Omada Health
Staff Software Engineer, Data Products
Remote, USA · Staff+
Sponsorship not specified$202k-$253kDetected 1 day ago
PythonJavaRubyRailsDistributed SystemsSQLNoSQLPostgreSQLSnowflakeRedshiftDatabricksAWSDockerKubernetesCI/CDDatadogRESTKafkaMachine LearningSparkAirflowData EngineeringData VisualizationMLOps
About the role
- This role is ideal for someone who enjoys solving complex data problems, designing scalable distributed data systems, and enabling machine learning through well-engineered data foundations.
Responsibilities
- Partner with Data Scientists to translate modeling requirements into production-ready feature pipelines, supporting the full model lifecycle from exploration to deployment.
- Identify source data, transformations, and historical windows needed for feature engineering. Help define and build shared, reusable feature definitions across models rather than one-off datasets.
- Build datasets that support both historical model training and future production inference.
- Build reliable data processing systems using Python, SQL, Spark, and modern cloud data platforms.
- Optimize large-scale distributed processing for performance, scalability, and cost.
- Design data pipelines that are modular, testable, observable, and easy to evolve as product requirements change.
- Partner with platform teams to support near real-time feature generation where appropriate.
- Support rapid experimentation without sacrificing long-term maintainability.
- As we build together toward our mission, we strive to embody the following values in our day-to-day work.
- We ask to understand and we build connections.
Nice to have
- Experience supporting personalization, recommendation, ranking, or predictive modeling systems.
- Familiarity with model training pipelines and MLOps workflows.
- Experience designing data platforms for experimentation.
- Experience with Data/AI Governance.
- Demonstrated experience partnering closely with Data Scientists to productionize feature engineering workflows.
- Experience leading cross-team technical initiatives and influencing engineering direction.
- Strong experience working with cloud-native data platforms such as AWS.
- Bachelor's degree in Computer Science or a similar discipline preferred.
Skills
- Expert SQL with strong data modeling skills.
- Strong programming skills in Python, Java, or Scala.
- Experience with Apache Spark or similar distributed compute frameworks.
- Experience with Airflow or similar orchestration platforms.
- Experience designing dimensional models, event models, and feature datasets.
- Experience implementing testing, CI/CD, observability, and production monitoring for data pipelines.
- Understanding of Feature Stores and ML data lifecycle concepts.
- Experience with Lakehouse Architecture such as Databricks, Iceberg is a strong plus.
- Experience with streaming technologies such as Kafka, Flink, or Spark Structured Streaming.
- Understanding of software engineering best practices, distributed systems, and cloud-native architectures.
- Comfortable influencing senior executives and cross-functional partners.
- Skilled at balancing business priorities with long-term technical investments.
Compensation
- Competitive salary with generous annual cash bonus
Benefits
- Competitive salary with generous annual cash bonus
- Flexible Time Off to help you rest, recharge, and connect with loved ones
- Generous parental leave
- Health, dental, and vision insurance (and above market employer contributions)
- 401k retirement savings plan
- Mental Health Support Solutions
- It takes a village to change health care.
- We push through the challenges of changing health care because we know the destination is worth it.
Company info
- Act Boldly. We innovate daily to solve problems, improve processes, and find new opportunities for our members and customers.
Visa & Work Authorization
- re committed to equal opportunity regardless of race, color, religion, sex, gender identity, national origin, ancestry, citizenship, age, physical or mental disability, legally protected medical condition, family care st
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This listing is sourced directly from Omada Health's careers page and normalized into a canonical job model.