Senior ML Data Scientist: Edge AI for Wireless Sensing

Algorized; Etoy; Hybrid; CHF 140.000 - 180.000; Vollzeit

Zusammenfassung

Algorized in Etoy, Switzerland, seeks a Senior Data Scientist to drive edge-AI sensing models using radar and wireless signals. You will own end-to-end modeling from data collection to production-ready solutions, collaborating with engineering and product teams.

The role emphasizes hands-on research, model development, experimentation, and producing robust, generalizable systems for real-world use, with opportunities to mentor others and influence data-science practices.

Qualifikationen

• PhD in Data Science, Computer Science, Wireless Communication, Electrical Engineering, Applied Mathematics, Physics, or a related quantitative field.
• At least 3 years of hands-on experience building ML/data-science solutions for real-world applications.
• Strong data science and ML background with time-series/sensor data.
• Solid knowledge of signal-processing principles and practical experience in spectral analysis, filtering, estimation, detection, tracking, or sensor fusion.
• Strong ML fundamentals: model development, evaluation, optimization, generalization.
• Proficient Python with PyTorch, scikit-learn, NumPy, and SciPy.
• Ability to own open-ended technical problems and drive to validated solutions.
• Excellent collaboration and communication skills with enthusiasm for solving sensing problems.

Aufgaben

• Design, develop, and improve ML models for wireless people sensing using radar and sensor signals.
• Contribute to foundational models supporting multiple sensing tasks and configurations.
• Develop signal-processing, ML, and deep-learning methods to convert sensor data into robust outputs.
• Design architectures and learning approaches to capture spatial and temporal patterns in sensor data.
• Plan experiments, define evaluation methodologies, and analyze model behavior and generalization.
• Incorporate advances in time-series and representation learning to improve accuracy and robustness.
• Collaborate with software engineers and MLOps for infrastructure development.
• Mentor junior team members and help shape data-science practices across the company.

Kenntnisse

Python

PyTorch

scikit-learn

NumPy

SciPy

data science

machine learning

signal processing

time-series

sensor fusion

Ausbildung

PhD in Data Science/Computer Science/related field

Tools

PyTorch

scikit-learn

NumPy

SciPy

Jobbeschreibung

Algorized in Etoy, Switzerland, seeks a Senior Data Scientist to drive edge-AI sensing models using radar and wireless signals. You will own end-to-end modeling from data collection to production-ready solutions, collaborating with engineering and product teams.

The role emphasizes hands-on research, model development, experimentation, and producing robust, generalizable systems for real-world use, with opportunities to mentor others and influence data-science practices.