Senior MLops Engineer with Airamatrix(Software Product Company) - Thane, India - AIRA Matrix Private Limited

    AIRA Matrix Private Limited
    AIRA Matrix Private Limited Thane, India

    1 week ago

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    Description

    Responsibilities:

     Design the data pipelines and engineering infrastructure to support our clients'

    enterprise machine learning systems at scale

     Take offline models data scientists build and turn them into a real machine

    learning production system

     Develop and deploy scalable tools and services for our clients to handle machine

    learning training and inference

     Identify and evaluate new technologies to improve performance, maintainability,

    and reliability of our clients' machine learning systems

     Apply software engineering rigor and best practices to machine learning,

    including CI/CD, automation, etc.

     Support model development, with an emphasis on auditability, versioning, and

    data security

     Facilitate the development and deployment of proof-of-concept machine learning

    systems

     Communicate with clients to build requirements and track progress

    Qualifications:

     Experience building end-to-end systems as a Platform Engineer, ML DevOps

    Engineer, or Data Engineer (or equivalent)

     Strong software engineering skills in complex, multi-language systems

     Fluency in Python

     Comfort with Linux administration

     Experience working with cloud computing and database systems

     Experience building custom integrations between cloud-based systems using APIs

     Experience developing and maintaining ML systems built with open source tools

     Experience developing with containers and Kubernetes in cloud computing environments

     Familiarity with one or more data-oriented workflow orchestration frameworks (KubeFlow, Airflow, Argo, etc.)

     Ability to translate business needs to technical requirements

     Strong understanding of software testing, benchmarking, and continuous integration

     Exposure to machine learning methodology and best practices

     Exposure to deep learning approaches and modeling frameworks (PyTorch,

    Tensorflow, Keras, etc.)

    Total Experience: 6+ years

    Education Qualification: BE/B.Tech/MCA/M.Sc/M.Tech

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    Regards,

    Surya Prajapati

    Talent Acquisition Expert

    Email

    Website :

    Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India