Skip to content
‹ 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

Free workspace

Turn your Engineering & Construction expertise into content.

Record interviews, organize footage, and write with AI on a free trial of the MarketScale platform for qualifying companies. No demo required, no credit card.

Try it Free

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.

Your experts belong here

Every story in MarketScale Engineering & Construction starts with a company putting its project engineers, superintendents, and estimators on the record. Buyers are already reading this topic. The only question is whose experts they find.

Owners shortlist firms they already trust, and your field leaders become the reason your name is on that list.

Book DemoSee how it works15 minutes, straight to a calendar.
B2B Weekly

The week in Engineering & Construction, and sixteen other industries, every Monday.

Ten stories, one-line takes, five minutes. Free.

Engineering & Construction: are you visible to AI?

Before they reach out, Engineering & Construction buyers ask AI engines which vendors to trust. Explore how your experts, customers, and partners can become useful content for buyers and AI search.

Free Trial

You just read one Engineering & Construction expert. Your company is full of them.

This article was produced through MarketScale. The same platform turns your project engineers, superintendents, and estimators into the articles, video, and social content Engineering & Construction buyers are searching for. Start a free trial and see it with your own people. For qualifying companies, no credit card, no demo required.

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

What your free trial includes

Hands-on access to the MarketScale platform
Media requests to your crowd, remote recording, AI writing tools
No demo required. No credit card.
For qualifying companies. Company confirmation required.

More Engineering & Construction Insights

Tilt-Up Concrete Association brings its certification exam to Guadalajara Nov. 19

Tilt-Up Concrete Association brings its certification exam to Guadalajara Nov. 19

The listed venue is Atmósfera Corporativa, Av. Pablo Neruda 2631, Col. Providencia, Guadalajara.

  • 01The architecture talk and the certification exam are 15 hours apart at the same address, letting firms align designers and credential-seekers in one two-day schedule.

Nov 10, 2026

Veolia to treat a 3-million-person wastewater load at Arauco's Brazil pulp mill

Veolia to treat a 3-million-person wastewater load at Arauco's Brazil pulp mill

Veolia will design and implement the industrial effluent treatment plant for Arauco's US$4.6 billion Sucuriú pulp mill in Inocência, Mato Grosso do Sul, Brazil. The plant will be capable of treating 10,600 cubic meters of wastewater per hour. Veolia says the organic load is equivalent to that of a municipality of 3 million inhabitants. It will use its biofilm activated sludge process, which aims to maximize treatment capacity within a compact footprint, ahead of the mill's expected late 2027 start of operations.

  • 01The plant will treat 10,600 cubic meters an hour at a 3.5 million-tonnes-a-year mill, with wording that suggests a reference design for next-generation builds.
  • 02Veolia’s design targets a compact footprint and includes belt presses to dewater sludge, making sludge handling part of the treatment system.

Nov 9, 2026

Case's N Series small dozers keep the same engines and rebuild the cab

Case's N Series small dozers keep the same engines and rebuild the cab

Case says its updated small dozers keep the same engine, with changes centered on cab controls, a new display and operator customization.

  • 01With the engine unchanged, the M-to-N story is cab controls, operator profiles and improved sightlines.
  • 02With the 650N now on electric-over-hydraulic blade control, Case says its entire dozer lineup uses EH blade control.

Nov 9, 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 Demo

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