Occupation Atlascomputer vision engineer
ESCO · http://data.europa.eu/esco/occupation/1c5a45b9-440e-4726-b565-16a952abd341
computer vision engineer
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.
Job Zone
- 1
- 2
- 3
- 4
- 5
Zone 4: Considerable Preparation Needed
Considerable preparation. Usually a bachelor's degree plus several years of work-related experience, knowledge, or training.
Job Zone is O*NET's rating of how much education, experience and training an occupation typically needs — a property of the work, not of anyone doing it.
Occupational interest profile
ICAInvestigative · Conventional · Artistic — the three strongest interests, in order
- I Investigative6.98
- C Conventional5.39
- A Artistic2.61
- R Realistic2.17
- E Enterprising1.71
- S Social1.66
RIASEC (Holland) interests on O*NET's 0–7 scale: what the work draws on, not what any individual prefers. Hover a row for what each dimension means.
Job Zone and interest data are borrowed from Data Scientists (15-2051.00): in the official ESCO–O*NET crosswalk, its close O*NET match, and the best-ranked match that has them. ESCO doesn't publish them directly.
Typically associated skills
Essential (32)
ESCO's essential and optional tags describe how its taxonomy relates a skill to this occupation. They are not the essential functions of a job under the ADA, which an employer determines for its own role.
- Python (computer programming)
- apply statistical analysis techniques
- computer programming
- computer simulation
- conduct literature research
- data engineering
- data science
- define technical requirements
- deliver visual presentation of data
- develop computer vision system
- develop data processing applications
- develop software prototype
- digital image processing
- digital twin technology
- establish data processes
- execute analytical mathematical calculations
- handle data samples
- image recognition
- implement data quality processes
- integrated development environment software
- interpret current data
- machine learning
- manage data collection systems
- normalise data
- perform data cleansing
- perform dimensionality reduction
- principles of artificial intelligence
- report analysis results
- scientific computing
- statistics
- use software libraries
- utilise computer-aided software engineering tools
Optional (20)
- cognitive computing
- computer graphics
- conduct qualitative research
- conduct quantitative research
- conduct scholarly research
- create data models
- debug software
- deep learning
- define data quality criteria
- design user interface
- digital systems
- image formation
- mathematical modelling
- perform data mining
- quantum computing
- query languages
- resource description framework query language
- signal processing
- state estimation
- use markup languages
O*NET equivalents
From the official ESCO–O*NET crosswalk, strongest match first. A broader occupation takes in this one; a narrower one is a part of it.
Closest occupations
Compare any occupation →ESCO occupations that share the most of this occupation's 32 essential skills. A plain count, not a hidden score.
data scientist
14 shared · 49 more of its owndevelop data processing applications, handle data samples, normalise data, implement data quality processes
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data analyst
11 shared · 25 more of its ownhandle data samples, normalise data, implement data quality processes, perform data cleansing
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microelectronics smart manufacturing engineer
9 shared · 52 more of its ownmachine learning, establish data processes, interpret current data, manage data collection systems
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artificial intelligence engineer
7 shared · 24 more of its ownprinciples of artificial intelligence, data science, deliver visual presentation of data, computer simulation
ESCO · Compare
digital games developer
6 shared · 13 more of its ownintegrated development environment software, use software libraries, develop software prototype, utilise computer-aided software engineering tools
ESCO · Compare
data quality specialist
6 shared · 14 more of its ownhandle data samples, normalise data, implement data quality processes, perform data cleansing
ESCO · Compare
software developer
6 shared · 18 more of its ownintegrated development environment software, use software libraries, develop software prototype, utilise computer-aided software engineering tools
ESCO · Compare
embedded systems software developer
5 shared · 11 more of its ownintegrated development environment software, use software libraries, develop software prototype, utilise computer-aided software engineering tools
ESCO · Compare
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This page includes information from the O*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under the CC BY 4.0 license; O*NET® is a trademark of USDOL/ETA. ESCO occupations and skills are from the European Commission's ESCO classification, and the occupation crosswalk is the official ESCO–O*NET mapping by the ESCO Secretariat with USDOL/ETA. This service uses the ESCO classification of the European Commission. BlissPoint Analytics has modified all or some of this information: skill, task and descriptor ratings are rounded to one decimal, and ESCO occupations show Job Zone and interests copied from a crosswalked O*NET occupation. USDOL/ETA has not approved, endorsed, or tested these modifications.