Lead Developer for Computer Vision and AI Systems

7 days ago

Singapore beBeeSoftware Full time $150,000 - $200,000

Job Title: Lead Developer for Computer Vision and AI Systems

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We are developing a cutting-edge platform for next-generation computer vision development, powered by artificial intelligence agents. These agents automate data curation, model tuning, and deployment, thereby accelerating the delivery of real-world AI systems.

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About the Position:

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This is a pivotal role in designing, building, and shipping a production-grade Computer Vision platform that utilizes AI agents to drive scalable automation in machine learning workflows.

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Key Responsibilities:

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  • Design and implement large-scale agent-driven systems to automate complex Computer Vision MLOps workflows">
  • Develop robust APIs and backend services that enable agent orchestration, memory management, and cross-component communication">
  • Integrate vector databases, data quality validation, and semantic search to power intelligent agent behavior">
  • Owning the end-to-end software lifecycle: from development to testing, CI/CD automation, and cloud deployment">
  • Build for reliability and maintainability: logging, monitoring, and exception handling are essential design considerations">
  • Optimize performance and cost in storage and compute, particularly for vision-specific workloads">
  • Collaborate with researchers and domain experts to translate cutting-edge ideas into practical, deployable solutions">
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Must-Have Skills:

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  • At least 8 years of hands-on experience in software engineering, with a minimum of 2-3 years working with AI/ML systems">
  • Strong proficiency in Python development, including writing testable, production-grade code">
  • Proven experience with:">
    • Implementing and deploying CI/CD pipelines for ML systems">
    • Containerization and orchestration (Docker, Kubernetes)">
    • Cloud infrastructure (AWS, GCP, or Azure)">
    • API development using frameworks like FastAPI or Flask">
    • Database technologies: SQL/NoSQL and vector databases (e.g., FAISS, Weaviate)">
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  • Familiarity with AI agent frameworks such as LangChain, AutoGen, CrewAI">
  • Thorough understanding of Computer Vision workflows, including image classification, detection, and tracking">
  • Proficient in software engineering best practices: version control, code reviews, documentation, modular design">
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Requirements:

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  • Bachelor's degree in Computer Science or related field">
  • Excellent problem-solving skills and ability to work independently">
  • Strong communication and teamwork skills">
  • Experience with agile development methodologies and tools">
  • Knowledge of modern web development technologies and frameworks">
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Preferred Qualifications:

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  • Master's degree in Computer Science or related field">
  • Experience with machine learning and deep learning concepts and techniques">
  • Familiarity with containerization and orchestration tools">
  • Knowledge of cloud-based platforms and services">
  • Experience with API development and testing">
  • Knowledge of database technologies and schema design">

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