Manufacturing AI Data Scientist - Predictive Maintenance & ML Ops

Innowave Tech Pte Ltd; Singapore; On-site; SGD 70,000 - 120,000; Full time

Benefits offered by this job

Structured training

Mentorship by senior data scientists

Hands-on AI lifecycle exposure

Job summary

Innowave Tech Pte Ltd in Singapore is seeking a Data Scientist with a keen interest in analytics, insight generation and optimisation of manufacturing data. You will work with senior data scientists to analyse time-series sensor data and build models for equipment health and production quality.

You will deploy production-ready solutions, develop AI-driven machine health models, and collaborate with customers, engineers and cross-functional teams to apply AI across manufacturing operations.

Qualifications

• Degree in Data Science, Computer Science, Statistics, Mathematics, Engineering or related field.
• 1–3 years of data analytics, ML or AI development experience; fresh graduates with project work welcome.
• Strong communication in English and Mandarin for client/stakeholder interaction.
• Proficiency in Python and ML/DL frameworks.

Responsibilities

• Analyse large-scale manufacturing datasets including time-series sensor data
• Perform data cleansing and feature engineering
• Develop supervised and unsupervised models for equipment health and fault detection
• Build predictive models to improve product quality and manufacturing efficiency
• Evaluate models using statistical and ML techniques
• Design and maintain MLOps pipelines for deployment and lifecycle management
• Support deployment of AI models into customer production environments
• Monitor model performance and iterate for accuracy
• Collaborate with customers, engineers and cross-functional teams to address challenges
• Provide actionable insights to improve reliability and yield

Skills

English proficiency

Mandarin proficiency

Problem solving

Independent work

Cross-functional collaboration

Education

Degree in Data Science / Computer Science / Statistics / Mathematics / Engineering

Tools

Python

Scikit-learn

LightGBM

XGBoost

TensorFlow

PyTorch

Plotly

Seaborn

Git

Job description

Innowave Tech Pte Ltd in Singapore is seeking a Data Scientist with a keen interest in analytics, insight generation and optimisation of manufacturing data. You will work with senior data scientists to analyse time-series sensor data and build models for equipment health and production quality.

You will deploy production-ready solutions, develop AI-driven machine health models, and collaborate with customers, engineers and cross-functional teams to apply AI across manufacturing operations.