Skip to content
MarketScale
‹ Back to IndustriesEngineering & Construction

AI Isn’t Phasing Out Software Development Roles. But It Is Changing Development Workflows.

We’re living in an era where AI is progressively transforming the nature of work across a multitude of industries. This is particularly true for STEM fields, with software development and computer science roles seeing some of the most significant impacts. The adoption of AI is not only altering day-to-day operations but also reshaping the…

This story was produced through MarketScale. See how Engineering & Construction teams put it to work with Partner & Channel Enablement.

Share

We’re living in an era where AI is progressively transforming the nature of work across a multitude of industries. This is particularly true for STEM fields, with software development and computer science roles seeing some of the most significant impacts. The adoption of AI is not only altering day-to-day operations but also reshaping the broader management of computer engineering workflows. For example, a recent GitHub and Wakefield Research survey conducted with 500 U.S.-based developers at enterprise companies revealed that potentially as many as 92% of U.S.-based developers already use AI coding tools, either in or out of work. The majority see coding tools as a benefit to software development, improving code quality and speeding up completion time.

Does that ring true across the day to day experiences of most software developers? What does this growing integration of AI in the software development stage really mean for the larger industry? How is it influencing the way software engineers and developers work and learn? And what are the implications of these changes?

Voice of B2B Daniel Litwin sits down for a one-off interview with John Graham, founder and management advisor at Guildmaster Consulting, to dive into these dynamics and how they’re shaping a software professional’s working world. Litwin and Graham explore the impacts of AI on software development, the shifts in computer engineering workflows, and the changes in the wider STEM ecosystem.

Key points discussed in this interview include:

  • The increasing use of AI and language models such as ChatGPT in software development is enhancing productivity by generating code, but it also presents a double-edged sword.
  • As AI models like ChatGPT become more prevalent, there may be a shift in the role of developers, making them more like “prompt engineers”. They’ll need to learn how to best phrase their prompts and requests to these AI systems to achieve desired results, implying the importance of understanding the underlying mechanisms of AI models.
  • There are mixed opinions on how AI will impact job availability in the field of software development. Some believe AI will increase job availability by making developers more productive, while others worry that it might replace certain roles.
  • AI tools in software development and engineering could alter management dynamics. This could range from setting expectations, managing developers, to shaping relationships between clients and developers.

John Graham, founder and management advisor at Guildmaster Consulting, is a seasoned engineering professional and management strategy consultant who brings a wealth of industry insights to the table. His professional journey includes roles as a software engineer at Lockheed Martin and director of engineering at Simpli.fi.

Engineering & Construction: are you visible to AI?

Before they reach out, Engineering & Construction buyers ask AI engines which vendors to trust. See how AI describes your company today, and where competitors show up instead.

Free workspace

You just read one expert. Imagine publishing your whole team.

This article was produced through MarketScale. Create a free workspace and turn your own team's expertise into articles, video, and social posts. No credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What you get, free

Your own MarketScale Studio workspace
One video edit a month, on us
AI writing, editing, and publishing tools
In-platform coaching to learn the system

More Engineering & Construction Insights

AI moves from back office to job site in construction's next build-out

AI moves from back office to job site in construction's next build-out

McCarthy Building Companies has entered a multimillion-dollar agreement with Palantir to enhance AI adoption. However, RICS experts highlight that data readiness and organizational culture pose significant challenges. This development signals a shift in integrating AI within construction sectors.

  • 01McCarthy Building Cos. signs a major deal with Palantir.
  • 02Data readiness is a critical hurdle for AI integration.
  • 03Organizational culture impacts AI adoption in construction.

Jul 11, 2026

South Korea commits $7.5 billion to AI-autonomous manufacturing as smart factory count hits 30,000

South Korea commits $7.5 billion to AI-autonomous manufacturing as smart factory count hits 30,000

South Korea is investing $7.5 billion in advancing AI-autonomous manufacturing, with a significant increase in smart factories, now totaling 30,000. The initiative also targets the development of 100 AI manufacturing zones throughout the country.

  • 01South Korea invests $7.5 billion in AI-autonomous manufacturing.
  • 02There are currently 30,000 smart factories in South Korea.
  • 03The government aims to develop 100 AI manufacturing zones.

Jul 11, 2026

Construction's productivity crisis: why ML cost forecasting and off-site methods are converging

Construction's productivity crisis: why ML cost forecasting and off-site methods are converging

U.S. construction productivity has decreased since 1968. Machine learning models and off-site construction methods are becoming pivotal in bridging this productivity gap by providing accurate cost forecasting and efficient building practices.

  • 01U.S. construction productivity has been declining since 1968.
  • 02Machine learning models offer enhanced cost forecasting capabilities.
  • 03Off-site construction methods contribute to improved project efficiency.

Jul 10, 2026

Explore More Engineering & Construction Insights

Read more expert perspectives from across Engineering & Construction.

Browse Engineering & Construction Hub

For B2B teams

Your experts could be publishing here

Stories like this one run on content MarketScale captures from real practitioners. See how your team's expertise becomes coverage in Engineering & Construction and beyond.

Book a 15-minute demo

Or call us. No forms required. We pick up. 214-945-2512