Reflecting on the future of work

'I believe in the potential for new technology to positively impact the quality of the built environment with immense speed and great efficiency,' writes Proving Ground's Nathan Miller.

December 12, 2017 |
Nathan Miller

As we approach the finish line for 2017, I continue to reflect on the state of the architecture and construction industry as I have in years past. As we contend with global issues of climate crises, labor shortages, and rising construction costs I believe that the world of architecture and construction is at an important pivot point amidst a time of disruptive technological advances.

At my core, I am a techno-optimist: I believe in the potential for new technology to positively impact the quality of the built environment with immense speed and great efficiency.

Simultaneously, I am also a realist: I also believe that we need to point a critical lens at the inevitable disruptions that will affect the future of work. At the center of many of these transformations will be digitization in the form of data-driven systems and “increasingly capable machines”. The construction industry will see transformations to supply chains that haven’t experienced disruption in decades. The construction workforce will be challenged to retool with new digital know-how. Industry professionals will see their work transform as data-driven automation helps them unpack complexity for new building solutions. 

When presenting Proving Ground’s work, I am often asked something along the lines of: “is it possible to create a [tool workflow, etc] that will automate  [x].” The question is usually related to technical feasibility alone. Most of the time, my answer is something along the lines of:  “Of course, but is your [business, workplace, team] willing to accept it?”

The question of technical feasibility is often the easiest question to answer. Advances in technology have dramatically increased the number of things that can be reliably automated and outperform humans at the equivalent task. Recent estimates have shown that  45% of work activities could be automated using already demonstrated technology.

To take this a step further, if you believe that creative occupations – such as architectural design – are immune from these advances, think again: If we break down the task of design in our offices today, the amount of time spent on purely ‘creative’ and ‘automation immune’ activities is probably less than you think. Across the US economy, it is estimated that less than 4% of work involves creative activities, leaving a rather large opportunity for occupational disruption even within design professions.

So where does that leave architecture and the construction industry?

The technical reality does not necessarily equate to willingness to adopt or invest in a new capability.  The cost of developing and deploying a new tool may prohibit a company from making the initial investment. After all, architecture and construction businesses operate on increasingly tight profit margins with less than 1% of revenues going towards research and development.

Furthermore, the current high demand for new technical skills, such as those of a BIM manager, may leave some business owners with sticker shock: A quick survey of salaries and job postings on shows that a BIM manager salary in the US is, on average, equal to or higher than that of a licensed architect.

The scarcity of high-demand skills can also contribute to slow adoption of advanced technical capabilities. In relation to BIM-specific skills, the UK-based Chartered Institute of Building (CIOB) published survey results citing concerns about the availability of BIM skills with “59% [of respondents] stating that the workforce does not have the skills needed to work with BIM and 78% see training as a core issue.”

As William Gibson succinctly put it: “The future is already here – it’s just not evenly distributed.” This means that even in the wake of emerging technological possibilities, today we still have a construction industry that continues to show flat productivity gains, rising costs, late projects, and immense waste. Indeed, moving the needle to transform a 1-trillion dollar construction industry (US) is no easy task. 

I feel very fortunate that Proving Ground has been able to play a part, however modest, in contributing to this future: in the last year we have helped companies datafy their building assets, worked with business leaders to define new job roles, consulted with manufacturers to change operational processes, introduced new digital skills to workers, and have created automation tools to support professional experts.

This work will continue in 2018 and we look forward to working with many friends and collaborators along the way… and we have a long way to go

Nathan Miller | Proving Ground
Proving Ground

Nathan Miller is the Founder of Proving Ground (, an AEC consulting practice that creates data-driven building processes that increase productivity, provide certainty, and enhance the human experience. As strategic advisers, the firm works with business leaders to define strategic plans focused on innovation with data. As educators, they teach your staff new skills by facilitating classroom-style workshops in advanced technology. As project consultants, they work with teams to develop custom tools and implement streamlined workflows.

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