NLP Engineer
Make machines understand language: from text processing to transformers, LLMs and RAG.
✦ Guide me on this path with AIRoadmap progress
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How to read the signals
Importance High Market demand Medium Automation risk Low
- 1
Text processing
Tokenization, cleaning, classic features.
Importance High Market demand Medium Automation risk Medium - 2
Embeddings
Represent meaning as vectors; similarity and search.
Importance High Market demand High Automation risk Low - 3
Transformers
Attention and the architecture behind modern NLP.
Importance High Market demand High Automation risk Low - 4
LLMs & fine-tuning
Prompting, fine-tuning, when each makes sense.
Importance High Market demand High Automation risk Low - 5
RAG
Ground answers in your data with retrieval.
Importance High Market demand High Automation risk Low - 6
Evaluation
Measure quality and catch hallucinations.
Importance High Market demand High Automation risk Low