Machine Learning Engineer
About The Position
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 121 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit www.redditinc.com. Train, evaluate, and deploy sophisticated machine learning models to improve experience for millions of users. Work with data-intensive systems and write production-quality software. Collaborate with software engineers to improve the recommendation systems and models that power personalization and discovery across all of Reddit. Extract insights from data using SQL. Participate in the full software development cycle: design, develop, QA, deploy, experiment, analyze and iterate. Collaborate across disciplines and with other Machine Learning (ML) teams at Reddit to find technical solutions to complex challenges. Full-time telecommuting is an option.
Requirements
- Master’s degree (or its foreign equivalent) in Computer Science, Data Science, Computer Engineering or closely related quantitative discipline and two (2) years of experience in the job offered or in any occupation in related field.
- Python
- AWS
- Docker
- Pandas
- Tensorflow or Pytorch
- SQL
- machine learning model deployments
- offline and online model evaluation
- Time Series Analysis
- Kubernetes
- Kubeflow
- Database Management
- Natural Language Processing
- Dash and Streamlit
- Google Cloud Platform
- Any suitable combination of education, training and experience is acceptable.
Responsibilities
- Train, evaluate, and deploy sophisticated machine learning models to improve experience for millions of users.
- Work with data-intensive systems and write production-quality software.
- Collaborate with software engineers to improve the recommendation systems and models that power personalization and discovery across all of Reddit.
- Extract insights from data using SQL.
- Participate in the full software development cycle: design, develop, QA, deploy, experiment, analyze and iterate.
- Collaborate across disciplines and with other Machine Learning (ML) teams at Reddit to find technical solutions to complex challenges.
Benefits
- Comprehensive Healthcare Benefits and Income Replacement Programs
- 401k with Employer Match
- Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving support
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Flexible Vacation & Paid Volunteer Time Off
- Generous Paid Parental Leave
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
