Takeover Tracker
43%medium risk

Petroleum Pump System Operators, Refinery Operators, and Gaugers

Operate or control petroleum refining or processing units. May specialize in controlling manifold and pumping systems, gauging or testing oil in storage tanks, or regulating the flow of oil into pipelines.

Higher risk than 88% of occupations
Checking for existing plan...

How AI Impacts Each Task

24 tasks analyzed

Monitor process indicators, instruments, gauges, and meters to detect and report any possible problems.

Risk: 86.0%AI: 92EstimatedTime: 10%

Start pumps and open valves or use automated equipment to regulate the flow of oil in pipelines and into and out of tanks.

Risk: 51.0%AI: 45EstimatedTime: 8%

Control or operate manifold and pumping systems to circulate liquids through a petroleum refinery.

Risk: 53.0%AI: 50EstimatedTime: 8%

Operate control panels to coordinate and regulate process variables such as temperature and pressure, and to direct product flow rate, according to process schedules.

Risk: 85.2%AI: 90EstimatedTime: 8%

Signal other workers by telephone or radio to operate pumps, open and close valves, and check temperatures.

Risk: 77.2%AI: 70EstimatedTime: 3%

Verify that incoming and outgoing products are moving through the correct meters, and that meters are working properly.

Risk: 80.0%AI: 77EstimatedTime: 4%

Read automatic gauges at specified intervals to determine the flow rate of oil into or from tanks, and the amount of oil in tanks.

Risk: 88.0%AI: 97EstimatedTime: 4%

Operate auxiliary equipment and control multiple processing units during distilling or treating operations, moving controls that regulate valves, pumps, compressors, and auxiliary equipment.

Risk: 53.0%AI: 50EstimatedTime: 6%

Plan movement of products through lines to processing, storage, and shipping units, using knowledge of system interconnections and capacities.

Risk: 55.0%AI: 70EstimatedTime: 4%

Read and analyze specifications, schedules, logs, test results, and laboratory recommendations to determine how to set equipment controls to produce the required qualities and quantities of products.

Risk: 53.0%AI: 65EstimatedTime: 4%

Record and compile operating data, instrument readings, documentation, and results of laboratory analyses.

Risk: 63.9%AI: 36.62ObservedTime: 4%

Coordinate shutdowns and major projects.

Risk: 39.0%AI: 30EstimatedTime: 2%

Synchronize activities with other pumphouses to ensure a continuous flow of products and a minimum of contamination between products.

Risk: 51.0%AI: 60EstimatedTime: 3%

Perform tests to check the qualities and grades of products, such as assessing levels of bottom sediment, water, and foreign materials in oil samples, using centrifugal testers.

Risk: 49.0%AI: 40EstimatedTime: 3%

Prepare calculations for receipts and deliveries of oil and oil products.

Risk: 88.0%AI: 97EstimatedTime: 3%

Patrol units to monitor the amount of oil in storage tanks, and to verify that activities and operations are safe, efficient, and in compliance with regulations.

Risk: 49.0%AI: 40EstimatedTime: 5%

Maintain and repair equipment, or report malfunctioning equipment to supervisors so that repairs can be scheduled.

Risk: 13.0%AI: 10EstimatedTime: 4%

Collect product samples by turning bleeder valves, or by lowering containers into tanks to obtain oil samples.

Risk: 45.0%AI: 30EstimatedTime: 3%

Lower thermometers into tanks to obtain temperature readings.

Risk: 45.0%AI: 30EstimatedTime: 2%

Inspect pipelines, tightening connections and lubricating valves as necessary.

Risk: 45.0%AI: 30EstimatedTime: 3%

Clean interiors of processing units by circulating chemicals and solvents within units.

Risk: 49.0%AI: 40EstimatedTime: 2%

Clamp seals around valves to secure tanks.

Risk: 45.0%AI: 30EstimatedTime: 2%

Calculate test result values, using standard formulas.

Risk: 65.5%AI: 40.62ObservedTime: 2%

Conduct general housekeeping of units, including wiping up oil spills and performing general cleaning duties.

Risk: 45.0%AI: 30EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Equipment Maintenance78%

Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Petroleum Pump System Operators, Refinery Operators, and Gaugers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.3pt risk+$5K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-5.3pt risk+$6K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.6pt risk+$5K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

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Score History

Risk score over 2 scoring runs

+1.2

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School3%
High School Diploma72%
Post-Secondary Certificate6%
Associate's Degree18%

Prior Experience Needed

Work experience required to enter this job

None21%
Up to 1 month3%
6 months - 1 year1%
1-2 years48%
2-4 years12%
4-6 years11%
6-8 years1%
Over 10 years2%

Training Provided After Hiring

How long it typically takes to learn on the job

1-3 months21%
3-6 months43%
6 months - 1 year21%
1-2 years6%
2-4 years7%
6-8 years2%

Related News

Recent articles about AI affecting this occupation

2 articles

Claude AI's Integration with Blender Sparks Divide Among Digital Artists

A controversial new partnership integrating Anthropic's Claude AI with 3D modeling software Blender is dividing the creative community. Digital artists are debating whether the automation tool will enhance their workflows or threaten 3D design jobs.

Creative BloqApr 29

Robot Dogs are Reading Industrial Meters and Thermostats

Boston Dynamics' Spot robot can now autonomously read analog gauges and thermometers in industrial facilities using Google's AI. This directly automates routine facility inspection and monitoring roles previously requiring human walkthroughs.

Ars TechnicaApr 15

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis