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AI Application Development Engineer

8-10 Years
SGD 16,000 - 18,000 per month
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  • Posted 19 hours ago
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Job Description

  • Build intelligent applications on top of large language model APIs, covering Agent workflows, intelligent Q&A, automated report generation, and process automation assistants.
  • Design and implement RAG (Retrieval-Augmented Generation) pipelines, including text chunking strategies, Embedding management, vector store integration, and retrieval quality optimization.
  • Build AI Agents with tool-calling and function-calling capabilities to orchestrate complex multi-step business workflows such as merchant onboarding review, document verification, and compliance filing.
  • Write, evaluate, and optimize prompts to ensure stable, accurate, and business-relevant model outputs manage multi-turn conversation state and context memory to maintain coherence and reliability.
  • Package AI capabilities into reusable, versioned APIs or microservices, following microservices design principles.
  • Design the overall architecture of AI applications with service-oriented, modular, and multi-tenant characteristics to support the productization of AI capabilities across different business lines.
  • Build automated evaluation, monitoring, and alerting systems to continuously track model performance (accuracy, latency, cost), and iterate on core metrics such as risk control accuracy and human replacement rate.
  • Integrate with core backend business systems, complete interface integration and data pipeline setup with payment, risk control, and compliance platforms, ensuring financial-grade security and compliance requirements are met.
  • Ensure AI services maintain stability, scalability, and fault tolerance in regulated financial production environments.
  • Work closely with product, operations, and business teams to identify and refine AI implementation opportunities.

    What We're Looking For:
  • Bachelor's degree or above in Computer Science, Artificial Intelligence, or a related field 8+ years of software development experience, with at least 4 years in AI application engineering and production deployment fintech / payments industry background preferred.
  • Proficiency in Python, Java, Go, or Rust solid hands-on experience with microservices architecture, caching, databases, and message queues.
  • Strong system architecture design skills - able to design AI applications as service-oriented, modular, multi-tenant, and productizable systems, with thorough consideration of stability, observability, and cost control.
  • Deep practical knowledge of core LLM application technologies, including Prompt Engineering, RAG architecture design and optimization, Agent framework usage, and Function Calling / Tool Use mechanisms.
  • Understanding of business logic in cross-border payments, financial risk control, anti-fraud, and compliance review hands-on AI experience in financial / payment contexts is a plus.
  • Strong problem decomposition skills and cross-functional collaboration abilities capable of independently driving AI project delivery in a fast-paced environment.

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Job ID: 146965135

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