Engineer, AI Perception Algorithm

BLACK SESAME TECHNOLOGIES (SINGAPORE) PTE. LTD.; Singapore; On-site; SGD 80,000 - 100,000; Full time

Job summary

A leading AI solutions company in Singapore is seeking a deep learning engineer to develop state-of-the-art perception algorithms. The role requires expertise in computer vision and mathematics, along with a strong academic background (MS/Ph.D.). Responsibilities include designing advanced algorithms, exploring new technologies, and contributing to research publications.

Qualifications

• Advanced degree in relevant field is required.
• Experience in research and development is crucial.
• Expertise in algorithm development and optimization is necessary.

Responsibilities

• Design and implement algorithms for vision tasks.
• Explore advancements in computer vision literature.
• Contribute to patents and research papers.

Skills

Deep network development

Object detection and tracking

Stereo/optical flow/depth estimation

Multi-view geometry and 3D computer vision

Mathematical optimization

Education

MS/Ph.D. in computer science, electrical engineering, or equivalent

Job description

Position Overview

In this role, you will be responsible for developing cutting-edge deep learning-based perception algorithms and advancing the state-of-the-art in computer vision. Your expertise in algorithm development and optimization will contribute to our mission of delivering innovative solutions in the field of AI perception.

Responsibilities

• Design and implement advanced algorithms for various vision tasks, including object detection, lane detection, segmentation, and depth estimation. Enhance the accuracy and robustness of our perception systems.
• Continuously explore the latest advancements in computer vision literature. Bring innovative ideas to the team and contribute to the evolution of our perception algorithms.
• Contribute to our intellectual property portfolio by publishing patents and research papers. Share findings and insights with the scientific community to establish our leadership in AI perception.

Qualification / Requirements

• MS/Ph.D. in computer science, electrical engineering, or equivalent.
• Research and development experience in one or more of the following areas:
• Deep network development, particularly with visual data.
• Object detection and tracking.
• Stereo/optical flow/depth estimation.
• Multi-view geometry and 3D computer vision.
• Structure from motion.
• Network compression and optimization.
• Network-based sensor fusion.
• Mathematical optimization.