Autonomous Vehicle Chief Solution Architect, Senior Man

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Deloitte
Full Time

Job Description

Autonomous Vehicle Chief Solution Architect, Senior Manager - Managed AI

The Team

The Deloitte Connected and Autonomous Vehicle (CAV) team is catalyzing and shaping the Autonomous Vehicle (AV) market through a suite of turnkey, as-a-service solutions that deliver improved performance and lower total cost of ownership. These solutions will empower Automotive customers to realize their autonomy ambitions as efficiently as possible.

High Level Role

The CAV team is hiring a Chief Solution Architect to lead the development and implementation of the as-a-service solutions. The initial focus will be progressing our AV Development and Testing offerings and then architecting our AV Simulation as a Service offerings. The Chief Solution Architect will be responsible for leading technical development on the following AV Development and Testing offerings:

  • Infrastructure as-a-Service
  • MLOps as-a-Service
  • Data Management as-a-Service
  • Synthetic Data Generation as-a-Service

Specifics:

  • Design and implement efficient throughput, utilization and scalable environments (both in Cloud and On-Prem) running highly parallelized jobs across multiple clusters
  • Design for optimized performance and "push-button" automation for AI Model Training and Inferencing test runs including considerations for network switch & fabric, storage & caching, cluster orchestration, and run-time optimization
  • Lead the development of customizing an MLOps platform that is specific for AV use cases
  • Architect and implement data pipelines that efficient ingest petabytes of fleet car data into a central data lake while ensuring the proper indexing, data quality checks, and coarse labeling
  • Leverage third-party synthetic data generation software to be specific for AV
  • Architect solutions that resolve painpoints within the AV simulation space
  • Work directly with key AV customers to understand their technology and deliver the best solutions


Qualifications:

  • Masters or equivalent experience in Computer Architecture, Computer Science, Electrical Engineering or related field
  • 6+ years of proven experience in designing and developing production level software that includes distributed backend systems, AI, and web application development
  • Must have the trail-blazing DNA (i.e. passion, skills, bootstrap with learning and research) and strong executive presence and communication skils
  • Familiarity with the Autonomous Vehicle Development lifecycle
  • Experience in HPC/AI distributed computing environments leveraging Kubernetes orchestration and SLURM schedulers + optimization
  • Well-versed with orchestration and scheduling of multiple parallel experiments (AI models for training for example) in pooled GPU resources in a Kubernetes cluster for maximizing utilization, throughput, and priorities
  • Extensive experience with Cloud, On-Prem, and HPC technologies
  • Strong understanding of production-grade data architectures
  • Possess advanced programming skills to build distributed storage and compute systems, backend services, microservices, and web technologies
  • Knowledge of software in the loop and hardware in the loop testing
  • Knowledge of TensorFlow, PyTorch, and other Deep Learning frameworks
  • Ability to travel up to 50% on average, based on the work you do and the clients and industries/sectors you serve
  • Limited immigration sponsorship may be available.


AI&DE23


Company Information

Deloitte provides industry-leading audit, consulting, tax and advisory services to many of the world’s most admired brands, including nearly 90% of the Fortune 500® and more than 7,000 private companies. Our people come together for the greater good and work across the industry sectors that drive and shape today’s marketplace—delivering measurable and lasting results that help reinforce public trust in our capital markets, inspire clients to see challenges as opportunities to transform and thrive, and help lead the way toward a stronger economy and a healthier society. Deloitte is proud to be part of the largest global professional services network serving our clients in the markets that are most important to them. Now celebrating 175 years of service, our network of member firms spans more than 150 countries and territories. Learn how Deloitte’s more than 330,000 people worldwide connect for impact on our website.

Dice Id : 10106525
Position Id : 107181
Originally Posted : 2 months ago

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