Artificial intelligence is not simply changing what software engineers do. It is beginning to change how software teams are organised. Bain & Company said traditional engineering pyramids are already becoming less common. The proportion of software organisations reporting a traditional pyramid structure has fallen from 66% to 29% in its survey.
The shift is visible in day-to-day work. Developers surveyed by Bain expect to spend around one-third of their time directing AI agents within two years, compared with almost none two years earlier. Teams are also becoming smaller, with pods of three to five people increasingly replacing larger structures for some types of work.
The biggest change may be happening at the bottom of the organisational pyramid. Bain in the survey said junior engineers previously made up around one-third of teams on average but now account for less than one-fifth, while senior ranks are expanding.
That creates an unusual problem. The routine work increasingly handled by AI is also the work through which junior engineers traditionally developed their skills. If AI performs more testing, coding and routine debugging, companies may need to rethink how young engineers gain experience.
At the same time, the skills companies value are changing. Bain said AI fluency is now the leading capability sought by engineering organisations in its survey, cited by 62% of respondents and three times higher than raw coding skill.
The emerging engineer may therefore look different from the traditional programmer. Instead of spending most of the day writing code, developers could increasingly define requirements, direct agents, review outputs, solve complex problems and make architectural decisions.
For India’s IT services industry and GCC ecosystem, this shift could have major implications for hiring and training. The question is no longer simply how many engineers companies need. It is increasingly about what level of judgment, AI fluency and domain knowledge those engineers need.
Key Things to Know
How much time could developers spend directing AI agents?
Bain’s survey said around one-third of developers’ time within two years.
What is happening to software team structures?
Teams are becoming smaller and more multidisciplinary.
