Author | Message |
---|---|
rabbott
Posts: 1649
|
Posted 17:14 Oct 23, 2017 |
This article in today's NYT talks about the high salaries resulting from competition for AI talent. ---------------------------------------------------------------------- Typical A.I. specialists, including both Ph.D.s fresh out of school and people with less education and just a few years of experience, can be paid from $300,000 to $500,000 a year or more in salary and company stock, according to nine people who work for major tech companies or have entertained job offers from them. ... The cutting edge of artificial intelligence research is based on a set of mathematical techniques called deep neural networks. These networks are mathematical algorithms that can learn tasks on their own by analyzing data. By looking for patterns in millions of dog photos, for example, a neural network can learn to recognize a dog. This mathematical idea dates back to the 1950s, but it remained on the fringes of academia and industry until about five years ago. ... The basic concepts of deep learning are not hard to grasp, requiring little more than high-school-level math. But real expertise requires more significant math and an intuitive talent that some call “a dark art.” Specific knowledge is needed for fields like self-driving cars, robotics and health care. ... Not surprisingly, many think the talent shortage won’t be alleviated for years.es of academia and industry until about five years ago. ... The basic concepts of deep learning are not hard to grasp, requiring little more than high-school-level math. But real expertise requires more significant math and an intuitive talent that some call “a dark art.” Specific knowledge is needed for fields like self-driving cars, robotics and health care. ... Not surprisingly, many think the talent shortage won’t be alleviated for years. Last edited by rabbott at
17:15 Oct 23, 2017.
|