Title: Python Developer
Job Description
Role Purpose
The purpose of this role is to design, test and maintain software programs for operating systems or applications which needs to be deployed at a client end and ensure its meet 100% quality assurance parameters
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Key Responsibilities
• Model Deployment & Testing: Deploy AI/ML models to development and production environments, ensuring functionality and performance.
• Model Optimization: Evaluate and size models appropriately to optimize performance and resource utilization.
• Custom Framework Development: Build custom frameworks for models that are not supported by existing deployment frameworks.
• Error Debugging & Monitoring: Identify and troubleshoot 4xx/5xx errors using Splunk and database logs.
• Performance Monitoring: Utilize Grafana to monitor GPU usage, serving metrics, and request processing performance.
• Customer Support: Collaborate 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 & Infrastructure: Create and manage Persistent Volume Claims (PVCs) for efficient storage management.
• Microservices Architecture: Work within a microservices-based environment, ensuring seamless integration and scalability.
• Automation & Framework Development: Automate processes and develop new frameworks to improve deployment efficiency.
• Performance Testing: Conduct performance testing to ensure models meet latency and throughput requirements.
• Team Leadership & Individual Contribution: Capable of leading a team while also working independently on critical tasks.
Mandatory Skills |
Python, APIs, AI/ML, CI/CD and Kubernetes |
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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 |
Experience: 5-8 Years .
Reinvent your world. We are building a modern Wipro. We are an end-to-end digital transformation partner with the boldest ambitions. To realize them, we need people inspired by reinvention. Of yourself, your career, and your skills. We want to see the constant evolution of our business and our industry. It has always been in our DNA - as the world around us changes, so do we. Join a business powered by purpose and a place that empowers you to design your own reinvention. Come to Wipro. Realize your ambitions. Applications from people with disabilities are explicitly welcome.