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Data Scientist

CADS GmbH

Ansfelden · On-site From €54k/yr 1w ago

About the role

Your role in the team

  • Analysis, processing, and interpretation of process data from surgical planning and the manufacturing of patient-specific implants.
  • Identification of patterns, bottlenecks, and optimization potential along complex medical and technical processes.
  • Design and development of a simulation environment to retrospectively simulate processes, test new approaches, and evaluate various scenarios.
  • Use of Discrete Event Simulation (DES) and/or Agent-Based Simulation (ABS) for modeling real‑world processes.
  • Close collaboration with medical experts, development, and production teams for the technical validation of the models.
  • Documentation and presentation of the results for both technical and non‑technical stakeholders.

What we offer

  • The annual minimum salary is €53,802 gross based on full‑time employment.
  • Willingness to pay above the market rate depending on qualifications and experience.

Technologies and skills

  • Python
  • Pandas
  • NumPy

Our expectations

Qualifications

  • Knowledge of simulation methods, particularly discrete event simulation and/or agent‑based simulation.
  • Excellent programming skills, e.g., in Python (pandas, numpy, simpy, mesa or comparable frameworks).
  • Analytical thinking and the ability to model complex processes in a structured manner.
  • Independent, structured way of working as well as strong communication and team skills.
  • Strong curiosity, independent working style, and a research‑driven mindset with enthusiasm for medical questions with real impact.

Experience

  • Experience in data preparation, data analysis, and data visualization, ideally with complex process or time series data.
  • Experience in a medical, industrial, or regulated environment is advantageous but not mandatory.

Education

  • Completed degree (Master/PhD) in Data Science, Computer Science, Mathematics, Industrial Engineering, Simulation Science, or a related field.

Benefits

  • Coffee, Tea, etc.
  • Bicycle Parking Space
  • Summer and Christmas Bonus
  • Additional Insurance
  • Flexible Working Hours
  • Company Phone for Private Use
  • Tabletop Soccer, etc.
  • Time for External Voluntary Work
  • Health Care Benefits
  • Company Retirement Provision
  • Company Car
  • No All‑In Contracts
  • Workation
  • Jobbike

Requirements

  • Knowledge of simulation methods, particularly discrete event simulation and/or agent-based simulation.
  • Excellent programming skills, e.g., in Python (pandas, numpy, simpy, mesa or comparable frameworks).
  • Analytical thinking and the ability to model complex processes in a structured manner.
  • Independent, structured way of working as well as strong communication and team skills.
  • Strong curiosity, independent working style, and a research-driven mindset with enthusiasm for medical questions with real impact.
  • Experience in data preparation, data analysis, and data visualization, ideally with complex process or time series data.

Responsibilities

  • Analysis, processing, and interpretation of process data from surgical planning and the manufacturing of patient-specific implants.
  • Identification of patterns, bottlenecks, and optimization potential along complex medical and technical processes.
  • Design and development of a simulation environment to retrospectively simulate processes, test new approaches, and evaluate various scenarios.
  • Use of Discrete Event Simulation (DES) and/or Agent-Based Simulation (ABS) for modeling real-world processes.
  • Close collaboration with medical experts, development, and production teams for the technical validation of the models.
  • Documentation and presentation of the results for both technical and non-technical stakeholders.

Benefits

coffeeteabicycle parking spacesummer bonuschristmas bonusadditional insurancecompany phone for private usetabletop soccertime for external voluntary workhealth care benefitscompany retirement provisioncompany carno all-in contractsworkationjobbike

Skills

MesaNumPyPandasPythonSimpy

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