@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": "AutoML Engineer",
"category": "AI/ML",
"levels": {
"AMLE-L1": {
"level": "L1 - AutoML Engineer Trainee",
"levelNumber": 1,
"yearsRange": {
"min": 0,
"max": 1
},
"coreCompetencies": [
"Basic knowledge of AutoML",
"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 AutoML"
]
},
"AMLE-L2": {
"level": "L2 - Junior AutoML Engineer",
"levelNumber": 2,
"yearsRange": {
"min": 1,
"max": 2
},
"coreCompetencies": [
"Ability to implement basic solutions in AutoML",
"Implementation of standard techniques",
"Practical knowledge of frameworks",
"Ability to solve typical problems",
"Understanding of pipelines",
"Basic deployment capability",
"Knowledge of testing",
"Ability to write documentation"
],
"complementaryCompetencies": [
"Knowledge of emerging technologies",
"Ability for integration",
"Understanding of automation"
],
"indicators": [
"Develops AutoML solutions with supervision",
"Implements complete features",
"Optimizes basic processes"
]
},
"AMLE-L3": {
"level": "L3 - AutoML Engineer",
"levelNumber": 3,
"yearsRange": {
"min": 2,
"max": 3
},
"coreCompetencies": [
"Design of AutoML end-to-end solutions",
"Implementation of complex systems",
"Mastery of technology stack",
"Advanced optimization capability",
"Ability for architecture design",
"Deep knowledge of best practices",
"Implementation of monitoring",
"Mentoring capability"
],
"complementaryCompetencies": [
"Knowledge of advanced techniques",
"Ability for innovation",
"Understanding of research"
],
"indicators": [
"Leads AutoML projects",
"Designs complete architectures",
"Mentors junior engineers"
]
},
"AMLE-L4": {
"level": "L4 - Senior AutoML Engineer",
"levelNumber": 4,
"yearsRange": {
"min": 3,
"max": 5
},
"coreCompetencies": [
"Architecture of scalable AutoML 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 AutoML strategy",
"Leads technical teams",
"Is a reference in AutoML"
]
},
"AMLE-L5": {
"level": "L5 - Lead AutoML Engineer",
"levelNumber": 5,
"yearsRange": {
"min": 5,
"max": 7
},
"coreCompetencies": [
"Technical leadership in AutoML",
"Product strategy design",
"Team management",
"Standards definition",
"ROI analysis capability",
"Implementation of governance",
"Mastery of emerging tech",
"Culture evangelization"
],
"complementaryCompetencies": [
"Experience in consulting",
"Knowledge of business models",
"Budget management"
],
"indicators": [
"Manages AutoML teams",
"Defines product vision",
"Represents AutoML to stakeholders"
]
},
"AMLE-L6": {
"level": "L6 - Principal AutoML Engineer",
"levelNumber": 6,
"yearsRange": {
"min": 7,
"max": 10
},
"coreCompetencies": [
"Direction of corporate AutoML 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 AutoML department",
"Participates in executive strategy",
"Defines AutoML investments"
]
},
"AMLE-L7": {
"level": "L7 - Director AutoML Engineer",
"levelNumber": 7,
"yearsRange": {
"min": 10,
"max": 12
},
"coreCompetencies": [
"Executive leadership in AutoML",
"Design of global strategies",
"Organizational transformation",
"Management at Fortune 500 scale",
"Creation of organizational culture",
"Definition of strategic roadmap",
"Board-level evangelization",
"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 AutoML strategy"
]
},
"AMLE-L8": {
"level": "L8 - VP AutoML Engineer",
"levelNumber": 8,
"yearsRange": {
"min": 12,
"max": 15
},
"coreCompetencies": [
"Strategic business vision for AutoML",
"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 AutoML",
"Is recognized leader in AutoML"
]
},
"AMLE-L9": {
"level": "L9 - Chief AutoML Engineer Officer",
"levelNumber": 9,
"yearsRange": {
"min": 15,
"max": null
},
"coreCompetencies": [
"Visionary leadership in AutoML",
"Industry transformation",
"Creation of paradigms",
"Definition of AutoML as core business",
"Innovation in breakthrough applications",
"Culture evangelization",
"Architect of global ecosystems",
"Influence on regulation"
],
"complementaryCompetencies": [
"Experience transforming industries with AutoML",
"Recognition as pioneer",
"Influence on future"
],
"indicators": [
"Is Chief AutoML Engineer Officer",
"Defines the future of the AutoML industry",
"Is world authority in AutoML"
]
}
}
}