Occupation intelligence

roughneck

Snapshot

The life of a roughneck is demanding but essential to the energy industry. As a vital part of a drilling crew, you’ll be directly involved in the process of extracting resources, working both independently and as part of a close-knit team.

Summary

Roughnecks, also known as roustabouts, are foundational to drilling operations. Your work centers around the drill floor, where you’ll be responsible for the physical tasks that keep the drilling process running smoothly. This includes connecting and disconnecting drill pipe, assembling and disassembling drilling equipment, and assisting in the collection of core samples. Maintaining and repairing equipment on the drilling floor is also a crucial part of the role.

Key responsibilities
  • • Connecting and disconnecting drill pipe during drilling operations.
  • • Assembling and disassembling drilling equipment and tools.
  • • Collecting and preparing core samples for analysis.
70%
Resilience Score · 2026 (Higher is better)
Upper secondary education 14% AI exposure
Start Career DNA assessment
Labour market

Where this occupation is in demand

Reported labour shortages and surpluses, by year. Published for occupation groups, not for individual job titles.

Shortage reportedSurplus reportedReported in another yearNot covered by this source

Deeper colour: reported the same way in more consecutive years.

Figures cover Stationary plant and machine operators — 259 jobs including this one.

5 of 7 in shortage202512 of 27 growing1.3Mopenings to 2035

In shortage: Austria, Czechia, Italy, Latvia and 1 more.

Longest-running shortage: Czechia, 2 years.

Select a place on the map to see its figures.

About this source

Source: ELA/EURES labour shortages and surpluses. Readings are published at occupation-group level, and cover Europe. Editions differ in annex layout and country coverage, so a change between years does not always mean the labour market changed. Countries in grey were not reported, which is not the same as being in balance.

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Quick fit check

Could roughneck fit you?

Answer three quick questions. This is not a full assessment — it is a teaser to help you decide whether to compare your profile.

Progress0/3

Do you enjoy tasks that require Dependability?

Do you enjoy tasks that require Support?

Do you enjoy tasks that require Cooperation?

NexFuture™

Future Outlook for roughneck

The outlook for roughneck reflects a balanced mix of automation exposure and durable, human-led work.

How are these scores calculated?

The Resilience Score (0–100) estimates how structurally protected this occupation is from automation and AI disruption, based on task-level analysis. Higher scores mean more human-judgment-intensive tasks. AI Exposure shows the estimated percentage of task hours that current AI capabilities could affect. These are model-derived structural indicators, not predictions about individual job security.

Play the future

How could roughneck change as AI adoption grows?

Human judgement, trust, and context remain strong protectors for this role.

Significant task-level transformation is estimated in 18 years (around 2044) under the selected Expected Pace scenario.
~70%
Resilience
Automation Risk
EXP~15%
Human advantage
MOAT~75%

Illustrative scenario based on task automatability — not a forecast. Values are rounded the further ahead you look.

2026
2036
2049
AI Adoption Speed:

How AI may change this role

Deterministic, model-based interpretation of current role signals — not a guarantee of replacement.

Human-owned 70% Human-owned
What still depends on people
  • ensure health and safety in manufacturing
  • cooperate with colleagues
  • maintain drilling equipment
The Human Edge To stay ahead in this role, focus on mechanics and chemistry. These human-centric skills are the hardest for AI to replicate in the next 20 years.
Assist 15% Assist
Where AI may become a co-pilot
  • collect samples
  • assemble metal parts
  • maintain oil field machinery
Automate 14% Automate
Tasks most exposed to automation

No single task here is highly automatable yet.

Detailed Analysis

Vital Signs & AI Vectors

AI Exposure Vectors

0-100%
Robotic & Physical Automation 15%

Exposure to physical automation, robotics, and sensor-driven task displacement

Generative AI 6%

Exposure to content generation, creative augmentation, and large language model tools

AI / Machine Learning 0%

Exposure to AI-assisted analysis, pattern recognition, and predictive modelling tasks

Cognitive Software 0%

Exposure to workflow automation, decision-support software, and process digitisation

Technical Details
Methodology: NexFuture v3.0 Sources: O*NET® 30.3, ESCO v1.2.1 Updated: Aug 2026

NexFuture v3.0 estimates automation exposure natively from ESCO essential-skill groups, weighted by skill mass and calibrated against expert anchors. Scores are probabilistic estimates, not guarantees. See the NexFuture Methodology White Paper for full details.

Measures automation exposure. It does not measure pay, demand, or how many jobs exist near you.

