Head Of Ai And Data Analytics

KONE GmbH

Germany
Machine learning/data science
Time series analysis
Vibration signal processing
Develop a technical roadmap for machine learning in intelligent elevator operations and maintenance, designing end-to-end data analysis and model deployment architecture

Job Summary

  • Develop a technical roadmap for machine learning in intelligent elevator operations and maintenance, designing end-to-end data analysis and model deployment architecture.
  • Lead the construction and management of a machine learning and data science team, fostering collaboration with embedded, IoT, backend, and product teams to deploy models to edge devices or cloud platforms.
  • Track cutting-edge technologies in industrial AI, PHM, and digital twins, exploring their application in the elevator industry and contributing to patent applications, papers, or industry standards.

Matching Summary

Develop a technical roadmap for machine learning in intelligent elevator operations and maintenance, designing end-to-end data analysis and model deployment architecture.

Skills & Requirements

Must-have

  • Machine Learning/Data Science
  • Time Series Analysis
  • Vibration Signal Processing
  • Predictive Maintenance Models
  • End-to-end Data Analysis Architecture
  • MLOps Capability Building

Nice-to-have

  • Industrial AI
  • Equipment Health Management
  • Digital Twin Technology
  • AI Agent Implementation Experience
  • IoT Project Experience

Key Requirements

  • 5+ years of ML/Data Science experience
  • 2+ years of team management experience
  • Master's degree or higher
  • Proficient in Python and ML frameworks
  • Fluent English communication

Work Rights

Not specified

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