AI Customer Insight Analyst vs AI FAQ Automation Specialist

A AI Customer Insight Analyst Only

• Natural Language Processing fundamentals (tokenization, embeddings, sentiment, topic modeling)
• Prompt engineering for customer-data extraction and summarization
• Python for data wrangling, NLP pipelines, and API integrations
• SQL for querying customer databases, CRM data warehouses, and product event logs
• Statistical inference and hypothesis testing on behavioral data
• Customer segmentation using clustering and classification techniques
• Data visualization and executive storytelling with dashboards
• RAG (Retrieval-Augmented Generation) architecture for knowledge-base querying