Senior / AI Perception Algorithm Engineer

BLACK SESAME TECHNOLOGIES (SINGAPORE) PTE. LTD.; Singapore; On-site; SGD 100,000 - 125,000; Full time

Job summary

A leading tech company in Singapore is looking for a skilled professional to develop deep learning-based perception algorithms and enhance computer vision systems. The ideal candidate will have a MS/Ph.D. in a relevant field and experience in algorithm development. Responsibilities include designing algorithms, exploring advancements in the field, and contributing to the company's intellectual property. Join us to drive innovative solutions in AI perception.

Qualifications

• Expertise in developing deep learning algorithms for computer vision tasks.
• Research experience in object detection, tracking, and depth estimation.

Responsibilities

• Design and implement algorithms for various vision tasks to enhance perception.
• Explore advancements in computer vision literature and contribute innovative ideas.
• Engage in patent publications and share research findings.

Skills

Deep learning-based perception algorithms

Algorithm development

Computer vision

Object detection

Stereo/optical flow/depth estimation

Mathematical optimization

Education

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

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.