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What Tech Jobs Don't Drug Test? That Might Depend
Product Reviews

What Tech Jobs Don’t Drug Test? That Might Depend

by admin August 31, 2025


Workers who live in states where cannabis is legal often face a conundrum.

Can they continue using a substance deemed by lawmakers to be fit for public consumption, even if they may have an employer who might drug test? Or do they avoid it all together, because they don’t know what their employer’s drug policy is? And does that policy include only “hard” drugs like cocaine, opioids or methamphetamines, or does it test for cannabis too?

These days, the answer is a lot more flexible than it was even a decade ago. An increasing number of employers are easing their drug testing policies for cannabis, reflecting shifting attitudes toward legalization and workplace inclusion.

According to a comprehensive guide by DDMCannabis, several industries now offer positions where cannabis use is either tolerated or explicitly not tested for.

Jobs in sectors such as hospitality, entertainment, and certain tech roles tend to be more lenient, especially in states where cannabis has been legalized or decriminalized.

One of the most tolerant industries for cannabis has been tech, which is usually focused more on what an employee is doing at work with their brain than what they are doing at home with their free time.

Some tech companies have even adopted “don’t drug test” policies to attract talent, emphasize a focus on job performance over substance use, or accommodate existing employee use.

“Jobs in technology, marketing, and creative work tend to focus on talent over testing,” the guide says. “Whether you’re a software developer, graphic designer, copywriter, or video editor, most employers in these fields don’t bother with pre-employment drug testing or random drug testing.”

However, experts caution that even in these environments, employers may still have strict policies against impaired work performance or safety-sensitive roles where testing remains mandatory. Workers should understand specific company policies and local laws, as regulations continue to evolve nationwide.

So where are the safest places to work if you use legal drugs?

As cannabis becomes more mainstream, the landscape of employment policies is likely to continue shifting, providing more opportunities for workers in cannabis-friendly jobs without the concern of workplace drug tests.

A growing number of large employers have adopted policies that either exclude or downplay drug testing for employees, reflecting shifts in workplace norms and legal landscapes. Among the most prominent are hospitality, tech, and retail giants, with some publicly emphasizing a focus on performance and safety rather than punitive drug screening.

For example, companies like Microsoft, Netflix, and Amazon do not conduct routine drug tests on their workers, citing their mission to foster inclusive environments and adapt to changing regulations. Likewise, Starbucks, McDonald’s, and Target have publicly stated they do not require drug testing, emphasizing their commitment to workplace safety and employee well-being.

Drug testing changes by location

In sectors such as retail and service industries, policies are often shaped by local laws; for instance, in certain states, regulations restrict or prohibit random drug testing unless justified by safety concerns. Meanwhile, some companies reserve the right to drug test in response to suspicions of impairment following accidents or misconduct.

The shift is driven by several factors: increased legalization, broader acceptance of medicinal and recreational cannabis, and the recognition that drug testing may not correlate directly with job performance.

Industry observers note that, in many cases, unless an employee is visibly impaired or involved in safety-sensitive roles, these policies focus more on trust and flexibility than on punitive measures.

Will drug testing for cannabis eventually be a thing of the past?

As workplace norms evolve, the trend toward relaxed drug testing policies continues to reshape hiring practices, challenging long-held assumptions about substance use and employment standards.

Or, as Maryland Democrat Jamie Raskin more concisely puts it, employment laws need to reflect the times in which we live.

“We don’t want to be disqualifying half of the population, tens of millions of people, for having done something that most of our recent presidents have done,” he said. “You’re taking huge numbers of people off the field.”



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August 31, 2025 0 comments
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AI Is Eliminating Jobs for Younger Workers
Product Reviews

AI Is Eliminating Jobs for Younger Workers

by admin August 26, 2025


Economists at Stanford University have found the strongest evidence yet that artificial intelligence is starting to eliminate certain jobs. But the story isn’t that simple: While younger workers are being replaced by AI in some industries, more experienced workers are seeing new opportunities emerge.

Erik Brynjolfsson, a professor at Stanford University, Ruyu Chen, a research scientist, and Bharat Chandar, a postgraduate student, examined data from ADP, the largest payroll provider in the US, from late 2022, when ChatGPT debuted, to mid-2025.

The researchers discovered several strong signals in the data—most notably that the adoption of generative AI coincided with a decrease in job opportunities for younger workers in sectors previously identified as particularly vulnerable to AI-powered automation (think customer service and software development). In these industries, they found a 16 percent decline in employment for workers aged 22 to 25.

The new study reveals a nuanced picture of AI’s impact on labor. While advances in artificial intelligence have often been accompanied by dire predictions about jobs being eliminated—there hasn’t been much data to back it up. Relative unemployment for young graduates, for instance, began dropping around 2009, well before the current AI wave. And areas that might seem vulnerable to AI, such as translation, have actually seen an increase in jobs in recent years.

“It’s always hard to know [what’s happening] if you’re only looking at a particular company or hearing anecdotes,” Brynjolfsson says. “So we wanted to look at it much more systematically.”

By combing through payroll data, the Stanford team found that AI’s impact has more to do with a worker’s experience and expertise than the type of work they do. More experienced employees in industries where generative AI is being adopted were insulated from job displacement, with opportunities either remaining flat or slightly growing. The finding backs up what some software developers previously told me about AI’s impact on their industry—namely that rote, repetitive work, like writing code to connect to an API, has become easier to automate. The Stanford study also indicates that AI is eliminating jobs but not lowering wages, at least so far.

The researchers considered potentially confounding factors including the Covid pandemic, the rise of remote work, and recent tech sector layoffs. They found that AI has an impact even when accounting for these factors.

Brynjolfsson says the study offers a lesson on how to maximize the benefits of AI across the economy. He has long suggested that the government could change the tax system so that it does not reward companies that replace labor with automation. He also suggests AI companies develop systems that prioritize human-machine collaboration.

Brynjolfsson and another Stanford scientist, Andrew Haupt, argued in a paper in June that AI companies should develop new “centaur” AI benchmarks that measure human-AI collaboration, to incentivize more focus on augmentation rather than automation. “I think there’s still a lot of tasks where humans and machines can outperform [AI on its own],” Brynjolfsson says.

Some experts believe that more collaboration between humans and AI could be a feature of the future labor market. Matt Beane, an associate professor at UC Santa Barbara who studies AI-driven automation, says he expects the AI boom to create demand for augmentable work—as managing the output of AI becomes increasingly important. “We’ll automate as much as we can,” Beane says. “But that doesn’t mean there won’t be a growing mountain of augmentable work left for humans.”

AI is advancing quickly though, and Brynjolfsson warns that the impact on younger workers could spread to those with more experience. “What we need to do is create a dashboard early-warning system to help us track this in real time,” he says. “This is a very consequential technology.”

This is an edition of Will Knight’s AI Lab newsletter. Read previous newsletters here.



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August 26, 2025 0 comments
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