Staff Software Engineer, Data Products
Omada Healthabout 14 hours ago
Base Salary
$176k - $253k/yr
Responsibilities
- Design, build, and maintain reusable feature datasets for machine learning use cases.
- Establish self-service foundations for dataset creation across the organization.
- Partner with Data Scientists to create production-ready feature pipelines.
- Identify source data and transformations for feature engineering.
- Balance features freshness, correctness, latency, and computational efficiency.
- Build datasets for historical model training and production inference.
- Design and implement batch and streaming data pipelines.
- Optimize large-scale distributed processing for performance and cost.
- Ensure data quality through testing and monitoring.
- Lead architecture discussions for large-scale ML data systems.
Requirements
- 8+ years of experience in building large-scale production data platforms.
- Experience designing reusable datasets for machine learning.
- Demonstrated experience collaborating with Data Scientists.
- Strong experience with cloud-native data platforms like AWS.
- Proficient in SQL and programming languages such as Python, Java, or Scala.
- Experience with Apache Spark and data orchestration platforms.
- Familiarity with feature stores and ML data lifecycle concepts.
- Experience with healthcare or large-scale event data is a plus.
Benefits
- Competitive salary with generous annual cash bonus.
- Equity grants.
- Remote first work from home culture.
- Flexible Time Off for rest and personal connections.
- Generous parental leave.
- Health, dental, and vision insurance with above-market contributions.
- 401k retirement savings plan.
- Lifestyle Spending Account (LSA).
- Mental Health Support Solutions.
Tech Stack
Amazon RedshiftApache AirflowApache FlinkApache KafkaApache SparkAWSDatabricksDatadogDockerKubernetesPostgreSQLPythonRuby on RailsSnowflakeSQL
Categories
AI & MLData Engineering