ML Engineer: Productionize Models & CI/CD (Hybrid Lisboa)

Sysmatch; Lisboa; Híbrido; EUR 45 000 - 75 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

International projects

Career development

Young dynamic team

Training and team building

Resumo da oferta

Sysmatch, based in Lisbon, is seeking a Mid Machine Learning Engineer (M/F) to productionize ML models and build robust CI/CD pipelines. You will work on deploying models developed by data scientists and maintaining ML workflows in hybrid environments.

You will write clean Python code, collaborate with data scientists and data engineers, and focus on reducing latency and improving scalability of ML services in production.

Qualificações

• Experience deploying ML models to production environments.
• Strong Python coding practices with testable, maintainable code.
• Proficiency in building and maintaining ML CI/CD pipelines.

Responsabilidades

• Productionize ML models — deploy models developed by data scientists into production environments.
• Build and maintain deployment pipelines — develop and support ML-focused CI/CD pipelines.
• Monitor models in production — track performance, failures, and key metrics with basic alerting.

Conhecimentos

Python programming

ML deployment

CI/CD pipelines

Cloud platforms

MLOps fundamentals

Model performance optimization

API development

Ferramentas

TensorFlow

PyTorch

Scikit-learn

Docker

Kubernetes

FastAPI

Flask

Descrição da oferta de emprego

Sysmatch, based in Lisbon, is seeking a Mid Machine Learning Engineer (M/F) to productionize ML models and build robust CI/CD pipelines. You will work on deploying models developed by data scientists and maintaining ML workflows in hybrid environments.

You will write clean Python code, collaborate with data scientists and data engineers, and focus on reducing latency and improving scalability of ML services in production.