Senior Data Engineer
Core
Build the data foundation for a discovery-stage team focused on predicting client home service needs and timing to drive proactive personalization and retention.
Role type
Senior IC Data Engineer
Builds
Data pipelines, predictive models, and semantic layers for a client retention and personalization engine
Domain
Marketplace / Home Services / AI-driven Personalization
Deliverable
production ML models
Required skills
ELT pipeline design, cloud data warehousing, SQL, Python, dimensional modeling, AI coding tools proficiency, event-driven data processing
Preferred skills
Streaming platforms (Kafka/Kinesis), BI/semantic layer tools (Looker/Mode/Tableau), cross-functional collaboration
Technologies
dbt, Airflow, Snowflake, Fivetran, Kafka, Kinesis, Looker, Mode, Tableau
Responsibilities
Build and maintain data pipelines capturing client profiles and event signals; Partner with ML engineers to prepare data for predictive models; Connect personalization signals to CRM and marketing channels; Develop dbt models for measuring in-market tests; Use AI coding tools as a default workflow to accelerate development; Contribute to technical documentation and roadmap
Seniority
Senior, hands-on IC