Head of AI and Data Analytics
Tasks
- Build ML AI technical roadmap for predictive maintenance
- Build MLOps capabilities with model registry and A B testing
- Build time series models for elevator operations
- Collaborate with embedded IoT backend and product teams
- Construct data driven predictive maintenance models
- Coordinate with European technical teams for algorithm review
- Deploy models for edge devices and cloud platforms
- Design end to end data analysis and model deployment architecture
- Develop and validate machine learning models
- Develop unsupervised and semi supervised learning for low label data
- Develop vibration and signal processing pipelines
- Establish data governance and data quality controls
- Lead data cleaning and feature engineering
- Lead machine learning and data science team
- Perform vibration signal anomaly detection and fault diagnosis
- Support patents papers and industry standards
- Track industrial AI and PHM digital twin innovations
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | ARIMA | Airflow | Anomaly Detection | Artificial Intelligence | B testing | Data Governance | Data Preprocessing | Data Quality | Digital Twin | FFT | Fault Diagnosis | Feature Engineering | GRU | Industrial Internet | IoT | Kubeflow | LSTM | MLOps | MLflow | Machine Learning | Model Evaluation | Model Registry | PHM | Predictive Maintenance | Prophet | PyTorch | Python | Scikit-learn | Series analysis | Spectral Analysis | TensorFlow | Time Series | Time Series Analysis | Transformer | Wavelet transform
Education
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