Jobs

    Senior Machine Learning Engineer - Bangalore, India - Tekfortune IT India Pvt Ltd

    Tekfortune IT India Pvt Ltd
    Tekfortune IT India Pvt Ltd Bangalore, India

    2 hours ago

    Default job background
    permanent Technology / Internet
    Description

    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
    )
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