Senior AI Context Engineer

Tasks and Qualifications

• Design and implement enterprise semantic models and certified KPI layers to ensure trusted, reusable business metrics.
• Build AI-safe data abstraction layers that prevent metric recomputation and ensure consistency across analytics and AI use cases.
• Develop and enforce data contracts, metadata standards, and semantic governance frameworks across domains.
• Engineer scalable batch and real-time streaming data pipelines in a modern cloud environment (GCP preferred).
• Collaborate with AI/ML teams to design reliable grounding strategies for AI applications and agents.
• Implement metadata management capabilities including cataloging, lineage, observability, and automated data quality checks.
• Apply DataOps principles including CI/CD, automated testing, and deployment automation for data products.
• Mentor engineers and promote best practices in semantic modeling, governance, and AI-ready platform design.

What We are Looking For

• 10–15+ years of experience in enterprise-scale cloud data engineering and distributed systems.
• Strong hands-on experience building modern data platforms in GCP (BigQuery, Dataform, Pub/Sub, Composer/Airflow, Cloud Run).
• Deep expertise in SQL, Python, and data modeling (dimensional modeling, lakehouse architectures).
• Hands-on experience with metadata management, lineage tracking, observability, and data quality frameworks.
• Experience building both batch and real-time streaming data systems.
• Strong understanding of semantic modeling, business metric governance, and AI consumption patterns.

What Will Set You Apart

• Experience with Data Mesh or domain-driven data architecture.
• Exposure to AI/LLM integration patterns including Retrieval-Augmented Generation (RAG).
• Supply chain background.

Pay Transparency: The base pay range for this role is estimated to be $134,250.00 - $179,000.00 at the time of posting. Final compensation will be determined by various factors such as work location, education, experience, knowledge and skills.