Senior Autonomy Development Engineer - Sotif

Caterpillar Caterpillar · Industrial · Pittsburgh, PA +3

Senior SOTIF Engineer for AI-enabled and autonomous systems, focusing on safety, risk mitigation, and evidence generation across the product lifecycle. Requires expertise in complex systems, autonomy, AI/ML, and safety standards.

What you'd actually do

  1. Lead the definition and execution of SOTIF activities for AI-enabled, autonomous, and safety-related control systems across development and operation phases.
  2. Develop and maintain the SOTIF lifecycle aligned with ISO 6135 (EMM equivalent of ISO 21448) and integrated with functional safety, systems engineering, and AI safety activities.
  3. Identify hazards, functional insufficiencies, triggering conditions, and reasonably foreseeable misuse at vehicle, system, and element levels.
  4. Define Operational Design Domains (ODDs), behaviors, scenarios, and boundary conditions, including insufficiencies, limitations, and degradations.
  5. Drive scenario-based safety analysis, including known and unknown scenario discovery, coverage assessment, and risk-based prioritization.

Skills

Required

  • C++
  • object-oriented design
  • software architecture
  • real-time systems
  • embedded programming
  • Git
  • Agile methodologies
  • software engineering principles
  • debugging
  • testing
  • deploying software

Nice to have

  • Robotics principles
  • data acquisition plan for sensors
  • project execution
  • development strategies optimization
  • ISO21448
  • ISO26262
  • ISO19014
  • PAS8800
  • dataset limitations
  • generalization issues
  • out-of-distribution behavior
  • monitoring strategies
  • simulation
  • statistical testing
  • shadow mode
  • field data analysis
  • safety analysis methods
  • evidence-based assurance

What the JD emphasized

  • Safety of the Intended Functionality (SOTIF)
  • AI/ML systems
  • verification and validation strategies

Other signals

  • AI-enabled systems
  • autonomous systems
  • SOTIF
  • ISO 6135
  • safety standards