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.
Skills Required
- 3+ years of full-time experience in computer vision and machine learning
- Strong foundation in classical computer vision, including multi-view geometry, camera models and calibration, epipolar geometry, and image processing
- Hands-on experience with deep learning for object detection, object tracking, semantic and instance segmentation, and visual embeddings
- Experience in data curation, model training, and model customization for real-world computer vision challenges
- Experience building, optimizing, and deploying scalable, production-grade computer vision pipelines
- Excellent proficiency in Python for computer vision and machine learning
- Familiarity with PyTorch and OpenCV
- Strong analytical and practical problem-solving skills
- Excellent written and verbal communication skills and ability to collaborate effectively
- M.Sc. or Ph.D. in a STEM-related field
- Legal right to work in Singapore
- 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 computer vision or machine learning
What We Do
Aicadium is a global technology company delivering AI-powered industrial computer vision products into the hands of enterprises. With offices in Singapore and San Diego, California, and an international team of data scientists, engineers, and business strategists, Aicadium is operationalizing AI within organizations where machine learning innovations were previously out of reach. Aicadium View is a computer vision AI product family that uses cameras to detect visuals, objects, and actions in videos and images to provide workplace insights that create better products and safer, more productive industrial environments. Applications for workplace safety, productivity, asset inspection, and more are positively impacting our customers' businesses, improving the well-being of their employees, and helping to ensure a brighter future for generations to come.
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