Senior Full Stack Engineer, Data Mining
Core
Architect UI excellence and control plane services for a multimodal data mining platform that enables enterprise users to discover rare edge cases and model errors in autonomous vehicle sensor data.
Role type
Senior Full Stack Engineer (Data Mining Platform)
Builds
User-facing data exploration tools, telemetry visualizations, and high-performance APIs for querying petabytes of multimodal sensor data.
Domain
Autonomous driving / Multimodal sensor data processing
Deliverable
production ML models | product features
Required skills
React, Next.js, TypeScript, Python, Node.js, REST API design, gRPC, AWS (EKS, Lambda), AWS CDK, Terraform, CI/CD automation, E2E testing (Cypress, Playwright), state management, component modularity
Preferred skills
Autonomous vehicle (AV) domain knowledge, 3D visualization (Canvas/WebGL), linear algebra, internal developer tooling, log ingestion systems
Technologies
React, Next.js, TypeScript, Python, Node.js, gRPC, AWS, Terraform, Cypress, Playwright
Responsibilities
Architect and build high-performance APIs and intuitive interfaces for data visualization and telemetry; Partner with UX designers to translate complex workflows into responsive web applications; Establish robust testing strategies and CI/CD pipelines; Mentor engineers on full-stack best practices and architectural strategies.
Seniority
Senior, hands-on IC with mentorship responsibilities