Senior Scientist - Sensing & ML for Industrial Systems

ABB; Baden; Vor Ort; CHF 110.000 - 160.000; Vollzeit

Zusammenfassung

ABB Research Center Baden-Dättwil in der Schweiz sucht einen Forschungswissenschaftler (Research Scientist), der an Sensorlösungen für ABBs nächste Generation von Systemen arbeitet. Sie arbeiten im internationalen Forscherteam, führen Projekte von der Konzeptdefinition bis zur experimentellen Verifikation durch und veröffentlichen Ergebnisse.

Der ideale Kandidat besitzt einen PhD in Elektro-/Informationstechnik und starke Kenntnisse in Signalverarbeitung, ML/DL, Embedded Electronics sowie

Qualifikationen

• PhD in electrical engineering, computer science, or related field.
• Theoretical and practical knowledge in signal processing and data analytics (including ML/deep-learning-based) e.g. denoising, feature extraction, time-series analysis and anomaly detection, signal classification and pattern recognition
• Hands-on experience with test, design, simulation and validation of electronic systems, embedded electronics, (wireless-) connectivity, testing methodologies and data-driven validation, edge/embedded ML deployment
• Solid experience of getting ideas from concepts to prototypes
• Strong interest in sensing technologies and integration of sensors in systems. Context knowledge in electrification-related applications considered as a plus
• Proficiency in one or more programming languages (C/C++, Python, Matlab and modern ML frameworks -PyTorch-), and use of coding agents
• Excellent communication skills and team player attitude and excellent command (written & oral) of the English language

Aufgaben

• Contributing to and leading research projects in the field of sensors and industrial sensing applications addressing the needs of our businesses, with applications including automation, process industries, and electrification.
• Together with multidisciplinary project teams, develop novel, high-value sensing products and solutions from the concept definition phase to the experimental verification.
• Evaluate new technologies and conduct technical surveys, generate project proposals with business impact and collaborate with researchers and engineers from other research centers, ABB business units, as well as from universities.
• Disseminate your results with scientific publications and internal technical reports, generate intellectual property.

Kenntnisse

Signalverarbeitung

Datenanalyse

ML-DeepLearning

Embedded Electronics

C/C++

Python

Matlab

PyTorch

Englisch

Ausbildung

PhD in Electrical Engineering

Tools

MATLAB/Simulink

LabVIEW

Verilog

Jobbeschreibung

ABB Research Center Baden-Dättwil in der Schweiz sucht einen Forschungswissenschaftler (Research Scientist), der an Sensorlösungen für ABBs nächste Generation von Systemen arbeitet. Sie arbeiten im internationalen Forscherteam, führen Projekte von der Konzeptdefinition bis zur experimentellen Verifikation durch und veröffentlichen Ergebnisse.

Der ideale Kandidat besitzt einen PhD in Elektro-/Informationstechnik und starke Kenntnisse in Signalverarbeitung, ML/DL, Embedded Electronics sowie