Senior Machine Learning Engineer

3 weeks ago


Bangalore, Karnataka, India Tekfortune IT India Pvt Ltd Full time

Title: Senior Machine Learning Engineer

Experience: 10+ years

Location: Bangalore

Notice period: Immediate to 30 Days Max

Minimum years of experience with software development and testing in Python including object-oriented software engineering and building custom Python packages/librariesExperience using containers, designing, setting-up and managing git repos, CI/CD, and synchronized ml artifact versioning4 years of experience with NLP and/or machine learningExcellent English communication skills and experience working on teamsPreferred qualifications:

  • 2 years of experience working with data engineering and data governance teams
  • 2 years managing teams doing data work (data science, data engineering, ml engineering, ml ops, etc.)
  • Experience architecting and setting-up cloud-native infrastructure for machine learning and NLP
As a senior ML engineer, you will:
  • Work with cross-functional teams across Voya to help guide the design and implementation of necessary ML Ops infrastructure in Azure Cloud and Databricks
  • Collaborate with and mentor software and data engineers on the team
  • Establish and improve existing protocols and processes to ensure quality and rapid, iterative deployment of software, models and data as a service
  • Refactor and package Python software as a service for popular, broadly used NLP and ML solutions
  • Help data scientists version, test, document and deploy models as a service
  • Develop a process for delivering NLP feature stores/data as a service for downstream data-driven applications
  • Implement and orchestrate version control across all pipeline artifacts
  • Design and use containers to manage Python package dependencies and maintain environmental stability

(ref:hirist.tech)

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