Staff Software Engineer, Reddit
ML Training Platform
$230-322k
Plus equity in the form of restricted stock units
Online platform for thoughts, experiences and discussions
Be an early applicant
Online platform for thoughts, experiences and discussions
1001+ employees
Be an early applicant
$230-322k
Plus equity in the form of restricted stock units
1001+ employees
Company mission
Reddit's mission is to bring community and belonging to everyone.
Role
Who you are
- 8+ years of work experience in a production software development environment or building data systems plus a degree in ML, Engineering, Computer Science, or other relevant discipline
- Experience with design and architecture of large scale ML Systems
- Experience with ML frameworks such as TensorFlow, PyTorch, or JAX
- Experience with training workflows, hyperparameter tuning, and resource optimization on CPU and GPU
- Experience with MLOps practices and tools such as Ray and MLFlow
- Hands-on experience with Kubernetes, Docker, or other container orchestration systems
- Experience building production-quality code incorporating testing, evaluation, and monitoring using object oriented programming, experience in: Python and/or golang
- Comfortable with distributed systems, big data (Petabyte scale) and data-intensive systems
What the job involves
- As a Staff Software Engineer, Training Platform, this person will work on our wider Machine Learning Platform team, and be instrumental in architecting, implementing, and maintaining foundational ML infrastructure that powers Feeds Ranking, Content Understanding, Recommendations and much more to fulfill Reddit’s mission of bringing community and belonging to everyone in the world
- You will build systems and tools that enable machine learning engineers (MLEs) and data scientists (DSs) and continuously improve the ML software development lifecycle
- You will deliver a self service ML platform that enables the continuous iteration and improvement of systems that use ML techniques including Deep Learning, Natural Language Processing, Recommendation Systems, Representation Learning and Computer Vision
- Lead the building, testing, and maintenance of ML infrastructure at Reddit
- Propose, design, and implement high-performance ML platform solutions that significantly advance the deployment of models that serve millions of redditors a seamless experience for MLEs
- Play a pivotal role in designing, building, and optimizing the infrastructure and tooling required to support large-scale machine learning workflows
- Design and implement solutions that significantly advance the architecture of the ML Platform
- Analyze bottlenecks in distributed systems and optimize for performance and cost-efficiency
- Work with management on team goal setting, planning, and de-risk project execution
- Mentor other team members in adopting a rigorous DevOps approach to maintain and/or improve ML platform components and services health and quality
Our take
Reddit is a website that facilitates thousands of message board communities, known as subreddits, with an aim to promote authentic human connection. There are more than 100,000 communities on Reddit, covering everything, from food, entertainment, sports, and books, to more niche topics that cater for very specific audiences.
The simple platform is used by more than 52 million people a day and attracts over 50 billion monthly views. While these are impressive numbers, they do pale in comparison with social media giants Facebook and Twitter, however, Reddit distinguishes itself by providing easy-to-find communities for a truly endless range of topics.
Reddit makes money through advertising as well as offering a premium ad-free membership plan. The company has enjoyed continuous user & revenue growth, acquisitions by Conde Nast in 2006 and Advance in 2011, and plans to launch an IPO bid in 2024.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (last 2 of 6 rounds)
Aug 2021
$410m
SERIES F
Feb 2021
$250m
SERIES E
Total funding: $1.2bn
Company benefits
- Paid volunteer time off
- 4+ months paid parental leave
- Personal and professional development stipend
- Work from home opportunities
- Health insurance
Company values
- Make something people love
- Evolve
- Work hard
- Default open
Company HQ
SoMa, San Francisco, CA
Articles
Leadership
Steve Huffman
(CEO)After co-founding Reddit in 2005, they stepped away from the company to co-found Hipmunk, where they were the CTO. They returned to Reddit in 2015, and have been the CEO since.
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