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Critical Software

Machine Learning Engineer

Critical Software

. Design, train, and evaluate machine learning models to address specific business problems.

Posted 7/6/2026full-timeLisboa • 🇵🇹 PortugalMid-LevelSeniorWebsite

Tech Stack

Tools & technologies
Python

About the role

Key responsibilities & impact
  • Design, train, and evaluate machine learning models to address specific business problems.
  • Build and maintain data pipelines and infrastructure to support model development and deployment.
  • Deploy ML models into production and monitor their performance, reliability, and drift over time.
  • Identify and resolve technical issues, bugs, and blockers as they arise during development and deployment.
  • Work closely with team members across various departments to understand their data, processes, and needs, and adapt solutions accordingly.
  • Iterate on deployed models to keep them accurate, efficient, and useful as needs evolve.

Requirements

What you’ll need
  • Bachelor's or Master's in Computer Science, AI, Machine Learning or a related field.
  • 5+ years of experience in software development, with hands-on experience building and deploying machine learning models.
  • Solid coding skills (Python and relevant ML frameworks) and experience with the ML lifecycle from data to production.
  • Clear oral and written communication skills for working with teammates and stakeholders.
  • Practical, detail-oriented approach to debugging and improving models and pipelines.
  • Ability to manage your own tasks and prioritize effectively, even with some ambiguity.
  • A natural interest in ML techniques — old and new — and how they apply to real business problems.

Benefits

Comp & perks
  • Private health insurance
  • Employee Assistance Programme (mental health, legal, financial support)
  • Home office support
  • Extra holidays: 2 additional days after year one, more as time goes on
  • Extra parental leave: 2 additional months fully paid
  • Gradual return-to-work support: We'll help you ease back from long breaks
  • Sabbatical programme for long-term employees
  • Training, mentorship, and growth opportunities: we'll invest in where you want to go next

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills & Tools
Machine LearningData PipelinesModel EvaluationPythonML Frameworks
Soft Skills
Clear CommunicationDetail-OrientedTask ManagementProblem-Solving
Certifications
Bachelor's Degree in Computer ScienceMaster's Degree in AI or Machine Learning