AI Resilience Report forEarth Drillers, Except Oil and Gas

Right now, AI is showing up in ground drilling mostly as an assistant rather than a replacement for the person running the rig. At the IADC's recent Spark Tank event, AI dominated the conversation, and four emerging companies pitched products built around it, but the recurring message was that the industry doesn't want AI for its own sake — it wants practical solutions that improve efficiency, reduce risk, and extend the value of existing assets. The clearest wins are in paperwork-heavy tasks — exactly the ones flagged as most automatable for earth drillers, like recording drilling progress and documenting geological formations.

In one field trial, a mud report analysis that took engineers about 960 minutes was completed by generative AI agents in an average of 8.8 minutes per report, with parsing accuracy that was 2–8% higher than manual work. On the physical side, mining and mineral drillers are seeing autonomous rigs expand: the global mining automation market was valued at $6.2 billion in 2025, projected to grow to $11.1 billion by 2033, driven by adoption of autonomous equipment, AI-driven analytics, and digital solutions that improve safety and cut costs. But water-well, geothermal, and construction drilling remain hands-on trades — bolting casing pipes, fishing lost tools out of boreholes, and driving rigs to remote sites still require skilled humans.

Adoption will likely be uneven and slower than in oil and gas. A major reason is a genuine labor shortage: the U.S. has about 19,500 professional drillers working outside the oil and gas industry, and this workforce would need to triple to meet the Department of Energy's target of installing 17,500 geothermal networks by 2050. Trade coverage confirms the crunch — as oil prices surge, the hydrocarbon industry is pulling every available rig hand back to the oil fields, leaving ground-source geothermal contractors staring down unprecedented demand without the people to turn a bit to the right.

That shortage is actually a reason companies want AI (to stretch scarce crews further) but also a reason human drillers stay valuable — the anticipated growth of geothermal networks could create jobs that pay well and lead to career paths that can't be undone by AI. Federal projections back this up: construction is expected to add about 360,500 jobs from 2024 to 2034, while mining, quarrying, and oil and gas extraction is projected to lose about 9,300, meaning demand for water, geothermal, and construction drillers should stay solid. Small contractor margins, rugged worksites, and safety-critical judgment calls will slow full automation, but expect AI copilots for logs, permits, and predictive maintenance to spread quickly.

If you're curious about this career, the message from insiders at Drilling Contractor magazine ^[1] is reassuring: the future may be digital, but the technologies aren't trying to replace humans — people are still the key to success.