Мэтч & Сопровод
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Описание вакансии
TL;DR
Machine Learning Engineer (Ads): Building and optimizing ads retrieval and early ranking systems for critical ML tasks with an accent on industrial-level model architectures and large-scale data processing. Focus on implementing recommendation systems, deep neural networks, and maintaining high-performance data pipelines to support Reddit's massive user base.
Location: Must be based in or able to work from the office in New York, NY (Hybrid)
Salary: $223,000 - $260,100 USD
Company
Reddit is a massive community-driven platform built on shared interests, hosting over 100,000 active communities and serving millions of daily visitors.
What you will do
- Build and optimize ads retrieval and early ranking systems using advanced industrial techniques.
- Research, implement, and deploy model architectures including information retrieval, ANN, and recommendation systems.
- Develop and maintain large-scale data systems, pipelines, and backend services.
- Collaborate with product, engineering, research, and marketing stakeholders.
- Train, evaluate, and deploy machine learning models into production.
Requirements
- Master’s degree in Data Science, Computer Science, or a closely related quantitative discipline.
- Minimum of 2 years of professional experience in the job offered or a related field.
- Proficiency in Java, Python, Scala, or C++.
- Experience with data processing frameworks like Spark and Kafka.
- Experience with cloud service providers (AWS or GCP) and container orchestration (Kubernetes).
- Must be able to work in a hybrid capacity from the New York office.
Culture & Benefits
- Comprehensive healthcare benefits and income replacement programs.
- 401(k) plan with employer match.
- Flexible vacation policy and paid volunteer time off.
- Generous paid parental leave and family planning support.
- Mental health and coaching benefits, plus gender-affirming care.
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