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MLOps Lead Engineer
IT solutions specialized in Apps Lifecycle management. (MG1)
MLOps Lead Engineer
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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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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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Shubham Vishwakarma's profile image

Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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