AMIGO · 4 months ago
Staff Software Engineer (Data)
San Francisco, CA, US
Full-time
Onsite
Senior Level, Lead/Staff
$220K/yr - $260K/yr
7+ years expAmigo is a company that builds AI agents for autonomous healthcare delivery, focusing on clinical workflows and patient engagement. They are seeking a Staff Software Engineer (Data) to lead the technical direction of their data platform, which is crucial for agent improvement and clinical analytics. The role involves architecting data infrastructure, ensuring data quality, and collaborating with various teams to align data capabilities with business needs.
Enterprise SoftwareSoftware
Responsibilities
Own technical architecture for the data platform across Databricks, Delta Lake, and supporting infrastructure
Drive engineering standards for pipeline reliability, data quality, and observability
Architect streaming and CDC pipelines that power real-time analytics and agent feedback loops
Design the data backend architecture for Research Platform, including natural language query capabilities
Architect data mining systems for persona discovery, scenario extraction, and edge case detection
Design anonymization and data sharing infrastructure for research partnerships with academic medical institutions
Own multi-region data architecture and compliance requirements
Make build vs. buy decisions for data tooling and evaluate technical tradeoffs
Mentor engineers and establish patterns that raise the bar for the data team
Collaborate with data scientists, agent engineers, and clinical operations to align data capabilities with business needs
Qualification
Required
7+ years of production data engineering experience, with significant time at high-caliber engineering organizations
Expert-level experience with Databricks, Spark, and Delta Lake at scale
Strong Python and SQL skills with deep understanding of distributed data systems
Proven track record designing data architectures that scale
Deep experience with streaming systems, CDC patterns, and real-time data processing
Strong understanding of data modeling, medallion architecture, and query optimization
History of establishing engineering standards and mentoring engineers
Extremely high standards for data quality, reliability, and operational excellence
Both execution-oriented and defensive-minded: you ship infrastructure while anticipating failure modes
Excellent communication across engineering, data science, and executive stakeholders
Preferred
Experience with healthcare data platforms or HIPAA compliance at scale
Background architecting multi-tenant data systems with strict isolation requirements
Experience building natural language query interfaces or LLM-powered data tools
Track record with ML infrastructure (feature stores, training pipelines, model serving)
Experience with Delta Sharing or cross-organization data collaboration
Knowledge of vector search systems and embedding infrastructure at scale
Benefits
Comprehensive health, dental, and vision insurance
Mental health support and wellness coaching
Flexible wellness stipend for fitness, therapy, or personal growth
Daily catered lunch and dinner
Annual learning budget for courses, books, or conferences
Conference attendance budget for professional development
Development setup of your choice
Academic collaboration opportunities
Company
AMIGO
AMIGO is a platform that provides digital transformation tools for the organization.
11-50 employees
H1B Sponsorship
AMIGO has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (1)
Funding
Current Stage
Early StageRecent News
2025-12-19
2025-05-17
Company data provided by crunchbase