Lead ML Engineer - Scalable Behavioral AI & Personalization

GRABTAXI HOLDINGS PTE. LTD.; Singapore; On-site; SGD 70,000 - 90,000; Full time

Job summary

A leading Southeast Asian tech firm is seeking a Lead Machine Learning Engineer to develop large-scale user behavioral platforms and personalized recommendation systems. This role requires expertise in Deep Learning and Reinforcement Learning, with responsibilities including designing intelligent ML systems and conducting performance analysis. Applicants should have at least 2 years of experience in machine learning services and proficiency in Python and deep learning frameworks. Opportunity to work in Singapore within a dynamic team.

Qualifications

• At least 2 years of proven experience in DL research, domain of LLMs.
• Experience building complex machine learning services.
• Strong knowledge of Python and deep learning frameworks.

Responsibilities

• Develop and architect a user behavioral platform using DL and LLM technologies.
• Design recommendation engines based on user behavioral models.
• Conduct performance bottleneck resolutions and debugging.

Skills

Deep Learning (DL) research

Reinforcement Learning (RL)

Python programming

Machine Learning services

Statistical modeling

Big data frameworks (e.g., Spark)

Qualitative coding

Tools

PyTorch

TensorFlow

Airflow

MLFlow

Job description

A leading Southeast Asian tech firm is seeking a Lead Machine Learning Engineer to develop large-scale user behavioral platforms and personalized recommendation systems. This role requires expertise in Deep Learning and Reinforcement Learning, with responsibilities including designing intelligent ML systems and conducting performance analysis. Applicants should have at least 2 years of experience in machine learning services and proficiency in Python and deep learning frameworks. Opportunity to work in Singapore within a dynamic team.