@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": "Foundation Models Engineer",
"category": "AI/ML",
"levels": {
"FME-L1": {
"level": "L1 - Foundation Models Engineer Trainee",
"levelNumber": 1,
"yearsRange": {
"min": 0,
"max": 1
},
"coreCompetencies": [
"Basic knowledge of foundation models",
"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 foundation models"
]
},
"FME-L2": {
"level": "L2 - Junior Foundation Models Engineer",
"levelNumber": 2,
"yearsRange": {
"min": 1,
"max": 2
},
"coreCompetencies": [
"Ability to implement basic foundation models 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 foundation models solutions with supervision",
"Implements complete features",
"Optimizes basic processes"
]
},
"FME-L3": {
"level": "L3 - Foundation Models Engineer",
"levelNumber": 3,
"yearsRange": {
"min": 2,
"max": 3
},
"coreCompetencies": [
"Design of end-to-end foundation models 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 foundation models projects",
"Designs complete architectures",
"Mentors junior engineers"
]
},
"FME-L4": {
"level": "L4 - Senior Foundation Models Engineer",
"levelNumber": 4,
"yearsRange": {
"min": 3,
"max": 5
},
"coreCompetencies": [
"Architecture of scalable foundation models 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 foundation models strategy",
"Leads technical teams",
"Is a reference in foundation models"
]
},
"FME-L5": {
"level": "L5 - Lead Foundation Models Engineer",
"levelNumber": 5,
"yearsRange": {
"min": 5,
"max": 7
},
"coreCompetencies": [
"Technical leadership in foundation models",
"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 foundation models teams",
"Defines product vision",
"Represents foundation models to stakeholders"
]
},
"FME-L6": {
"level": "L6 - Principal Foundation Models Engineer",
"levelNumber": 6,
"yearsRange": {
"min": 7,
"max": 10
},
"coreCompetencies": [
"Direction of corporate foundation models 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 foundation models department",
"Participates in executive strategy",
"Defines investments in foundation models"
]
},
"FME-L7": {
"level": "L7 - Director Foundation Models Engineer",
"levelNumber": 7,
"yearsRange": {
"min": 10,
"max": 12
},
"coreCompetencies": [
"Executive leadership in foundation models",
"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 foundation models strategy"
]
},
"FME-L8": {
"level": "L8 - VP Foundation Models Engineer",
"levelNumber": 8,
"yearsRange": {
"min": 12,
"max": 15
},
"coreCompetencies": [
"Strategic business vision of foundation models",
"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 foundation models",
"Is recognized leader in foundation models"
]
},
"FME-L9": {
"level": "L9 - Chief Foundation Models Engineer Officer",
"levelNumber": 9,
"yearsRange": {
"min": 15,
"max": null
},
"coreCompetencies": [
"Visionary leadership in foundation models",
"Transformation of industries",
"Creation of paradigms",
"Definition of foundation models as core business",
"Innovation in breakthrough applications",
"Evangelization of culture",
"Architect of global ecosystems",
"Influence on regulation"
],
"complementaryCompetencies": [
"Experience transforming industries with foundation models",
"Recognition as pioneer",
"Influence on future"
],
"indicators": [
"Is Chief Foundation Models Engineer Officer",
"Defines future of foundation models industry",
"Is world authority in foundation models"
]
}
}
}