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IT solutions specialized in Apps Lifecycle management. (MG1) logo
MLOps Lead Engineer
IT solutions specialized in Apps Lifecycle management. (MG1)
MLOps Lead Engineer
IT solutions specialized in Apps Lifecycle management. (MG1)'s logo

MLOps Lead Engineer

at IT solutions specialized in Apps Lifecycle management. (MG1)

Agency job
5 - 6 yrs
₹10L - ₹12L / yr
Bengaluru (Bangalore)
Skills
Mlops
skill iconKubernetes
skill iconDocker
Ansible
PySpark
skill iconJenkins
skill iconPython
MLOps Workflow Automation
  • Automate and maintain ML and Data pipelines at scale
  • Collaborate with Data Scientists and Data Engineers on feature development teams to containerize and build out deployment pipelines for new modules
  • Maintain and expand our on-prem deployments with spark clusters
  • Design, build and optimize applications containerization and orchestration with Docker and Kubernetes and AWS or Azure
Skills:
  • 5 years of IT experience in data-driven or AI technology products
  • Understanding of ML Model Deployment and Lifecycle
  • Extensive experience in Apache airflow for MLOps workflow automation
  • Experience is building and automating data pipelines
  • Experience in working on Spark Cluster architecture
  • Extensive experience with Unix/Linux environments
  • Experience with standard concepts and technologies used in CI/CD build, deployment pipelines using Jenkins
  • Strong experience in Python and PySpark and building required automation (using standard technologies such as Docker, Jenkins, and Ansible).
  • Experience with Kubernetes or Docker Swarm
  • Working technical knowledge of current systems software, protocols, and standards, including firewalls, Active Directory, etc.
  • Basic knowledge of Multi-tier architectures: load balancers, caching, web servers, application servers, and databases.
  • Experience with various virtualization technologies and multi-tenant, private and hybrid cloud environments.
  • Hands-on software and hardware troubleshooting experience.
  • Experience documenting and maintaining configuration and process information.
  • Basic Knowledge of machine learning frameworks: Tensorflow, Caffe/Caffe2, Pytorch
Read more
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Subodh Popalwar's profile image

Subodh Popalwar

Software Engineer, Memorres
For 2 years, I had trouble finding a company with good work culture and a role that will help me grow in my career. Soon after I started using Cutshort, I had access to information about the work culture, compensation and what each company was clearly offering.
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Subodh Popalwar's profile image

Subodh Popalwar

Software Engineer, Memorres
For 2 years, I had trouble finding a company with good work culture and a role that will help me grow in my career. Soon after I started using Cutshort, I had access to information about the work culture, compensation and what each company was clearly offering.
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