Principal mlops engineer with airamatrix(software product company)

4 weeks ago

Thane, India AIRA Matrix Private Limited Full time
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 Dev Ops 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 (Kube Flow, 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 (Py Torch, Tensorflow, Keras, etc.) Total Experience: 7+ years Education Qualification: BE/B.
Tech/MCA/M.
Sc/M. Tech -- Regards, Surya Prajapati Talent Acquisition Expert Email : Website : Dosti Pinnacle, 801, Rd No.
22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604.

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