Software Engineer, Machine Learning (Ads PET)
Reddit is a community of communities where people can dive into anything through experiences built around their interests, hobbies, and passions. Our mission is to bring community, belonging, and empowerment to everyone in the world. Reddit users submit, vote, and comment on content, stories, and discussions about the topics they care about the most. From pets to parenting, there's a community for everybody on Reddit and with over 50 million daily active users, it is home to the most open and authentic conversations on the internet. For more information, visit redditinc.com.
"The front page of the internet," Reddit brings over 430 million people together each month through their common interests, inviting them to share, vote, comment, and create across thousands of communities. Come for the cats, stay for the empathy.
The Ads Measurement team is dedicated to enhancing the efficiency and user-friendliness of our advertising platform. We specialize in identity resolution, conversion modeling, and anomaly detection. As a diverse group of statisticians, data scientists, and ads experts, we are excited for you to join our team!
Responsibilities:
- 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 anomaly detection, from ideation to production deployment.
- Collaborate with data scientists and backend software engineers
- Conduct A/B tests and experiments to iterate and fine-tune algorithms and models.
- Own your work from concept, design, implementation, and rollout, ensuring the highest quality and performance.
- 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.
What We Can Expect From You:
- 2+ years of experience with applied machine learning models and large-scale ML systems
- 3+ years of end-to-end experience of training, evaluating, testing, and deploying machine learning models
- Proficiency with programming languages (Java, Python, Golang, C++, or similar) and statistical analysis.
- Experience of orchestrating complicated data pipelines and system engineering on large-scale dataset
- Prior experience with Ads/Ads Measurement is a plus
Benefits:
- Comprehensive Health benefits
- 401k Matching
- Workspace benefits for your home office
- Personal & Professional development funds
- Family Planning Support
- Flexible Vacation (please use them!) & Reddit Global Days Off
- 4+ months paid Parental Leave
- 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 https://www.redditinc.com/careers/.
To provide greater transparency to candidates, we share base pay ranges for all US-based job postings regardless of state. We set standard base pay ranges for all roles based on function, level, and country location, benchmarked against similar stage growth companies. Final offer amounts are determined by multiple factors including, skills, depth of work experience and relevant licenses/credentials, and may vary from the amounts listed below.
The base pay range for this position is:
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 ApplicationAssistance@Reddit.com.
By
Reddit
Reddit is social news aggregation, content rating, and forum social network headquartered in San Francisco. As of 2023, Reddit is the 18th most-visited website worldwide.
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