Senior Machine Learning Engineer, Ranking Foundation

2 Hours ago • 4-4 Years • $216,700 PA - $303,400 PA

Job Summary

Job Description

As a Senior Machine Learning Engineer, Ranking Foundation, you will work with the vast amounts of data generated daily to personalize Reddit content for users, aiding in their connection and engagement within communities. This role involves owning projects from conception to production, collaborating with various teams to develop top-tier personalized ranking systems. Responsibilities include applying machine learning to personalization and recommendation, building and deploying sophisticated machine learning models, running experiments, and collaborating with other teams. This role requires a minimum of 4 years of experience with industry-level deep learning models and end-to-end model deployment.

Must have:

4+ years of experience with deep learning models.
4+ years of experience deploying industry-level models.
2+ years of experience with ML frameworks (Tensorflow, Pytorch).
Track record of applying machine learning techniques.
Passionate about building delightful products.

Good to have:

Experience in content recommendations and personalization.

Perks:

Comprehensive Healthcare Benefits
401k Matching
Workspace benefits for your home office
Personal & Professional development funds
Family Planning Support
Flexible Vacation & Reddit Global Wellness Days
4+ months paid Parental Leave
Paid Volunteer time off

4 skills required

4 skills required for this role

Add these skills to join the top 1% applicants for this job

tensorflow

deep-learning

pytorch

foundation

Job Details

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 101M+ daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit redditinc.com.

Location:
This role is completely remote-friendly. 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.

Team Description:
Ranking is a core and growing part of Reddit, connecting users with the content they’re looking for is key to the future of Reddit. The ML Ranking Foundation team builds and runs the services that coordinate contextualized and personalized ranking on Reddit.

Role Description:
As a Senior Machine Learning Engineer, Ranking Foundation, you’ll work with the billions of events and terabytes of data generated every day to personalize Reddit posts and comments for each user on the platform, helping them connect and engage with their communities while discovering the best of Reddit. Owning projects from ideation to production, you will work closely with Backend Architects, Product Managers, Machine Learning and domain experts to deliver best in class personalized ranking systems that will advance Reddit’s efforts to bring community and belonging to everyone on the planet.

Responsibilities:

Collaborate on projects with other Ranking Foundation and Core Experience engineers where you’ll apply Machine Learning to personalization, discovery and recommendation problems
Build and deploy sophisticated machine learning models to improve experiences for millions of users
Run experiments, evaluate results and advocate for a decision with next steps
Collaborate across disciplines and with other ML teams at Reddit

Required Qualifications

4+ years of experience with industry-level deep learning models
4+ years of end-to-end experience of training, evaluating, testing, and deploying industry-level models
2+ years of experience with mainstream ML frameworks (such as Tensorflow and Pytorch)
Successful track record of applying machine learning techniques in addressing real-world problems
Experience in content recommendations, and content personalization is a plus
Passionate about building delightful products for users

Benefits: