ADAS Tooling Development Software Fellowship (Unable to consider OPT / CPT candidates)

Volkswagen of AmericaSan Jose, California, US

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Role Summary

As an ADAS Tooling Development Software Fellow, you will join an interdisciplinary team focused on advancing autonomous driving technologies through AI-powered tooling. Over the course of the fellowship, you’ll contribute to the development, evaluation, and deployment of machine learning models that analyze real-world driving scenarios from video data. Your work will involve hands-on data processing, model training, performance analysis, and integration into production pipelines, with opportunities to validate your models through in-vehicle testing. This role is ideal for students eager to apply their research skills in a fast-paced, collaborative environment tackling real-world challenges in autonomy.

Role Responsibilities :

Collection and processing of data (20%)

Participate in-vehicle test drives to collect data
Process the corresponding data

Designing, implementing, testing, deploying and monitoring AI models (70%)

Design artificial intelligence models to perform the desired tasks

Implement the models in python using Deep learning packages.

Test the model performance to make it complacence with the desired KPIs.

Deploy the model using containerization and orchestrations tools.

Monitor the model’s performance to make sure it maintains the desired performance

Reporting of results (10%)

Create reports illustrating the model’s performance.

Extract key insight of the model performance and the underlying data structure

Communicate advanced ideas with the team.

Qualifications

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Software Development • San Jose, California, US