorch
- Ranking
- Recommendation Systems
- Ads Conversion Modeling
- Data Pipelines
- People Management
Nice to have
- Engagement Prediction
Qualifications
- At least 2+ years of experience building and managing high-performing machine learning teams
- Deep hands-on experience working with machine learning models and deploying them in large-scale production systems
- Experience with Ads conversion modeling and ranking
Benefits
- Equity options
- Health insurance
- Dental insurance
- Vision insurance
- 401k matching
- Flexible vacation policy
- Paid parental leave
- Family planning support
- Paid volunteer time off
- Home office stipend
About the Company
Reddit is a community of communities built on shared interests, passion, and trust. With 100,000+ active communities and approximately 130 million daily active unique visitors, it is one of the internet’s largest sources of information.