Senior Machine Learning Engineer, Reddit
Search & Recommendation Relevance
$216.7-303.4k
+ RSU's
Online platform for thoughts, experiences and discussions
Job no longer available
Online platform for thoughts, experiences and discussions
1001+ employees
Job no longer available
$216.7-303.4k
+ RSU's
1001+ employees
Company mission
Reddit's mission is to bring community and belonging to everyone.
Role
Who you are
- 5+ years of industry experience as a machine learning engineer or software engineer developing backend / infrastructure at scale
- Experience building production-quality code incorporating testing, evaluation, and monitoring using object-oriented programming, including experience in Python, Golang
- Experienced with GraphQL, REST, HTTP, Thrift or gRPC basics, and the ability to design and implement maintainable APIs
- Experience working with search & recommender systems and pipelines
- Deep systems level understanding of industry scale recommendation systems
- Experience of developing applications using large scale data stack - e.g. Kubeflow, Airflow, BigQuery, GraphQL, Kafka, Redis etc
- Big Plus: Experience in working and building machine learning models using PyTorch or Tensorflow
What the job involves
- We are looking for a Senior Machine Learning Engineer to build and iterate on Guides, our next generation AI-driven search product. The person will also be responsible for a seamless integration of Guides into our existing Search Recommendation system.
- You’ll be responsible for designing and building pipelines and algorithms that make it easy for users to find answers - whether it's recommendations for the best hiking trail, travel advice, or reviews of the next product or restaurant. You’ll work closely with product managers, data scientists, ML modelers and platform engineers to build a state of the search recommender system
- This is a high-impact role where you will be involved in technical & product strategy, operations, architecture, and execution for one of the largest sites in the world
- Contribute to improving Reddit's Search Recommendation Systems and Guides efforts prioritizing seamless and delightful user experience. This involves building out and testing new components in our pipelines, deploying ML models, integrating LLMs, and ensuring effective monitoring and product integration
- Collaborate across disciplines and with ML, UX and Infra teams at Reddit to find technical solutions to complex challenges
- Leverage your technical expertise to ensure our pipelines maintain high uptime and low latency, while collaborating with other technical leaders to develop a long-term roadmap that aligns with the needs of a constantly evolving search product ecosystem
- Design and develop reproducible ML systems pipelines that coordinate various components to enhance search relevance
- Champion and drive engineering processes and best practices
- Work with large scale data, models, piplelines and product integration
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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