Oil and gas interview prep when AI flags an anomaly

Practice checking records, handing off open work and explaining what needs approval.

What companies say they’re looking for

01 Check what the model used

“Industrial processes generate vast amounts of data, and we can use AI to 'produce' knowledge from this data.” (opens the source)

Hege Skryseth, Executive Vice President for Technology, Digital, and Innovation, Equinor · Equinor, Jan 7, 2026

Count the current records behind an archived alert.

“we are developing a machine-learning tool trained on historical risk assessments, in-line inspection reports and field non-destructive examinations.” (opens the source)

Enbridge Inc., Company account of liquids pipeline integrity · Enbridge, May 28, 2026

Find out if a second display uses a separate source.

Oil and gas interview practiceWhat does the archived alert establish?Example

02 Transfer open work with a named owner

“We usually come offshore for about two to three weeks, then return onshore for off-days and reporting” (opens the source)

Toh Ke Jing, Operations Engineer on PFLNG Dua, PETRONAS · PETRONAS FLOW, Apr 17, 2026

Record who accepted each item and when its update is due.

Oil and gas interview practiceWho owns the open handoff?Example

03 Keep provisional figures visible

“Preliminary production figures for September 2026 show an average daily production of 1 900 000 barrels of oil, NGL and condensate.” (opens the source)

Norwegian Offshore Directorate, September 2026 production release · Norwegian Offshore Directorate, Oct 20, 2026

Label measured and estimated volumes and apply the same time boundary.

Oil and gas interview practiceWhich figure belongs in the daily report?Example

04 Keep evidence and approval separate

“With first gas achieved at the offshore floating production unit in July, we’re now progressively bringing wells online” (opens the source)

Liz Westcott, CEO and Managing Director, Woodside Energy · Woodside, Sep 3, 2026

State which records the reviewer accepted and who can approve the packet.

Oil and gas interview practiceWhich records support the review?Example

05 Update the project estimate

“The project is being carried out at an operating facility and is more complex than anticipated.” (opens the source)

Trond Bokn, Senior Vice President for Project Development, Equinor · Equinor, Oct 7, 2026

Show how the revised cost or date changes the options.

Oil and gas interview practiceWhich option can the project sponsor approve?Example

Sources

Hege Skryseth, Executive Vice President for Technology, Digital, and Innovation, Equinor, at the time. Equinor, “Use of artificial intelligence saved Equinor USD 130 million in 2025”, Jan 7, 2026. Open the source. Checked against the published text.
Enbridge Inc., Company account of liquids pipeline integrity, at the time. Enbridge, “2025 Sustainability Report”, May 28, 2026. Open the source. Checked against the published text.
Toh Ke Jing, Operations Engineer on PFLNG Dua, PETRONAS, at the time. PETRONAS FLOW, “Advancing Offshore Leadership with Women Engineers”, Apr 17, 2026. Open the source. Checked against the published text.
Norwegian Offshore Directorate, September 2026 production release, at the time. Norwegian Offshore Directorate, “Production figures September 2026”, Oct 20, 2026. Open the source. Checked against the published text.
Liz Westcott, CEO and Managing Director, Woodside Energy, at the time. Woodside, “Half-year results wrap with our CEO”, Sep 3, 2026. Open the source. Checked against the published text.
Trond Bokn, Senior Vice President for Project Development, Equinor, at the time. Equinor, “Updated cost estimate for the Snøhvit Future project”, Oct 7, 2026. Open the source. Checked against the published text.

Last reviewed Nov 11, 2026