Sr Software Engineer( Python+ Mechine Learning+Fast API)

Job highlights

• Experience with machine learning models using scikit-learn, strong Flask/FastAPI skills, and ability to write Helm charts for complex deployments
• Develop and optimize Python-based ML models, manage deployments with Helm charts, and support rolling update and canary deployment strategies

JD:

• Exposure to machine learning models leveraging scikit-learn and associated libraries
  • Strong skills around Flask/Fast 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