[Remote] Ads Conversion Modeling, Machine Learning Engineering Manager
Note: The job is a remote job and is open to candidates in USA. Reddit is a community of communities, built on shared interests and trust, and is home to authentic conversations on the internet. They are seeking an Engineering Manager to lead the Conversion modeling Team, which is crucial for developing machine learning models that drive user conversions from Reddit Ads.
Responsibilities
- The EM will lead a diverse, high-impact team and will need to navigate and foster collaboration with various teams such as PM, DS, and engineering functions within Ads. Ideal candidates will have:
- Prior experience managing engineering teams with a strong emphasis on technical mentorship and team growth
- Ability to plan and execute a long-term technical strategy aligned with business objectives. 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
Skills
- At least 2+ of experience building and managing high-performing machine learning teams, ideally in the Ads domain. Will consider tech lead experience as well
- Deep hands-on experience working with machine learning models and deploying them in large-scale production systems. Proven ability in training, evaluating, and deploying large-scale models
- Experience with Ads conversion modeling, ranking (heavy ranker experience) & recommendations experience is required
- Ability to develop and communicate a clear, compelling technical strategy that supports broader company objectives and addresses the needs of internal customers
- Passion for developing scalable, well-designed, and responsible AI solutions that drive business value
- Strong interpersonal skills and a collaborative mindset, with the ability to effectively communicate complex technical topics to diverse audiences and build strong relationships with cross-functional partners
- Background in ads modeling or familiarity with engagement prediction models in the ads domain is beneficial
- Experience with Ads conversion modeling is a plus
Benefits
- 100% remote opportunity (we have 4 office locations for hybrid/onsite work preference in NY, SF, LA and Chicago)
- Home office set up stipend
- Comprehensive health benefits (medical, dental, vision)
- Workplace perks (home office set up stipend etc)
- Generous 401k matching
- Flexible vacation policy
- Paid parental leave (4+ months)
- Family planning support
- Paid volunteer time off
- Medical, dental, and vision insurance, 401(k) program with employer match, generous time off for vacation, and parental leave.
Company Overview