Staff Software Engineer, Data Products
Ladders · United States · 1 mo ago
RemoteRemoteEngineering$202k–$253k/yrFull-time
Responsibilities
- Design and maintain reusable feature datasets for various machine learning applications
- Establish self-service foundations for dataset creation within the organization
- Translate modeling needs into production-ready feature pipelines in partnership with Data Scientists
- Identify and prepare source data for feature engineering tasks
- Balance data features' freshness, correctness, and efficiency in pipeline design
- Build datasets for both historical model training and live inferences
- Design and implement batch and streaming data pipelines for healthcare data
Qualifications
- 8+ years of experience building large-scale production data platforms and distributed data pipelines
- Strong background in designing reusable datasets for machine learning
- Experience collaborating closely with Data Scientists to implement feature engineering workflows
- Pioneering track record of leading cross-team technical initiatives
- Expert knowledge of cloud-native data platforms, particularly AWS
- Proficient in building reliable batch and streaming data pipelines
- Familiarity with healthcare, behavioral data, or large-scale event data is a plus
Benefits
- Equity grants
- Remote-first work from home culture
- Flexible Time Off for personal well-being
- Generous parental leave
- Comprehensive health, dental, and vision insurance
- 401k retirement savings plan
- Lifestyle Spending Account (LSA) for wellness expenses
- Mental Health Support Solutions