استخدام Computer Vision Engineer (دورکاری)
شرح موقعیت شغلی
Job Description:
We are looking for a highly skilled Computer Vision Engineer passionate about video and image processing. You'll drive the design and implementation of efficient computer vision algorithms, encompassing tasks like model training, optimization, deployment, and applications in image/video processing. You’ll have expertise in Video Analysis, Classification, Deep Learning, data pipelines, and the machine learning life cycle.
Responsibilities:
- Develop and implement advanced algorithms for video analysis and classification using cutting-edge computer vision techniques.
- Optimize deep neural networks and the associated preprocessing/postprocessing code to run efficiently on servers, edge devices, or specific hardware.
- Reading and implementing state-of-the-art deep learning models from papers regarding object detection, action recognition, and optical character analysis (OCR).
- Architect and maintain robust data pipelines for seamless data flow and efficient processing of visual data.
- Collaborate closely with interdisciplinary teams to integrate computer vision solutions into innovative products and systems.
Requirements:
- Expertise with Python development and relevant machine learning and analytical libraries
- Experience in large-scale backend systems with ML and CV components
- Proficiency in popular deep learning frameworks, such as TensorFlow, or PyTorch.
- Industry experience working with and deploying computer vision models for object detection, tracking, optical character recognition (OCR), segmentation, and classification.
- Strong knowledge in the state-of-the-art computer vision models with experience designing custom architectures
- Strong understanding of data pipelines, data preprocessing, and feature engineering techniques.
- Experience with real-time video processing.
- Knowledge of containerization technologies (e.g., Docker, Kubernetes) and distributed computing.
- Experience in MLOps
- Knowledge in cutting-edge computer vision and deep learning technologies and following the most recent research advances.
- Strong communication skills: Ability to convey ideas clearly and concisely, fostering effective collaboration within a team.
- Collaborative teamwork, critical thinking, and adaptability: Demonstrated ability to work seamlessly with others, think critically, and adapt to evolving situations in a dynamic work environment.
مهارتهای مورد نیاز
- یادگیری ماشین
- Python
- tensorflow
حداقل سابقه کار
- سه تا شش سال
حقوق
- حقوق از ۵۰,۰۰۰,۰۰۰ تومان
جنسیت
- مهم نیست
وضعیت نظام وظیفه
- مهم نیست