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@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": "Business Intelligence Specialist", "category": "Data", "levels": { "BIS-L1": { "level": "L1 - BI Trainee", "levelNumber": 1, "yearsRange": { "min": 0, "max": 1 }, "coreCompetencies": [ "Basic knowledge of BI tools", "Elementary understanding of data warehousing", "Ability to create simple reports", "Basic knowledge of dimensional modeling", "Capability to use existing dashboards", "Understanding of basic business metrics", "Documentation of BI requirements", "Elementary knowledge of data marts" ], "complementaryCompetencies": [ "Familiarity with basic SQL", "Knowledge of Excel pivot tables", "Understanding of departmental KPIs" ], "indicators": [ "Requires constant supervision", "Maintains existing reports", "Is learning BI architecture" ] }, "BIS-L2": { "level": "L2 - Junior BI Specialist", "levelNumber": 2, "yearsRange": { "min": 1, "max": 2 }, "coreCompetencies": [ "Capability to develop complete dashboards", "Implementation of basic ETL pipelines", "Practical knowledge of star/snowflake schemas", "Ability for intermediate data modeling", "Understanding of OLAP cubes", "Capability for BI performance tuning", "Knowledge of BI data governance", "Ability for self-service BI" ], "complementaryCompetencies": [ "Development of corporate scorecards", "Knowledge of real-time BI", "Understanding of mobile BI" ], "indicators": [ "Develops independent BI solutions", "Optimizes existing ETL processes", "Trains users on BI tools" ] }, "BIS-L3": { "level": "L3 - BI Specialist", "levelNumber": 3, "yearsRange": { "min": 2, "max": 3 }, "coreCompetencies": [ "Design of enterprise BI architectures", "Implementation of complete data warehouses", "Mastery of advanced ETL/ELT", "Capability for metadata management", "Ability for BI security and row-level security", "Deep knowledge of BI performance optimization", "Implementation of master data management", "Design of BI governance frameworks" ], "complementaryCompetencies": [ "Implementation of predictive BI", "Knowledge of cloud BI platforms", "Ability for embedded analytics" ], "indicators": [ "Architects end-to-end BI solutions", "Leads BI transformation projects", "Mentors junior BI specialists" ] }, "BIS-L4": { "level": "L4 - Senior BI Specialist", "levelNumber": 4, "yearsRange": { "min": 3, "max": 5 }, "coreCompetencies": [ "Architecture of corporate BI platforms", "Design of BI modernization strategies", "Implementation of enterprise semantic layers", "Mastery of BI automation and orchestration", "Capability for BI platform selection", "Deep knowledge of hybrid cloud BI", "Ability for augmented analytics", "Leadership in BI center of excellence" ], "complementaryCompetencies": [ "Implementation of AI-powered BI", "Knowledge of data fabric architectures", "Experience in BI monetization" ], "indicators": [ "Defines organizational BI strategy", "Leads BI development teams", "Is principal BI architect" ] }, "BIS-L5": { "level": "L5 - Lead BI Specialist", "levelNumber": 5, "yearsRange": { "min": 5, "max": 7 }, "coreCompetencies": [ "Technical leadership in enterprise BI", "Design of multi-divisional BI strategies", "Management of BI specialist teams", "Definition of strategic BI roadmaps", "Capability for BI portfolio management", "Implementation of enterprise BI standards", "Mastery of BI change management", "Evangelization of data-driven culture" ], "complementaryCompetencies": [ "Experience in BI transformation programs", "Knowledge of industry-specific BI", "Management of strategic BI vendors" ], "indicators": [ "Manages multiple BI teams", "Defines business intelligence vision", "Represents BI to executives" ] }, "BIS-L6": { "level": "L6 - Principal BI Architect", "levelNumber": 6, "yearsRange": { "min": 7, "max": 10 }, "coreCompetencies": [ "Direction of corporate-level BI", "Strategy for competitive intelligence platforms", "Management of multi-million dollar BI investments", "Definition of BI as a service models", "Leadership in digital BI transformation", "Implementation of next-gen BI capabilities", "Innovation in BI delivery models", "Management of BI ecosystem partnerships" ], "complementaryCompetencies": [ "BI strategy in M&A integration", "Experience in executive BI consulting", "Knowledge of BI regulatory compliance" ], "indicators": [ "Directs BI department (20+ people)", "Participates in digital strategy board", "Defines BI investment portfolio" ] }, "BIS-L7": { "level": "L7 - Director BI", "levelNumber": 7, "yearsRange": { "min": 10, "max": 12 }, "coreCompetencies": [ "Executive leadership in business intelligence", "Design of global multi-company BI strategies", "Organizational transformation via intelligence", "Management of BI at Fortune 500 scale", "Creation of competitive advantages via BI", "Definition of the future of enterprise intelligence", "Evangelization of BI at board level", "Influence on BI industry standards" ], "complementaryCompetencies": [ "Management of BI innovation centers", "Experience in BI platform ventures", "Leadership in global BI consortiums" ], "indicators": [ "Reports to CIO/CDO", "Manages BI organizations (50+ people)", "Defines corporate strategic intelligence" ] }, "BIS-L8": { "level": "L8 - VP Business Intelligence", "levelNumber": 8, "yearsRange": { "min": 12, "max": 15 }, "coreCompetencies": [ "Strategic vision of intelligence-driven enterprise", "Leadership in business intelligence revolution", "Creation of ambient intelligence paradigms", "Management of global intelligence platforms", "Disruptive innovation in cognitive BI", "Definition of autonomous BI evolution", "Evangelization of intelligence automation", "Influence on intelligence regulations" ], "complementaryCompetencies": [ "Experience as CBIO in global corporations", "Advisory in BI unicorns", "Thought leadership in enterprise intelligence" ], "indicators": [ "Is part of executive committee", "Defines global intelligence strategy", "Is world leader in BI" ] }, "BIS-L9": { "level": "L9 - Chief Intelligence Officer", "levelNumber": 9, "yearsRange": { "min": 15, "max": null }, "coreCompetencies": [ "Visionary leadership in future of business intelligence", "Transformation of economy through intelligence platforms", "Creation of omniscient business paradigms", "Definition of prescient analytics evolution", "Innovation in quantum business intelligence", "Evangelization of intelligence singularity", "Architect of planetary intelligence systems", "Influence on evolution of decision science" ], "complementaryCompetencies": [ "Creator of revolutionary BI paradigms", "Recognition as father of modern BI", "Influence on global BI education" ], "indicators": [ "Is Chief Business Intelligence Officer", "Defines future of corporate intelligence", "Is supreme authority in BI" ] } } }