Senior Machine Learning Engineer, Measurement Modeling

Reddit, Inc.; United States; Remote; USD 216,000 - 304,000; Full time

Job summary

An established industry player is seeking a Senior Machine Learning Engineer to enhance its advertising platform through innovative privacy technologies. In this pivotal role, you will lead projects from ideation to deployment, collaborating with cross-functional teams to deliver cutting-edge machine learning solutions. Your expertise will drive improvements in ad measurement capabilities, while mentoring junior engineers and staying at the forefront of technological advancements. This is an exciting opportunity to make a significant impact in a dynamic and diverse environment, contributing to the evolution of one of the internet's largest communities.

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 machine learning and scalable computing.
• Proven track record in delivering complex machine learning projects.

Responsibilities

• Lead projects from concept to rollout, ensuring high quality.
• Design and develop machine learning models for privacy technologies.

Skills

Machine Learning

Data Analysis

Statistical Analysis

Communication Skills

Mentoring

Education

Bachelor's Degree in a related field

Master's Degree in a related field

Tools

Python

TensorFlow

PyTorch

SQL

Job description

Senior Machine Learning Engineer, Measurement Modeling

Remote - United States

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.

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 datasets.
• 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.

Compensation and 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.

Pay Transparency:

This job posting may span more than one career level. In addition to base salary, this job is eligible to receive equity in the form of restricted stock units, and depending on the position offered, it may also be eligible to receive a commission. Additionally, Reddit offers a wide range of benefits to U.S.-based employees, including medical, dental, and vision insurance, 401(k) program with employer match, generous time off for vacation, and parental leave. To learn more, please visit redditinc.com/careers.

The base pay range for this position is: $216,700 - $303,400 USD.

Reddit is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve.