13 Aug
|
Aerospace
|
Bengaluru
13 Aug
Aerospace
Bengaluru
As the Principal AI/ML Verification and Validation Engineer, you will lead the strategy, architecture, and implementation of verification frameworks for AI-enabled avionics systems. You will define methods for assuring AI/ML components in safety-critical environments, support certification activities aligned with DO-178C and DO-330 expectations, and drive automation across the V&V; lifecycle.
This role bridges traditional safety-critical engineering and contemporary AI/ML practices by improving traceability, test automation, robustness evaluation, and evidence generation. You will partner with software, systems, safety, and certification teams to build scalable assurance workflows that improve verification efficiency, strengthen compliance readiness, and support timely program delivery.
- Define AI/ML V&V; strategy: Lead verification and validation approaches for AI-enabled airborne software, including planning, traceability, test coverage, robustness evaluation, and evidence generation aligned with certification objectives.
- Architect automation frameworks:
Design and deploy scalable V&V; workflows and CI/CD pipelines that support model validation, software integration, simulation, hardware-in-the-loop testing, and regression execution.
- Advance AI-augmented assurance: Develop or guide tools that improve requirement-to-test traceability, support test generation, identify anomalous results, and prioritize verification effort using data-driven methods where appropriate.
- Lead tool qualification activities: Support qualification planning and evidence development for verification tools under DO-330 and help establish confidence in automated workflows used in regulated environments.
- Drive robustness and explainability methods: Establish approaches for adversarial testing, corner-case analysis, formal methods, uncertainty evaluation, and model interpretability where traditional structural coverage methods may be insufficient for AI/ML behavior.
- Collaborate across engineer
📌 Principal AI Engr (Bengaluru)
🏢 Aerospace
📍 Bengaluru