Senior Data Engineer – Data & Context Platform
Core
Build the foundational data layer (ingestion pipelines, canonical data model, graph and retrieval system) that provides context for AI agents to reason over infrastructure and operations.
Role type
Senior IC data engineer (infrastructure context platform)
Builds
Ingestion pipelines, canonical data models, graph databases, and retrieval systems for AI agents
Domain
Cloud infrastructure, DevOps, SRE, and Agentic AI
Deliverable
production ML models
Required skills
Data pipeline design, data normalization, entity resolution, data modeling, Python, SQL, cloud ecosystems (AWS/GCP/Azure), Kubernetes, Terraform
Preferred skills
Graph databases, vector databases, streaming/CDC, multi-tenant SaaS architecture, data quality tooling, agentic AI frameworks
Responsibilities
Design and build ingestion pipelines for heterogeneous infrastructure sources; model relationships between infrastructure and services for agent traversal; define and enforce data freshness and quality contracts; implement tenant isolation and access controls; partner with platform teams to define context requirements
Seniority
Senior, hands-on IC
