Model Validation Jobs

…work across all parts of validation (systems traceability, data ingestion and KPI visualization, coverage analysis, ML-based failure finding).

Conduct physical sensor performance validation for Self-Driving System (SDS) stacks, comparing physical hardware data against simulated models.

…safety requirements across the V model

validation Data Management: Familiarity with large-scale dataset management, data validation frameworks, or unified data solutions

Model experimentation: Try new models and investigate their capabilities, limitations, and fit for different tasks.

…(e.g., latent and video diffusion models, diffusion transformers) A solid foundation in generative modeling and deep learning

…on it to train and validate

…and tooling that connect requirements, modeling, validation, and test data into a unified engineering platform.

Model Registry & Artifact Management Registry: Build and operate a first-class model registry —

Verify and validate autonomy functions from test-case design through fault injection in SIL/HIL and in-vehicle environments.

…and supporting ETL/ELT pipelines, transformations, validations, semantic models, and production reporting.

…system bring-up, low-level debug, and validation workflows.

Build conformance tests, model-validation suites, numerical comparisons, integration tests, and performance benchmarks that catch regressions in owned

, and model execution.

Model experimentation: Try new models and investigate their capabilities, limitations, and fit for different tasks.