@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": "Edge AI Engineer",
"category": "AI/ML",
"levels": {
"EDGE-L1": {
"level": "L1 - Edge AI Engineer Trainee",
"levelNumber": 1,
"yearsRange": {
"min": 0,
"max": 1
},
"coreCompetencies": [
"Basic knowledge of edge AI",
"Elementary understanding of fundamentals",
"Ability to perform simple tasks",
"Basic knowledge of tools",
"Ability to work with supervision",
"Understanding of core concepts",
"Basic documentation",
"Elementary knowledge of best practices"
],
"complementaryCompetencies": [
"Familiarity with basic frameworks",
"Knowledge of standard tools",
"Elementary understanding of cloud"
],
"indicators": [
"Requires constant supervision",
"Executes basic tasks with guidance",
"Learning edge AI"
]
},
"EDGE-L2": {
"level": "L2 - Junior Edge AI Engineer",
"levelNumber": 2,
"yearsRange": {
"min": 1,
"max": 2
},
"coreCompetencies": [
"Ability to implement basic edge AI solutions",
"Implementation of standard techniques",
"Practical knowledge of frameworks",
"Ability to solve typical problems",
"Understanding of pipelines",
"Basic deployment ability",
"Knowledge of testing",
"Ability to document"
],
"complementaryCompetencies": [
"Knowledge of emerging technologies",
"Ability to integrate",
"Understanding of automation"
],
"indicators": [
"Develops edge AI solutions with supervision",
"Implements complete features",
"Optimizes basic processes"
]
},
"EDGE-L3": {
"level": "L3 - Edge AI Engineer",
"levelNumber": 3,
"yearsRange": {
"min": 2,
"max": 3
},
"coreCompetencies": [
"Design of end-to-end edge AI solutions",
"Implementation of complex systems",
"Mastery of technology stack",
"Advanced optimization ability",
"Ability to design architecture",
"Deep knowledge of best practices",
"Implementation of monitoring",
"Ability to mentor"
],
"complementaryCompetencies": [
"Knowledge of advanced techniques",
"Ability to innovate",
"Understanding of research"
],
"indicators": [
"Leads edge AI projects",
"Designs complete architectures",
"Mentors junior engineers"
]
},
"EDGE-L4": {
"level": "L4 - Senior Edge AI Engineer",
"levelNumber": 4,
"yearsRange": {
"min": 3,
"max": 5
},
"coreCompetencies": [
"Architecture of scalable edge AI platforms",
"Design of technical strategies",
"Implementation of enterprise systems",
"Mastery of optimization at scale",
"Technical leadership ability",
"Deep knowledge of advanced patterns",
"Ability to perform strategic planning",
"Leadership in transformation"
],
"complementaryCompetencies": [
"Experience in distributed systems",
"Knowledge of cutting-edge tech",
"Implementation of innovation"
],
"indicators": [
"Defines edge AI strategy",
"Leads technical teams",
"Is a reference in edge AI"
]
},
"EDGE-L5": {
"level": "L5 - Lead Edge AI Engineer",
"levelNumber": 5,
"yearsRange": {
"min": 5,
"max": 7
},
"coreCompetencies": [
"Technical leadership in edge AI",
"Design of product strategy",
"Team management",
"Definition of standards",
"ROI analysis ability",
"Implementation of governance",
"Mastery of emerging tech",
"Evangelization of culture"
],
"complementaryCompetencies": [
"Experience in consulting",
"Knowledge of business models",
"Budget management"
],
"indicators": [
"Manages edge AI teams",
"Defines product vision",
"Represents edge AI to stakeholders"
]
},
"EDGE-L6": {
"level": "L6 - Principal Edge AI Engineer",
"levelNumber": 6,
"yearsRange": {
"min": 7,
"max": 10
},
"coreCompetencies": [
"Direction of corporate edge AI strategy",
"Management of platforms at scale",
"Definition of enterprise architecture",
"Leadership in transformation",
"Management of strategic partnerships",
"Implementation of responsible practices",
"Innovation in solutions",
"Compliance management"
],
"complementaryCompetencies": [
"Experience in M&A",
"Knowledge of investment",
"Leadership in industry community"
],
"indicators": [
"Directs edge AI department",
"Participates in executive strategy",
"Defines edge AI investments"
]
},
"EDGE-L7": {
"level": "L7 - Director Edge AI Engineer",
"levelNumber": 7,
"yearsRange": {
"min": 10,
"max": 12
},
"coreCompetencies": [
"Executive leadership in edge AI",
"Design of global strategies",
"Organizational transformation",
"Fortune 500 scale management",
"Creation of organizational culture",
"Definition of strategic roadmap",
"Evangelization at board level",
"Industry influence"
],
"complementaryCompetencies": [
"Management of multi-million budgets",
"Experience in unicorns",
"Leadership in standards"
],
"indicators": [
"Reports to CTO/CEO",
"Manages organization (50+ people)",
"Defines corporate edge AI strategy"
]
},
"EDGE-L8": {
"level": "L8 - VP Edge AI Engineer",
"levelNumber": 8,
"yearsRange": {
"min": 12,
"max": 15
},
"coreCompetencies": [
"Strategic business vision of edge AI",
"Leadership in transformation",
"Creation of competitive advantage",
"Management of global ecosystems",
"Disruptive innovation",
"Definition of future direction",
"Evangelization of paradigm shift",
"Influence in policies"
],
"complementaryCompetencies": [
"Experience as executive in tech giants",
"Advisory in startups",
"Thought leadership"
],
"indicators": [
"Part of executive committee",
"Defines future of edge AI",
"Recognized leader in edge AI"
]
},
"EDGE-L9": {
"level": "L9 - Chief Edge AI Engineer Officer",
"levelNumber": 9,
"yearsRange": {
"min": 15,
"max": null
},
"coreCompetencies": [
"Visionary leadership in edge AI",
"Transformation of industries",
"Creation of paradigms",
"Definition of edge AI as core business",
"Innovation in breakthrough applications",
"Evangelization of culture",
"Architect of global ecosystems",
"Influence in regulation"
],
"complementaryCompetencies": [
"Experience transforming industries with edge AI",
"Recognition as pioneer",
"Influence in future"
],
"indicators": [
"Is Chief Edge AI Engineer Officer",
"Defines future of edge AI industry",
"World authority in edge AI"
]
}
}
}