@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": "Multimodal AI Engineer",
"category": "AI/ML",
"levels": {
"MMALE-L1": {
"level": "L1 - Multimodal AI Engineer Trainee",
"levelNumber": 1,
"yearsRange": {
"min": 0,
"max": 1
},
"coreCompetencies": [
"Basic knowledge of multimodal AI",
"Elementary understanding of fundamentals",
"Ability for simple tasks",
"Basic knowledge of tools",
"Capability 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",
"Is learning multimodal AI"
]
},
"MMALE-L2": {
"level": "L2 - Junior Multimodal AI Engineer",
"levelNumber": 2,
"yearsRange": {
"min": 1,
"max": 2
},
"coreCompetencies": [
"Capability to implement basic multimodal 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 for documentation"
],
"complementaryCompetencies": [
"Knowledge of emerging technologies",
"Ability for integration",
"Understanding of automation"
],
"indicators": [
"Develops multimodal AI solutions with supervision",
"Implements complete features",
"Optimizes basic processes"
]
},
"MMALE-L3": {
"level": "L3 - Multimodal AI Engineer",
"levelNumber": 3,
"yearsRange": {
"min": 2,
"max": 3
},
"coreCompetencies": [
"Design of end-to-end multimodal 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 multimodal AI projects",
"Designs complete architectures",
"Mentors junior engineers"
]
},
"MMALE-L4": {
"level": "L4 - Senior Multimodal AI Engineer",
"levelNumber": 4,
"yearsRange": {
"min": 3,
"max": 5
},
"coreCompetencies": [
"Architecture of scalable multimodal 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 multimodal AI strategy",
"Leads technical teams",
"Is a reference in multimodal AI"
]
},
"MMALE-L5": {
"level": "L5 - Lead Multimodal AI Engineer",
"levelNumber": 5,
"yearsRange": {
"min": 5,
"max": 7
},
"coreCompetencies": [
"Technical leadership in multimodal 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 multimodal AI teams",
"Defines product vision",
"Represents multimodal AI to stakeholders"
]
},
"MMALE-L6": {
"level": "L6 - Principal Multimodal AI Engineer",
"levelNumber": 6,
"yearsRange": {
"min": 7,
"max": 10
},
"coreCompetencies": [
"Direction of corporate multimodal 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 multimodal AI department",
"Participates in executive strategy",
"Defines multimodal AI investments"
]
},
"MMALE-L7": {
"level": "L7 - Director Multimodal AI Engineer",
"levelNumber": 7,
"yearsRange": {
"min": 10,
"max": 12
},
"coreCompetencies": [
"Executive leadership in multimodal AI",
"Design of global strategies",
"Organizational transformation",
"Management at Fortune 500 scale",
"Creation of organizational culture",
"Definition of strategic roadmap",
"Evangelization at board level",
"Influence in industry"
],
"complementaryCompetencies": [
"Management of multi-million budgets",
"Experience in unicorns",
"Leadership in standards"
],
"indicators": [
"Reports to CTO/CEO",
"Manages organization (50+ people)",
"Defines corporate multimodal AI strategy"
]
},
"MMALE-L8": {
"level": "L8 - VP Multimodal AI Engineer",
"levelNumber": 8,
"yearsRange": {
"min": 12,
"max": 15
},
"coreCompetencies": [
"Enterprise strategic vision of multimodal 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": [
"Is part of executive committee",
"Defines future of multimodal AI",
"Is recognized leader in multimodal AI"
]
},
"MMALE-L9": {
"level": "L9 - Chief Multimodal AI Engineer Officer",
"levelNumber": 9,
"yearsRange": {
"min": 15,
"max": null
},
"coreCompetencies": [
"Visionary leadership in multimodal AI",
"Transformation of industries",
"Creation of paradigms",
"Definition of multimodal AI as core business",
"Innovation in breakthrough applications",
"Evangelization of culture",
"Architect of global ecosystems",
"Influence in regulation"
],
"complementaryCompetencies": [
"Experience transforming industries with multimodal AI",
"Recognition as pioneer",
"Influence in future"
],
"indicators": [
"Is Chief Multimodal AI Engineer Officer",
"Defines future of multimodal AI industry",
"Is world authority in multimodal AI"
]
}
}
}