Senior Full Stack Engineer, Data Mining
$149k - $198.5kFull-time
Motional
Mission Summary: At Motional, we're transforming how autonomous vehicles discover critical intelligence hidden within petabytes of multimodal sensor data. Our next-generation autonomous driving stack depends on finding the rare edge cases, long-tail scenarios, and model errors that matter most. Omnitag, our ML-powered multimodal data mining framework, along with our Root Cause Analysis (RCA) and triage products, form the core platform that powers this discovery and enables external customers to diagnose and resolve complex driving scenarios. As a Senior Full Stack Engineer on the Data Mining team, you will serve as the technical anchor for our user-facing products, architecting the UI excellence and control plane services that power exploration across petabytes of data. You will build and scale high-performance APIs and intuitive interfaces that deliver visualization, telemetry, and data mining directly to enterprise users. Partnering closely with UX designers, ML engineers, and core platform teams, you will champion front-end best practices, establish bulletproof testing patterns, and ensure every production release delivers a flawless user experience. What You'll Do:
- Drive Front-End & UI Excellence: Serve as the technical anchor for customer-facing applications, setting standards for state management, component modularity, and performance using React, Next.js, and TypeScript.
- Bridge UX & Production: Partner closely with UX/UI designers to translate complex workflows and design systems into responsive, performant web interfaces, interactive data visualizations, and telemetry tools.
- Architect Control Plane APIs: Build and scale low-latency REST and gRPC microservices in Python and Node.js/TypeScript to efficiently manage and retrieve massive multimodal query payloads.
- Guarantee Reliability & CI/CD: Establish robust testing strategies (unit, integration, and E2E automation) and CI/CD pipelines to ensure flawless releases and prevent UI/UX regressions across client deployments.
- Cross-Functional Integration: Collaborate with ML researchers, data mining engineers, and platform teams to translate cutting-edge data curation and triage needs into intuitive product features.
- Mentorship & Communication: Mentor engineers on full-stack best practices while clearly articulating architectural strategies to both technical peers and stakeholders.
- BS/MS in Computer Science or a related field, with 6+ years of professional full-stack software engineering experience building and scaling production web applications.
- Proven track record in modern front-end frameworks (React, Next.js, TypeScript) paired with strong backend development in Python and Node.js to design and operate high-performance REST and gRPC services.
- Practical experience designing high-performance APIs and managing cloud infrastructure using AWS (EKS, Lambda) and AWS CDK (TypeScript) or Terraform.
- Demonstrated experience establishing automated testing pipelines (e.g., Cypress, Playwright) and maturing CI/CD practices to safeguard user experience across deployments.
- Track record of collaborating with UX designers, ML engineers, and data teams to transform complex technical domain needs into intuitive tools.
- Prior experience in autonomous vehicles (AV), robotics, or real-time spatial/sensor data applications.
- Product design sensibilities or direct UI/UX experience.
- Familiarity with 3D visualization, Canvas/WebGL, or 3D math/linear algebra fundamentals for handling sensor data viewers.
- Background in internal developer tooling, log ingestion, telemetry viewers, or data annotation systems.
Vacancy posted 1 day ago
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