ML Ops Engineer

Infobeans

5 - 10 years

20 - 30 Lacs

Chennai

Posted:1 day ago| Platform:

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Skills Required

Cicd Methodology ML Operations Algorithms ML Workflow Machine Learning Automation

Work Mode

Work from Office

Job Type

Full Time

Job Description

Role & responsibilities

University Degree in Computer Science, Information Technology, or related field
5+ years of experience in the Machine Learning Operations role
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
Strong analytic skills related to working with structured, semi structured and unstructured datasets
Advanced Machine learning techniques: Decision Trees, Random Forest, Boosting Algorithm, Neural Networks, Deep Learning, Support Vector Machines, Clustering, Bayesian Networks, Reinforcement Learning, Feature Reduction

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