JD:
- Exposure to machine learning models leveraging scikit-learn and associated libraries
• Strong skills around Flask/Rapid API
• Ability to write Helm charts to manage complex deployments supporting deployment models like rolling update, canary etc ; Experience with managing parent-child subcharts to optimize deployments
• Exposure to various python frameworks and ability to assess python model performance bottleneck and optimization techniques
• Secondary Skills: Understanding of NGINX Load Balancers, Istio Service Mesh, API Gateway is a plus
• Secondary Skills: Pyspark exposure to handle complex data pipelines is a plus