Industrial Data Science Engineer - Predictive ML

Innowave Tech Pte Ltd; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

Innowave Tech Pte Ltd, headquartered in Singapore, seeks an experienced data scientist to turn manufacturing data into AI-driven solutions. You will own the data science lifecycle from data assessment to model deployment while collaborating with engineers and domain experts.

Responsibilities include translating business challenges, building robust models, validating data, and communicating insights to stakeholders. Prior experience in manufacturing AI is valued.

Qualifications

• Polytechnic diploma, bachelor's degree, or master's degree in Data Science, Statistics, Computer Science, Operations Research, Applied Mathematics, Engineering, or a related field.
• ],
• job_responsibilities_description([

Responsibilities

• Work with domain experts to translate manufacturing challenges into data science solutions.
• Define problems and translate business challenges into data science solutions.
• Source, clean, and validate data for analysis and modeling.
• Build, test, and deploy machine learning models with consideration of assumptions and trade-offs.
• Communicate findings to technical and nontechnical stakeholders.
• Design scalable data-processing and model-inference pipelines.
• Lead an independent R&D project to productize solutions.

Skills

Python programming

Data wrangling

Model deployment

Stakeholder communication

Problem formulation

Cross-functional collaboration

Education

Bachelor's or Master's in Data Science/ CS/ OR/ Math

Tools

Pandas

NumPy

scikit-learn

TensorFlow/PyTorch

Job description

Innowave Tech Pte Ltd, headquartered in Singapore, seeks an experienced data scientist to turn manufacturing data into AI-driven solutions. You will own the data science lifecycle from data assessment to model deployment while collaborating with engineers and domain experts.

Responsibilities include translating business challenges, building robust models, validating data, and communicating insights to stakeholders. Prior experience in manufacturing AI is valued.