Will AI replace cognitive computing specialists?

Why AI struggles to replace this job

• Designing entirely new neural network architectures requires high-level creative scientific research.
• AI cannot objectively judge the fairness and ethical bias of its own training data without human oversight.
• Deep understanding of cognitive science and human thought patterns is a human-led research field.
• Correcting 'hallucinations' in LLMs requires a human to verify facts against reality.

Tasks AI could automate

• Cleaning and formatting large datasets for use in machine learning models.
• Running routine tests to measure the accuracy and speed of an AI model.
• Generating boilerplate code for standard API integrations of cognitive services.
• Summarizing existing research papers on specific machine learning sub-topics.

The 10-year outlook

This is one of the fastest-growing careers in the US economy. Wages will remain in the top tier of all professions as every industry scrambles to hire experts who can build custom AI solutions.

Common questions