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About Aptiv

Requirements:

• Information Technology degree or similar


• 7+ years relevant work experience in a Machine Learning Solution Architecture role, specializing in Application Architecture, but with exposure to Hosting and Infrastructure


• 3 years Experience MLOps in any cloud environment


• Hands-on coding or scripting expertise in production deployment and orchestration of deep learning models


• Building of artificial intelligence pipeline for one or more of sensor fusion, object detection & tracking, localization & mapping, etc


• Optimizing compute, memory, storage and network, etc., in an enterprise-scale machine learning solution


• Strong experience in end-to-end software development lifecycle


• Deep knowledge in designing large scale, highly-available and web-scale deployments


• Knowledgeable of CI / CD chain deployments on cloud infrastructure


• Awareness of Network design principles, architecture and technologies


• An understanding of application hosting, integration and resilience principles


• Motivated, Adaptable and Positive personality with willingness to develop leadership skills in a team oriented results driven environment


• Familiarity with Agile or Lean IT processes

Benefits:

Your role:

• Lead the design of an Enterprise Grade Machine Learning Platform for over 1000 engineers building Autonomous Driving solutions for the biggest car manufacturers in the world


• Own the strategy direction and technical evolution of the AI solution to support a wide variety of machine learning based solutions in the domain of autonomous driving and compute vision


• Lead the ML Platform Steering group and champion the inner sourcing development model for the platform


• Evangelize the ML Platform to 1000 engineers and be comfortable chairing discussions from senior engineers to Vice President of Engineering


• Lead discussions with multiple vendors including the major cloud providers


• Design to delivery of complex and highly resilient machine learning solutions utilizing AWS Infrastructure and Services


• Design and implement application and workload migrations from private data centre’s to AWS


• Design of scalable and highly resilient application architectures for globally location user base


• Liaise directly with AWS Technical Account Managers to oversee rollout of AWS Services to 8000 engineers globally in alignment with Aptiv cloud strategy


• Recommend best practice architectures to junior architects


• Define AWS Cost Control Governance Models


• Drive successful delivery across multiple stakeholders including BA’s, Quality, Operations and External Suppliers


• Develop and Implement data center to cloud migration strategy


• Manage on-going relationships and communications with IT Service Suppliers

Join us:

• Help us advance mobility, save lives and improve our planet


• See effects of your work in showrooms of almost every car seller


• Learn new technologies thanks to the collaboration with our customers’ technical centers

APLIKUJ