Senior MLops Engineer with Airamatrix(Software Product Company) - Work From Office - 5 Days a Week

4 years

0 Lacs

Posted:4 weeks ago| Platform: Linkedin logo

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Work Mode

On-site

Job Type

Full Time

Job 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: 4+ years

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


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Regards,

Surya Prajapati

Talent Acquisition Expert

Email :surya.prajapati@airamatrix.com

Website : https://www.airamatrix.com

Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604.

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