Machine Learning Engineer

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 . Job Duties: Design and develop applied machine learning models for modeled conversions and identity matching from ideation to production deployment. Design, implement, and maintain reliable, high-performance distributed systems. Identify opportunities to enhance ad measurement capabilities by diving deep into our platform and understanding the needs of our advertisers. Collaborate with backend software engineers. Conduct A/B tests and experiments to iterate and fine-tune algorithms and models. Stay updated on state-of-the-art algorithmic techniques and recognize promising innovations, adapting them to Reddit's unique platform and community. Full-time telecommuting is an option. Minimum Requirements: Bachelor's degree (or its foreign degree equivalent) in Computer Science, Materials Science, Engineering (any field) or closely related quantitative discipline, and (2) years of experience in the job offered or in any occupation in related field. Special Skill Requirements: (1) Scipy; (2) Numpy; (3) Scikit-Learn; (4) Apache Spark; (5) Bash; (6) Git; (7) Machine Learning; (8) Time Series Modelling; (9) Pandas; (10) object oriented programming; (11) Redis; (12) Postgres; (13) Go; (14) Kubernetes; (15) Docker; and (16) Vector Storage. Any suitable combination of education, training and experience is acceptable. Full-time telecommuting is an option. 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 Submit a resume with references using the apply button on this posting or by email at: applicationsreview@reddit.com at Req.# 1016.160.2 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: $180,500.00 - $210,600.00 USD #LI-DNI In 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. During the interview, we will collect the following categories of personal information: Identifiers, Professional and Employment-Related Information, Sensory Information (audio/video recording), and any other categories of personal information you choose to share with us. We will use this information to evaluate your application for employment or an independent contractor role, as applicable. We will not sell your personal information or disclose it to any third party for their marketing purposes. We wi ... (truncated, view full listing at source)