Mid MLOps Engineer - Hybrid Lisbon, Productionize ML

DataSmart; Lisboa; Híbrido; EUR 60 000 - 90 000; Tempo integral

Resumo da oferta

DataSmart is seeking a Mid Machine Learning Engineer (Hybrid – Lisbon) to productionize models, build ML CI/CD pipelines, and optimize deployments. You will collaborate with Data Scientists and Data Engineers to ensure scalable, testable Python code and robust model serving APIs using FastAPI or Flask.

Ideal candidates have 3+ years in ML, strong Python and SQL, experience with TensorFlow/PyTorch/Scikit-learn, and familiarity with cloud platforms and Docker/Kubernetes.

Qualificações

• 3+ years of professional experience in Machine Learning.
• Strong Python skills with well-structured, testable code.
• Strong SQL skills for querying and manipulating data.
• Understanding of MLOps fundamentals, including Git versioning and code reviews.
• Experience with core ML frameworks (TensorFlow, PyTorch, Scikit-learn).
• Experience with CI/CD pipelines (GitHub Actions or Jenkins).
• Familiarity with AWS, GCP, or Azure for running ML workloads.
• Experience deploying models using Docker and/or Kubernetes.
• Familiarity with building model-serving APIs (FastAPI or Flask).
• English proficiency professional level (minimum B2).
• Residence in Portugal with ability to work in hybrid Lisbon.

Responsabilidades

• Productionize ML models and deploy them into production environments.
• Build and maintain ML-focused CI/CD pipelines for model deployment.
• Monitor production models, track performance and alert on failures.
• Develop clean, testable Python code aligned with engineering standards.
• Collaborate with Data Scientists and Data Engineers on deployment and data transformations.
• Optimize model performance and operational efficiency in production.
• Contribute to retraining automation and MLOps improvements.
• Own production deployments, pipelines, monitoring, and fixes.

Conhecimentos

Python

SQL

MLOps

CI/CD pipelines

Cloud platforms

Model deployment

FastAPI/Flask

Team collaboration

Ferramentas

Docker

Kubernetes

GitHub Actions

Jenkins

TensorFlow

PyTorch

Scikit-learn

AWS

GCP

Azure

FastAPI

Flask

Descrição da oferta de emprego

DataSmart is seeking a Mid Machine Learning Engineer (Hybrid – Lisbon) to productionize models, build ML CI/CD pipelines, and optimize deployments. You will collaborate with Data Scientists and Data Engineers to ensure scalable, testable Python code and robust model serving APIs using FastAPI or Flask.

Ideal candidates have 3+ years in ML, strong Python and SQL, experience with TensorFlow/PyTorch/Scikit-learn, and familiarity with cloud platforms and Docker/Kubernetes.