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Autonomous Vehicle Chief Solution Architect, Senior Manager - Managed AI

Company: Deloitte
Location: Costa Mesa
Posted on: June 22, 2022

Job Description:

Position Summary

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-ServiceMLOps as-a-ServiceData Management as-a-ServiceSynthetic Data Generation as-a-ServiceSpecifics:
Design and implement efficient throughput, utilization and scalable environments (both in Cloud and On-Prem) running highly parallelized jobs across multiple clustersDesign 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 optimizationLead the development of customizing an MLOps platform that is specific for AV use casesArchitect 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 labelingLeverage third-party synthetic data generation software to be specific for AVArchitect solutions that resolve painpoints within the AV simulation spaceWork directly with key AV customers to understand their technology and deliver the best solutions

Masters or equivalent experience in Computer Architecture, Computer Science, Electrical Engineering or related field6+ years of proven experience in designing and developing production level software that includes distributed backend systems, AI, and web application developmentMust have the trail-blazing DNA (i.e. passion, skills, bootstrap with learning and research) and strong executive presence and communication skilsFamiliarity with the Autonomous Vehicle Development lifecycleExperience in HPC/AI distributed computing environments leveraging Kubernetes orchestration and SLURM schedulers + optimizationWell-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 prioritiesExtensive experience with Cloud, On-Prem, and HPC technologiesStrong understanding of production-grade data architecturesPossess advanced programming skills to build distributed storage and compute systems, backend services, microservices, and web technologiesKnowledge of software in the loop and hardware in the loop testingKnowledge of TensorFlow, PyTorch, and other Deep Learning frameworksAbility to travel up to 50% on average, based on the work you do and the clients and industries/sectors you serveLimited immigration sponsorship may be available.

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Benefits At Deloitte, we know that great people make a great organization. We value our people and offer employees a broad range of benefits. Learn more about what working at Deloitte can mean for you.
Our people and culture Our diverse, equitable, and inclusive culture empowers our people to be who they are, contribute their unique perspectives, and make a difference individually and collectively. It enables us to leverage different ideas and perspectives, and bring more creativity and innovation to help solve our client most complex challenges. This makes Deloitte one of the most rewarding places to work. Learn more about our inclusive culture.
Professional development From entry-level employees to senior leaders, we believe there's always room to learn. We offer opportunities to build new skills, take on leadership opportunities and connect and grow through mentorship. From on-the-job learning experiences to formal development programs, our professionals have a variety of opportunities to continue to grow throughout their career.As used in this posting, "Deloitte" means Deloitte Consulting LLP, a subsidiary of Deloitte LLP. Please see for a detailed description of the legal structure of Deloitte LLP and its subsidiaries.All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability or protected veteran status, or any other legally protected basis, in accordance with applicable law.Deloitte will consider for employment all qualified applicants, including those with criminal histories, in a manner consistent with the requirements of applicable state and local laws. See notices of various ban-the-box laws where available.Requisition code: 103232Accolades
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Keywords: Deloitte, Costa Mesa , Autonomous Vehicle Chief Solution Architect, Senior Manager - Managed AI, Executive , Costa Mesa, California

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