Senior Data Engineer - AI Platform & Lakehouse Lead

Baker Tilly; Redwood City (CA); On-site; USD 185,000 - 230,000; Full time

Job summary

Baker Tilly is seeking a Sr Data Engineer to join the AI Product Group and help build scalable data infrastructure for AI applications. You will contribute to a governed data foundation transforming enterprise information and client documents into high-quality data products.

The role emphasizes production-ready pipelines, data quality, and knowledge-graph capabilities, with collaboration across globally distributed teams.

Qualifications

• Bachelor's degree in CS, engineering, or related field.
• 3+ years building production data pipelines in lakehouse environments.
• Experience with Python and SQL in data engineering contexts.
• Knowledge of data quality, lineage, and governance practices.
• Ability to design scalable data models and entity resolution.

Responsibilities

• Design, build, and maintain scalable batch and incremental data pipelines.
• Develop and optimize modern lakehouse architectures and data models.
• Implement data quality, lineage, and governance across pipelines.
• Create knowledge graphs and retrieval capabilities for AI workloads.
• Collaborate with global teams to deliver production-ready data solutions.
• Own production delivery, testing, monitoring, and runbooks.

Skills

Python

SQL

Data pipelines

Lakehouse

Data governance

Entity resolution

Education

Bachelor's degree in CS/Engineering

Tools

Databricks

Delta Lake

Azure

Git

Job description

Baker Tilly is seeking a Sr Data Engineer to join the AI Product Group and help build scalable data infrastructure for AI applications. You will contribute to a governed data foundation transforming enterprise information and client documents into high-quality data products.

The role emphasizes production-ready pipelines, data quality, and knowledge-graph capabilities, with collaboration across globally distributed teams.