Senior Machine Learning Engineer, Measurement Modeling

Reddit, Inc.; Ontario; Hybrid; CAD 80,000 - 130,000; Full time

Job summary

Join a forward-thinking company as a Senior Machine Learning Engineer, where you will lead innovative projects that enhance advertising measurement capabilities. This role involves designing and deploying cutting-edge machine learning models while collaborating with a diverse team of experts. You will mentor junior engineers, conduct experiments to optimize algorithms, and stay at the forefront of advancements in machine learning. This position offers a unique opportunity to impact a platform that fosters authentic conversations and communities, all while enjoying comprehensive benefits and a flexible work environment.

Benefits

Comprehensive Healthcare Benefits

401k Match

Family Planning Support

Mental Health & Coaching Benefits

Flexible Vacation

Paid Volunteer Time Off

Qualifications

• 5+ years of experience in a quantitative/modeling or scalable computing environment.
• Proven track record of delivering complex machine learning projects.

Responsibilities

• Lead projects from concept to rollout, ensuring quality and performance.
• Design and develop machine learning models for conversions and identity matching.

Skills

Machine Learning

Statistical Analysis

Communication Skills

Mentoring

Innovation

Education

5+ years in relevant industry or academic background

Tools

Python

Data Pipelines

Bayesian Methodology

Job description

Senior Machine Learning Engineer, Measurement Modeling

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.
• Mental Health & Coaching Benefits.
• Flexible Vacation & Reddit Global Days off.
• Paid Volunteer time off.

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 [e-mail].

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