Machine Learning Ops Engineer

IBM
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Job Description

Your Role and Responsibilities

As an MLOps Engineer at IBM, you will work to solve business problems using leading edge and open-source tools such as Python, R, and NLP, combined with IBM tools and our AI application suites. You will prepare, analyze, and understand data to deliver insight, predict emerging trends, and provide recommendations to stakeholders. In your role, you may be responsible for:

  • Implementing and validating predictive and prescriptive models and creating and maintaining statistical models with a focus on big data & incorporating machine learning. techniques in your projects
  • Writing programs to cleanse and integrate data in an efficient and reusable manner
  • Working in an Agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviors
  • Communicating with internal and external clients to understand and define business needs and appropriate modelling techniques to provide analytical solutions.
  • Evaluating modelling results and communicating the results to technical and non-technical audiences.

Required Technical and Professional Expertise

  • Experience with Python and NLP
  • Knowledge on known ML frameworks/libraries
  • Experience in validating, productionalizing and operating ML solutions, not “only” proof-of-concepts and algorithm development/model training.
  • Hands-on experience from industry projects and actual validation of models for the operation, scalable deployment and operation and monitoring of machine learning applications for end users.
  • Understanding of Cloud, Docker, Kubernetes & CI/CD

Preferred Technical and Professional Expertise

  • Architecture/infra perspective
  • Knowledge with Azure ML

Company Info.

IBM

IBM is a leading cloud platform and cognitive solutions company. Restlessly reinventing since 1911, we are the largest technology and consulting employer in the world, with more than 290,000 employees serving clients in 177 countries. IBM Research provides unparalleled insight into business, industry and society by leveraging advanced computing architectures and methodologies to solve some of the world’s most pressing challenges.

  • Industry
    Information Technology,Computer software,Computer hardware
  • No. of Employees
    292,500
  • Location
    New Orchard Road, Armonk, New York, NY 10504, USA
  • Website
  • Jobs Posted

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