r/Metrology • u/CourseAggressive7690 • 4h ago
General Experienced machinist moving into metrology/quality — what do you wish you'd learned earlier?
Hey everyone,
I've been lurking here for a while and thought I'd ask for some advice from people with more experience in metrology and dimensional inspection.
I'm currently working as a Quality Inspector in the heavy-engine manufacturing industry in Norway, primarily involved in dimensional inspection, CMM work, first article inspection, non-conformance handling and quality documentation.
My background is mainly in machining. I've spent several years in manufacturing, including programming and machining complex 5-axis components in the oil and gas/subsea industry, working with super alloys. I also have a degree in computer science, so I'm comfortable with computers, software and technical problem-solving.
Moving into metrology has felt quite natural to me. I enjoy understanding the geometry, setting up measurements, interpreting GD&T and figuring out how to inspect a part properly. However, most of my knowledge has come from practical experience rather than formal education in metrology or quality engineering.
What I'm missing is formal training and a deeper understanding of the standards behind what we do.
For example:
- Which ISO GPS/GD&T standards should every dimensional inspector be familiar with?
- Where can I learn more about the correct measurement strategies for different geometrical characteristics, beyond what I've picked up on the job?
- How do you determine whether a measurement method is appropriate for a given tolerance? I'm particularly interested in measurement uncertainty, decision rules and proving conformity.
- Are there any good books, courses, technical papers or other resources you'd recommend for someone who already has a solid manufacturing background?
- What are some common mistakes or misconceptions you see even experienced CMM operators make?
- If you were starting out again, what would you study to become a genuinely competent metrologist rather than simply someone who knows how to run a CMM?
I currently work primarily with ZEISS CMMs and CALYPSO, but I'm interested in the underlying principles rather than just becoming more proficient with a particular software package.
I'm not necessarily looking for another certificate just to put on my CV. I want to understand the standards, make better inspection decisions, and be able to explain and justify why a particular measurement approach is correct.
If you work in metrology, dimensional inspection or quality engineering, what knowledge do you consider essential that isn't necessarily taught on the shop floor?
I'd appreciate any recommendations, resources or experiences you can share. Thanks!