Senior Full Stack Data Engineer
Core
Architecting the semantic backbone and distributed pipelines for a platform that transforms operational data into impact models for resource management.
Role type
Senior IC data engineer (semantic modeling & distributed systems)
Builds
Distributed data pipelines, knowledge graph ontologies, and semantic data layers
Domain
Data engineering, semantic modeling, and operational analytics
Deliverable
production ML models | infrastructure
Required skills
Python, SQL, Apache Spark, Apache Flink, dbt, dlt, PostgreSQL, graph databases, cloud infrastructure (AWS/Cloudflare), Infrastructure-as-Code, LLM-driven workflows
Preferred skills
Experience in startups, portfolio of data architecture, modern data warehousing concepts
Technologies
dbt, dlt, Apache Spark, Apache Flink, Python, Scala, PostgreSQL, AWS, Cloudflare
Responsibilities
Architect complex data flow solutions with versioning and auditability; Design data layers using metadata and semantic graphs; Develop ontologies to translate domain logic into queryable models; Implement scalable processing pipelines for time/resource/cost data; Drive integration of LLM workflows for unstructured data transformation; Define standards for data integrity and quality; Partner with CTO and product team on data-driven opportunities
Seniority
Senior, hands-on IC