Machine Learning Engineer

Your connection with Aubay starts in the following lines:

Aubay Portugal is a multinational French company, in Portugal since 2007. We have offices in Lisbon and Oporto and we are a specialized consultant in Management, Implementation, Development and Maintenance of Information Systems. We have more than 150 active partners and we operate in sectors such as banking, insurance, telecommunications, services, energy and transports.

What are we looking for?

• Minimum of 3 years to 5 years of work experience;
• Knowledge of SQL, Python or Scala and related machine learning packages;
• Knowledge of Spark in Python or Scala, namely RDD and Dataset APIs;
• Knowledge of designing model training and calibration flows (ML pipelines) including package environments, infrastructure, data profiling during training and profile checking;
• Knowledge of the principles of infrastructure elasticity, reproducibility and traceability in ML pipelines;
• Knowledge of designing inference flows, particularly batch inference and online inference;
• Knowledge of designing CI/CD pipelines for Analytics with MLOps;
• Knowledge of designing model monitoring schemes during the inference phase, namely data drift (online) and model drift (offline);
• General knowledge of feature engineering and machine learning techniques;
• Good communication skills in english.

What do we have to offer you?

• Health Insurance;
• Feedback&Coffee – the system that includes Aubay’s Performance Management Cycle, with regular moments of feedback and the Career Progression Model;
• Working model: hybrid;
• A Training Academy designed to think of you and your needs. You can count on technical and behavioural training sessions (e-Learning and classroom), Meet&Techs, Webinars and Mentoring;
• Events and Teambuildings.

What makes us different?

• Our organizational culture is based on values such as transparency, team spirit, regular feedback and continuous learning;
• Reference prizes and birthday present;
• We don’t have a dress code;
• We know your name and all address each other informally;
• You will grow in good company. Isn’t this one of the ways in which to develop professionally?

If we got your attention, we now hope to spark your enthusiasm. Ready for the first phase?

We are waiting for you!

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