Machine Learning Engineering Manager - Core Ads Ranking
Required skills
- Machine Learning Engineering Manager
- Core Ads Ranking
- foundational model
- user understanding
- content understanding
- training
- evaluation
- large-scale models
- TensorFlow
- PyTorch
Nice to have
- graph learning
- sequence modeling
- model calibration
- heuristic improvement
- Retrieval
- Shopping
Role summary
Reddit's Core Ads Ranking team is seeking a Machine Learning Engineering Manager to lead foundational model and user understanding initiatives. This role involves setting technical vision and strategy, driving technical execution of the ML lifecycle, and collaborating cross-functionally with various teams. The ideal candidate will have experience managing ML-focused teams, building and scaling ML models, and hands-on experience with TensorFlow or PyTorch. Experience with foundational models, user/content understanding, and Ads is a plus. This is a remote, full-time position.
The TeamThe Core Ads Ranking team advances user representation and graph learning, improves sequence modeling across ads verticals, and builds robust pipelines and state‑of‑the‑art architectures for foundational models. The team also leads core initiatives in knowledge distillation, model calibration, and heuristic improvement.
This role offers a unique opportunity to shape and scale Reddit’s foundational modeling and deep user‑understanding roadmap, while multiplying impact through close collaboration with downstream teams including Retrieval, Shopping, Click Prediction, Video View‑Through Prediction, Conversion Prediction, and App Ads Modeling. This position is ideal for a leader with deep machine learning expertise, strong strategic vision, and a collaborative mindset capable of engaging effectively with both technical and cross‑functional partners.
Responsibilities:
Candidate Profile:
Benefits:
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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/.
To provide greater transparency to candidates, we share base salary ranges for all US-based job postings regardless of state. We set standard base pay ranges for all roles based on function, level, and country location, benchmarked against similar stage growth companies. Final offer amounts are determined by multiple factors including, skills, depth of work experience and relevant licenses/credentials, and may vary from the amounts listed below.
The base salary range for this position is:$230,000—$322,000 USDIn select roles and locations, the interviews will be recorded, transcribed and summarized by artificial intelligence (AI). You will have the opportunity to opt out of recording, transcription and summarization prior to any scheduled interviews.
During the interview, we will collect the following categories of personal information: Identifiers, Professional and Employment-Related Information, Sensory Information (audio/video recording), and any other categories of personal information you choose to share with us. We will use this information to evaluate your application for employment or an independent contractor role, as applicable. We will not sell your personal information or disclose it to any third party for their marketing purposes. We will delete any recording of your interview promptly after making a hiring decision. For more information about how we will handle your personal information, including our retention of it, please refer to our Candidate Privacy Policy for Potential Employees and Contractors.
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, due to a disability, you need an accommodation during the interview process, please let your recruiter know.
Sample Reddit interview questions
- 1
Design a system for real-time recommendation engine.
system designmedium - 2
Design a system for real-time fraud detection in financial transactions.
system designmedium - 3
Design a scalable load balancer for distributed systems.
system designmedium - 4
Explain the system components that make typing indicators and read receipts work across a distributed network
system designmedium - 5
Build a distributed logging service for large-scale systems.
system designmedium
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