@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": "AI Safety Engineer",
"category": "AI/ML",
"levels": {
"AISAFE-L1": {
"level": "L1 - AI Safety Trainee",
"levelNumber": 1,
"yearsRange": {
"min": 0,
"max": 1
},
"coreCompetencies": [
"Basic knowledge of AI safety",
"Elementary understanding of AI alignment",
"Ability to identify basic risks",
"Basic knowledge of bias in AI",
"Ability to perform security testing under supervision",
"Understanding of fairness",
"Documentation of safety issues",
"Elementary knowledge of AI ethics"
],
"complementaryCompetencies": [
"Familiarity with evaluation frameworks",
"Basic knowledge of adversarial testing",
"Elementary understanding of interpretability"
],
"indicators": [
"Requires constant supervision",
"Identifies basic risks",
"Is learning AI safety"
]
},
"AISAFE-L2": {
"level": "L2 - Junior AI Safety Engineer",
"levelNumber": 2,
"yearsRange": {
"min": 1,
"max": 2
},
"coreCompetencies": [
"Ability to evaluate models for safety",
"Implementation of bias detection",
"Practical knowledge of adversarial robustness",
"Ability to perform red teaming on AI",
"Understanding of safety benchmarks",
"Capability to design mitigation strategies",
"Knowledge of alignment techniques",
"Ability to write documentation"
],
"complementaryCompetencies": [
"Knowledge of interpretability methods",
"Ability for safety testing",
"Understanding of AI regulations"
],
"indicators": [
"Evaluates safety with supervision",
"Implements mitigations",
"Documents risks"
]
},
"AISAFE-L3": {
"level": "L3 - AI Safety Engineer",
"levelNumber": 3,
"yearsRange": {
"min": 2,
"max": 3
},
"coreCompetencies": [
"Design of safety evaluation frameworks",
"Implementation of alignment strategies",
"Mastery of adversarial testing",
"Capability for bias mitigation",
"Ability for safety monitoring",
"Deep knowledge of AI risks",
"Implementation of safety guardrails",
"Capability for stakeholder communication"
],
"complementaryCompetencies": [
"Knowledge of interpretability research",
"Ability for safety research",
"Understanding of AGI safety"
],
"indicators": [
"Leads safety evaluations",
"Designs safety systems",
"Mentors in AI safety"
]
},
"AISAFE-L4": {
"level": "L4 - Senior AI Safety Engineer",
"levelNumber": 4,
"yearsRange": {
"min": 3,
"max": 5
},
"coreCompetencies": [
"Architecture of AI safety programs",
"Design of alignment strategies",
"Implementation of safety at scale",
"Mastery of advanced safety techniques",
"Capability for safety governance",
"Deep knowledge of existential risks",
"Ability for safety research",
"Leadership in AI ethics"
],
"complementaryCompetencies": [
"Experience in AI safety research",
"Knowledge of safety standards",
"Implementation of safety culture"
],
"indicators": [
"Defines AI safety strategy",
"Leads safety research",
"Is a reference in AI safety"
]
},
"AISAFE-L5": {
"level": "L5 - Lead AI Safety Engineer",
"levelNumber": 5,
"yearsRange": {
"min": 5,
"max": 7
},
"coreCompetencies": [
"Technical leadership in AI safety",
"Design of safety ecosystems",
"Management of safety teams",
"Definition of safety standards",
"Capability for risk assessment",
"Implementation of safety governance",
"Mastery of alignment research",
"Evangelization of responsible AI"
],
"complementaryCompetencies": [
"Experience in safety policy",
"Knowledge of AI governance",
"Management of safety budget"
],
"indicators": [
"Manages safety team",
"Defines AI safety vision",
"Represents safety to executives"
]
},
"AISAFE-L6": {
"level": "L6 - Principal AI Safety Architect",
"levelNumber": 6,
"yearsRange": {
"min": 7,
"max": 10
},
"coreCompetencies": [
"Direction of AI safety strategy",
"Management of safety programs at scale",
"Definition of safety architecture",
"Leadership in safety transformation",
"Management of safety incidents",
"Implementation of global safety standards",
"Innovation in safety research",
"Management of safety compliance"
],
"complementaryCompetencies": [
"Experience in safety regulation",
"Knowledge of safety investment",
"Leadership in AI safety community"
],
"indicators": [
"Directs AI safety department",
"Participates in executive strategy",
"Defines safety investments"
]
},
"AISAFE-L7": {
"level": "L7 - Director AI Safety",
"levelNumber": 7,
"yearsRange": {
"min": 10,
"max": 12
},
"coreCompetencies": [
"Executive leadership in AI safety",
"Design of global safety strategies",
"Organizational transformation via safety",
"Management of safety at scale",
"Creation of safety culture",
"Definition of safety roadmap",
"Board-level evangelization",
"Influence on safety standards"
],
"complementaryCompetencies": [
"Management of safety budgets",
"Experience in AI governance",
"Leadership in safety community"
],
"indicators": [
"Reports to CAI/CTO",
"Manages safety organization (15+ people)",
"Defines safety strategy"
]
},
"AISAFE-L8": {
"level": "L8 - VP AI Safety",
"levelNumber": 8,
"yearsRange": {
"min": 12,
"max": 15
},
"coreCompetencies": [
"Strategic vision of AI safety",
"Leadership in safety transformation",
"Creation of safe AI advantage",
"Management of safety ecosystems",
"Innovation in alignment",
"Definition of AGI safety",
"Evangelization of responsible AI",
"Influence on AI policies"
],
"complementaryCompetencies": [
"Experience in AI safety leadership",
"Advisory in safety",
"Thought leadership in AI safety"
],
"indicators": [
"Is part of executive committee",
"Defines safety strategy",
"Is recognized leader"
]
},
"AISAFE-L9": {
"level": "L9 - Chief AI Safety Officer",
"levelNumber": 9,
"yearsRange": {
"min": 15,
"max": null
},
"coreCompetencies": [
"Visionary leadership in AI safety",
"Transformation of safety paradigms",
"Creation of safe AI",
"Definition of aligned AI",
"Innovation in safety governance",
"Evangelization of AI safety",
"Architect of safety ecosystems",
"Influence on AI regulation"
],
"complementaryCompetencies": [
"Experience transforming AI safety",
"Recognition as safety pioneer",
"Influence on safety policy"
],
"indicators": [
"Is Chief AI Safety Officer",
"Defines future of AI safety",
"Is world authority"
]
}
}
}