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Software Engineer III- Python & MLOps

Software Engineer III- Python & MLOps

Confiz LimitedMonterrey, Nuevo León, Mexico
Hace 10 días
Descripción del trabajo

Overview

We are seeking a python focused engineer with strong experience in MLOps and DevOps.

Responsibilities

  • Build tools for automation around ML workflows orchestration and model deployments using CI / CD workflows
  • Automate infrastructure deployments and tool configurations using Terraform or similar IaC tools
  • Write clean, maintainable code in Python, Go and other object-oriented programming languages (e.g., Java).
  • Troubleshoot and resolve issues related to ML workflow deployments
  • Generate and maintain operational reporting pipeline through tools like big query, looker and tableau.
  • Collaborate with data scientist to improve developer workflows and ensure seamless integration with tools.

Required Skills and Qualifications

  • Hands-on experience with Vertex AI, or other similar platforms like Amazon SageMager,
  • Understanding of different model and its model deployment, monitoring, and scaling in production environment
  • Proficiency in Python
  • Basic knowledge on reporting tools like Tableau, looker, big query (SQL)
  • Experience with Ecommerce, understand general digital ecommerce concepts
  • Experience with Kubernetes or other containerized orchestration platforms
  • Basic knowledge of cloud technologies (e.g., AWS, GCP)
  • Familiarity with security best practices in cloud and containerized environments.
  • Ability to write unit tests, integration tests, and provide clean, reusable code.
  • Passion for utilizing GenAI to reduce manual process
  • Bachelor's degree in computer science, Engineering, or a related field.
  • 5+ years of experience in MLOps, DevOps, or a related role.
  • Strong problem-solving skills and attention to detail.
  • Ability to work in a fast-paced, dynamic environment.

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