CG
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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