Frontend AI Engineer for Semiconductors & Dashboards

PatSnap; Singapore; On-site; SGD 90,000 - 120,000; Full time

Job summary

PatSnap in Singapore is seeking a frontend/full-stack engineer to design AI Agent frontend architecture and build modules including AI chat, knowledge base search, data visualization and workflow orchestration.

You will integrate LLMs, retrieval and AI Skill APIs, implement streaming responses and long-content rendering for AI scenarios; collaborate with global teams and own frontend deployment, CI/CD and monitoring to ensure stable online operation.

Qualifications

• Bachelor's degree in Computer Science, Software Engineering, or related fields.
• 3+ years of full-stack development experience and strong frontend engineering capability.
• Proficient in React or Vue, TypeScript, state management, responsive design, and modern frontend development practices.
• Experience building complex data visualizations using libraries such as ECharts, AntV, D3.js, or similar frameworks.
• Proficient in Python and experienced with backend development using FastAPI (or similar frameworks) for building RESTful APIs and AI application services.
• Experience with Node.js and/or Java (Spring Boot) for backend service development is a plus, with the ability to design, develop, and debug RESTful APIs.
• Experience with relational databases (e.g., MySQL or PostgreSQL), API integration, and backend service architecture.
• Familiar with real-time communication technologies such as Server-Sent Events (SSE), WebSocket, or streaming APIs, especially for AI chat, agent workflows, and long-running inference tasks.
• Proficient with Git, frontend build tools, deployment workflows, and CI/CD practices.
• Strong problem-solving skills and the ability to translate business requirements into scalable technical solutions.
• Good communication skills for cross-regional collaboration and the ability to read English technical documentation and fluent in English.

Responsibilities

• Develop frontend architecture for AI Agent based on mainstream frameworks, build modules including AI chat, knowledge base search, data visualization, workflow orchestration and auto AI report preview.
• Integrate LLM, retrieval and customized AI Skill APIs, implement streaming response, long-content rendering and professional interaction logic for AI scenarios.
• Build lightweight backend services with Node.js, develop APIs and conduct database access to complete full-link joint debugging independently.
• Develop visualization dashboards for semiconductor parameters, process curves and benchmark data; support filtering, batch export and drag operations.
• Standardize frontend components, optimize loading performance, large-data rendering and code maintainability.
• Cooperate with global cross-functional teams to iterate features, fix online issues and match industrial workflow requirements.
• Manage frontend deployment, CI/CD and monitoring to guarantee stable online operation.

Skills

React or Vue

TypeScript

State management

Responsive design

ECharts

AntV

D3.js

Python

FastAPI

Node.js

Java/Spring Boot

MySQL

PostgreSQL

RESTful APIs

SSE/WebSocket

Git

Education

Bachelor's degree in Computer Science, Software Engineering, or related field

Tools

FastAPI

Spring Boot

Git

CI/CD

WebSocket

SSE

MySQL

PostgreSQL

Job description

PatSnap in Singapore is seeking a frontend/full-stack engineer to design AI Agent frontend architecture and build modules including AI chat, knowledge base search, data visualization and workflow orchestration.

You will integrate LLMs, retrieval and AI Skill APIs, implement streaming responses and long-content rendering for AI scenarios; collaborate with global teams and own frontend deployment, CI/CD and monitoring to ensure stable online operation.