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.
- A 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
NƠI LÀM VIỆC
- Tòa Detech Tower 2, số 107 Nguyễn Phong Sắc, Cầu Giấy, Hà Nội
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