Senior Machine Learning Engineer, Measurement Modeling

Job Description

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 101M+ daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit redditinc.com.

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 Senior 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:

Lead projects from concept, design, implementation, to rollout, ensuring the highest quality and performance.
Identify opportunities to enhance ad measurement capabilities by diving deep into our platform and understanding the needs of our advertisers.
Design and develop applied machine learning models for modeled conversions, identity matching, and privacy enhancing technologies, from ideation to production deployment.
Collaborate with data scientists and backend software engineers
Mentor junior team members, share knowledge, and contribute to the technical growth of the team. Provide guidance on machine learning best practices and methodologies.
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:

5+ years of experience in a relevant industry or academic background, preferably in a quantitative/modeling or highly scalable computing environment.
Proven track record of delivering complex machine learning projects from conception to deployment, preferably in real-world applications.
Ability to lead and mentor machine learning engineers or data scientists.
Strong communication skills to collaborate effectively with cross-functional teams and stakeholders.
Demonstrated ability to innovate and stay updated with the latest advancements in machine learning and AI.

Preferred Qualifications:

Experience of orchestrating complicated data pipelines and system engineering on large-scale dataset
Proficiency with programming languages and statistical analysis
Prior experience with Modeled Conversions or Ads Privacy is a big plus
Prior experience with Sequence Modeling, Reinforcement Learning, or Transformer Architecture is a big plus
Experience in Ads Privacy, Ads Measurement, and/or Ads Signals
Experience in Bayesian methodology and experimentation is a plus

Benefits:

Comprehensive Healthcare Benefits and Income Replacement Programs
401k Match
Family Planning Support
Gender-Affirming Care
Mental Health & Coaching Benefits
Flexible Vacation & Reddit Global Days off
Generous paid Parental Leave
Paid Volunteer time off

#LI-AK1 #LI-REMOTE

Reddit is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve. Reddit is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, please contact us at [email protected].