EY Senior Machine Learning Architect in Palo Alto, California

Senior Machine Learning Architect

Core Business Services

Requisition # PAL0008E

Post Date Mar 13, 2019

AI Labs in Palo Alto, CA, under the leadership of the Global EY AI Leader, Nigel Duffy, is in the process of revolutionizing EY and the auditing industry with the use of innovative approaches from the field of Artificial Intelligence. Here at AI Labs, we are on a mission to build truly scalable applications that leverage state of the art machine learning technologies targeted at solving complex real-world problems for our clients.

The AI Labs engineering team is looking for a hands-on Senior Machine Learning Architect with strong knowledge and experience architecting and developing AI and machine learning solutions. The candidate will work with the AI labs engineering team to architect and develop large-scale machine learning applications, ETL pipelines and machine learning model and data management solutions. The candidate is expected to have development knowledge of machine learning, especially deep learning technologies. Machine Learning architects at AI Labs translate research papers and other prototypes developed by the AI Labs Research team into production grade solutions.

Roles and Responsibilities

  • Lead the end-to-end architecture and development of machine learning solutions for an enterprise Document Intelligence platform.

  • Implement machine learning algorithms into services and pipelines to be consumed at web-scale.

  • Engineer large scale development systems using full-stack web-based, distributed shallow and deep-learning technologies and big data technologies.

  • Architect and develop a highly scalable, distributed, multi-tenant set of micro-services backend solution.

  • Implement test cases to automate testing of frontend and backend code.

  • Be a part of a highly productive and creative engineering team, working together to execute on our mission of being the best in the world at Document Intelligence. Skills Required

  • Ability to think critically, question assumptions and devise solutions to challenging technical problems.

  • Self-motivated, persevering and capable of working with minimal supervision.

  • Solid teamwork and communication skills.

  • Experience working using Agile-based principles and tools.

  • Hands-on experience with one or more of the following technologies

  • Back end web-services: Python, Java, Spring Boot, Flask, Django, Kubernetes, Docker

  • Machine Learning: TensorFlow, Keras

  • ML Technologies: NLP, Computer Vision, Model Management

  • Big Data technologies: Kafka, Apache Spark, Hadoop

  • Solid Experience architecting and developing AI and machine learning applications

  • Experience with full stack applications with Microsoft Azure platform is a big plus. Education Requirements

  • BS or MS in Computer Science or related field. AI Labs Solutions Showcase

  • AI and EY - https://www.ey.com/en_gl/ai

  • Optical Character Recognition using AI at https://lnkd.in/eWhAw93

  • EY Document Intelligence using NLP EY, an equal employment opportunity employer (Females/Minorities/Protected Veterans/Disabled), values the diversity of our workforce and the knowledge of our people.