@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": "DataOps Engineer",
"category": "Data",
"levels": {
"DOE-L1": {
"level": "L1 - DataOps Trainee",
"levelNumber": 1,
"yearsRange": {"min": 0, "max": 1},
"coreCompetencies": [
"Basic DataOps knowledge",
"Elementary understanding of CI/CD for data",
"Basic deployment skills",
"Basic orchestration knowledge",
"Monitoring capability with supervision",
"Understanding of data pipelines",
"Deployment documentation",
"Elementary testing knowledge"
],
"complementaryCompetencies": [
"Familiarity with Airflow",
"Basic Git knowledge",
"Elementary container understanding"
],
"indicators": [
"Requires constant supervision",
"Executes simple deployments",
"Learning DataOps"
]
},
"DOE-L2": {
"level": "L2 - Junior DataOps Engineer",
"levelNumber": 2,
"yearsRange": {"min": 1, "max": 2},
"coreCompetencies": [
"Ability to implement CI/CD pipelines",
"Automated testing implementation",
"Practical orchestration knowledge",
"Monitoring and alerting skills",
"Understanding of IaC for data",
"Deployment automation capability",
"Version control knowledge",
"Troubleshooting skills"
],
"complementaryCompetencies": [
"Kubernetes knowledge",
"Scripting skills",
"Understanding of cloud platforms"
],
"indicators": [
"Implements pipelines with supervision",
"Automates deployments",
"Maintains monitoring"
]
},
"DOE-L3": {
"level": "L3 - DataOps Engineer",
"levelNumber": 3,
"yearsRange": {"min": 2, "max": 3},
"coreCompetencies": [
"DataOps architecture design",
"Advanced CI/CD implementation",
"Mastery of orchestration platforms",
"Observability capability",
"Advanced IaC skills",
"Deep knowledge of testing strategies",
"Self-service implementation",
"Incident management capability"
],
"complementaryCompetencies": [
"Knowledge of data mesh ops",
"Cost optimization skills",
"Understanding of SRE principles"
],
"indicators": [
"Leads DataOps projects",
"Designs automation",
"Mentors in DataOps"
]
},
"DOE-L4": {
"level": "L4 - Senior DataOps Engineer",
"levelNumber": 4,
"yearsRange": {"min": 3, "max": 5},
"coreCompetencies": [
"DataOps platform architecture",
"Enterprise DataOps design",
"GitOps implementation",
"Mastery of multi-cloud DataOps",
"Platform engineering capability",
"Deep knowledge of reliability",
"Chaos engineering skills",
"Automation leadership"
],
"complementaryCompetencies": [
"Data platform experience",
"FinOps knowledge",
"Policy as code implementation"
],
"indicators": [
"Defines DataOps strategy",
"Leads platform teams",
"DataOps reference"
]
},
"DOE-L5": {
"level": "L5 - Lead DataOps Engineer",
"levelNumber": 5,
"yearsRange": {"min": 5, "max": 7},
"coreCompetencies": [
"Technical leadership in DataOps",
"DataOps ecosystem design",
"DataOps team management",
"DataOps standards definition",
"SLO/SLA management capability",
"Observability platform implementation",
"Mastery of incident response",
"DataOps culture evangelization"
],
"complementaryCompetencies": [
"Data reliability experience",
"Platform economics knowledge",
"Tools budget management"
],
"indicators": [
"Manages DataOps team",
"Defines automation vision",
"Represents DataOps to stakeholders"
]
},
"DOE-L6": {
"level": "L6 - Principal DataOps Architect",
"levelNumber": 6,
"yearsRange": {"min": 7, "max": 10},
"coreCompetencies": [
"DataOps strategy direction",
"Platform operations management at scale",
"DataOps architecture definition",
"Transformation leadership",
"Reliability program management",
"Global DataOps implementation",
"Automation innovation",
"Operational excellence management"
],
"complementaryCompetencies": [
"Platform M&A experience",
"DataOps investment knowledge",
"Community leadership"
],
"indicators": [
"Directs DataOps department",
"Participates in strategy",
"Defines platform investments"
]
},
"DOE-L7": {
"level": "L7 - Director DataOps",
"levelNumber": 7,
"yearsRange": {"min": 10, "max": 12},
"coreCompetencies": [
"Executive leadership in DataOps",
"Global strategy design",
"Organizational transformation via DataOps",
"Enterprise-scale management",
"Automation culture creation",
"Platform roadmap definition",
"Board-level evangelization",
"Standards influence"
],
"complementaryCompetencies": [
"DataOps budget management",
"Data-intensive company experience",
"Platform community leadership"
],
"indicators": [
"Reports to CDO/CTO",
"Manages organization (25+ people)",
"Defines DataOps strategy"
]
},
"DOE-L8": {
"level": "L8 - VP DataOps",
"levelNumber": 8,
"yearsRange": {"min": 12, "max": 15},
"coreCompetencies": [
"Strategic vision of DataOps",
"Platform transformation leadership",
"Operational advantage creation",
"DataOps ecosystem management",
"Automation innovation",
"Autonomous data ops definition",
"Reliability evangelization",
"Policy influence"
],
"complementaryCompetencies": [
"DataOps leadership experience",
"Platform startup advisory",
"Thought leadership"
],
"indicators": [
"Part of executive committee",
"Defines DataOps strategy",
"Recognized leader"
]
},
"DOE-L9": {
"level": "L9 - Chief DataOps Officer",
"levelNumber": 9,
"yearsRange": {"min": 15, "max": null},
"coreCompetencies": [
"Visionary leadership in DataOps",
"Operations transformation",
"Automation paradigm creation",
"Ops-native organization definition",
"Reliability innovation",
"Operational excellence evangelization",
"DataOps ecosystem architect",
"Standards influence"
],
"complementaryCompetencies": [
"Operations transformation experience",
"Recognition as pioneer",
"DataOps influence"
],
"indicators": [
"Chief DataOps Officer",
"Defines future of DataOps",
"World authority"
]
}
}
}