Machine Learning Engineer

Reddit • New York City, NY

4d • Hybrid

About The Position

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 : Build ads retrieval and early ranking system for critical ML tasks with advanced industrial level techniques. Research, implement, test, and launch new model architectures including information retrieval, ANN, recommendation system, deep neural networks within high dimensional information system. Work on large-scale data systems, data pipelines and system engineering on large-scale dataset, backend services and product integration. Collaborate closely with multiple stakeholders across product, engineering, research and marketing. Train, evaluate, test, and deploy machine learning models. Part-time telecommuting is an option. Hybrid work from Reddit offices in New York, NY. Minimum Requirements : Master’s degree (or its foreign degree equivalent) in Data Science, Computer Science 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) Java, Python, Scala, or C++; (2) Data processing frameworks (Spark and Kafka); (3) cloud service provider (AWS or GCP); (4) Container Orchestration (Kubernetes); (5) CI/CD tooling (Drone, CircleCI, and Spinnaker); (6) Machine Learning modeling framework (Tensorflow and PyTorch); (7) Machine Learning deployment; (8) Model training pipeline (Kubeflow and Ray); (9) Jupyter notebook; (10) Data analysis and reading dashboards; (11) DNN frameworks; (12) Airflow piplines; and (13) SQL and Big Query. Any suitable combination of education, training and experience is acceptable. Part-time telecommuting is an option. Hybrid work from Reddit offices in New York, NY .

Requirements

• Master’s degree (or its foreign degree equivalent) in Data Science, Computer Science or closely related quantitative discipline, and (2) years of experience in the job offered or in any occupation in related field.
• Java, Python, Scala, or C++
• Data processing frameworks (Spark and Kafka)
• cloud service provider (AWS or GCP)
• Container Orchestration (Kubernetes)
• CI/CD tooling (Drone, CircleCI, and Spinnaker)
• Machine Learning modeling framework (Tensorflow and PyTorch)
• Machine Learning deployment
• Model training pipeline (Kubeflow and Ray)
• Jupyter notebook
• Data analysis and reading dashboards
• DNN frameworks
• Airflow piplines
• SQL and Big Query

Responsibilities

• Build ads retrieval and early ranking system for critical ML tasks with advanced industrial level techniques.
• Research, implement, test, and launch new model architectures including information retrieval, ANN, recommendation system, deep neural networks within high dimensional information system.
• Work on large-scale data systems, data pipelines and system engineering on large-scale dataset, backend services and product integration.
• Collaborate closely with multiple stakeholders across product, engineering, research and marketing.
• Train, evaluate, test, and deploy machine learning models.

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

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level
• Number of Employees: 501-1,000 employees