2 месяца назад
AI Algorithm Engineer (Computer Vision)
Вакансия из Hirify Global, списка международных tech-компанийДля мэтча и отклика нужен Plus
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Algorithm Engineer (Computer Vision) (Autonomous Vehicles): Developing large-scale perception systems that process camera and automotive sensor data to detect, classify, and track objects in complex driving environments with an accent on deep learning, computer vision, and production-scale model deployment. Focus on optimizing perception models, analyzing edge cases and failure modes, and building scalable training, validation, and evaluation methodologies.
Location: Beijing, China; on-site
Company
develops technologies for autonomous vehicles, including advanced perception systems and machine learning algorithms.
What you will do
- Develop and improve deep learning models for object detection, tracking, and semantic segmentation.
- Train and evaluate machine learning models using large-scale driving datasets.
- Optimize perception models for performance, accuracy, and robustness across diverse driving scenarios.
- Analyze edge cases and failure modes to improve perception performance.
- Implement scalable training, validation, and evaluation methodologies.
- Collaborate with research, software, and system engineering teams to deploy production-scale perception models.
Requirements
- Ph.D. or M.S. in Computer Science, Electronic Engineering, or a related field.
- Outstanding coding and algorithm skills with Python and C/C++.
- Hands-on experience building product-quality computer vision, deep learning, and general AI technologies.
- Intensive experience with at least one deep learning framework, such as PyTorch or TensorFlow.
- Strong oral and written communication in Mandarin and English.
- Motivation to learn diverse AI technologies, including CNNs, GNNs, transformers, detection, segmentation, LLMs, and AGI.
Culture & Benefits
- Work as part of the Perception team in the China R&D Center.
- Collaborate across research, software, and system engineering functions.
- Participate in developing AI systems for autonomous driving.
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