Day in the life

What people in this role usually do

Supply Chain & Transportation

Day in the life

A typical day as a roughneck

09
09:00 · Morning
connect oil well heads
Prepare oil wellheads for connection to oil stock tanks.
10
10:30 · Mid-morning
assemble metal parts
Align and arrange steel and metal parts in order to assemble complete products; use the appropriate hand tools and gauges.
12
12:00 · Midday
collect samples
Set up and operate equipment to collect water, gas, oil or soil samples for testing.
14
14:00 · Afternoon
guide drill pipes
Guide drill pipe in and out of elevators.
15
15:30 · Late afternoon
maintain drilling equipment
Maintenance and repair of a variety of drilling equipment.
17
17:00 · Wrap-up
maintain oil field machinery
Disassemble, repair or replace oil field equipment such as steam engine components or boilers; use power tools and hand tools.

Task order is illustrative. Individual days vary.

Software & Technologies & Knowledge areas
Software & Technologies
Microsoft ExcelMicrosoft OutlookMicrosoft Word
Knowledge areas
  • mechanics

    Theoretical and practical applications of the science studying the action of displacements and forces on physical bodies to the development of machinery and mechanical devices.

  • chemistry

    The composition, structure, and properties of substances and the processes and transformations that they undergo; the uses of different chemicals and their interactions, production techniques, risk factors, and disposal methods.

Cross-sector skills
  • mechanics
  • chemistry
Essential skills
developing solutions
  • create solutions to problems

    Solve problems which arise in planning, prioritising, organising, directing/facilitating action and evaluating performance. Use systematic processes of collecting, analysing, and synthesising information to evaluate current practice and generate new understandings about practice.

  • react to events in time-critical environments

    Monitor the situation around you and anticipate. Be ready to take quick and appropriate action in case of unexpected events.

installing plumbing or piping equipment or systems
  • connect oil well heads

    Prepare oil wellheads for connection to oil stock tanks.

  • guide drill pipes

    Guide drill pipe in and out of elevators.

installing wooden and metal components
  • maintain drilling equipment

    Maintenance and repair of a variety of drilling equipment.

working in teams
  • cooperate with colleagues

    Cooperate with colleagues in order to ensure that operations run effectively.

collecting and preparing specimens or materials for testing
  • collect samples

    Set up and operate equipment to collect water, gas, oil or soil samples for testing.

assembling and fabricating products
  • assemble metal parts

    Align and arrange steel and metal parts in order to assemble complete products; use the appropriate hand tools and gauges.

maintaining mechanical machinery
  • maintain oil field machinery

    Disassemble, repair or replace oil field equipment such as steam engine components or boilers; use power tools and hand tools.

complying with health and safety procedures
  • ensure health and safety in manufacturing

    Ensure health and safety of personnel during manufacturing process.

Skill DNA

Skill DNA

Work personality traits and values that define this role

Key traits you need
Dependability Cooperation Stress Tolerance Concern for Others Self-Control Attention to Detail Leadership Adaptability/Flexibility Persistence Integrity Initiative Achievement/Effort Independence Analytical Thinking Social Orientation Innovation
Key rewards you can expect
AchievementWorking Condit…RecognitionRelationshipsSupportIndependence
Career progression

Growth Pathways & Similar Roles

Explore typical career progression paths, adjacent skills, and similar roles to plan your next transition.

Common questions

Frequently asked questions

What kind of physical demands are involved in being a roughneck?
This role is physically demanding, requiring significant strength and stamina. You’ll be working long hours in all weather conditions, often in confined spaces, and frequently lifting heavy objects. Safety protocols are paramount, and proper training is essential to mitigate risks.
Are there opportunities for advancement beyond being a roughneck?
Yes, experience as a roughneck can be a stepping stone to more specialized roles within the drilling industry. With further training and experience, you could progress to positions like driller, toolpusher, or other supervisory roles.
Can I be a self-employed roughneck?
While most roughnecks are employed by drilling companies, there are opportunities for self-employment, often as independent contractors providing specialized services or equipment to drilling operations. This typically requires significant experience and a strong reputation within the industry.
Roughneck — is there a shortage in Europe?
Yes. In the 2025 ELA/EURES edition, a shortage was reported in 5 of the 7 European countries that assessed this occupation group: Austria, Czechia, Italy, Lithuania and 1 more. Czechia has reported one for 2 consecutive years. These assessments are published per occupation group rather than per job title.
Roughneck — what does it pay in the United States?
$62,740 a year at the median, as of 2025-05. State medians run from $45,180 to $86,980. Source: US Bureau of Labor Statistics. This is a United States figure and not a projection for Europe.