Senior Predictive Maintenance Data Scientist

one seven consulting pte. ltd.; Netherlands; Presencial; EUR 90 000 - 120 000; Tempo integral

Resumo da oferta

one seven consulting pte. ltd. is seeking a Senior Data Scientist, Predictive Maintenance to build and run machine learning models that predict failures in data centre and industrial assets using sensor data for early warnings and health estimates.

You will validate techniques across anomaly detection, survival analysis and time-series forecasting, deploy models to production, and collaborate with product managers, software engineers and domain experts to ensure reliable, explainable solutions.

Qualificações

• Bachelor's or Master's degree in Engineering, Computer Science, Data Science or a related discipline.
• 5-8 years of relevant experience in data science or applied machine learning.
• 2-3 years hands-on experience building condition monitoring, predictive maintenance or anomaly detection models on sensor data.
• Strong understanding of common ML approaches and model evaluation techniques.
• Mechanical engineering background or exposure is advantageous.

Responsabilidades

• Build and validate models on operational sensor data to predict failures, track degradation, raise early warnings, estimate remaining useful life and forecast time to threshold.
• Apply and benchmark a range of techniques, including anomaly detection, survival analysis, time-series forecasting and representation learning.
• Choose approaches based on performance criteria and documented experiments; ensure production deployment feasibility.
• Tell apart detection performance, false positives, explainability and deployment constraints.
• Set up validation methods for scarce failure data and clearly communicate limitations.
• Carry models through deployment in development and production environments and monitor ongoing performance.
• Collaborate with product managers, software engineers and data centre subject matter experts.

Conhecimentos

Data science

Machine learning

Experimentation

Industrial experience

Formação académica

Bachelor's or Master's in Engineering/CS/Data Science

Descrição da oferta de emprego

one seven consulting pte. ltd. is seeking a Senior Data Scientist, Predictive Maintenance to build and run machine learning models that predict failures in data centre and industrial assets using sensor data for early warnings and health estimates.

You will validate techniques across anomaly detection, survival analysis and time-series forecasting, deploy models to production, and collaborate with product managers, software engineers and domain experts to ensure reliable, explainable solutions.