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Machine Learning Engineer

External
Reddit logoReddit · San Francisco, CA
Full-timeOn-site2d ago
AWSBigQueryDeep LearningGCPMachine LearningMicroservices
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Benefits

Comprehensive Healthcare Benefits and Income Replacement Programs401k with Employer MatchGlobal Benefit programs that fit your lifestyle, from workspace to professional development to caregiving supportFamily Planning SupportGender-Affirming CareMental Health & Coaching BenefitsFlexible Vacation & Paid Volunteer Time OffGenerous Paid Parental LeaveSubmit a resume with references using the apply button on this posting or by email at: applicationsreview@reddit.com at Req.# 1016.271.3.Pay Transparency:This job posting may span more than one career level.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.The base pay range for this position is: $187,574.00 - $260,100.00 USD#LI-DNIIn select roles and locations, the interviews will be recorded, transcribed and summarized by artificial intelligence (AI). You will have the opportunity to opt out of recording, transcription and summarization prior to any scheduled interviews.Health insuranceDental insuranceVision insurance401(k)Paid time offFlexible scheduleEquity / stock optionsParental leave

Additional Information

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 126 million daily active unique visitors, Reddit is one of the internet's largest sources of information. For more information, visit www.redditinc.com . Job Duties: Design and implement the next generation ML based systems that power Reddit. Work closely with product and ML engineers to design and implement scalable interfaces. Collaborate with other engineers to improve the recommendation systems and models that power personalization and discovery. Train, evaluate, and deploy sophisticated machine learning models to improve experiences for millions of users. Participate in the full software development cycle: design, develop, QA, deploy, experiment, analyze and iterate. Collaborate across disciplines and with other ML teams at Reddit to find technical solutions to complex challenges. Full-time telecommuting is an option. Minimum Requirements: Master's degree in Computer Science, Engineering (any field) or closely related quantitative discipline and three (3) years of experience in the job offered or in any occupation in related field. Special Skill Requirements: (1) Recommendation and Ranking System Design and Algorithms; (2) PyTorch and Tensorflow; (3) AWS, S3 and RDS ; (4) Scikit-learn; (5) Pandas; (6) Writing production-grade software for large-scale, real-time recommender systems; (7) Machine Learning related tooling and frameworks; (8) Advanced Deep Learning theory and algorithms; (9) Analysis of large-scale datasets; (10) Design and implementation of large-scale A/B tests; (11) Cloud environments (GCP) and relevant tooling (BigQuery); and (12) Microservices architecture. Any suitable combination of education, training and experience is acceptable. Full-time telecommuting is an option.


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