Production managers and directors in mining and energy
Production managers and directors in mining, energy and water supply plan, organise, direct and co-ordinate the activities and resources necessary for the extraction of minerals and other natural deposits, the utilisation of sustainable and renewable energy sources and the production, storage and provision of gas, water and electricity supplies.
Task Bundle Breakdown
How AI interacts with this occupation's task bundle
Task-by-Task Breakdown
Every task scored individually — sorted highest to lowest AI exposure
determines staffing, material and other needs
AI forecasting tools like SAP IBP or Microsoft Copilot in Excel can model staffing and material requirements based on production schedules, significantly reducing planning time while humans validate outputs.
ensures that all haulage, storage, purification and distribution work is performed efficiently and in compliance with statutory and other regulations
AI-driven logistics and compliance platforms (e.g., Intelex, Enablon) can monitor haulage and distribution workflows against regulatory standards and alert managers to deviations in real time.
ensures compliance with issues relating to the environmental impact of operations
AI environmental monitoring platforms (e.g., Enviro.ai, Intelex) can continuously track emissions, waste, and regulatory thresholds, generating compliance reports and flagging risks faster than manual processes.
co-ordinates the activities of mines and open-cast mining operations, quarries, drilling operations, offshore installations, solar power stations, wind farms and other renewable energy generating facilities
AI tools like IBM Maximo or Palantir can analyse operational data and flag coordination issues, but real-time decision-making across complex multi-site operations still requires experienced human judgment.
co-ordinates and supervises coal-face production activities and ensures compliance with health and safety regulations
AI-powered monitoring systems (e.g., sensor-based safety platforms) can flag compliance breaches, but physical supervision of coal-face activities and safety enforcement requires human presence and authority.
arranges for the provision of gas, water and electricity supplies
AI can assist with demand forecasting and scheduling for utility supply, but the coordination with suppliers, regulators, and infrastructure providers requires human negotiation and accountability.
ROI Calculator
Production managers and directors in mining and energy
This is not a pay rise — it's 510 hours of productive capacity that AI could return to you, valued at your current rate.
The portion of your current salary tied to tasks AI can automate or augment. Not a prediction of job loss — a signal of where your role is changing fastest.
How is this calculated?▾
Task weights — each task is weighted by its O*NET frequency rating. Where frequency data is absent, equal weighting is applied.
AI time reduction — tasks scored as "AI Automates" assume 80% time saving; "AI Assists" assumes 40%; "Human-Led" assumes 5%.
Salary equivalent — annual hours saved × (salary ÷ 1,800 working hours/year).
Value at risk — salary × share of role time in AI-automate or AI-assist tasks.
Figures are indicative estimates for planning purposes, not guarantees of productivity gain or job loss risk.