Forward Deployed Data Engineer
Core
Build and maintain production data pipelines and infrastructure for AI/ML systems, ensuring data quality, lineage, and reliability for enterprise clients.
Role type
Senior IC data engineer (AI infrastructure)
Builds
Production data pipelines, data quality controls, and training/evaluation datasets for AI models
Domain
AI/ML infrastructure, Enterprise software (ERP/CRM)
Deliverable
production ML models
Required skills
Python, SQL, Data pipeline design, Data quality & lineage, Warehouse/Lakehouse management, ML data preparation
Preferred skills
ERP/CRM integration, Data quality tooling, Consulting/forward-deployed experience
Technologies
Snowflake, BigQuery, Databricks, Postgres
Responsibilities
Extract data from ERP, CRM, and accounting systems; Design ingestion, transformation, and storage pipelines; Establish quality and lineage controls; Curate training and evaluation datasets; Run systems in production at enterprise scale; Build infrastructure for client teams to operate
Seniority
Senior, hands-on IC