Machine Learning Engineer – Heat Pumps

Bosch Group; Cacia; On-site; EUR 42,000 - 70,000; Full time

Benefits offered by this job

Health insurance

On-site medical clinic

Training opportunities

Career progression

Employee discounts

Sports activities

Job summary

Bosch Group in Aveiro, Portugal, is hiring for a role focused on industrial research for heat pump systems. You will combine machine learning, data analysis, modelling, and experiments to develop predictive models from experimental and field data, supporting key parameterization of the heat pump cycle.

Responsibilities include ML development, data analysis and modelling, and test planning with structured data acquisition.

Qualifications

• University degree in a technical field with strong ML/engineering focus.
• Good understanding of machine learning models and data-driven methods.
• Experience with Python and/or MATLAB for data analysis and modelling.

Responsibilities

• Develop, evaluate and improve machine learning models for heat pump systems.
• Analyze data, model dynamic systems and simulate engineering problems.
• Support development and optimization of refrigeration cycles using data-driven approaches.
• Apply data-based methods to improve model-based concepts and optimization.

Skills

Machine learning

Python

MATLAB

Data analysis

Modelling & simulation

Testing & experimentation

English

Education

University degree in Mechanical Engineering

Engineering/computer science background

Tools

MATLAB

Simulink

Job description

Bosch Group in Aveiro, Portugal, is hiring for a role focused on industrial research for heat pump systems. You will combine machine learning, data analysis, modelling, and experiments to develop predictive models from experimental and field data, supporting key parameterization of the heat pump cycle.

Responsibilities include ML development, data analysis and modelling, and test planning with structured data acquisition.