Senior ML Data Scientist, Edge AI for Wireless Sensing

Startupvalleys; Etoy; Vor Ort; CHF 120.000 - 180.000; Vollzeit

Zusammenfassung

Algorized, a VC-funded Silicon Valley deep-tech company with Swiss roots, seeks a Senior Data Scientist to turn complex sensing challenges into robust products. You will work across data science, signal processing, and product development in an on-site role based in Etoy, Switzerland, contributing to scalable, real-time people-sensing solutions.

You will design ML models, build foundational architectures, and collaborate with software and MLOps teams to move research into production.

Qualifikationen

• PhD in Data Science, CS, Wireless Communication, Electrical Engineering, Applied Mathematics, Physics, or related quantitative field.
• At least 3 years of hands-on experience developing ML/data-science solutions for real-world applications.
• Proven expertise in data science and ML with sensor/time-series data.
• Strong knowledge of signal-processing principles and practical experience with spectral analysis, filtering, estimation, detection, tracking, or sensor fusion.
• Strong understanding of ML fundamentals: model development, evaluation, optimization, and generalization.
• Strong Python skills and experience with PyTorch, scikit-learn, NumPy, and SciPy.
• Ability to take ownership of open-ended technical problems and move from exploration to validated solutions.
• Excellent collaboration and communication skills for solving challenging people-sensing problems.

Aufgaben

• Design, develop, and improve ML models and algorithms for wireless people sensing using radar and other signals.
• Develop foundational models that support multiple people-sensing tasks, environments, and sensor configurations.
• Create signal-processing, ML, and deep-learning methods to convert wireless signals into robust outputs.
• Design architectures and learning approaches capturing spatial and temporal patterns in sensor data.
• Plan experiments, define evaluation methodologies, and analyze model behavior and generalization.
• Evaluate advances in time-series and representation learning to boost accuracy and robustness.
• Collaborate with software engineers and MLOps on infrastructure development.
• Mentor junior team members and contribute to data-science practices.

Kenntnisse

Python

PyTorch

scikit-learn

NumPy

SciPy

Time-series

Signal processing

Model development

Data science

Collaboration

Ausbildung

PhD in Data Science, CS or related field

Tools

PyTorch

scikit-learn

NumPy

SciPy

Time-series analysis

Jobbeschreibung

Algorized, a VC-funded Silicon Valley deep-tech company with Swiss roots, seeks a Senior Data Scientist to turn complex sensing challenges into robust products. You will work across data science, signal processing, and product development in an on-site role based in Etoy, Switzerland, contributing to scalable, real-time people-sensing solutions.

You will design ML models, build foundational architectures, and collaborate with software and MLOps teams to move research into production.