Machine Learning Manager - Ads Engagement Modeling

Reddit, Inc.; United States; Remote; USD 230,000 - 322,000; Full time

Job summary

An innovative company is seeking a Machine Learning Manager to lead the Engagement Modeling Team. This is a unique opportunity to shape and scale ads prediction models, driving user engagement through advanced machine learning techniques. You'll define technical vision, oversee model development, and mentor a talented team. The role is remote-friendly, allowing you to work from anywhere in the U.S. Join a forward-thinking organization that values collaboration and technical excellence, while enjoying a competitive salary and benefits package. If you are passionate about machine learning and eager to make an impact, this role is perfect for you.

Benefits

Medical Insurance

Dental Insurance

Vision Insurance

401(k) with Employer Match

Generous Time Off

Parental Leave

Equity in the form of RSUs

Flexible Work Environment

Qualifications

• 2+ years of management experience leading ML-focused teams.
• 6+ years of experience working with machine learning models at scale.

Responsibilities

• Define and execute a roadmap for engagement modeling.
• Oversee the model development lifecycle from ideation to deployment.

Skills

Machine Learning

Team Leadership

Deep Learning

Model Evaluation

Data Collaboration

Tools

TensorFlow

PyTorch

Job description

Machine Learning Manager - Ads Engagement Modeling

Remote - United States

Reddit is a community of communities. It’s built on shared interests, passion, and trust and is home to the most open and authentic conversations on the internet. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active communities and approximately 97M+ daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit redditinc.com.

Reddit has a flexible first workforce! If you happen to live close to one of our physical office locations, our doors are open for you to come into the office as often as you’d like. Don't live near one of our offices? No worries: You can apply to work remotely from the United States or Canada.

The Engagement Modeling Team at Reddit focuses on building machine learning models to drive user engagement with diverse media and content. This role offers a unique opportunity to shape and scale Reddit’s Ads prediction models, in alignment with our core values and product goals. We’re a remote-friendly company, and this position is open to candidates anywhere in the U.S.

Responsibilities:

• Set Technical Vision and Strategy: Define and execute a roadmap for engagement modeling, balancing innovative modeling approaches with business objectives.
• Drive Technical Execution: Oversee the model development lifecycle from ideation to deployment, ensuring high standards of ML performance and robustness.
• Lead and Mentor a High-Performing Team: Recruit, mentor, and retain top ML talent, fostering a culture of growth, collaboration, and technical excellence.
• Collaborate Cross-Functionally: Partner with PMs, data scientists, and other engineering teams to align on engagement strategies, data requirements, and model KPIs.
• Innovate in ML Architecture: Implement and optimize model architectures tailored to engagement prediction, leveraging deep learning and advanced ML techniques.

Candidate Profile:

• 2+ years of management experience leading ML-focused teams.
• 6+ years of experience working with machine learning models at scale.
• 4+ years of hands-on experience with TensorFlow or PyTorch.
• End-to-End ML Lifecycle Experience: Proven ability in training, evaluating, and deploying large-scale models.
• Experience with Ads or Engagement Modeling is a plus, with a focus on media interactions.

Pay Transparency:

This job posting may span more than one career level.

In addition to base salary, this job is eligible to receive equity in the form of restricted stock units, and depending on the position offered, it may also be eligible to receive a commission. Additionally, Reddit offers a wide range of benefits to U.S.-based employees, including medical, dental, and vision insurance, 401(k) program with employer match, generous time off for vacation, and parental leave. To learn more, please visit https://www.redditinc.com/careers/.

The base pay range for this position is:

$230,000 - $322,000 USD

Reddit is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve. Reddit is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, please contact us at [e-mail].