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6 дней назад

ML Ops Engineer (Retail)

Формат работы
remote (только Mexico)
Тип работы
fulltime
Грейд
middle
Английский
b2
Страна
Mexico
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

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TL;DR

ML Ops Engineer (Python/Go/Kubernetes): Building and optimizing stable, scalable ML pipelines and automation tools for a major US retail company with an accent on CI/CD workflows and model deployment. Focus on automating infrastructure using Terraform and improving developer workflows for high-load search experience services.

Location: Remote within Mexico (Guadalajara mentioned)

Company

hirify.global is a technology services provider hiring for a leading US-based retail company.

What you will do

  • Build automation tools for ML workflow 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 languages like Java.
  • Troubleshoot and resolve issues related to ML workflow deployments.
  • Generate and maintain operational reporting pipelines through tools like BigQuery, Looker, and Tableau.
  • Collaborate with data scientists to improve developer workflows and ensure seamless integration.

Requirements

  • 4-5 years of experience in MLOps, DevOps, or a related role.
  • Hands-on experience with Vertex AI or other similar platforms like Amazon SageMaker.
  • Proficiency in Python and basic knowledge of SQL (BigQuery) and reporting tools.
  • Experience with Kubernetes or other containerized orchestration platforms.
  • Basic knowledge of cloud technologies such as AWS and GCP.
  • Must be eligible for 100% Mexican Payroll.

Nice to have

  • Experience with e-commerce and understanding of general digital e-commerce concepts.
  • Passion for utilizing GenAI to reduce manual processes.

Culture & Benefits

  • Remote work flexibility with internet and electricity support.
  • Comprehensive paid leave including vacation, sick days, and maternity/paternity leave.
  • Financial benefits such as Savings Fund, Aguinaldo, and Vacation Bonus.
  • Professional growth support through English classes and training compensation.
  • Additional perks including food vouchers and sport compensation.

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