@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": "Product Analyst",
"category": "Product",
"levels": {
"PA-L2": {
"level": "L2 - Junior Product Analyst",
"levelNumber": 2,
"yearsRange": {
"min": 1,
"max": 2
},
"coreCompetencies": [
"Capability for technical feature analysis",
"Implementation of event tracking in applications",
"Practical knowledge of cohort analysis",
"Ability for tech user segmentation",
"Understanding of SaaS retention",
"Funnel optimization capability",
"Knowledge of statistical significance",
"Ability for competitive benchmarking"
],
"complementaryCompetencies": [
"Analysis of user flows in applications",
"Knowledge of session replay tools",
"Understanding of attribution in tech products"
],
"indicators": [
"Performs product analysis with supervision",
"Defines technical feature metrics",
"Generates user behavior insights"
]
},
"PA-L3": {
"level": "L3 - Product Analyst",
"levelNumber": 3,
"yearsRange": {
"min": 2,
"max": 3
},
"coreCompetencies": [
"Design of analytical frameworks for tech products",
"Implementation of experimentation programs",
"Mastery of predictive analytics for SaaS",
"Monetization analysis capability",
"Ability for churn prediction",
"Deep knowledge of LTV/CAC in tech",
"Implementation of product health scorecards",
"Design of self-serve analytics"
],
"complementaryCompetencies": [
"Knowledge of ML for product",
"Ability for growth analytics",
"Understanding of pricing optimization"
],
"indicators": [
"Leads tech product analysis",
"Defines feature analytical strategy",
"Mentors junior product analysts"
]
},
"PA-L4": {
"level": "L4 - Senior Product Analyst",
"levelNumber": 4,
"yearsRange": {
"min": 3,
"max": 5
},
"coreCompetencies": [
"Architecture of analytics platforms for tech products",
"Design of automated insights systems",
"Implementation of real-time product analytics",
"Mastery of multi-product analysis",
"Advanced experimentation capability",
"Deep knowledge of causal inference",
"Ability for growth modeling",
"Leadership in data-driven culture"
],
"complementaryCompetencies": [
"Experience in recommendation systems",
"Knowledge of deep analytics",
"Management of data science teams"
],
"indicators": [
"Defines product analytical strategy",
"Leads data-driven decisions",
"Influences product roadmap"
]
},
"PA-L5": {
"level": "L5 - Lead Product Analyst",
"levelNumber": 5,
"yearsRange": {
"min": 5,
"max": 7
},
"coreCompetencies": [
"Leadership of product analytics in tech companies",
"Design of analytical organizations",
"Management of analyst teams",
"Definition of measurement frameworks",
"Strategic analytics capability",
"Implementation of self-serve platforms",
"Mastery of analytical automation",
"Evangelization of analytical thinking"
],
"complementaryCompetencies": [
"Experience in analytical transformation",
"Knowledge of data engineering",
"Management of analytics vendors"
],
"indicators": [
"Manages product analytics team",
"Defines product analytical vision",
"Represents analytics to product"
]
},
"PA-L6": {
"level": "L6 - Principal Product Analyst",
"levelNumber": 6,
"yearsRange": {
"min": 7,
"max": 10
},
"coreCompetencies": [
"Direction of tech product analytics",
"Strategy for intelligent products",
"Management of large analytical budgets",
"Definition of data-driven monetization",
"Leadership in analytical transformation",
"Implementation of AI in product",
"Innovation in analytical methods",
"Management of global analytics"
],
"complementaryCompetencies": [
"Experience in predictive products",
"Knowledge of advanced analytics",
"Leadership in analytics communities"
],
"indicators": [
"Directs analytics department (20+ people)",
"Participates in product strategy",
"Defines analytics investments"
]
},
"PA-L7": {
"level": "L7 - Director Product Analytics",
"levelNumber": 7,
"yearsRange": {
"min": 10,
"max": 12
},
"coreCompetencies": [
"Executive leadership in product intelligence",
"Design of analytical strategies for scale-ups",
"Transformation of products via data",
"Management of analytics in unicorns",
"Creation of competitive advantages via insights",
"Definition of the future of product analytics",
"Analytics evangelization at board level",
"Influence in tech industry"
],
"complementaryCompetencies": [
"Management of big data for product",
"Experience in AI product analytics",
"Leadership in analytics standards"
],
"indicators": [
"Reports to CPO/CDO",
"Manages analytics organization (50+ people)",
"Defines product data strategy"
]
},
"PA-L8": {
"level": "L8 - VP Product Analytics",
"levelNumber": 8,
"yearsRange": {
"min": 12,
"max": 15
},
"coreCompetencies": [
"Strategic vision of omniscient products",
"Leadership in tech analytics revolution",
"Creation of predictive product paradigms",
"Management of intelligence platforms",
"Disruptive innovation in product understanding",
"Definition of autonomous analytics",
"Evangelization of data consciousness",
"Influence in tech product evolution"
],
"complementaryCompetencies": [
"Experience as Head of Analytics in decacorns",
"Advisory in analytical startups",
"Thought leadership in product intelligence"
],
"indicators": [
"Is part of product leadership",
"Defines future of tech analytics",
"Is world leader in product analytics"
]
},
"PA-L9": {
"level": "L9 - Chief Product Analytics Officer",
"levelNumber": 9,
"yearsRange": {
"min": 15,
"max": null
},
"coreCompetencies": [
"Visionary leadership in product intelligence",
"Transformation of products via omniscience",
"Creation of revolutionary analytical paradigms",
"Definition of precognitive products",
"Innovation in consciousness analytics",
"Evangelization of infinite understanding",
"Architect of all-knowing products",
"Influence in product intelligence evolution"
],
"complementaryCompetencies": [
"Creator of analytical revolutions in tech",
"Recognition as product analytics guru",
"Influence in the future of product decisions"
],
"indicators": [
"Is legendary Chief Analytics Officer",
"Defines future of product intelligence",
"Is world authority in tech analytics"
]
},
"PA-L1": {
"level": "L1 - Product Analyst Trainee",
"levelNumber": 1,
"yearsRange": {
"min": 0,
"max": 1
},
"coreCompetencies": [
"Basic knowledge of tech product analysis",
"Elementary understanding of SaaS metrics",
"Ability for basic SQL queries",
"Basic knowledge of conversion funnels",
"Capability to create feature usage reports",
"Understanding of basic A/B testing",
"Documentation of product insights",
"Elementary knowledge of user behavior in software"
],
"complementaryCompetencies": [
"Familiarity with Mixpanel/Amplitude",
"Basic knowledge of analytics tools",
"Understanding of product metrics"
],
"indicators": [
"Requires constant supervision",
"Generates basic product reports",
"Is learning product analytics"
]
}
}
}