Remote Machine Learning Engineer

Summary

Join the Ads Measurement Modeling team at Reddit as a Machine Learning Engineer to enhance the efficiency and user-friendliness of our advertising platform.

Requirements

• 2+ years of experience with applied machine learning models and large-scale ML systems. Includes experience, training, evaluating, testing, and deploying machine learning models
• Proficiency with programming languages (Python, SQL) and statistical analysis
• Effective communication skills to collaborate with cross-functional teams and convey technical concepts to non-technical stakeholders

Responsibilities

• Design and develop applied machine learning models for modeled conversions and identity matching from ideation to production deployment
• 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
• Design, implement, and maintain reliable, high-performance distributed systems

Preferred Qualifications

• Experience of orchestrating complicated data pipelines and system engineering on large-scale dataset
• Prior experience with Modeled Conversions, Ads Privacy, or Ads Measurement is a big plus
• Prior experience with Sequence Modeling, Reinforcement Learning, and Transformer Architecture is a big plus

Benefits

• Comprehensive Health Benefits
• Retirement Savings plan with matching contributions
• Workspace benefits for your home office
• Personal & Professional development funds
• Family Planning Support
• Flexible Vacation & Reddit Global Days Off