@sparring/tech-roles-library
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Comprehensive tech roles and competencies library for 78 technical roles with 9 career levels each. Includes detailed competencies and career progression paths with complete bilingual support (EN/ES).
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{
"role": "Computer Vision Engineer",
"category": "AI/ML",
"levels": {
"CVE-L1": {
"level": "L1 - CV Trainee",
"levelNumber": 1,
"yearsRange": {
"min": 0,
"max": 1
},
"coreCompetencies": [
"Basic knowledge of image processing",
"Elementary understanding of computer vision",
"Ability to use basic CV libraries",
"Basic knowledge of filters and transformations",
"Capability for simple object detection",
"Understanding of basic segmentation",
"Documentation of vision pipelines",
"Elementary knowledge of image datasets"
],
"complementaryCompetencies": [
"Familiarity with basic OpenCV",
"Knowledge of image annotation",
"Understanding of CV evaluation metrics"
],
"indicators": [
"Requires constant supervision",
"Implements simple CV algorithms",
"Is learning computer vision"
]
},
"CVE-L2": {
"level": "L2 - Junior CV Engineer",
"levelNumber": 2,
"yearsRange": {
"min": 1,
"max": 2
},
"coreCompetencies": [
"Capability to implement CNNs for classification",
"Implementation of object detection models",
"Practical knowledge of augmentation techniques",
"Ability for transfer learning",
"Understanding of semantic segmentation",
"Capability for basic face recognition",
"Knowledge of video processing",
"Ability for OCR implementation"
],
"complementaryCompetencies": [
"Development of pose estimation",
"Basic knowledge of 3D vision",
"Understanding of image generation"
],
"indicators": [
"Develops CV solutions with supervision",
"Implements pre-trained models",
"Optimizes vision pipelines"
]
},
"CVE-L3": {
"level": "L3 - CV Engineer",
"levelNumber": 3,
"yearsRange": {
"min": 2,
"max": 3
},
"coreCompetencies": [
"Design of complex vision architectures",
"Implementation of instance segmentation",
"Mastery of multi-object tracking",
"Capability for 3D reconstruction",
"Ability for basic SLAM",
"Deep knowledge of neural architectures",
"Implementation of real-time vision",
"Design of edge vision systems"
],
"complementaryCompetencies": [
"Knowledge of NeRF and 3D learning",
"Ability for medical imaging",
"Understanding of autonomous vision"
],
"indicators": [
"Leads computer vision projects",
"Designs end-to-end vision systems",
"Mentors CV engineers"
]
},
"CVE-L4": {
"level": "L4 - Senior CV Engineer",
"levelNumber": 4,
"yearsRange": {
"min": 3,
"max": 5
},
"coreCompetencies": [
"Architecture of vision platforms",
"Design of scalable vision systems",
"Implementation of multimodal learning",
"Mastery of 3D deep learning",
"Capability for vision-language models",
"Deep knowledge of geometric CV",
"Ability for synthetic data generation",
"Leadership in vision research"
],
"complementaryCompetencies": [
"Experience in robotic vision",
"Knowledge of computational photography",
"Implementation of neural rendering"
],
"indicators": [
"Defines computer vision strategy",
"Leads vision teams",
"Is a reference in CV research"
]
},
"CVE-L5": {
"level": "L5 - Lead CV Engineer",
"levelNumber": 5,
"yearsRange": {
"min": 5,
"max": 7
},
"coreCompetencies": [
"Technical leadership in computer vision",
"Design of enterprise vision programs",
"Management of CV engineering teams",
"Definition of vision strategy",
"Capability for CV productization",
"Implementation of vision platforms",
"Mastery of ethical CV",
"Evangelization of visual AI"
],
"complementaryCompetencies": [
"Experience in AR/VR vision",
"Knowledge of satellite imagery",
"Management of massive vision datasets"
],
"indicators": [
"Manages computer vision teams",
"Defines enterprise visual AI vision",
"Represents CV to stakeholders"
]
},
"CVE-L6": {
"level": "L6 - Principal CV Engineer",
"levelNumber": 6,
"yearsRange": {
"min": 7,
"max": 10
},
"coreCompetencies": [
"Direction of organizational computer vision",
"Strategy for visual intelligence",
"Management of vision R&D investments",
"Definition of perception strategy",
"Leadership in vision transformation",
"Implementation of autonomous perception",
"Innovation in vision paradigms",
"Management of global vision initiatives"
],
"complementaryCompetencies": [
"Experience in defense/security vision",
"Knowledge of regulatory CV",
"Leadership in vision standards"
],
"indicators": [
"Directs CV department (20+ people)",
"Participates in AI strategy",
"Defines visual AI investments"
]
},
"CVE-L7": {
"level": "L7 - Director Computer Vision",
"levelNumber": 7,
"yearsRange": {
"min": 10,
"max": 12
},
"coreCompetencies": [
"Executive leadership in visual intelligence",
"Design of global vision strategies",
"Transformation via computer vision",
"Management of CV at Fortune 500 scale",
"Creation of new visual paradigms",
"Definition of the future of machine perception",
"Evangelization of vision at board level",
"Influence on visual AI industry"
],
"complementaryCompetencies": [
"Management of vision in autonomous vehicles",
"Experience in vision unicorns",
"Leadership in CV consortiums"
],
"indicators": [
"Reports to CTO/Head of AI",
"Manages vision organization (50+ people)",
"Defines corporate perception strategy"
]
},
"CVE-L8": {
"level": "L8 - VP Computer Vision",
"levelNumber": 8,
"yearsRange": {
"min": 12,
"max": 15
},
"coreCompetencies": [
"Strategic vision of omni-perception",
"Leadership in artificial vision revolution",
"Creation of perfect perception paradigms",
"Management of planetary vision",
"Disruptive innovation in conscious vision",
"Definition of universal seeing",
"Evangelization of visual singularity",
"Influence on the future of perception"
],
"complementaryCompetencies": [
"Experience as Head of Vision in tech giants",
"Advisory in CV startups",
"Thought leadership in visual AI"
],
"indicators": [
"Is part of AI leadership",
"Defines the future of computer vision",
"Is world leader in visual intelligence"
]
},
"CVE-L9": {
"level": "L9 - Chief Vision Officer",
"levelNumber": 9,
"yearsRange": {
"min": 15,
"max": null
},
"coreCompetencies": [
"Visionary leadership in the future of artificial perception",
"Transformation of reality via vision",
"Creation of omni-vision paradigms",
"Definition of conscious perception",
"Innovation in biological vision",
"Evangelization of universal sight",
"Architect of total visual reality",
"Influence on the evolution of seeing and understanding"
],
"complementaryCompetencies": [
"Creator of computer vision revolutions",
"Recognition as visual AI pioneer",
"Influence on the future of perception"
],
"indicators": [
"Is legendary Chief Vision Officer",
"Defines the future of artificial vision",
"Is world authority on computer vision"
]
}
}
}