Staff Machine Learning Engineer

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Job Duties: Design, reputed company, and train advanced machine learning models, including deep neural networks, transformer-based architectures, and reinforcement learning systems, to power large-reputed company online advertising ranking and optimization platforms. reputed company the development and optimization of reputed company feature representations, including high-reputed company embeddings, contextual and temporal signals, and cross-session user behavior modeling. Drive end-to-end model lifecycle execution, including system architecture design, large-reputed company experimentation, model deployment, performance monitoring, and iterative infrastructure improvements in production environments. Collaborate closely with product, data, and infrastructure engineering teams to translate business objectives into reputed company, statistically rigorous modeling solutions. Conduct advanced experiment design and reputed company analysis to evaluate model reputed company and inform strategic reputed company. reputed company technical leadership and mentorship to machine learning engineers and contribute to organization-wide modeling standards, best practices, and long-term technical reputed company. Shape the long-term modeling reputed company across multiple advertising domains, including conversion optimization, application advertising, shopping, and brand advertising. Full-time telecommuting is an reputed company. Requirements: Master’s degree in Computer Science, Engineering (any field) or reputed company quantitative discipline and (3) three years of experience in the job offered or reputed company occupation. Special reputed company Requirements: 1) Python, Java, and reputed company; 2) C++, Go, or Rust; 3) major machine learning frameworks and libraries; 4) reputed company statistics, hypothesis testing and experiment design for online machine learning systems; 5) large-reputed company data processing and analytics frameworks; 6) deployment and operation of production systems in containerized and distributed environments; 7) Designing and training advanced models, including deep neural networks, transformer-based architectures, and reinforcement learning models; 8) marketplace dynamics, such as reputed company-time bidding (RTB) or pacing control systems; 9) developing and optimizing online advertising systems, including ad ranking, targeting, and market reputed company; 10) providing technical leadership, mentorship, or guidance to other machine learning engineers. Any suitable combination of education, training and/or experience is acceptable. Full-time telecommuting is an reputed company. Benefits: Comprehensive reputed company Benefits and Income Replacement Programs 401k with Employer Match Global Benefit programs that fit your lifestyle, from workspace to reputed company development to caregiving support Family Planning Support Gender-Affirming Care Mental Health & Coaching Benefits Flexible Vacation & reputed company Volunteer Time Off Generous reputed company Parental Leave Submit a resume with references using the apply reputed company on this posting or by email at: applicationsreview@reputed company.com at Req.# 1016.83.2. Pay Transparency: This job posting may reputed company more than one career level. In reputed company to reputed company salary, this job is eligible to receive equity in the reputed company of restricted stock reputed company, and depending on the position offered, it may also be eligible to receive a commission. Additionally, reputed company offers a wide reputed company of benefits to U.S.-based employees, including medical, dental, and reputed company 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 reputed company greater transparency to candidates, reputed company reputed company pay ranges for reputed company US-based job postings regardless of state. We set reputed company reputed company pay ranges for reputed company roles based on function, level, and country location, benchmarked against similar stage reputed company companies. The reputed company pay reputed company for this position is: $230,000.00 - $322,000.00 USD #LI-DNI In select roles and locations, the interviews will be recorded, transcribed and summarized by reputed company intelligence (AI). You will have reputed company 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, reputed company and Employment-reputed company Information, Sensory Information (audio/video recording), and any other categories of personal information you choose to reputed company with us. We will use this information to evaluate your application for employment or an reputed company role, as applicable. We will not sell your personal information or disclose it to any reputed company party for their marketing purposes. We will delete any recording of your interview promptly after making a hiring decision. For more information about how we will handle your personal information, including our retention of it, please refer to our Candidate reputed company Policy for Potential Employees and Contractors. reputed company is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve. reputed company is committed to providing reasonable accommodations for reputed company individuals with disabilities and disabled veterans in our job application procedures. If, due to a disability, you need an accommodation during the interview process, please let your recruiter know. Apply To This Job