Principal mlops engineer with airamatrix(software product company)

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

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