Computer Vision Scientist

Aicadium is searching for a CV Scientist who is passionate about AI & Machine Learning in the computer vision space, to join our team and help lead Aicadium into new growth areas.

We seek high-energy team members with a positive attitude and a continual drive to learn and grow both professionally and personally.

Responsibilities

- Leverage hands-on experience in modeling to use, improve, fine-tune, and customise computer vision (CV) models, spanning both deep learning approaches (e.g. object detection, tracking, segmentation, visual embeddings) and classical techniques (e.g. multi-view geometry, camera calibration, feature extraction and matching).

- Design and implement geometric vision solutions where deep learning alone is insufficient — including 3D reconstruction, pose estimation, stereo vision, and structure-from-motion.

- Assess the effectiveness and accuracy of new data sources and data-gathering techniques. Apply expertise in working with images, video, 3D data, and sensor fusion for custom ML solutions.

- Stay up-to-date with the latest advancements and SOTA in computer vision.

- Enable new capabilities for Aicadium products and tools in the industrial computer vision (ICV) ML domain.

- Collaborate with cross-functional teams to develop innovative solutions.

- Address unsolved problems in ICV.

Required skills and experience

- Strong foundation in classical computer vision, including multi-view geometry, camera models and calibration, epipolar geometry, and image processing fundamentals.

- Hands-on experience with deep learning for CV, including object detection, object tracking, semantic/instance segmentation, and the use of visual embeddings for retrieval or matching tasks.

- Experience in data curation, model training, and customisation for solving real-world CV challenges.

- Proven experience building, optimizing, and deploying scalable, production-grade computer vision pipelines.

- Excellent proficiency in Python for CV and ML, and familiarity with common frameworks and libraries (e.g. PyTorch, OpenCV).

- 3+ years of full-time experience in CV and ML.

- Strong analytical and practical problem-solving skills.

- Excellent teamwork spirit and written and verbal communication skills.

- A drive to learn and master new technologies and techniques.

- Ability to work independently and with team members from different backgrounds.

- M.Sc. or Ph.D. in STEM+ area.

- Applicants must already have the legal right to work in Singapore. We are unable to provide work pass sponsorship for this position.

Good to have

- Experience with multimodal models and vision-language modeling.

- Exposure to VR/AR applications or multimodal data pipelines.

- Familiarity with SLAM, visual odometry, or real-time 3D perception systems.

- Strong work and publication record in the CV/ML domain.