Machine Learning Engineer, Ads Measurement

January 17

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Reddit, Inc.

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Software Engineering • Full-Stack Engineering • Frontend Engineering • Backend Engineering • Social Media

501 - 1000

Description

• The Ads Measurement Core team is dedicated to enhancing the efficiency and user-friendliness of our advertising platform. We specialize in privacy enhancing technologies, identity resolution, and modeled conversions. We are looking for a Senior Machine Learning Engineer to use privacy enhancing technologies to improve our capabilities. As a diverse group of software engineers, product managers, data scientists, and ads experts, we are excited for you to join our team! • 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 data scientists and 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.

Requirements

• 3+ 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. • 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 Healthcare Benefits • 401k Matching • Workspace benefits for your home office • Personal & Professional development funds • Family Planning Support • Flexible Vacation (please use them!) & Reddit Global Wellness Days • 4+ months paid Parental Leave • Paid Volunteer time off