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
1. Qualifications
- Bachelor's degree in Computer Science or a related field. Candidates with prior experience at companies in the Intelligent Traffic System (ITS) or Surveillance Camera sectors are highly preferred
- Knowledge: In-depth knowledge of Computer Vision & Deep Learning, with a strong focus on AI applications for traffic cameras.
2. Years of Experience
- A minimum of 5 years of experience in the field of Computer Vision & Deep Learning.
- Hands-on experience in deploying AI models on embedded hardware (e.g., IP Cameras, Embedded Systems).
3. Technical Skills
- Expert proficiency in C/C++ and Python.
- Experience with cross-compilers, Makefile, and CMake.
- Proficient in using AI frameworks: PyTorch, TensorFlow, ONNX.
- Solid understanding of AI algorithms and techniques: Object Detection, Object Tracking, Image Segmentation, Re-Identification, Action Recognition.
- Experience in model optimization for CPU/NPU/GPU, especially on specialized SoCs such as Ambarella, Mediatek, Novatek, SigmaStar, etc.
- Thorough understanding of the image & audio processing pipeline in cameras: ISP, RAW image data, video codecs (H.264/H.265/AV1), audio codecs (PCM/AAC), and video streams (RTSP/ONVIF/RTMP/HLS).
- Experience with large-scale image/video data processing and model training on GPU clusters or cloud platforms.
- Experience in building and managing datasets, including collection, labeling, augmentation, and version control.
- Knowledge of standards and legal regulations related to traffic cameras and data privacy.
4. Soft Skills
- Working proficiency in English.
- Strong ability to analyze and solve complex problems, and perform effectively under high pressure.
- Excellent teamwork skills with the ability to collaborate effectively with hardware, firmware, and backend teams.
- Proactive in researching and staying up-to-date with new AI technologies.
- Strong technical communication skills with the ability to mentor junior and mid-level team members.
5. Other Requirements (Preferred)
- Experience with ANPR/LPR (Automatic Number-Plate Recognition) for Vietnamese license plates or similar markets.
- Experience in multi-camera tracking, people/vehicle counting, and face recognition.
- Familiarity with MLOps practices for managing the end-to-end AI model lifecycle.
- Experience in deploying 24/7 real-time systems.
QUYỀN LỢI
Competitive Income & Attractive Benefits:
- A competitive salary based on your skills and experience.
- 13th-month salary and other bonuses.
- Full statutory insurance coverage (Social, Health, Unemployment) in accordance with labor laws.
- Premium FPT Care health insurance package for employees, providing peace of mind.
Career Growth & Work Environment:
- Culture of Empowerment: You will have full autonomy to propose, improve, and make decisions on professional matters within your team.
- Work directly on cutting-edge technology products with millions of users.
- A clear career development path to higher-level management positions.
- A young, dynamic work environment that respects diversity and prioritizes efficiency at one of Vietnam's leading technology corporations.
Note: FPT Telecom does not charge any fees during the recruitment process.
THÔNG TIN THAM KHẢO
NƠI LÀM VIỆC
- Tòa Detech Tower 2, số 107 Nguyễn Phong Sắc, Cầu Giấy, Hà Nội
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