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Full Stack AI Engineer

Full Stack AI Engineer

cmc-apac private limited
3-5 Years
SGD 5,000 - 7,500 per month
Early Applicant
  • Posted 15 days ago
  • Be among the first 10 applicants

Job Description

Who This Role Is For

We are looking for a hands-on Software Engineer with strong AI engineering capabilities who can build production AI systems and work directly with the teams using them.

This role spans full-stack development, LLM applications, evaluation, observability, deployment, and customer-facing technical delivery.

Accessibility experience is not required, but you should be willing to develop expertise in digital accessibility and WCAG standards.

What You Will Do

  • Design, develop, and maintain high-quality features and services for product teams, ensuring accessibility and performance.
  • Develop full-stack features across frontend, backend, APIs, data, and AI systems.
  • Design and build production-grade applied AI-powered applications and developer tools.
  • Utilise CI/CD pipelines to ensure seamless, reliable, and high-quality deployments.
  • Develop and maintain technical documentation, including API specs, troubleshooting guides, and system architecture diagrams.
  • Translate customer feedback and production issues into reusable product improvements.
  • Work alongside Product Management to provide L1/L2 support to customers.
  • Work directly with teams on discovery, demos, Proof-of-Concepts, architecture discussions, onboarding, integrations, and troubleshooting.
  • Gain knowledge debugging and remediating WCAG accessibility issues on production websites.

What We're Looking For

  • Proven experience in designing and building scalable, reliable, and maintainable software systems.
  • Strong proficiency in modern software development (e.g., React.js, TypeScript, Node.js) and a deep understanding of browser architecture.
  • Build LLM workflows using:RAGTool callingStructured outputsAgentsHuman-in-the-loop patterns
  • Build evaluation pipelines using:Golden datasetsRegression testsDeterministic evaluatorsLLM-as-a-judge
  • Implement observability, monitoring, guardrails, fallbacks, and validation for reliable AI systems.
  • Balance model quality, latency, reliability, maintainability, and cost.
  • Maintain automated tests, CI/CD pipelines, and technical documentation.
  • Hands-on experience with quality engineering practices, including:Automated testing (unit, integration, E2E)Test automation frameworks
  • Solid grasp of CI/CD, infrastructure concepts, and agile engineering practices.
  • Strong troubleshooting and debugging skills, with an ability to analyze complex system behaviors and logs.
  • Excellent communication skills to explain technical trade-offs and quality standards to diverse stakeholders.

Nice to Haves

  • Docker, Infrastructure as Code, and Bash scripting knowledge.
  • Passion for building inclusive technology and a willingness to apply or develop expertise in WCAG 2.2 standards and assistive technologies.
  • Willingness to learn digital accessibility, including:Digital accessibility regulationsWeb Content Accessibility Guidelines (WCAG) 2.2 Level A and AA requirementsScreen readers such as VoiceOver, NVDA, and TalkBack
  • Experience writing code that meets accessibility standards such as the Web Content Accessibility Guidelines (WCAG).
  • Candidates with more than 3 years of relevant experience in software engineering may be considered for senior positions.

More Info

Job Type:
Industry:
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Key Skills

Infrastructure as Code

E2E test automation frameworks

Guardrails

Evaluation pipelines

CI/CD pipelines

Fallbacks

LLM workflows

Observability

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