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