ITCAN PTE. LIMITED Hiring! Full Time Machine Learning (ML) Engineer in Central Region (Singapore), Earn up to SGD 4,500 - Ricebowl

KEY FEATURES OF THE POSITION

Functional / Technical

• Develop, deploy, and optimize machine learning and AI solutions that address complex business challenges.

• Create multi-agent systems and equip AI models with function/tool-calling capabilities

• Design and implement RAG systems to ground AI responses in enterprise data

• Assess and integrate AI models (e.g. LLMs) ensuring optimal performance and reliability

• Optimize agentic workflows and AI agents for production use cases

• Testing and optimizing system prompt and few-shot example to ensure accurate, consistent, and safe AI outputs

• Performance evaluation of machine learning and AI models using appropriate metrics, evaluation sets and techniques, and continuously iterate and improve upon them

• Collaborate with platform teams, data engineers, data scientists, and other stakeholders to integrate machine learning solutions into existing systems and processes

• Participate in code reviews, testing, and debugging to ensure the quality and reliability of machine learning solutions

Education and skills requirements

• Minimum 3 – 6 years of relevant work experience in machine learning, data science or a related field

• Bachelor's or Master's degree in Data Science, Computer Science, Mathematics, Statistics, or a related field

• Strong programming skills in Python with experience in machine learning libraries and deep learning frameworks such as TensorFlow or PyTorch

• Proven experience working with Large Language Models (LLMs)

• Good understanding of AI agents & agentic workflows, LLM orchestration frameworks and reasoning patterns

• Experience with data preprocessing, feature engineering, and model selection and evaluation techniques

• Knowledge of statistical and mathematical concepts relevant to machine learning, such as probability, linear algebra, and optimization

• Understanding software development best practices, including version control, testing, and documentation

• Excellent problem-solving and debugging skills, with the ability to identify and resolve issues quickly and effectively