Lead ML Engineer: Real-Time Behavioral Platforms

PLT Engineering; Singapore; On-site; SGD 100,000 - 150,000; Full time

Job summary

A leading tech company in Singapore is seeking a Lead Machine Learning Engineer to develop a user behavioural platform aimed at improving marketplace efficiency. You will work with a team to create and refine machine learning models that predict user behavior in response to pricing changes and demand patterns. Ideal candidates have a strong background in machine learning systems, statistical modeling, and experience in software development. The role requires onsite work at Grab One North Singapore office.

Qualifications

• Significant experience developing production-ready Machine Learning systems.
• In-depth knowledge of building behavioural models with multiple agents.
• Experience in software performance analysis and optimization.

Responsibilities

• Develop and architect a user behavioural platform for marketplace behaviour modeling.
• Define the technical roadmap for integrating the user behavioural platform.
• Design the platform for comprehensive 'What-If' scenario analysis.

Skills

Machine learning

Software development life cycle

Statistical modeling

Collaborative teamwork

Education

Degree in Computer Science, Engineering, or related field

Tools

Python

TensorFlow

Docker

Job description

A leading tech company in Singapore is seeking a Lead Machine Learning Engineer to develop a user behavioural platform aimed at improving marketplace efficiency. You will work with a team to create and refine machine learning models that predict user behavior in response to pricing changes and demand patterns. Ideal candidates have a strong background in machine learning systems, statistical modeling, and experience in software development. The role requires onsite work at Grab One North Singapore office.