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AI AGENT ENGINEER (COMPUTER VISION)

Toàn thời gian Hà Nội
Thông tin công việc
CHI TIẾT CÔNG VIỆC

As an AI Expert for our Intelligent Traffic Systems, you will be the chief architect of the core technology that powers our next-generation ITS cameras. Your mission will include:

  • Core Algorithm Architecture: Lead the R&D, design, and development of specialized Computer Vision models for our Intelligent Traffic Camera platform, including:
    • Vehicle Detection & Classification (cars, motorcycles, trucks, buses, etc.).
    • High-accuracy Automatic Number Plate Recognition (ANPR/LPR).
    • Multi-lane and Multi-camera Vehicle Tracking.
    • Behavior Analysis & Violation Detection (e.g., red-light running, lane violations, speeding).
  • Peak Performance Optimization: Directly improve and optimize AI models to achieve maximum performance (accuracy, inference speed) for deployment on embedded hardware (IP Cameras, Edge Computing Boxes).
  • Field Deployment & Integration: Collaborate closely with Firmware and Backend teams to integrate, test, and deploy solutions at scale, ensuring 24/7 stable operation in real-world traffic environments.
  • Technical Leadership & Mentorship: Act as a subject-matter expert, driving the technology roadmap, sharing knowledge, and mentoring other AI engineers within the team.
YÊU CẦU CÔNG VIỆC
  • Bachelor's degree or higher in Computer Science, Engineering, or a related field.
  • Expertise in Intelligent Traffic Systems (ITS): A minimum of 5 years of hands-on experience in Computer Vision, with proven experience developing AI models for ITS or Surveillance Camera systems.
  • Mastery of Edge AI Deployment: In-depth experience in optimizing and deploying AI models on embedded systems/cameras, especially on specialized SoCs (Ambarella, Mediatek, Novatek, SigmaStar, etc.).
  • Proficiency in Core Technologies:
    • Strong command of AI frameworks like PyTorch, TensorFlow, and model porting tools like ONNX/TensorRT.
    • High proficiency in C/C++ and Python in a Linux environment.
    • Experience with cross-compilers, Makefiles, and CMake.
  • Deep Understanding of Video Pipelines: Solid knowledge of the image processing and video streaming pipeline on cameras (ISP, raw image, H.264/H.265 codecs, RTSP/ONVIF)

Preferred Qualifications (Strong Pluses)

  • Extensive experience with ANPR/LPR for Vietnamese license plates.
  • Experience developing systems for behavior analysis and traffic incident detection (accidents, congestion, illegal parking).
  • Knowledge of MLOps for building efficient and automated AI model lifecycle management pipelines.
  • Experience with large-scale multi-camera tracking systems.
  • Ph.D. in Computer Vision or a related field is a significant advantage.
  • Excellent communication skills in English, with the ability to read and research technical documentation effectively.
QUYỀN LỢI
  • Breakthrough Compensation: A highly competitive compensation package, commensurate with your role and expertise as an industry expert (open for negotiation). Includes salary, performance bonuses, and project-based incentives.
  • Challenge and Impact: The opportunity to solve the most complex AI challenges in the transportation industry and create products that directly impact public safety and efficiency. You will be a key architect of our core technology.
  • Autonomy and Creativity: Be empowered with technical decision-making authority, access to the latest technologies, and the freedom to experiment with groundbreaking ideas.
  • Environment and Colleagues: Work alongside a team of talented and passionate engineers and experts in a professional, open, and respectful environment.
  • Comprehensive Benefits: Premium health insurance package, annual company trips, and other comprehensive perks.
THÔNG TIN THAM KHẢO
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