Lead the building, testing, and maintenance of our ML Feature Store and Feature Engineering infrastructure at Reddit that serves 100 million+ redditors.
Work with other engineers across ML Platform and Reddit infrastructure to significantly advance the ML Platform.
Work with management on team goal setting, planning, and de-risk project execution
Mentor other team members in adopting a rigorous DevOps approach to maintain and/or improve ML infra components and services health and quality
Requirements
4-6+ years of work experience in a production software development environment
Experience working on large-scale ML Systems serving 100s of millions of users
Experience building feature stores and feature engineering infrastructure
Experience building production-quality code incorporating testing, evaluation, and monitoring using object-oriented programming, including experience in Python, Scala, and golang.
Experience with Kubernetes
Knowledge of maintaining or developing applications using large-scale open source data stack, e.g, Kafka, Flink, Cassandra, Redis
Comfortable with distributed systems, big data (Petabyte scale) and data-intensive systems
Strong organizational & communication skills
Benefits
Comprehensive Healthcare Benefits and Income Replacement Programs
401k Match
Family Planning Support
Gender-Affirming Care
Mental Health & Coaching Benefits
Flexible Vacation & Reddit Global Days off
Generous paid Parental Leave
Paid Volunteer time off
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learningfeature engineeringproduction software developmentobject-oriented programmingPythonScalaGolangKubernetesbig datadistributed systems