Posted Today
Machine Learning Engineer / MLOps (Python, Cloud, Data) – Híbrido - CDMX
AI Summary
Orion Innovation is a premier, award-winning, global business and technology services firm. Orion delivers game-changing business transformation and product development rooted in digital strategy, experience design, and engineering, with a unique combination of agility, scale, and maturity.
About this role
Orion Innovation is a premier, award-winning, global business and technology services firm. Orion delivers game-changing business transformation and product development rooted in digital strategy, experience design, and engineering, with a unique combination of agility, scale, and maturity. We work with a wide range of clients across many industries including financial services, professional services, telecommunications and media, consumer products, automotive, industrial automation, professional sports and entertainment, life sciences, ecommerce, and education.
Responsabilidades
- Construcción y mantenimiento de pipelines de Machine Learning
- Implementación de procesos de CI/CD para modelos
- Despliegue de modelos en ambientes productivos
- Integración de modelos en APIs y servicios
- Monitoreo de desempeño, drift y versionado de modelos
- Colaboración con equipos de Data Science y Data Engineering
Requisitos
- +3 años en roles de datos o Machine Learning
- Experiencia con Python y SQL
- Experiencia trabajando con pipelines de datos o ML (Airflow, Spark)
- Conocimiento en herramientas de ML Ops (MLflow, DVC, Kubeflow o similares)
- Experiencia en cloud (AWS o GCP)
- Conocimiento en Docker y Kubernetes (deseable)
- Experiencia en CI/CD
Stack tecnológico
Python, SQL, Spark, Airflow, BigQuery, Snowflake, Redshift, Docker, Kubernetes, MLflow, DVC, Vertex AI, SageMaker, Git
Ofrecemos
- Prestaciones de Ley y Superiores
- Exposición con equipos y proyectos multiculturales
-
Desarrollo profesional en analítica avanzada
Orion is an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to race, color, creed, religion, sex, sexual orientation, gender identity or expression, pregnancy, age, national origin, citizenship status, disability status, genetic information, protected veteran status, or any other characteristic protected by law.
Candidate Privacy Policy
Orion Systems Integrators, LLC and its subsidiaries and its affiliates (collectively, “Orion,” “we” or “us”) are committed to protecting your privacy. This Candidate Privacy Policy (orioninc.com) (“Notice”) explains:
- What information we collect during our application and recruitment process and why we collect it;
- How we handle that information; and
- How to access and update that information.
Your use of Orion services is governed by any applicable terms in this notice and our general Privacy Policy.
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