Manufacturing

Forging Press Operator

AI is poised to impact Forging Press Operators through advancements in robotics and computer vision. Automated systems can handle repetitive material handling and basic quality checks, while AI-powered monitoring systems can optimize press parameters. However, tasks requiring complex problem-solving and real-time adjustments based on unforeseen circumstances will likely remain human-dependent for the foreseeable future.

Top risks:

Position stock or workpiece against stops or dies.60%
Set up, operate, or tend forging machines, such as forging presses or hammers, to hot-forge metal parts.40%
Examine forged parts for defects, dimensional accuracy, or surface condition.70%

Lower Risk

Manufacturing

R and D Technician

AI is poised to impact R&D Technicians through automation of routine lab tasks, data analysis, and experimental design optimization. Robotics and computer vision can automate sample preparation and analysis, while machine learning algorithms can accelerate data interpretation and hypothesis generation. LLMs can assist in literature reviews and report writing.

Top risks:

Conducting routine laboratory experiments and tests60%
Preparing samples and solutions for analysis50%
Operating and maintaining laboratory equipment40%

Side-by-Side Metrics

Metric	Forging Press Operator	R and D Technician
Risk Score	73%	70%
Risk Level	Critical Risk	Critical Risk
Timeline	5-10 years	5-10 years
Category	Manufacturing	Manufacturing
Tasks at Risk	7 tasks	7 tasks
Skills at Risk	4 skills	5 skills
Safe Skills	4 skills	5 skills

Risk Comparison

Forging Press Operator73%

R and D Technician70%

R and D Technician has 3 percentage points lower risk than Forging Press Operator.

Tasks at Risk

Forging Press Operator Tasks at Risk

Position stock or workpiece against stops or dies.60%

5-10 years

Set up, operate, or tend forging machines, such as forging presses or hammers, to hot-forge metal parts.40%

10+ years

Examine forged parts for defects, dimensional accuracy, or surface condition.70%

5-10 years

Adjust machine settings to maintain product quality or production volume.30%

10+ years

Read blueprints or job orders to determine product specifications or tooling instructions.80%

2-5 years

R and D Technician Tasks at Risk

Conducting routine laboratory experiments and tests60%

5-10 years

Preparing samples and solutions for analysis50%

5-10 years

Operating and maintaining laboratory equipment40%

5-10 years

Collecting and recording experimental data70%

2-5 years

Analyzing experimental data and interpreting results40%

5-10 years

Skills Comparison

Shared AI-Resistant Skills(valuable in both careers)

Critical Thinking

Forging Press Operator -- Safe Skills

Problem SolvingCritical ThinkingAdaptabilityTroubleshooting

Forging Press Operator -- Skills at Risk

Machine OperationQuality Control AnalysisBlueprint ReadingData Entry

R and D Technician -- Safe Skills

Critical thinkingComplex problem-solvingExperimental design (advanced)CommunicationCollaboration

R and D Technician -- Skills at Risk

Data collectionSample preparationRoutine testingData entryBasic data analysis

Shared Vulnerable Skills(at risk in both careers)

Data Entry

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