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MLOps Engineer
Financial Services
Financial Services 's logo

MLOps Engineer

at Financial Services

Agency job
2.5 - 10 yrs
₹5L - ₹22L / yr
The Capital, Bandra (East), Mumbai
Skills
skill iconJenkins
skill iconPython
Shell Scripting
MLOps
DevOps
Pipeline management
cicd
Automation
Linux/Unix
skill iconDocker
skill iconGit
MLFlow
skill iconMachine Learning (ML)
Systems Development Life Cycle (SDLC)

Responsibilities


  • Design, develop, and implement MLOps pipelines for the continuous deployment and integration of machine learning models
  • Collaborate with data scientists and engineers to understand model requirements and optimize deployment processes
  • Automate the training, testing and deployment processes for machine learning models
  • Continuously monitor and maintain models in production, ensuring optimal performance, accuracy and reliability
  • Implement best practices for version control, model reproducibility and governance
  • Optimize machine learning pipelines for scalability, efficiency and cost-effectiveness
  • Troubleshoot and resolve issues related to model deployment and performance
  • Ensure compliance with security and data privacy standards in all MLOps activities
  • Keep up to date with the latest MLOps tools, technologies and trends
  • Provide support and guidance to other team members on MLOps practices


Required Skills And Experience


  • 3-10 years of experience in MLOps, DevOps or a related field
  • Bachelors degree in computer science, Data Science or a related field
  • Strong understanding of machine learning principles and model lifecycle management
  • Experience in Jenkins pipeline development
  • Experience in automation scripting


Read more
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Shubham Vishwakarma

Full Stack Developer - Averlon
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Shubham Vishwakarma

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