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AI/ML Software Developer

3 weeks ago

Singapore beBeeSoftwareDeveloper Full time $120,000 - $180,000

We are seeking a talented software developer with a strong frontend focus to join our AI/ML development team. This role is designed to support our machine learning engineers and backend services by creating intuitive, powerful interfaces for debugging, monitoring, demonstration, and data management.

Key Responsibilities
  • Develop and maintain debugging interfaces for ML 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 management consoles for system administration and configuration.
  • 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.
Required Technical Skills and Qualifications
  • 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 HTTP 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.
  • Additional Technical Areas:
    • Experience with Docker for development environments.
    • Understanding of cloud platforms and deployment strategies.
    • Knowledge of monitoring and logging solutions integration.
    • Familiarity with CI/CD pipelines and automated testing.
    Qualifications and Requirements
    • 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.