Machine Learning Engineer at Reddit designing and deploying recommendation systems and personalization models. Work spans model training, evaluation, A/B testing, and production deployment at scale for 126M+ daily users.
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.
Benefits:
Submit 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.
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.
The base pay range for this position is: $187,574.00 - $260,100.00 USD
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