Aws Engineer, DevOps, Machine Learning

Propertyvalue
Barcelona, Spain
25 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Job source

Tech stack

Microsoft Windows Artificial Intelligence Amazon Web Services Computer Programming Information Engineering Linux Python (Programming Language) Tensorflow Azure Machine Learning Pytorch Model Validation Git
+8 more
Scikit Learn Information Technology Code Testing ONNX (Open Neural Network Exchange) Format Machine Learning Operations Terraform Software Version Control Docker

Requirements

What you will do - Transform proof-of-concept scripts into Pipelines with different processing steps - Develop and maintain monitoring and alerting systems to ensure the health and performance of deployed models - Cross-functional collaboration with research teams and development teams - Maintain scalable, robust, and reliable infrastructure for model training, testing, deployment, and monitoring - Optimize and enhance model performance, scalability, and reliability in production environments - Take responsibility for code testing and quality checking - Stay on top of the latest trends in the field of MLOps and cloud platforms Your profile - Bachelor’s or Master’s degree in Computer Science, Data Engineering, Biomedical Engineering, or a related field - Strong programming skills in Python - Experience with machine learning frameworks such as TensorFlow, PyTorch, ONNX, or scikit-learn - Proficiency in cloud platforms such as AWS SageMaker (preferred), GCP Vertex AI or Azure ML - Experience with medical imaging is a plus - Knowledge of experiment tracking frameworks like mlflow or weights & biases - Familiarity with Docker - Familiarity with version control systems (e.g., Git, Git-LFS, DVS) and CI/CD pipelines - Experience with Terraform - Professional English language skills - Solid knowledge of Linux and Windows operating systems Location and type of contract - Leuven, Belgium; Barcelona, Spain - Full-time - Hybrid - Mid-senior level - CV in English

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