We are seeking a talented and motivated Research Engineer to join our team focused on developing cutting-edge AI models for vision inspection. This role involves leveraging state-of-the-art computer vision and machine learning techniques to solve complex manufacturing inspection challenges.
Responsibilities:
-Design, develop, and optimize AI models for image-based vision inspection tasks.
-Implement and fine-tune state-of-the-art models such as YOLO, Yolact, DeepLabV3, Vision Transformers, and others.
-Develop and maintain Python-based pipelines for data preprocessing, model training, and evaluation.
-Research and implement innovative algorithms to improve model accuracy and efficiency.
-Collaborate with cross-functional teams to understand project requirements and deliver high-quality integrated solutions.
-Document research findings, experimental results, and software implementations.
-Stay updated with the latest advancements in AI and computer vision technologies.
Job Requirements:
-Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field.
-At least 3 years of experience
-Strong proficiency in Python programming.
-Expertise in deep learning frameworks like PyTorch (mandatory) and TensorFlow (preferred).
-Hands-on experience with computer vision models, including YOLO, Yolact, DeepLabV3, Vision Transformers, etc.
-Familiarity with image processing techniques and libraries such as OpenCV.
-Strong problem-solving and analytical skills.
-Strong communication and excellent writing skills
-Have a strong work ethic, and able to work on own initiative.
-Team player, communicate efficiently, be flexible and details oriented.
The above eligibility criteria are not exhaustive. A*STAR may include additional selection criteria based on its prevailing recruitment policies. These policies may be amended from time to time without notice. We regret that only shortlisted candidates will be notified.
