BambooHR is seeking a Sr. Data Engineer to design, build, and operate scalable data platforms, analytics systems, and AI/ML infrastructure.
Requirements
- Collaborate with data analysts, data scientists, ML engineers, software engineers, and business stakeholders
- Design, develop, and maintain scalable data ingestion and transformation pipelines
- Build and optimize data lake, lakehouse, warehouse, and data mart architectures
- Develop and maintain data models including facts, dimensions, feature datasets, and domain-specific data products
- Translate business requirements into design documents
- Design and manage cloud-based data and ML infrastructure
- Design, build, and operationalize machine learning pipelines
- Support ML model lifecycle management
- Develop and maintain ML feature stores and reusable feature pipelines
- Build and integrate AI-powered applications and agentic workflows
- Design and implement data pipelines for AI systems
- Develop and maintain unit, integration, and data quality tests
- Participate in peer code reviews, pull requests, and team coding standards
- Document data pipelines, ML pipelines, models, infrastructure, and standard operating procedures
- Define infrastructure as code and support CI/CD pipelines for data and ML systems
- Ensure data privacy, security, and access control best practices
- Identify and implement improvements in efficiency, scalability, resilience, and performance
- Contribute to evolving data, ML, and AI platform architecture, tools, and best practices
Benefits
- Comprehensive health, life, and disability insurance
- Generous leave policies
- 401k plans with up to 6% company match
- $2000 Paid-Paid Vacation bonus
- EAP through Headspace