kitchen table math, the sequel: STEM
Showing posts with label STEM. Show all posts
Showing posts with label STEM. Show all posts

Sunday, July 26, 2015

The deskilling of U.S. jobs

No idea what to make of this.
The Great Reversal in the Demand for Skill and Cognitive Tasks
Paul Beaudry, David A. Green, Benjamin M. Sand

Many researchers have documented a strong, ongoing increase in the demand for skills in the decades leading up to 2000. In this paper, we document a decline in that demand in the years since 2000, even as the supply of high education workers continues to grow. We go on to show that, in response to this demand reversal, high-skilled workers have moved down the occupational ladder and have begun to perform jobs traditionally performed by lower-skilled workers. This de-skilling process, in turn, results in high-skilled workers pushing low-skilled workers even further down the occupational ladder and, to some degree, out of the labor force all together.

Monday, July 30, 2012

They [ STILL! ] Do What They Do!! ;D

When I read this article, it made my blood boil! Amazing that this junk makes it into print! (Since it's Monday, you may want to put reading this one on hold...) Is Algebra Necessary? NYTimes Sunday Review, Opinion Pages I agree with rknop that "the core of his argument is the ultimate in anti-intellectualism"

Friday, February 3, 2012

Google shmoogle

In the Times:
Silicon Valley may be booming again, but times are still tough for the 200 out-of-work professionals who crowd into Sunnyvale’s City Hall every Thursday morning.

Most of them hold advanced degrees in engineering and have more than a decade of experience in the technology sector. They fill all of the seats in the City Council chamber and spill out into the aisles.

They are members of Pro Match, a government-financed support group and “interactive career resource center” for educated older workers who have suddenly, and usually involuntarily, found themselves on the job market. Most have been out of work for months.

[snip]

While Web-based companies like Facebook and Google are scouring the world for new talent to hire, older technology workers often find that their skills are no longer valued.

[snip]

Hiring managers at the Bay Area’s fastest-growing technology companies were blunt. Seth Williams, a director of staffing at Google, said his firm was looking for candidates who are “passionate” and “truly have a desire to change the world.”

Brendan Browne, who heads hiring at the professional networking site LinkedIn, said his firm wanted every new hire to be entrepreneurial. Mr. Browne said that approximately 25 percent of LinkedIn’s new hires came from the company’s recruitment efforts at colleges and universities.

Lori Goler, the head of human resources and recruiting efforts at Facebook, said her company was looking for the “college student who built a company on the side, or an iPhone app over the weekend.” The company also hires more-experienced workers, if “they are results-focused and can deliver again.”

Regardless of age, Ms. Goler said, “We ask: Are they going to get to do what they love to do for fun at work?”

Some observers say much of this language is just code for age discrimination. They point to the case of Brian Reid, a 52-year-old manager who was fired by Google in 2004 — nine days before the company announced plans to go public — after his supervisors, including the company’s vice president for engineering operations, allegedly called him a poor “cultural fit,” an “old guy” and a “fuddy-duddy” with ideas “too old to matter.”

Mr. Reid sued Google for age discrimination and said that his unvested stock options would have been worth at least $45 million if he had stayed there.

Google denied the charges and asked that the suit be dismissed, calling such remarks “stray comments.” But the California Supreme Court ruled that the claims, if true, would constitute discrimination. The case was resolved out of court “to the mutual satisfaction of all parties,” said Lori Ochaltree, Mr. Reid’s lawyer, who declined to say how much the settlement was.

A Google spokesman declined to comment on the case or the amount of the settlement.

In an interview, Norman S. Matloff, a professor at the University of California, Davis, who has studied hiring patterns in the technology sector, said workers over 35 regularly face discrimination by technology companies.

Kris Stadelman, director of NOVA, the local work force investment board, which released a survey of human resource directors at 251 Bay Area technology companies last July, said that in her experience, candidates began to be screened out once they reached 40.

“Especially in social media, cloud computing and mobile apps, if you’re over 40 you’re perceived to be over the hill,” Ms. Stadelman said.

Old Techies Never Die; They Just Can’t Get Hired as an Industry Moves OnBy AARON GLANTZ
I've never liked Google.

Now I don't like LinkedIn or Facebook, either.

Hmmph.

Wednesday, November 9, 2011

Does anyone want a STEM career anymore?

As the self-described 99% show the country what a wasteland a liberal arts education is, the current administration says STEM careers will transform (or is it save) America. But there's been a number of articles in the last few days about why American students today aren't choosing STEM careers.
in today's WSJ, Generation Jobless: Students Pick Easier Majors Despite Less Pay, the article opens with this:
Biyan Zhou wanted to major in engineering. Her mother and her academic adviser also wanted her to major in it, given the apparent career opportunities for engineers in a tough job market. But during her sophomore year at Carnegie Mellon University, Ms. Zhou switched her major from electrical and computer engineering to a double major in psychology and policy management. Workers who majored in psychology have median earnings that are $38,000 below those of computer engineering majors, according to an analysis of U.S. Census data by Georgetown University.

"My ability level was just not there," says Ms. Zhou of her decision. She now plans to look for jobs in public relations or human resources.


