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 82M+ 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:
The Search & Recommendation Relevance team focuses on delivering the most relevant recommendations when users search for anything on Reddit. Our systems and algorithms operate on the world's largest corpus of human conversation, showcasing the best answers and opinions from all across Reddit on any topics, empowering discovery.
Role Description:
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.
Responsibilities:
- 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.
Required Qualifications:
- 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.
Benefits:
- Comprehensive Healthcare Benefits
- 401k Matching
- Workspace benefits for your home office
- Personal & Professional development funds
- Family Planning Support
- Flexible Vacation (please use them!) & Reddit Global Wellness Days
- 4+ months paid Parental Leave
- Paid Volunteer time off
#LI-DB1 #LI-Remote
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 pay 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 pay range for this position is:
$216,700—$303,400 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 [email protected].
Top Skills
What We Do
Reddit is a community of millions of users engaging in the creation of content and the sharing of conversation across tens of thousands of topics. Our mission is to bring community, belonging, and empowerment to everyone in the world.
Why Work With Us
At Reddit, you’ll help build something that encourages millions around the world to think more, do more, learn more, feel more– and maybe even laugh more.
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