Werkstudent Signalverarbeitung & Datenanalyse (m/w/d)
Core
Process and analyze sensor and process data from tablet press machines to extract relevant features for machine and process state characterization.
Role type
Student signal processing and data analysis engineer
Builds
Reproducible evaluation scripts and simple data pipelines in Python
Domain
Industrial automation / Pharmaceutical machinery / Signal processing
Deliverable
production ML models
Required skills
Python (NumPy, SciPy, pandas, Matplotlib), MATLAB, digital signal processing (sampling, filter design, spectral analysis), feature extraction, time and frequency domain analysis (FFT, wavelet transformation), data preprocessing (filtering, synchronization, resampling, outlier handling), data visualization
Preferred skills
Experience with measurement techniques, structured documentation
Technologies
Python, NumPy, SciPy, pandas, Matplotlib, MATLAB
Responsibilities
Prepare and quality check sensor and process data, analyze signals in time and frequency domains, develop and evaluate features, build reproducible evaluation scripts and data pipelines, support measurement series and experiments, visualize measurement series and results, document methods, parameters and results
Seniority
Student (Werkstudent)