Silicon Valley company is seeking a Full Time Contractor AI Ops Engineer to join our growing and highly visible advanced development team in Framingham, MA. We are not only working on a new generation of IT products that are specifically designed for AI use cases for different vertical markets and industries but also we are using AI to enhance IT operations functions with proactive, personal and dynamic insight. You will work with a team of experts in researching and developing innovative solutions that utilize existing and emerging technologies to add substantial value to company and public cloud customers.
•Define AI use cases for AI-Driven-IT products, provide data science guideline to the team
•Research and develop full-stack IT systems specifically designed AI use cases for different vertical markets and industries, such as IoT, Health Care, Manufacture, Finance, Communication, Consumer, Retail etc.
•Design and develop embedded and ease-of-use AI machine/deep learning development tool set, such as AI developer studios, for customer data scientists, to produce turn-key AI-Driven IT products and solutions
•Responsible for Huawei AI-Driven IT System architecture design which focuses on intelligence, automation, scalability, data mobility, serviceability, and ease-of-use.
•Apply machine learning and deep learning algorithms for IT systems, evaluate algorithms’ effectiveness and performance, and optimize algorithms for real-time performance
•Develop data mining technologies by using state-of-the-art methods
•Involve in full stack product development for IT AI projects/products including hardware integration, big data and AI software, AI tool set, as well as visualization technologies by using state-of-art technologies including development/deployment in cloud, containers, microservice, Hadoop, NoSQL, large scale messaging systems, machine learning services, and visualization of big data
•Is encouraged to research and prototype advanced and/or emerging technologies to solve real customer issues and propose innovative ideas and projects
•Work in a fast-pace team environment by following Agile software development process
Requirements for position:
• Ms Computer Science, Mathematics or other technical major
• Familiar with building machine learning, deep learning solutions.
•Familiar with common public cloud AI platforms and tool sets
• Experience with deep learning frameworks (such as TensorFlow, Keras, Torch, Caffe, Theano, H20, etc.)
•Excellent understanding of machine learning and deep learning techniques, algorithms and best practice principles
•Experience writing software in one or more ML languages such as Python, Scala, R and/or similar
•Plus if experienced in development of AI-driven solution for IT platform or systems
•Familiar with analytics tools and environment for Big Data: such as Hadoop, Spark, Pig, Hive, MapReduce, Flume, SQL
•Experience in performance tuning for machine learning services
•Good applied statistics skills, such as distributions, statistical testing, regression, etc.
•Plus if experienced in data visualization tools, such as D3.js, GGplot, Spotfire etc.
•Result driven and Data-oriented