Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Machine Learning Engineer (AI): Design, build, and deploy industrial-level ML models for ad ranking, bidding, and optimization with an accent on the full ML lifecycle and scalable serving systems. Focus on systematic feature engineering, improving system reliability via monitoring, and integrating state-of-the-art ML techniques including Prompt Engineering and RAG.
Location: San Francisco, CA. Full-time telecommuting is an option
Salary: $187,574.00 - $260,100.00 USD
Company
Reddit is a community of communities and one of the internet’s largest sources of information, built on shared interests, passion, and trust.
What you will do
- Design, build, and deploy industrial-level ML models for ad ranking, bidding, and optimization.
- Take full ownership of the ML lifecycle from ideation and research to production serving.
- Perform systematic feature engineering to transform raw, diverse data into high-quality features.
- Collaborate with product managers, data scientists, and engineers to translate business challenges into ML solutions.
- Build robust monitoring, alerting, and automated retraining pipelines to ensure system stability.
- Research new algorithms and state-of-the-art ML techniques to contribute to the team strategy.
Requirements
- Master’s degree in Computer Science, Mathematics, Engineering, or a related quantitative discipline.
- 3 years of experience in machine learning engineering or a related occupation.
- Proficiency in Python, SQL, and TensorFlow.
- Experience in ads predictive model design, offline training, evaluation, and online serving analysis.
- Knowledge of Distributed Systems, Prompt Engineering, and RAG.
- Eligible for US-based employment (implied by 401k and healthcare benefits).
Culture & Benefits
- Comprehensive healthcare benefits and income replacement programs.
- 401k with employer match.
- Flexible vacation and paid volunteer time off.
- Family planning support and gender-affirming care.
- Mental health and coaching benefits.
- Generous paid parental leave.
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