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At Valtech, you’ll find an environment designed for continuous learning, meaningful impact, and professional growth. Whether you're pioneering new digital solutions, challenging conventional thinking or building the next generation of customer experiences, your work will help transform industries. As a Data Scientist, you are passionate about experience innovation and eager to push the boundaries of what’s possible. You bring a growth mindset and a drive to make a lasting impact.
Job Responsibility:
Development and validation of models/algorithms for use cases such as: Gait analysis and movement pattern recognition (gait pattern, stability, deviations, trend analyses)
New features such as delirium, complex risk indicators, clinical "events"
Experiment Design & Measurability: Definition of metrics, offline evaluation, golden sets, reproducibility, performance/robustness
Feature Engineering & Representation Learning: Derive meaningful representations from radar data (incl. domain understanding)
Evaluation of new approaches for radar-based patient monitoring (classic ML, deep learning, probabilistic models, first principles, and hybrid methods)
Requirements:
Several years of experience as a Senior Data Scientist / ML Engineer / Software Engineer (or equivalent) with demonstrable productive ML systems
In-depth knowledge of ML (Supervised/Unsupervised, Sequences/Time Series, Anomaly Detection, Classification/Regression) and solid understanding of statistics/evaluation
First-principles thinking: You can not only "apply" models, but also derive them, question them, and combine them with domain knowledge (hybrid approaches)