The Ads Measurement Modeling 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 Machine Learning Engineer to use privacy enhancing technologies to improve our capabilities. As a diverse group of software engineers, product managers, 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 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.
Minimum Qualifications:
- 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.
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
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