Senior Machine Learning Engineer, Ads Marketplace Quality
Remote - United States
Ads Marketplace Quality team is growing and we are looking for an experienced software engineer to be part of the journey of developing a world-class marketplace and optimizing for users, advertisers and Reddit value.
In this role, you will be responsible for developing and executing a vision to improve our Ads Marketplace. You will develop a deep understanding of our marketplace dynamics and identify areas of improvements by getting to the bottom of data, design, implement and ship algorithms to production that improve our ads delivery funnel with the goal of upleveling the utility for both our advertiser and user values. In particular, you will work on our Ad Relevance initiatives, where you will drive and execute on Reddit’s vision to transform Reddit into an advertising platform that serves ads that are highly relevant to our users
As a senior machine learning engineer in the Ads Marketplace Quality team, you will be an industry technical leader with domain knowledge in marketplace dynamics, you will research, formulate, and execute on our mission to build end-to-end ML solutions and deliver the highly relevant ad to the right user under the right context with data and ML driven solutions. You will deliver with strong execution and cross-functional management skills.
Responsibilities:
- Building industrial-level models for critical ML tasks with advanced modeling techniques to improve ad relevance on Reddit
- Research, implement, test, and launch new model architectures including deep neural networks with advanced pooling and feature interaction architectures;
- Proactively further our understanding of marketplace dynamics and develop algorithms to improve the efficiency and effectiveness of our ads ranking and auction
- Drive technical roadmaps and lead day to day project execution, and contribute meaningfully to team vision and strategy
- Lead junior engineers in implementing technical designs
- Be a cross-functional advocate for the team, collaborate with product managers and data scientists to innovate and build products
Required Qualifications:
- Tracking records of consistently driving KPI …
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Remote - United States
Benefits/Perks401(k) matching 4+ months paid Parental Leave Commission Comprehensive healthcare Comprehensive Healthcare Benefits Dental Development funds Equity Equity in the form of restricted stock units Family Planning Family Planning Support Flexible Vacation Generous time off Global Wellness Global Wellness Days Healthcare Healthcare Benefits Home office benefits Medical Medical, dental, and vision insurance Paid parental leave Paid Volunteer time off Parental leave Pay Transparency Personal & Professional development funds Professional development funds Reddit Global Wellness Reddit Global Wellness Days Vision Insurance Volunteer time off Wide range of benefits Workspace Workspace benefits Workspace benefits for your home office
Tasks- Building industrial-level models
- Develop ML models
- Feature engineering
- Lead project execution
- Mentor junior engineers
- Mentor other engineers
- Product development
- Research and implement model architectures
- Research, implement, test, and launch new model architectures
Ads Advertising Algorithms Architecture C++ Data analysis Data generation pipelines Data Pipelines Deep Learning Engineering Feature Engineering Golang Java Machine Learning Management ML Model Architecture Product Development Production Python Quality Ranking Statistical analysis
Experience4 years
EducationEngineering Machine Learning ML
TimezonesAmerica/Anchorage America/Chicago America/Denver America/Los_Angeles America/New_York Pacific/Honolulu UTC-10 UTC-5 UTC-6 UTC-7 UTC-8 UTC-9