AI Engineer - Mathematical Reasoning

WILD DYNASTY PTE. LTD.; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

WILD DYNASTY PTE. LTD. is seeking an AI Engineer to develop and enhance AI Tutor features focused on mathematical reasoning and education.

You will collaborate with educators and engineers to improve reasoning accuracy, solution quality, and the tutoring experience. Responsibilities include designing prompts, model pipelines, evaluating mathematical accuracy, handling math datasets, and supporting RAG and knowledge retrieval integrations to advance tutoring capabilities.

Qualifications

• Mathematics tutoring or teaching experience.
• Strong academic mathematics background or participation in mathematics competitions.
• Experience with RAG, vector databases, and knowledge retrieval systems.
• Familiarity with LLM evaluation frameworks and automated test pipelines.
• Knowledge of agentic workflows and tool-using AI systems.
• Experience with multimodal AI and optical character recognition (OCR).
• Background in EdTech products and educational AI applications.
• Knowledge of the Singapore Primary Mathematics curriculum.
• Experience with reasoning models or structured mathematical problem solving.

Responsibilities

• Develop and enhance AI/LLM-powered tutoring features to improve student learning outcomes
• Increase mathematical reasoning accuracy, reliability, and consistency in AI responses
• Design prompts, reasoning workflows, and model pipelines for effective tutoring
• Develop evaluation frameworks to measure mathematical accuracy and tutoring quality
• Analyze AI failure cases systematically and implement improvements to enhance response quality
• Process and manage structured and unstructured mathematics datasets for AI training and validation
• Build validation mechanisms to minimize incorrect or misleading AI answers
• Support retrieval-augmented generation (RAG), knowledge retrieval, and model integration as needed
• Collaborate with mathematics specialists to translate teaching requirements into technical AI solutions
• Experiment with AI models, architectures, and prompting strategies to advance tutoring capabilities
• Support production deployment, monitor AI systems, and drive continuous model improvements

Job description

Job Summary

Zairoo.ai seeks an AI Engineer passionate about mathematical reasoning and education to develop and enhance AI Tutor features. Collaborate with educators and engineers to improve reasoning accuracy, solution quality, and the tutoring experience.

Responsibilities

• Develop and enhance AI/LLM-powered tutoring features to improve student learning outcomes
• Increase mathematical reasoning accuracy, reliability, and consistency in AI responses
• Design and optimize prompts, reasoning workflows, and model pipelines for effective tutoring
• Develop evaluation frameworks to measure mathematical accuracy and tutoring quality
• Analyze AI failure cases systematically and implement improvements to enhance response quality
• Process and manage structured and unstructured mathematics datasets for AI training and validation
• Build validation mechanisms to minimize incorrect or misleading AI answers
• Support retrieval-augmented generation (RAG), knowledge retrieval, and model integration as needed
• Collaborate with mathematics specialists to translate teaching requirements into technical AI solutions
• Experiment with AI models, architectures, and prompting strategies to advance tutoring capabilities
• Support production deployment, monitor AI systems, and drive continuous model improvements

Preferred competencies and qualifications

• Mathematics tutoring or teaching experience
• Strong academic mathematics background or participation in mathematics competitions
• Experience with RAG, vector databases, and knowledge retrieval systems
• Familiarity with LLM evaluation frameworks and automated test pipelines
• Knowledge of agentic workflows and tool-using AI systems
• Experience with multimodal AI and optical character recognition (OCR)
• Background in EdTech products and educational AI applications
• Knowledge of the Singapore Primary Mathematics curriculum
• Experience with reasoning models or structured mathematical problem solving