Sr. Specialist - AI Automation & Testing
Scout Motors5 months ago
Base Salary
$140k - $170k/yr
Responsibilities
- Architect and implement an end-to-end toolchain from code commit through build, ECU flashing, vehicle/HIL testing, data logging, and analysis
- Build ML models for test-case prioritization, failure prediction, intelligent test selection, and release-readiness scoring
- Implement anomaly detection for logs, CAN traces, and system telemetry using methods such as Isolation Forest, LSTM, and statistical analysis
- Develop NLP pipelines for automated log triage and defect classification
- Integrate AI modules into Jenkins, GitLab CI, and GitHub Actions pipelines
- Orchestrate scalable test execution with Docker and Kubernetes
- Implement event-driven build and test triggers, automated triage, and AI-based release quality gates
- Automate ECU flashing, UDS and bootloader workflows, OTA package generation and deployment, and HIL-rig integration
- Build smoke-validation pipelines with real-time analytics and support pre-release factory software integration
- Build and maintain SIL/HIL frameworks and vehicle-level regression systems across benches, dynos, and fleet vehicles
- Create vehicle telemetry and test-data ingestion and analysis pipelines
- Develop CAN-trace and diagnostic-log parsing tools with real-time monitoring and alerting
- Provide dashboards for release health, defect leakage, and test effectiveness
- Develop custom automation frameworks and work with software, systems, validation, manufacturing, and supplier teams
Requirements
- Master’s degree in Computer Science, Electrical/Electronics Engineering, or a related field with 8+ years of experience
- Strong understanding of vehicle E/E architecture, ECU-level software stacks, CAN, LIN, FlexRay, Ethernet, UDS diagnostics, ISO 14229, and diagnostic communication tools
- Expertise with GitHub, GitLab, Jenkins, Artifactory, and ALM/PLM tools such as Codebeamer, Siemens Polarion, IBM DOORS Next Gen, or PTC Windchill
- Advanced Python programming plus SQL and Bash
- Experience with n8n, Pinecone, scikit-learn, TensorFlow or PyTorch, time-series analysis, anomaly detection, and CI/CD systems
- Experience with Docker and Kubernetes
- Strong understanding of vehicle toolchains and fleet-scale data systems for development and analytics
- Familiarity with embedded software, electrical/electronic systems, A2B, LVDS, vehicle network tools, CANalyzer, and CANoe
- Expertise in complex problem solving, data analysis, and communicating results across extended teams
- Knowledge of automotive design and development processes, system requirements, and engineering best practices
- Must be at least 18 years old
Benefits
- Medical, dental, vision, and income protection insurance plans
- 401(k) with employer match and immediate vesting
- 20 days of planned paid time off, as accrued
- 40 hours of unplanned paid time off and 14 company or floating holidays annually
- Up to 16 weeks of paid parental leave
- Paid leave for bereavement, jury duty, voting time, or military leave
- Full-time, exempt position with annual performance bonus eligibility
- Based in Charlotte, NC, with 4–5 days per week in the office and occasional travel
Tech Stack
Categories
About Scout Motors
Scout Motors designs and manufactures electric trucks and rugged SUVs for consumer drivers, reviving the historic Scout off‑road brand. Founded in 2022 and headquartered in Charlotte, North Carolina, the company is building a manufacturing plant in Blythewood, South Carolina. Its lineup targets work and outdoor use, with both an all‑electric powertrain and a Harvester range‑extender option that integrates a gas generator for extended range.