The NYT had this article, "Why Science Majors Change Their Minds (It’s Just So Darn Hard)" (pointed out by Glen a few days ago.)
it states:
Studies have found that roughly 40 percent of students planning engineering and science majors end up switching to other subjects or failing to get any degree. That increases to as much as 60 percent when pre-medical students, who typically have the strongest SAT scores and high school science preparation, are included, according to new data from the University of California at Los Angeles. That is twice the combined attrition rate of all other majors.


Why the attrition? Some are the usual suspects: from the WSJ piece again:

For 22-year-old Ms. Zhou, from Miami, the last straw was a project for one of her second-year courses that kept her and her partner in the lab well past midnight for several days. Their task was to program a soda machine. Though she and her partner managed to make it dispense the right items, they couldn't get it to give the correct change.


Such unpreparedness in part explains this (from NYT piece): "Ben Ost, a doctoral student at Cornell, found in a similar study that STEM students are both “pulled away” by high grades in their courses in other fields and “pushed out” by lower grades in their majors." But so does the burnout factor from the death march through calculus, as illustrated by "MATTHEW MONIZ bailed out of engineering at Notre Dame in the fall of his sophomore year...He had scored an 800 in math on the SAT and in the 700s in both reading and writing. He also had taken Calculus BC and five other Advanced Placement courses at a prep school in Washington, D.C., and had long planned to major in engineering....But as Mr. Moniz sat in his mechanics class in 2009, he realized he had already had enough. “I was trying to memorize equations, and engineering’s all about the application, which they really didn’t teach too well,” he says. “It was just like, ‘Do these practice problems, then you’re on your own.’

They quote Mitchell J. Chang, an education professor at U.C.L.A. who says it isn't just weak K-12 prep that causes this washout.
"You’d like to think that since these institutions are getting the best students, the students who go there would have the best chances to succeed,” he says. “But if you take two students who have the same high school grade-point average and SAT scores, and you put one in a highly selective school like Berkeley and the other in a school with lower average scores like Cal State, that Berkeley student is at least 13 percent less likely than the one at Cal State to finish a STEM degree.”


His argument seems to be that the kids at Cal are better prepared than the kids at CSU, so more of them should succeed, if the issue was really k-12 prep. I don't think that gets to the heart of the prep matter though. The kids at Cal, Notre Dame and the like are Used to Succeeding, and they aren't succeeding. This is a huge blow to them, at the same time that the intro courses are often seen as the drudgework to get to the electives, a point made in the NYT article. It feels better to get As in psych than B-s in EE.

Continuing,
Some new students do not have a good feel for how deeply technical engineering is. Other bright students may have breezed through high school without developing disciplined habits. By contrast, students in China and India focus relentlessly on math and science from an early age.

“We’re in a worldwide competition, and we’ve got to retain as many of our students as we can,” Dean Kilpatrick says. “But we’re not doing kids a favor if we’re not teaching them good life and study skills.


So many fall off. And what about the ones who make it?

You work harder for lower grades than your peers, and the payoff is either a) a career path where your employer is constantly lobbying the govt to drive down your pay by increasing immigration, or b) a career path where you front load all of your risk onto a low probability lottery ticket to the world of academia just as the higher ed bubble is bursting.

Not depressing enough? Read Arnold Kling's "What If Middle-Class Jobs Disappear?" Kling suggests high unemployment now is structural, coming from a new phase of an economic transition away from plentiful high paying white collar jobs, just as prior restructuring moved away from plentiful high paying blue collar jobs.
Using the latest Census Bureau data, Matthew Slaughter found that from 2000 to 2010 the real earnings of college graduates (with no advanced degree) fell by more in percentage terms than the earnings of high school graduates. In fact, over this period the only education category to show an increase in earnings was those with advanced degrees.
The outlook for mid-skill jobs would not appear to be bright. Communication technology and computer intelligence continue to improve, putting more occupations at risk.

For example, many people earn a living as drivers, including trucks and taxicabs. However, the age of driver-less vehicles appears to be moving closer.

Another example is in the field of education. In the fall of 2011, an experiment with an online course in artificial intelligence conducted by two Stanford professors drew tens of thousands of registrants. This increases the student-teacher ratio by a factor of close to a thousand. Imagine the number of teaching jobs that might be eliminated if this could be done for calculus, economics, chemistry, and so on.


So much for that lottery ticket to academia...but what about the private sector? Kling says:
...the main work consists of destroying someone else's job. Garett Jones has pointed out that the typical worker today does not produce widgets but instead builds organizational capital. The problem is that building organizational capital in one company serves to depreciate the organizational capital somewhere else. Blockbuster video adversely affected the capital of movie theaters, Netflix adversely affected the capital of Blockbuster, and the combination of faster Internet speeds and tablet devices may depreciate the organizational capital of Netflix.

The second challenge is the nature of the emerging skills mismatch. People who are self-directed and cognitively capable can keep adding to their advantages. People who lack those traits cannot simply be exhorted into obtaining them. The new jobs that emerge may not produce a middle class. Instead, if the trend documented by Autor for the period 1999-2007 were to continue, most of the new jobs would be low-end service jobs, for which competition will tend to keep wages low.


He goes on to posit some possible futures. He's not optimistic.

update: Kling link fixed. Thanks, ChemProf!