Software Developer

2 days ago

Singapore beBeeArtificialintelligence Full time

AI/ML Interface Development Specialist

We are seeking a highly skilled AI/ML interface developer to support our team. This role is designed to create powerful, user-friendly interfaces for debugging, monitoring, demonstration, and data management.

Main Responsibilities

  • Frontend Development:
    • Develop intuitive debugging interfaces for machine learning model development and experimentation
    • Create monitoring dashboards and observability tools for production AI services
    • Build demonstration interfaces and interactive prototypes for AI/ML capabilities
    • Design and implement system administration and configuration consoles
    • Develop data collection interfaces and visualization dashboards
    • Customize annotation tools and data labeling interfaces for ML training datasets
    • Build user-friendly frontends for complex backend services and APIs
  • Full-Stack Support:
    • Collaborate closely with AI engineers to understand requirements and translate them into intuitive interfaces
    • Integrate frontend applications with existing Python-based backend services
    • Assist in backend development tasks when workload permits
    • Support DevOps team with development tasks and tooling improvements

Required Skills

  • Frontend Technologies:
    • Expert proficiency in TypeScript and JavaScript (ES6+)
    • Strong experience with React and modern React patterns (Hooks, Context, etc.)
    • Proficiency in Next.js framework for production applications
    • Familiarity with frontend build tools and bundlers (Webpack, Vite, etc.)
  • Integration & API Skills:
    • Experience with RESTful API integration and client libraries
    • Understanding of WebSocket connections for real-time data
    • Knowledge of data fetching patterns and caching strategies
    • Experience with API documentation tools (Swagger/OpenAPI)
  • Development Tools & Practices:
    • Proficiency with Git version control and collaborative development workflows
    • Experience with modern development environments and tooling
    • Understanding of testing frameworks for frontend applications
    • Knowledge of performance optimization techniques for web applications
  • Backend Development:
    • Basic Python development capabilities
    • Understanding of backend service architecture and API design
    • Familiarity with web frameworks like FastAPI or Flask
    • Knowledge of database integration and data modeling concepts
  • Data & Analytics:
    • Experience with Python data analysis libraries (pandas, numpy)
    • Familiarity with data visualization libraries (matplotlib, plotly, D3.js)
    • Understanding of data processing pipelines and ETL concepts
    • Experience with Jupyter Notebooks for data exploration
  • AI/ML Tools Integration:
    • Experience building interfaces for ML model deployment and monitoring
    • Understanding of ML experiment tracking tools (MLflow, Weights & Biases, etc.)
    • Familiarity with data annotation and labeling workflows
    • Knowledge of model versioning and A/B testing interfaces

Qualifications

  • Bachelor's degree in Computer Science, Engineering, or related field
  • 3+ years of experience in frontend development with modern JavaScript frameworks
  • Strong problem-solving skills and attention to detail
  • Excellent communication skills and ability to work collaboratively with technical teams
  • Experience working in fast-paced, iterative development environments
  • Passion for creating user-friendly interfaces for complex technical systems

Affinity for Data Visualization
Python Development
Web Applications
Machine Learning

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