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But the data delivered to cities required technical expertise or additional software to turn it into actionable information.
"We hire bachelor's, master's, and even Ph.D.-level contract scientists with little or no industrial experience as long as they have the required technical expertise," Celidonio says.
The law's detractors have also questioned the commission's ability to oversee the controversial black boxes, since only one of its members — a representative of French telecom regulator Arcep — will have the required technical expertise to monitor the algorithms.
Issues of DNA contamination, required technical expertise, and PCR costs prohibit this assay's utility as a routine clinical diagnostic tool in the field (3, 5, 13, 14 ).
Yet few studies have investigated functional alterations in response to bleomycin in mice [ 9, 33- 35] and only a small minority of bleomycin studies report lung function results, possibly due to the required technical expertise and cost.
However, the disease often occurs in mountainous regions with poor medical conditions where the application of these methods is limited due to the required technical expertise and the necessity of specialized laboratory equipment or facilities.
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The trouble is, mining requires technical expertise and patient capital.
It requires technical expertise and organization that is lacking in many parts of the developing world (and in some part of the developed world as well).
But a full-featured Web site for browsing and shopping can still cost thousands of dollars a year and require technical expertise that small businesses lack.
"The job not only requires technical expertise, but as the boss of the crew, the cinematographer is an authority figure," she says, adding that she believes the barriers are finally coming down.
I think everybody needs enough post-high-school training that they are competent in fields that require technical expertise, because it's very hard to imagine getting a job that pays a living wage without that — or it's very hard at least to envision a steady job in the absence of that.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com