Senior Data Engineer, ML Platform

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 116 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit

www.redditinc.com

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Who We Are

The Machine Learning Platform team at Reddit is a high-impact team that owns the infrastructure that powers recommendations, content discovery, user and content quantification, while directly impacting other teams such as Growth, Ads, Feeds, and Core Machine Learning teams.

What You’ll Do

As a

Senior

Data Engineer,

you will lead development of data pipelines and workflow for large scale ML models at Reddit.

Design and implement scalable and secure data processing pipelines and storage environments that prepare our source of truth datasets for our models.

Ensure data is cleansed, mapped, transformed, and otherwise optimized for storage and use according to business and technical requirements.

Build effective data pipelines and workflows to streamline data ingestion, processing, and distribution tasks.

Setting up and operating data workflow management tools for SQL code versioning, dependency tracing, etc

Load transformed data into storage and reporting structures in destinations including data warehouse, reporting systems and analytics applications.

Monitor and troubleshoot issues with the data environment to maintain high availability and performance.

Support monitoring and observability across training datasets, model metrics and implement diagnostic tools for metric movements.

Maintain effective documentation regarding data procedures, systems, and architectures to maintain clarity and enable easy collaboration.

Who You Might Be

5+ years of experience in Data Engineering or ML Infrastructure

Experience With Large Scale Data Transforms To Prepare Graph Data

Experience With Graph Db, Spark, Kafka Pipelines

Experience Working With Airflow And Mlflow

Experience With Storage Frameworks Like Bq, Parquet, Iceberg

Awareness of ML models and architectures is a huge plus.

Strong focus on scalability, reliability, performance, and ease of use. You are an undying advocate for platform users and have a deep intuition for the machine learning development lifecycle.

Strong organizational & communication skills

Benefits

Comprehensive Healthcare Benefits and Income Replacement Programs

401k with Employer Match

Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving support

Family Planning Support

Gender-Affirming Care

Mental Health & Coaching Benefits

Flexible Vacation & Paid Volunteer Time Off

Generous Paid Parental Leave

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

$190,800

—

$267,100 USD

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During the interview, we will collect the following categories of personal information: Identifiers, Professional and Employment-Related Information, Sensory Information (audio/video recording), and any other categories of personal information you choose to share with us. We will use this information to evaluate your application for employment or an independent contractor role, as applicable.  We will not sell your personal information or disclose it to any third party for their marketing purposes.  We will delete any recording of your interview promptly after making a hiring decision.  For more information about how we will handle your personal information, including our retention of it, please refer to our

Candidate Privacy Policy for Potential Employees and Contractors

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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, due to a disability, you need an accommodation during the interview process, please let your recruiter know.