@sparring/tech-roles-library
Version:
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).
259 lines (258 loc) • 8.39 kB
JSON
{
"role": "Data Platform Engineer",
"category": "Data",
"levels": {
"DPE-L1": {
"level": "L1 - Data Platform Trainee",
"levelNumber": 1,
"yearsRange": {
"min": 0,
"max": 1
},
"coreCompetencies": [
"Basic knowledge of data infrastructure",
"Elementary understanding of data pipelines",
"Ability to perform basic ETL",
"Basic knowledge of data warehousing",
"Ability to use basic data tools",
"Understanding of simple data modeling",
"Documentation of data flows",
"Elementary knowledge of data governance"
],
"complementaryCompetencies": [
"Familiarity with SQL and NoSQL",
"Basic cloud storage knowledge",
"Understanding of batch processing"
],
"indicators": [
"Requires constant supervision",
"Implements simple data pipelines",
"Is learning data engineering"
]
},
"DPE-L2": {
"level": "L2 - Junior Data Platform Engineer",
"levelNumber": 2,
"yearsRange": {
"min": 1,
"max": 2
},
"coreCompetencies": [
"Ability to build robust data pipelines",
"Implementation of data lakes",
"Practical knowledge of streaming data",
"Ability to implement data quality frameworks",
"Understanding of data catalog",
"Ability to use orchestration tools",
"Knowledge of data security",
"Ability to perform performance tuning"
],
"complementaryCompetencies": [
"Development of real-time pipelines",
"Knowledge of data mesh basics",
"Understanding of data lineage"
],
"indicators": [
"Develops data infrastructure with supervision",
"Implements ETL/ELT processes",
"Maintains data platforms"
]
},
"DPE-L3": {
"level": "L3 - Data Platform Engineer",
"levelNumber": 3,
"yearsRange": {
"min": 2,
"max": 3
},
"coreCompetencies": [
"Design of enterprise data architectures",
"Implementation of modern data stack",
"Mastery of distributed data processing",
"Ability to implement multi-cloud data platforms",
"Ability to implement data virtualization",
"Deep knowledge of data governance",
"Implementation of self-service data",
"Design of data democratization"
],
"complementaryCompetencies": [
"Knowledge of data fabric",
"Ability to implement DataOps",
"Understanding of data products"
],
"indicators": [
"Leads data platform projects",
"Designs data ecosystems",
"Mentors data engineers"
]
},
"DPE-L4": {
"level": "L4 - Senior Data Platform Engineer",
"levelNumber": 4,
"yearsRange": {
"min": 3,
"max": 5
},
"coreCompetencies": [
"Architecture of global data platforms",
"Design of enterprise data strategies",
"Implementation of lakehouse architectures",
"Mastery of data mesh principles",
"Ability to implement federated data platforms",
"Deep knowledge of data economics",
"Ability to implement data platform governance",
"Leadership in data innovation"
],
"complementaryCompetencies": [
"Experience in petabyte-scale platforms",
"Knowledge of quantum data processing",
"Implementation of autonomous data platforms"
],
"indicators": [
"Defines data platform strategy",
"Leads data infrastructure teams",
"Is reference in data architecture"
]
},
"DPE-L5": {
"level": "L5 - Lead Data Platform Engineer",
"levelNumber": 5,
"yearsRange": {
"min": 5,
"max": 7
},
"coreCompetencies": [
"Technical leadership in data platforms",
"Design of data transformation programs",
"Management of data engineering teams",
"Definition of data platform strategy",
"Ability to monetize data platforms",
"Implementation of data marketplaces",
"Mastery of data ecosystem building",
"Evangelization of data culture"
],
"complementaryCompetencies": [
"Experience in data platform consulting",
"Knowledge of industry data standards",
"Management of data platform vendors"
],
"indicators": [
"Manages data platform organization",
"Defines data infrastructure vision",
"Represents data platform to executives"
]
},
"DPE-L6": {
"level": "L6 - Principal Data Platform Architect",
"levelNumber": 6,
"yearsRange": {
"min": 7,
"max": 10
},
"coreCompetencies": [
"Direction of organizational data platform",
"Enterprise data strategy",
"Management of data infrastructure investments",
"Definition of corporate data strategy",
"Leadership in data transformation",
"Implementation of intelligent data platforms",
"Innovation in data paradigms",
"Management of global data architecture"
],
"complementaryCompetencies": [
"Experience in data sovereignty",
"Knowledge of global data regulations",
"Leadership in data alliances"
],
"indicators": [
"Directs data platform department (20+ people)",
"Participates in digital strategy",
"Defines data investments"
]
},
"DPE-L7": {
"level": "L7 - Director Data Platform",
"levelNumber": 7,
"yearsRange": {
"min": 10,
"max": 12
},
"coreCompetencies": [
"Executive leadership in data infrastructure",
"Design of global data strategies",
"Enterprise transformation via data platforms",
"Management of data at Fortune 500 scale",
"Creation of new data paradigms",
"Definition of data infrastructure future",
"Evangelization of data at board level",
"Influence on data economy"
],
"complementaryCompetencies": [
"Management of global data platforms",
"Experience in data unicorns",
"Leadership in data standards bodies"
],
"indicators": [
"Reports to CDO/CTO",
"Manages data organization (50+ people)",
"Defines corporate data strategy"
]
},
"DPE-L8": {
"level": "L8 - VP Data Platforms",
"levelNumber": 8,
"yearsRange": {
"min": 12,
"max": 15
},
"coreCompetencies": [
"Strategic vision of data omnipresence",
"Leadership in data revolution",
"Creation of infinite data paradigms",
"Management of planetary data",
"Disruptive innovation in data consciousness",
"Definition of sentient data platforms",
"Evangelization of data singularity",
"Influence on global data economy"
],
"complementaryCompetencies": [
"Experience as Chief Data Platform in giants",
"Advisory in data infrastructure funds",
"Thought leadership in data platforms"
],
"indicators": [
"Is part of data leadership",
"Defines future of data infrastructure",
"Is world leader in data platforms"
]
},
"DPE-L9": {
"level": "L9 - Chief Data Platform Officer",
"levelNumber": 9,
"yearsRange": {
"min": 15,
"max": null
},
"coreCompetencies": [
"Visionary leadership in universal data future",
"Transformation of reality via data",
"Creation of omniscient data paradigms",
"Definition of data consciousness",
"Innovation in biological data systems",
"Evangelization of data omnipotence",
"Architect of data-based reality",
"Influence on universal information evolution"
],
"complementaryCompetencies": [
"Creator of revolutions in data platforms",
"Recognition as legendary data architect",
"Influence on future of information"
],
"indicators": [
"Is legendary Chief Data Platform Officer",
"Defines future of data infrastructure",
"Is world authority in data platforms"
]
}
}
}