E
EXL

Associate - Business Analyst-Data Engineering-Cloud Data Engineering

On-siteposted 9mo ago

Skills required

About this role

  • Strong hands-on programming skills in Python with multiple design patterns.
  • Strong hands-on expertise in Kubernetes and Docker, having ability to build and optimize container images.
  • Experience with Azure/GCP cloud platform, machine learning services and best practices.
  • Strong problem-solving abilities with a capacity to quickly dive deep into issues and propose effective solutions.

Ability to manage multiple concurrent tasks and prioritize

Responsibilities

  • Experience in collaborating with data scientist to solve ML model execution related challenges, and able to suggest different solution architecture for overcoming the challenges.
  • Experience with machine learning tools among phases in MLOps life cycle such as feature store (FEAST), model registry, problem optimizer (GUROBI) or real-time model serving.
  • Preferred Certifications:
    • CKA – Certified Kubernetes Administrator
    • CKAD – Certified Kubernetes Application Developer
  • Good Understanding of machine learning platforms such as Kubeflow and VertexAI, and frameworks such as XGBoost, PyTorch and TensorFlow.
  • hands-on expertise in SQL.

Qualifications

  • Experience in collaborating with data scientist to solve ML model execution related challenges, and able to suggest different solution architecture for overcoming the challenges.
  • Experience with machine learning tools among phases in MLOps life cycle such as feature store (FEAST), model registry, problem optimizer (GUROBI) or real-time model serving.
  • Preferred Certifications:
    • CKA – Certified Kubernetes Administrator
    • CKAD – Certified Kubernetes Application Developer
  • Good Understanding of machine learning platforms such as Kubeflow and VertexAI, and frameworks such as XGBoost, PyTorch and TensorFlow.
  • hands-on expertise in SQL.
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