- Global Project Exposure
- High Paying Salary
- AI Project
You will work across the full AI product lifecycle, from agent workflow design and backend development to deployment, performance optimization, monitoring, and production support.
Responsibilities
- Collaborate with business stakeholders to understand requirements and translate them into AI-driven solutions.
- Design, build, and enhance AI agent workflows using existing frameworks and architectures.
- Develop and maintain backend services and APIs using Python and FastAPI.
- Integrate AI agents with internal data sources, databases, and external systems.
- Configure and adapt business logic, workflows, and data models to support multiple business teams and regions.
- Deploy, monitor, troubleshoot, and optimize AI applications in production environments.
- Implement testing strategies, including unit, integration, API, and performance testing.
- Improve system scalability and performance through caching, asynchronous processing, and latency optimization.
- Evaluate and enhance AI output quality, accuracy, explainability, and reliability.
- Monitor and mitigate hallucination risks while balancing response quality, performance, and cost.
- Work closely with frontend and cross-functional teams on API design and integration.
- Maintain observability and monitoring using modern logging and monitoring tools.
- 3+ years of experience in AI, machine learning, backend engineering, or a related field.
- Proven experience building and supporting production-grade applications.
- Strong Python development skills, including FastAPI and asynchronous programming.
- Hands-on experience with LangGraph and/or LangChain.
- Experience designing agent workflows, prompt engineering, and tool/function calling.
- Strong SQL skills, ideally with PostgreSQL, Databricks SQL, or similar platforms.
- Experience developing and integrating APIs.
- Good understanding of CI/CD pipelines, Docker, and production deployment practices.
- Experience with testing methodologies, including unit, integration, API, and performance testing.
- Knowledge of performance optimization, scalability, and distributed systems concepts.
- Experience with monitoring and observability tools such as Langfuse and Grafana.
- Ability to communicate in English and Chinese (Cantonese or Mandarin).
- Strong problem-solving skills and the ability to work effectively in a collaborative environment.
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