MLOps Engineer
RemoteBraga, Braga, PortugalentryFull-time
- Posted
- today
- Source
- LinkedIn (remote, Europe)
- Field
- Engineering
Skills
Machine LearningPythonDevOpsAzureCI/CDGitAI
Description
๐ We're looking for someone to walk with us!
At eDynamics, we're building a smart insole that works as a non-intrusive, 24/7 tracker of human mobility and physical health.
We want to grow our team with an MLOps Engineer who is passionate about taking machine learning models from the lab into real-world use. You'll build and maintain the infrastructure that turns data from our wearable foot sensor into reliable insights on gait, physical activity, and fatigue.
๐ Responsibilities
Design, implement, and maintain end-to-end ML pipelines, covering training, validation, deployment, and retraining;
Deploy and manage machine learning models in production;
Build and maintain data pipelines for time-series sensor data;
Set up experiment tracking, model versioning and a model registry (e.g., MLflow);
Implement CI/CD for ML, and automate testing and model release workflows;
Put monitoring, logging, and observability practices in place, including model performance and data drift;
Contribute to technical documentation and good engineering practices across the team.
๐ ๏ธ Skills & Experience
Bachelor's or Master's degree in Computer Science, Software Engineering, Data Science, AI or a related field;
A solid understanding of the ML lifecycle: training, validation, deployment, monitoring, and retraining;
Hands-on experience deploying, monitoring, and managing ML models in production;
+1 year of experience in MLOps, DevOps, Data Engineering, software engineering or a related field;
Experience with cloud platforms (ex Azure), Python, and scripting;
Knowledge of MLflow or similar experiment tracking and model lifecycle tools;
Good command of Git and version control practices;
Software engineering best practices, automation, and maintainable code.
๐ What We Appreciate
A fast learner with strong problem-solving and analytical skills
A proactive attitude and ownership of your work
A collaborative mindset and enjoyment of a cross-functional team
Comfort in a dynamic environment, with the ability to work independently when needed
๐ Why become part of the eDynamics family?
A passion for sport and well-being: you'll help build technology that improves how people move.
True startup spirit: real teamwork, a close-knit team, and your ideas make a difference.
Contact with many areas: you'll work alongside engineers in data science, hardware, firmware, and product.
Direct access to clients and real cases: you'll see your work used by athletes, clubs, and companies.
Growing together: you'll have real opportunities to build a relevant career as eDynamics grows.
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