@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": "Data Analyst",
"category": "Data",
"levels": {
"DA-L1": {
"level": "L1 - Data Analyst Trainee",
"levelNumber": 1,
"yearsRange": {
"min": 0,
"max": 1
},
"coreCompetencies": [
"Basic knowledge of descriptive statistics",
"Elementary understanding of databases",
"Ability to write simple SQL queries",
"Basic knowledge of advanced Excel",
"Ability to create simple visualizations",
"Understanding of basic data cleaning",
"Documentation of analysis processes",
"Elementary knowledge of data types"
],
"complementaryCompetencies": [
"Familiarity with basic BI tools",
"Knowledge of fundamental mathematics",
"Understanding of business metrics"
],
"indicators": [
"Requires constant supervision",
"Executes predefined analyses",
"Is learning analysis methodologies"
]
},
"DA-L2": {
"level": "L2 - Junior Data Analyst",
"levelNumber": 2,
"yearsRange": {
"min": 1,
"max": 2
},
"coreCompetencies": [
"Ability to perform exploratory data analysis",
"Implementation of interactive dashboards",
"Practical knowledge of statistical testing",
"Ability for complex data wrangling",
"Understanding of basic segmentation and clustering",
"Ability for data storytelling",
"Knowledge of ETL processes",
"Ability to identify trends"
],
"complementaryCompetencies": [
"Basic time series analysis",
"Knowledge of A/B testing",
"Understanding of customer analytics"
],
"indicators": [
"Performs independent analyses",
"Creates periodic reports",
"Identifies actionable insights"
]
},
"DA-L3": {
"level": "L3 - Data Analyst",
"levelNumber": 3,
"yearsRange": {
"min": 2,
"max": 3
},
"coreCompetencies": [
"Design of complete analytical frameworks",
"Implementation of basic predictive models",
"Mastery of advanced SQL and optimization",
"Ability for multivariate analysis",
"Ability for data governance",
"Deep knowledge of KPIs and metrics",
"Implementation of automated reporting",
"Design of experiments and validation"
],
"complementaryCompetencies": [
"Basic machine learning for analysis",
"Knowledge of big data tools",
"Ability for prescriptive analytics"
],
"indicators": [
"Leads complex analytical projects",
"Defines analysis methodologies",
"Mentors junior analysts"
]
},
"DA-L4": {
"level": "L4 - Senior Data Analyst",
"levelNumber": 4,
"yearsRange": {
"min": 3,
"max": 5
},
"coreCompetencies": [
"Architecture of enterprise analytical solutions",
"Design of departmental data strategies",
"Implementation of advanced analytics",
"Complete mastery of business intelligence",
"Ability for ROI analysis and forecasting",
"Deep knowledge of data quality",
"Ability for cross-functional analytics",
"Leadership in data democratization"
],
"complementaryCompetencies": [
"Implementation of real-time analytics",
"Knowledge of data science workflows",
"Experience in industry-specific analytics"
],
"indicators": [
"Defines departmental analytical strategy",
"Leads analyst teams",
"Is a reference in business insights"
]
},
"DA-L5": {
"level": "L5 - Lead Data Analyst",
"levelNumber": 5,
"yearsRange": {
"min": 5,
"max": 7
},
"coreCompetencies": [
"Leadership in organizational analytics",
"Design of data-driven culture",
"Management of analytics teams",
"Definition of analytics roadmaps",
"Ability for strategic planning with data",
"Implementation of centers of excellence",
"Mastery of change management via data",
"Evangelization of data literacy"
],
"complementaryCompetencies": [
"Experience in analytical transformation",
"Knowledge of enterprise analytics platforms",
"Management of vendor relationships"
],
"indicators": [
"Manages multiple analytics teams",
"Defines enterprise analytical vision",
"Represents analytics to C-suite"
]
},
"DA-L6": {
"level": "L6 - Principal Data Analyst",
"levelNumber": 6,
"yearsRange": {
"min": 7,
"max": 10
},
"coreCompetencies": [
"Direction of corporate-level analytics",
"Competitive intelligence strategy",
"Management of large analytical budgets",
"Definition of data monetization strategies",
"Leadership in digital analytics transformation",
"Implementation of advanced analytics capabilities",
"Innovation in analytical methodologies",
"Management of analytics partnerships"
],
"complementaryCompetencies": [
"Analytics in M&A and due diligence",
"Experience in analytics consulting",
"Knowledge of regulatory analytics"
],
"indicators": [
"Directs analytics department (20+ people)",
"Participates in corporate strategy",
"Defines investments in analytics"
]
},
"DA-L7": {
"level": "L7 - Director Analytics",
"levelNumber": 7,
"yearsRange": {
"min": 10,
"max": 12
},
"coreCompetencies": [
"Executive leadership in data analytics",
"Design of global analytical strategies",
"Transformation of companies through insights",
"Management of analytics at multinational scale",
"Creation of competitive advantages via analytics",
"Definition of the future of business intelligence",
"Analytics evangelization at board level",
"Influence on analytics standards"
],
"complementaryCompetencies": [
"Management of analytics innovation labs",
"Experience in data-driven ventures",
"Leadership in analytics communities"
],
"indicators": [
"Reports to CEO/CFO",
"Manages analytical organizations (50+ people)",
"Defines corporate insights strategy"
]
},
"DA-L8": {
"level": "L8 - VP Analytics",
"levelNumber": 8,
"yearsRange": {
"min": 12,
"max": 15
},
"coreCompetencies": [
"Strategic vision of analytics as core business",
"Leadership in analytical transformation of industries",
"Creation of new analysis paradigms",
"Management of global analytics ecosystems",
"Disruptive innovation in decision intelligence",
"Definition of augmented analytics future",
"Evangelization of algorithmic business",
"Influence on global data policies"
],
"complementaryCompetencies": [
"Experience as CAO/CDO in Fortune 500",
"Advisory in analytics startups",
"Thought leadership in analytics"
],
"indicators": [
"Part of the executive committee",
"Defines enterprise analytical strategy",
"Recognized leader in analytics"
]
},
"DA-L9": {
"level": "L9 - Chief Analytics Officer",
"levelNumber": 9,
"yearsRange": {
"min": 15,
"max": null
},
"coreCompetencies": [
"Visionary leadership in the future of decision making",
"Transformation of how companies understand data",
"Creation of new analytical paradigms",
"Definition of cognitive analytics evolution",
"Innovation in human-data symbiosis",
"Evangelization of data consciousness",
"Architect of planetary intelligence systems",
"Influence on business intelligence evolution"
],
"complementaryCompetencies": [
"Pioneer in revolutionary analytics methodologies",
"Recognition as analytics guru",
"Influence on global analytical education"
],
"indicators": [
"Is Chief Analytics Officer",
"Defines the future of business intelligence",
"Is world authority in analytics"
]
}
}
}