computer vision engineer (EN)
ISCO 2511 · v1.2.1
Computer vision engineers research, design, develop, and train artificial intelligence algorithms and machine learning primitives that understand the content of digital images based on a large amount of data. They apply this understanding to solve different real-world problems such as security, autonomous driving, robotic manufacturing, digital image classification, medical image processing and diagnosis, etc.
Классификационные навыки не измеряют личное владение ими или будущие замещённые часы.
Исходные синонимы (EN)
- computer vision specialist
- computer vision project engineer
- computer vision applied scientist
- smart technics computer vision engineer
- computer vision expert
Навыки и знания
Essential (EN) · 32
- normalise data
- computer simulation
- conduct literature research
- utilise computer-aided software engineering tools
- interpret current data
- computer programming
- establish data processes
- execute analytical mathematical calculations
- apply statistical analysis techniques
- machine learning
- perform dimensionality reduction
- image recognition
- develop computer vision system
- data engineering
- handle data samples
- perform data cleansing
- scientific computing
- implement data quality processes
- digital twin technology
- develop software prototype
- statistics
- use software libraries
- integrated development environment software
- digital image processing
- manage data collection systems
- deliver visual presentation of data
- report analysis results
- Python (computer programming)
- define technical requirements
- principles of artificial intelligence
- data science
- develop data processing applications
Optional (EN) · 20
- mathematical modelling
- use markup languages
- debug software
- digital systems
- perform data mining
- conduct scholarly research
- define data quality criteria
- image formation
- conduct quantitative research
- resource description framework query language
- query languages
- computer graphics
- cognitive computing
- signal processing
- state estimation
- quantum computing
- deep learning
- conduct qualitative research
- create data models
- design user interface
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