02 Mar 2026
by Dimple Khagram

Sideways Is Still Progress

What non‑linear careers are teaching us about skills and capability in tech? Anyone working in tech has felt this firsthand: careers don’t move in straight lines anymore. Roles shift faster than job descriptions can keep up, new technologies appear halfway through a project.

What non‑linear careers are teaching us about skills and capability in tech 

Anyone working in tech has felt this firsthand: careers don’t move in straight lines anymore. Roles shift faster than job descriptions can keep up, new technologies appear halfway through a project, and people often enter the industry from completely unexpected backgrounds. But even with all this change, the way we describe, hire, and develop talent still quietly relies on old, linear assumptions. 

The interesting part isn’t just that careers are evolving — it’s what non‑linear paths consistently reveal about how skills and capability actually develop in tech. 

What shows up in practice 

Across technology, digital transformation, accessibility, and AI-enabled programmes, some of the most effective practitioners I’ve worked with didn’t start in “tech”. 

They arrived from retail, logistics, sales, admin, education, or operations. Their CVs weren’t neat, but their judgement was strong. They were comfortable translating between stakeholders, navigating ambiguity, and learning tools quickly because they’d already had to adapt repeatedly. 

Those sideways moves weren’t detours. They were where capability and some of these core skills was formed. 

Skills accumulate, even when careers don’t align neatly 

When people move across sectors, they often carry forward skills that are difficult to teach in isolation: 

  • Communicating across technical and non-technical audiences 
  • Working within constraints 
  • Spotting risk early 
  • Adapting to unfamiliar systems 
  • Learning through application rather than theory 

These skills don’t always show up clearly on CVs, but they show up very quickly in delivery. In practice, they’re often what makes the difference between someone who knows a tool and someone who can use it effectively in a live environment. 

Learning pathways that mirror real work 

This is where apprenticeships and work-based learning tend to align well with tech roles, not because they are entry-level, but because they mirror how capability develops in fast-moving environments: 

  • Learning happens alongside delivery 
  • Knowledge is applied immediately 
  • Feedback is continuous and contextual 
  • Progression is based on live evidence, not confidence 

For people who don’t thrive in purely academic settings — including many neurodivergent individuals this approach often unlocks capability that would otherwise remain hidden. 

A note on neurodiversity and performance 

One pattern that shows up repeatedly in tech teams is that some of the strongest problem-solvers don’t necessarily perform best in traditional recruitment or even educational settings. 

Highly structured interviews and abstract questioning can favour presentation over practical reasoning. When assessment shifts closer to real work scenarios, tasks, live problems different strengths surface. This isn’t about lowering the bar. It’s about seeing performance more clearly. 

What this means for the future tech workforce 

As AI and automation continue to reshape roles, technical skills will remain essential, but they will also date faster. 

The more longer-term capabilities are:  

  • Learning agility 
  • Systems thinking 
  • Ethical and contextual judgement 
  • Collaboration across disciplines 

These tend to be well developed in people whose careers haven’t followed straight lines. Sideways experience doesn’t dilute technical capability it often strengthens it. 

In tech, progress rarely happens in straight lines. Products iterate. Systems evolve. Skills stack. It makes sense that careers do the same. 

Sideways isn’t a failure of direction, it's often where the most useful capability and adaptability are built. 

If you are interested in finding out how the programs we offer can help your workforce please connect with me on Linkedin.  


  TechTogether - Hubpage CTA

About the campaign

techUK’s TechTogether campaign, taking place throughout March, is a collection of activities highlighting the UK’s technology sector pursuit to shape a more equitable future. In 2026 we are exploring: Inclusive AI, investing in diverse founders and entrepreneurs, the power of allyship and mentorship, and empowering young people. 


Career related industry insights:

Week 1 - Dimple Khagram.png

Sideways Is Still Progress


 

Skills, Talent and Diversity updates

Sign-up to get the latest updates and opportunities from our Skills, Talent and Diversity programme.

 

Here are the five reasons to join the Skills, Talent and Diversity programme

Download

Join techUK groups

techUK members can get involved in our work by joining our groups, and stay up to date with the latest meetings and opportunities in the programme.

Learn more


Women in Tech Widget Cards

Other opportunities to get involved:


Other related insights:

Week 1 - Dimple Khagram.png

Sideways Is Still Progress


 

Authors

Dimple Khagram

Dimple Khagram

Founder and CEO, Purple Beard

Dimple is an experienced education practitioner and entrepreneur. She has worked in the vocational education sector for more than 15 years in various roles, She has led teams of delivery, business development and setting up & running two successful training companies in the U.K.

Her specialisms include AI, digital technology, curriculum design to support the delivery of technology standards, preparation for quality assurance, employer engagement, team management, partnership working, designing e-learning, project management and supporting delivery teams.

Website:
https://purplebeard.co.uk/
LinkedIn:
https://www.linkedin.com/in/dimplekhagram/

Read lessmore