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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
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Full Stack Developer - Averlon
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Stay connected with us on https://www.linkedin.com/company/blueoptima">LinkedIn or keep an eye on our https://www.blueoptima.com/careers">career page for future opportunities!

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similar SaaS platforms.
Work with developers to institute systems, policies and workflows which allow for rollback of
deployments Triage release of applications to production environment on a daily basis.
➢ Interface with developers and triage SQL queries that need to be executed inproduction
environments.
➢ Maintain 24/7 on-call rotation to respond and support troubleshooting of issues in production.
➢ Assist the developers and on calls for other teams with post mortem, follow up and review of
issues affecting production availability.
➢ Establishing and enforcing systems monitoring tools and standards
➢ Establishing and enforcing Risk Assessment policies and standards
➢ Establishing and enforcing Escalation policies and standards
Read more
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Shubham Vishwakarma

Full Stack Developer - Averlon
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