@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": "NLP Engineer",
"category": "Data",
"levels": {
"NLP-L1": {
"level": "L1 - NLP Trainee",
"levelNumber": 1,
"yearsRange": {
"min": 0,
"max": 1
},
"coreCompetencies": [
"Basic understanding of language processing",
"Elementary knowledge of computational linguistics",
"Ability for basic tokenization",
"Basic understanding of embeddings",
"Capability to use NLP libraries",
"Elementary knowledge of sentiment analysis",
"Basic understanding of chatbots",
"Ability for text preprocessing"
],
"complementaryCompetencies": [
"Basic knowledge of regex",
"Familiarity with corpus",
"Elementary understanding of languages"
],
"indicators": [
"Requires constant supervision",
"Can implement basic NLP",
"Needs 6-12 months of mentoring"
]
},
"NLP-L2": {
"level": "L2 - Junior NLP",
"levelNumber": 2,
"yearsRange": {
"min": 1,
"max": 2
},
"coreCompetencies": [
"Ability to implement NLP models",
"Ability for fine-tuning",
"Practical knowledge of transformers",
"Understanding of NER and POS",
"Text classification capability",
"Ability for topic modeling",
"Knowledge of basic translation",
"Understanding of speech-to-text"
],
"complementaryCompetencies": [
"Knowledge of BERT/GPT",
"Ability for multilingual",
"Understanding of dialogue systems"
],
"indicators": [
"Develops NLP solutions with supervision",
"Implements standard models",
"Optimizes basic pipelines"
]
},
"NLP-L3": {
"level": "L3 - NLP Engineer",
"levelNumber": 3,
"yearsRange": {
"min": 2,
"max": 3
},
"coreCompetencies": [
"Mastery of transformer architectures",
"Custom models capability",
"Ability for large language models",
"Deep knowledge of attention mechanisms",
"Multimodal NLP capability",
"Solid understanding of generation",
"Ability for knowledge graphs",
"Knowledge of ethical NLP"
],
"complementaryCompetencies": [
"Knowledge of neural machine translation",
"Ability for voice synthesis",
"Understanding of emotion AI"
],
"indicators": [
"Designs complex NLP systems",
"Leads language projects",
"Innovates in text processing"
]
},
"NLP-L4": {
"level": "L4 - Senior NLP",
"levelNumber": 4,
"yearsRange": {
"min": 3,
"max": 5
},
"coreCompetencies": [
"Ability to architect NLP platforms",
"Mastery of scale systems",
"Ability for production LLMs",
"Deep knowledge of efficiency",
"Team leadership capability",
"Mastery of multilingual systems",
"Ability for conversational AI",
"Knowledge of NLP strategy"
],
"complementaryCompetencies": [
"Knowledge of AGI language",
"Ability for consciousness modeling",
"Understanding of semantic reality"
],
"indicators": [
"Defines NLP strategy",
"Leads language transformation",
"Mentors NLP engineers"
]
},
"NLP-L5": {
"level": "L5 - Lead NLP",
"levelNumber": 5,
"yearsRange": {
"min": 5,
"max": 7
},
"coreCompetencies": [
"Expertise in enterprise platforms",
"NLP democratization capability",
"Mastery of self-service NLP",
"Ability for innovation labs",
"Deep knowledge of language understanding",
"Capability to define culture",
"Expertise in partnerships",
"Mastery of research"
],
"complementaryCompetencies": [
"Knowledge of telepathic interfaces",
"Ability for universal translation",
"Understanding of thought encoding"
],
"indicators": [
"Architects NLP ecosystems",
"Leads language organizations",
"Defines NLP roadmap"
]
},
"NLP-L6": {
"level": "L6 - Principal NLP",
"levelNumber": 6,
"yearsRange": {
"min": 7,
"max": 10
},
"coreCompetencies": [
"Ability to define NLP vision",
"Expertise in language innovation",
"Mastery of global strategy",
"Ability for ecosystem building",
"Deep knowledge of language futures",
"Thought leadership capability",
"Expertise in communication revolution",
"Mastery of impact"
],
"complementaryCompetencies": [
"Knowledge of alien languages",
"Ability for dimensional communication",
"Understanding of cosmic language"
],
"indicators": [
"Defines corporate NLP vision",
"Leads linguistic transformation",
"Influences industry"
]
},
"NLP-L7": {
"level": "L7 - Director NLP",
"levelNumber": 7,
"yearsRange": {
"min": 10,
"max": 12
},
"coreCompetencies": [
"Leadership in language evolution",
"Global management capability",
"Expertise in transformation",
"Mastery of governance",
"Ability to define philosophy",
"Deep knowledge of competitive advantage",
"Expertise in strategic NLP",
"Capability to lead revolution"
],
"complementaryCompetencies": [
"Ability to create languages",
"Ability for NLP ventures",
"Knowledge of language economies"
],
"indicators": [
"Defines executive strategy",
"Represents company in NLP",
"Thought leader in language"
]
},
"NLP-L8": {
"level": "L8 - VP NLP",
"levelNumber": 8,
"yearsRange": {
"min": 12,
"max": 15
},
"coreCompetencies": [
"Strategic vision of NLP",
"Language as core capability",
"Expertise in transformation through language",
"Mastery of executive management",
"Capability to build empires",
"Deep knowledge of language value",
"Expertise in global communication",
"Ability to define culture"
],
"complementaryCompetencies": [
"Capability to influence global communication",
"Ability for language M&A",
"Knowledge of babel resolution"
],
"indicators": [
"Responsible for entire NLP strategy",
"Defines future of language",
"Recognized leader"
]
},
"NLP-L9": {
"level": "L9 - Chief Language Officer",
"levelNumber": 9,
"yearsRange": {
"min": 15,
"max": null
},
"coreCompetencies": [
"Executive leadership in language",
"Communication as definitive advantage capability",
"Expertise in transformation of humanity",
"Mastery of language governance",
"Ability to create new modes of thought",
"Deep knowledge of consciousness interface",
"Expertise in reality description",
"Capability to define linguistic existence",
"Mastery of logos"
],
"complementaryCompetencies": [
"Ability to create realities through language",
"Ability for omnilingual communion",
"Knowledge of post-verbal futures"
],
"indicators": [
"Ultimate language officer",
"Defines future of human communication",
"Global leader in NLP"
]
}
}
}