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Azure AI/ML Engineer

2 months ago


atlanta, United States Tata Consultancy Services Full time

Job Description

  • Azure AI Services,
  • Python (R), Programming Language
  • Deep learning, NLP, REST API,
  • Generative AI ( Azure OpenAI, Lang chain, Embedding Models)
  • Experience with Azure
  • Data structure and algorithm
  • RDBMS and NoSQL databases, good skill with SQL
  • Function: Retail Domain.


Roles & Responsibilities:

  • Collaborate with Data Scientists to test and scale new algorithms through pilots and later industrialize the solutions at scale to the comprehensive fashion network of Customer
  • Influence, build and maintain the large-scale data infrastructure required for the AI projects, and integrate with external IT infrastructure/service to provide an e2e solution ​
  • Leverage an understanding of software architecture and software design patterns to write scalable, maintainable, well-designed and future-proof code ​
  • Design, develop and maintain the framework for analytical pipeline ​
  • Develop common components to address pain points in machine learning project, like model lifecycle management, feature store and data quality evaluation​
  • Provide input and help implement framework and tools to improve data quality​
  • Work in cross-functional agile teams of highly skilled software/machine learning engineers, data scientists, designers, product managers and others to build the AI ecosystem within Customer’s org
  • Deliver on time, demonstrating strong commitment to deliver on the team mission and agreed backlog.


Skills and Abilities:

  • Ability to transform proof of concept machine learning models into scalable solutions​
  • Ability to apply software development best practice into machine learning project, including unit test, DevOps integration, release management, test driven development, etc.
  • Ability to automate development process of machine learning project by leverage state of art tools and technology like container, continuous integration and delivery, orchestration tools etc.
  • Familiar with at least one of major cloud solutions, preferably Azure. Able to recommend and select right services available in cloud to address technical problem
  • Good understanding and experience with software design principle and design pattern​
  • Good understanding of Agile and scrum methodology, keep team focus on deliver business value​