A task performed by Mechanical Engineering Technologists and Technicians
Analyze test results in relation to design or rated specifications and test objectives, and modify or adjust equipment to meet specifications.
Not yet. Workers want this automated (3.6/5), but experts rate today's AI capability at only 2/5, the technology isn't there. It's an R&D Opportunity.
Do you want this task automated?
How much the people who do this task want AI to take it over (avg of 5 workers).
How capable experts rate current AI at this task (avg of 2 experts).
How much human involvement should stay?
The Human Agency Scale (H1–H5) captures how much human direction workers think this task should keep.
Why workers want this automated
- Reduces human error60%
- It's repetitive40%
- Helps handle larger scale40%
- Frees up time for higher-value work20%
How to automate this
Workers want this gone, but today's tools only get part of the way. Automate the edges.
Analyzing & processing data
Let the spreadsheet or a BI tool do the math and the charts.
- 1Set up formulas and pivot tables once, so the numbers you need to analyze test results in relation to design or rated specifications and test objectives recalculate themselves.
- 2Connect a free dashboard so reports refresh themselves (Looker Studio, Power BI).
- 3Use AI to summarise the findings, but keep the numbers in the spreadsheet.
Tools that can help
Know a better way, or spot an error?
Share how you automate this in real life, or correct the data. Reviewed before publishing.
This is 1 of 10 tasks studied for Mechanical Engineering Technologists and Technicians, where workers want 60% of tasks automated.
More Mechanical Engineering Technologists and Technicians tasks
- Prepare equipment inspection schedules, reliability schedules, work plans, or other records.Green Light
- Provide technical support to other employees regarding mechanical design, fabrication, testing, or documentat…R&D Opportunity
- Design molds, tools, dies, jigs, or fixtures for use in manufacturing processes.R&D Opportunity
- Record test procedures and results, numerical and graphical data, and recommendations for changes in product…R&D Opportunity
- Review project instructions and specifications to identify, modify and plan requirements fabrication, assembl…R&D Opportunity
- Review project instructions and blueprints to ascertain test specifications, procedures, and objectives, and…Red Light
Other R&D Opportunity tasks
- Assist drafters in developing the structural design of products, using drafting tools or computer-assisted dr…Mechanical Engineers
- Design and conduct hardware or software tests.Computer Systems Engineers/Architects
- Develop computer information resources, providing for data security and control, strategic computing, and dis…Computer and Information Systems Managers
- Evaluate data processing proposals to assess project feasibility and requirements.Computer and Information Systems Managers
- Maintain regularly scheduled office hours to advise and assist students.Business Teachers, Postsecondary
- Develop or monitor procedures to ensure adequate quality control of images.Radiologists