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Python Developer with Kubernetes

5 - 8 years

5 - 8 Lacs

Posted:3 days ago| Platform: Naukri logo

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Job Type

Full Time

Job Description


  
Mandatory Skills:
  • Python, APIs, AI/ML, CI/CD and Kubernetes
  • Model Deployment & TestingDeploy AI/ML models to development and production environments, ensuring functionality and performance.
  • Model OptimizationEvaluate and size models appropriately to optimize performance and resource utilization.
  • Custom Framework DevelopmentBuild custom frameworks for models that are not supported by existing deployment frameworks.
  • Error Debugging & MonitoringIdentify and troubleshoot 4xx/5xx errors using Splunk and database logs.
  • Performance MonitoringUtilize Grafana to monitor GPU usage, serving metrics, and request processing performance.
  • Customer SupportCollaborate with customers to resolve serving and latency issues.
  • CI/CD & Kubernetes:
    o Develop and manage CI/CD pipelines for automated deployments.o Deploy models in Kubernetes environments.
  • Storage & InfrastructureCreate and manage Persistent Volume Claims (PVCs) for efficient storage management.
  • Microservices ArchitectureWork within a microservices-based environment, ensuring seamless integration and scalability.
  • Automation & Framework DevelopmentAutomate processes and develop new frameworks to improve deployment efficiency.
  • Performance TestingConduct performance testing to ensure models meet latency and throughput requirements.
  • Team Leadership & Individual ContributionCapable of leading a team while also working independently on critical tasks
      
    Deliver
    No.
    Performance Parameter
    Measure 1. Continuous Integration, Deployment & Monitoring of Software 100% error free on boarding & implementation, throughput %, Adherence to the schedule/ release plan 2. Quality & CSAT On-Time Delivery, Manage software, Troubleshoot queries,Customer experience, completion of assigned certifications for skill upgradation 3. MIS & Reporting 100% on time MIS & report generation
    Mandatory Skills:
  • Python for Data Science.
    Experience5-8 Years.
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    Wipro
    Wipro

    Information Technology & Services

    Bengaluru

    250,000+ Employees

    12238 Jobs

      Key People

    • Thierry Delaporte

      CEO & Managing Director
    • Jatin Dalal

      Chief Financial Officer

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