173 applicants

Company

Original Job Post

Reddit, Inc. · 3 days ago

Senior Machine Learning Engineer - Ads Targeting

United States

Full-time

Remote

Senior Level

$217K/yr - $303K/yr

5+ years exp

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Comp. & Benefits

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Responsibilities

Own end-to-end execution of ML-based targeting products like smart targeting expansion, keyword targeting, auto targeting, user lookalikes etc

Own offline & online experimentation of ML models for improving targeting products to drive advertiser outcomes

Research, implement, test, and launch new model architectures for retrieval using deep learning (GNNs, transformers, two tower models) with a focus on improving advertiser outcomes

Drive technical roadmaps and lead day to day project execution, and contribute meaningfully to team vision and strategy

Work on large scale data systems, backend services and product integration

Collaborate closely with multiple stakeholders cross product, engineering, research and marketing

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine LearningTensorflowPytorchData ProcessingSparkDataflowKubeflowAirflowBigQueryNearest-Neighbor SearchMLOpsML ExperimentationStakeholder ManagementProductizationLarge Scale SystemsRecommender SystemsAds RankingDeep LearningRepresentation LearningTransfer LearningTech LeadProduct TeamProblem-SolvingLeadership

Required

2+ years of experience with leading applied machine learning models with Tensorflow/Pytorch with large-scale ML systems

5+ years of end-to-end experience of training, evaluating, testing, and deploying machine learning models

Experience with large scale data processing & pipeline orchestration tools like Spark, Dataflow, Kubeflow, Airflow, BigQuery

Experience working with nearest-neighbor search systems is a big plus

Experience building & improving MLOps tools and ML experimentation workflows

Experience working with cross functional stakeholders across research, product & infrastructure to productize ML research

Preferred

Knowledge of large scale search & recommender systems, or modern ads ranking/retrieval/targeting systems is preferred

Experience with deep learning, representation learning or transfer learning is preferred

Tech lead experience in a product team is strongly preferred

Benefits

Comprehensive Healthcare Benefits

401k Matching

Workspace benefits for your home office

Personal & Professional development funds

Family Planning Support

Flexible Vacation (please use them!) & Reddit Global Wellness Days

4+ months paid Parental Leave

Paid Volunteer time off

Company

Reddit, Inc.

Glassdoor

3.8

Reddit is a network of more than 100,000 communities where people can dive into anything through experiences built around their interests, hobbies and passions.

Founded in 2005

San Francisco, California, USA

501-1,000 employees

https://www.redditinc.com

H1B Sponsorship

Reddit, Inc. has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

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2020 (42)