Skills gap, corporate culture holding back AI adoption, O'Reilly survey says

Nevertheless, enterprises are forking over big chunks of their IT budgets on AI implementations.

Is AI more hype than reality? Web Summit 2018: Artificial intelligence is being hailed and feared, sometimes in equal measure, as the ultimate gamechanger. Onlookers wonder whether AI will deprive us of jobs, change how we run businesses or, on the flipside, fundamentally improve our quality of life. But is the reality that AI has actually been overhyped and is now severely under-delivering? We sit down with Greg Brockman, Nagraj Kashyap, Emily Orton and Jeremy Kahn as they talk AI.

Enterprises are facing a machine learning and artificial intelligence skill shortage even as they plow ahead with implementations.

According to O'Reilly's 2019 artificial intelligence survey, 18 percent of respondents said that lack of skilled people is slowing adoption.

Primers: What is AI? Everything you need to know about Artificial Intelligence | Machine learning? | 
Deep learning? | Artificial general intelligence? | 
The AI, machine learning, and data science conundrum: Who will manage the algorithms?  

The O'Reilly survey on AI had a bevy of interesting data nuggets. For instance:

  • 60 percent of respondents said their companies are planning to spend at least 5 percent of their IT budgets on artificial intelligence.
  • 19 percent said that they work for companies that will spend at least 20 percent of their IT budgets on AI. 
  • 81 percent said they work for companies already using AI.
  • 23 percent of respondents said company culture was holding back AI adoption.
  • A third of respondents are using AI for customer service or IT and half are using AI for research and development projects.
  • 86 percent are using deep learning for unstructured data and 69 percent for text. 53 percent said deep learning is used for computer vision.  

TechRepublic downloads: Special report: How to implement AI and machine learning (free PDF) | AI in healthcare, an insider's guide

oreilly-ai-2019-survey.png

O'Reilly
oreilly-ai-2019-survey2.png

O'Reilly
oreilly-ai-2019-survey3.png

O'Reilly