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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in computer vision and machine learning, with a strong foundation in classical computer vision and hands-on experience in deep learning. Proficient in Python and familiar with frameworks like PyTorch and OpenCV, capable of building and optimizing scalable computer vision pipelines.
Highest-signal resume keywords
Computer VisionMachine LearningDeep LearningPython ProgrammingData Curation
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Computer VisionMachine LearningDeep LearningData CurationModel TrainingModel CustomizationPipeline OptimizationGeometric Vision SolutionsImage Processing3D Data Analysis
Soft Skills
TeamworkWritten CommunicationVerbal Communication
Tools & Technologies
PythonPyTorchOpenCV
Certifications & Qualifications
M.Sc. or Ph.D. in STEM+ Area
Industry Keywords
Computer VisionMachine LearningICV ML Domain
Tech Stack
Tools & technologiesPythonPyTorch
About the role
Key responsibilities & impact- Leverage hands-on experience in modeling to customize CV models
- Design and implement geometric vision solutions
- Assess effectiveness and accuracy of new data sources
- Apply expertise in images, video, 3D data for custom ML solutions
- Stay up-to-date with advancements in computer vision
- Enable new capabilities for Aicadium products in the ICV ML domain
- Collaborate with teams to develop innovative solutions
Requirements
What you’ll need- 3+ years of full-time experience in CV and ML
- Strong foundation in classical computer vision
- Hands-on experience with deep learning for CV
- Experience in data curation, model training, and customisation for real-world CV challenges
- Proven experience building, optimizing, and deploying scalable computer vision pipelines
- Excellent proficiency in Python for CV and ML
- Familiarity with common frameworks and libraries (e.g. PyTorch, OpenCV)
- Excellent teamwork spirit and written and verbal communication skills
- M.Sc. or Ph.D. in STEM+ area
- Applicants must already have the legal right to work in Singapore.
Benefits
Comp & perks- Health insurance
- Professional development opportunities
