Examining the “2026 Career and Salary Outlook” from the Content Marketing Institute Through the Lens of Star Trek

Your average computer on any given Federation starship in the Star Trek universe is very powerful. It must perform a wide variety of overlapping and simultaneous tasks to keep the ship going – and that’s just life support, propulsion, and navigation. You also must account for advanced engine activities, medical procedures, the occasional military conflict, and the large-scale research projects at the heart of Star Trek’s mission as explorers.

Yet, despite all of that automation, the computer still requires specific inputs from the crew to do its work. Entire episodes and plot arcs across multiple series have explored what happens when the computer is left to its own devices. The results are typically quite negative, from wacky holodeck hijinks to taking over the starship and deciding that humans are illogical actors who need to be forcibly removed and/or killed. Such stories reinforce the imperative that, no matter the technological developments, actual people should continue to play a decisive role in how work gets done.

That should sound familiar to marketers staring down the impact of wide-scale artificial intelligence (AI) and large language models (LLM) adoption.

Marketing leaders such as Joe Pulizzi, Katie Robbert, Christopher Penn, and Wil Reynolds regularly declare that a foundational element of successfully implementing AI must include increasing your skills, knowledge, and acumen. It’s a simple matter of “garbage in, garbage out” – the output you receive from your AI tool is only as good as the input it receives. The problem is that many marketing professionals aren’t receiving the necessary training to succeed, much less the opportunities to pursue that improvement.

This is especially true for entry-level marketers who have yet to gain the necessary experience to excel as AI practitioners. In fact, the 2026 Career and Salary Outlook from the Content Marketing Institute bears this out in shocking detail. While overall hiring is on the rise – suggesting that companies recognize the need to hire talented marketers to provide the important oversight to AI-centric work – jobs for people at the beginning of their careers are on the decline. When coupled with other insights from the report, specifically those about which skills people think they will need as AI permeates the industry, marketing faces an aptitude gap.

To borrow from Robert Rose, it’s a matter of taste – and acquiring that taste takes time.

As any critic would tell you, taste is subjective because it’s rooted in experience and context. It’s about how and when you’ve interacted with something, whether that’s literature, art, music, film, pop culture, or contemporary sales and marketing endeavors.

While your taste can be developed through the passive absorption of daily life, crafting a level of worthwhile taste that can you can others can trust only comes through education and action that you pursue with intention and purpose. Which means it’s also a reflection of your values. Or if “taste” is too nebulous, think of it as “judgment” – how you regard the work being done.

Thus, all of us use our taste to do our work, from creation and editing to execution and analysis. Whether you do the work yourself or create excellent prompts that you feed into your preferred AI tool, you must be given the chance learn, to make mistakes, get feedback, and improve. And that means working for a company and/or having a mentor who encourages you to develop that taste and use it.

Which brings us back to Star Trek.

If we treat a starship as a large prompt engine, each crew member needs to know how to give the computer the right set of instructions so that it can do its job. This applies to the lowly ensign working in custodial services all the way up to the captain. While the captain is ultimately the person responsible for the entire ship, that sole individual does not issue instructions or tasks to each person in the crew. The captain relies on each member of the crew being highly trained in their area of expertise so that the ship can complete its mission. However, because the captain has the best taste, they take charge in the most crucial situations and provide the best prompts to the computer.

For example, Captain Picard oversees the U.S.S. Enterprise on Star Trek: The Next Generation. He served in Starfleet for decades across multiple other ships before earning command of the flagship. Yes, he makes plenty of decisions in crucial moments from the center chair of the bridge, but his leadership style emanates from his relationships with his senior staff, as seen in conference rooms and his ready room. He trusts those senior leaders to lead their staffs to do their specific roles, to feed their prompts into the computer so the ship runs efficiently. In fact, he doesn’t even need to know the specific prompts it takes to run the ship because he trusts his staff and crew to do their jobs.

That’s because the ensigns on the Enterprise are both highly skilled and have plenty of time to develop their taste. In fact, Picard expects this duality, recognizing it to be intrinsic to the success of his ship, and he builds it into the fabric of his leadership and starship operations. If the people on his ship aren’t improving themselves and gaining new experiences, then they will lack the skills and taste to work with the computer for day-to-day tasks. They will also never develop the intuition – the “soft skills” – necessary for the big-picture decisions that only humans can make.

Which then brings us to the Venn diagram of career development, AI, and Star Trek.

The Star Trek universe is filled with officers who do good work, but they stay roughly within their area of expertise for their entire career. And that’s wonderful! The world always needs people who burrow down deep into their niche. You might want to be one of those people, harnessing your prompting skills within a narrow knowledge base. That is an excellent way to build a career, as your senior department head knows to work with you when they face a problem in your specific wheelhouse.

But you probably won’t ever become that department head unless you accentuate that knowledge with taste. It’s not that you need to become a generalist, but more that you didn’t deepen your critical thinking skills. The CMI report tells us that more stable businesses, “low-disruption organizations,” value soft skills like storytelling and strategic thinking more than mere prompting ability. Much like a long-running starship in deep space with an experienced captain and crew, these institutions realize that the best employees, the ones worthy of promotion, can look at the forest and the trees in equal measure.

To boldly go where no marketing career has gone before, you must first go where no marketing skillset has gone before.

Just like in Star Trek, you need to know how to use artificial intelligence, because that big computer isn’t going anywhere. But it must extend beyond creating prompts and being tech-savvy. It means learning how to recognize context, subtext, and nuance for a given situation so that you can make an informed choice based on your lived experiences.

Any AI – even the advanced one running a starship – is simply a large prediction machine. It requires the right data and a clever prompt to do its work. You as a human must then use the necessary taste you’ve developed through your own growth to apply the correct inferences, knowledge, and perspectives for each task.

If you are an entry-level or even mid-career marketing professional looking to secure that next promotion with your current company or a new one, I encourage you to take the Star Trek approach. You must expand your horizons, learn all you can, and deepen your experiences in marketing. If the outputs you get from AI are only as good as the prompt you input, then you need to improve your marketing acumen – your taste.

You are the prompt engine, the prompt editor, and the prompt evaluator. You. The human. No matter how fancy the artificial intelligence at your fingertips, it will only be as good as you are. That doesn’t mean getting better at AI. It means getting better at marketing.

Image courtesy of E! News.