For the past few years, much of the conversation around AI in the workplace has focused on what the technology can do. Companies have looked for ways to automate repetitive tasks, analyze information faster, reduce manual work, and give employees better tools to manage increasingly complex operations.
As those capabilities become more accessible, a different question is starting to matter: What becomes more valuable when basic execution gets easier?
Across Supply Chain, Logistics, and Transportation, we’re beginning to see the answer show up in hiring. Companies still need people who understand operations, transportation networks, customers, systems, and data, but execution alone is becoming less of a differentiator. Employers are placing greater value on people who can interpret information, question outputs, identify problems, build trust, navigate ambiguity, and decide what should happen next.
In other words, the rise of artificial intelligence may be increasing the premium on very human skills.
The Shift From Execution to Judgment
Technology has been changing the way supply chains operate for years now. Transportation management systems automate workflows, reporting platforms make operational data easier to access, and automated tools can assist with everything from rate analysis to customer communication.
AI is accelerating that progression, but that doesn’t mean the people behind those processes suddenly become unnecessary. It means the value they provide begins to shift.
We’ve already seen companies shift hiring priorities toward operations, engineering, and infrastructure as organizations focus more heavily on efficiency and optimization. Now, we’re seeing another layer of that shift.
More than 43% of our new job launches in July were technical, analytical, or engineering roles. Rather than simply adding people to manage existing processes, employers are looking for professionals who can understand those processes and make them better.
Think about two employees looking at the same operational report. One follows the established process and responds to what the report says. The other asks why the problem is happening, questions whether the data tells the whole story, considers the impact across the network, and develops a solution that could prevent it from happening again.
Both can execute. The difference is what they do beyond the execution. The opportunity isn’t to replace human judgment with technology. It’s to use technology to create more room for it.
Five Human Skills Becoming More Valuable
Technical experience still matters, but hiring managers may need to look beyond whether someone knows a particular system or has performed a specific task before. As routine work becomes easier to automate, five capabilities are becoming particularly important:
- Strategic judgment and problem-solving: Strong employees don’t need every problem translated into a task list. They can identify friction, determine what’s causing it, evaluate possible solutions, and take action. A candidate’s experience tells you what they’ve encountered before. Their judgment tells you what they’ll do when they encounter something they haven’t.
- Critical output auditing: More information doesn’t automatically create better decisions. Whether an output comes from an AI platform, TMS, dashboard, spreadsheet, or automated report, someone still has to determine whether it makes sense. Strong employees know when to question the information in front of them, investigate inconsistencies, and apply real-world context before acting.
- Relationship trust and emotional intelligence: Supply chains still run on relationships, especially when something goes wrong. A late shipment, capacity shortage, service failure, or rate dispute can’t always be resolved through an automated workflow. Technology can make relationships easier to manage, but it can’t replace the trust behind them.
- Adaptive resilience: Supply Chain rarely provides perfect information. Markets change, customers shift priorities, implementations encounter problems, and networks get disrupted. The employees who create the most value are often the ones who can gather the available information, evaluate risk, adjust the plan, and continue moving without waiting for a perfect playbook.
- Value framing: The strongest professionals understand that their decisions don’t exist in isolation. An operational decision can affect margin. A service decision can affect retention. A carrier decision can affect risk. Employees who understand those connections can evaluate a problem beyond the immediate task in front of them.
These capabilities aren’t necessarily new. What’s changing is how valuable they become when technology can handle more of the routine work surrounding them.
The Job Description Can’t Tell You Everything
The shift in hiring criteria also creates a challenge for hiring teams. Traditional job descriptions are good at defining experience, responsibilities, systems knowledge, and technical requirements. They’re less effective at identifying how someone will think once they’re actually in the role.
A resume can tell you which TMS someone has used, but it can’t necessarily tell you whether they’ll question an incorrect output. Someone’s experience on paper can tell you how many people they’ve managed, but not how they’ll respond when their team encounters a problem they’ve never seen before. Likewise, that document can show you a candidate’s sales history, but won’t show you how they build trust when a major customer relationship is at risk.
That’s why the interview process needs to do more than verify experience.
We’ve seen the same principle across very different areas of the talent market. Our Frontline & Skilled Trades Hiring Playbook looks at how different candidate populations require different approaches to sourcing, communication, interviewing, and decision-making. The same thinking applies here: the way you evaluate talent should reflect what you’re actually hiring that person to do.
Instead of only asking candidates what they’ve done, hiring managers need to understand how they think. Give candidates scenarios with ambiguity. Ask about decisions that didn’t have obvious answers. Explore situations where an existing process wasn’t working and find out what they questioned, what they changed, and why.
That’s where the difference between someone who can execute the job and someone who can improve it starts to become visible.
The Compensation and Transparency Standoff
There’s another side to this shift. Companies want candidates who bring more judgment, initiative, experience, and strategic thinking to the table. Those candidates also understand the value of what they bring.
We’re seeing experienced professionals become increasingly selective about which opportunities they’ll consider. Senior sales talent in particular is asking for important information earlier in the process, including:
- What does the compensation structure actually look like?
- How does commission work?
- What benefits are offered?
- What resources and infrastructure will be available?
- What exactly will I be walking into?
Candidates who are already successful don’t necessarily need another opportunity. Employers have to give them a reason to consider one, which makes vague compensation ranges, unclear commission plans, and incomplete information increasingly difficult to overcome.
This is particularly relevant as companies compete for many of the specialized positions discussed in our webinar, The In-Demand Roles You Can’t Afford to Leave Open. Strategic talent may be available, but availability doesn’t automatically translate into interest.
Our July placement activity offers another perspective on that dynamic since 68.8% of our placements came through Retained Searches.
That doesn’t mean one search model is right for every hire. But, it does reinforce the importance of commitment and clarity. When an employer clearly defines what it needs, aligns stakeholders around the search, and gives recruiters the information needed to have transparent conversations, it becomes much easier to engage people who weren’t actively looking for another job.
Hiring for the Person Behind the Resume
The tools companies use today won’t necessarily be the tools they use several years from now. Along those lines, responsibilities attached to a position may evolve just as quickly. That makes hiring exclusively around today’s task list increasingly risky.
Technical knowledge and industry experience still matter, but strategic judgment, adaptability, critical thinking, relationship-building, and problem-solving travel well as roles evolve. A stronger interview process should help hiring managers understand:
- Does this person follow information, or know when to question it?
- Can they operate when there isn’t an established playbook?
- Do they understand how their decisions affect the broader business?
- Can they maintain trust when customers, carriers, or teams are under pressure?
- When a process isn’t working, will they simply maintain it or look for a better way?
Those answers give hiring managers a much clearer picture of how someone may perform as the role changes around them.
A Practical Way to Evaluate Human Skills
That’s why we created The Hiring Manager’s Human Skills Evaluation Matrix.
The scorecard gives hiring teams five areas to evaluate during structured interviews, along with behavioral indicators and targeted questions designed to uncover how candidates think, respond, and make decisions.
Because the question isn’t simply whether someone can perform the job as it exists today. It’s whether they can continue creating value as the job changes.
And if identifying that kind of talent is becoming a challenge, our Supply Chain and Logistics Recruiting Services help companies identify and recruit specialized professionals across Supply Chain, Logistics, and Transportation.
Ready to evaluate the skills that don’t always show up on a resume?
Download The Hiring Manager’s Human Skills Evaluation Matrix and use it during your next interview.