Sample Assessment Reportexample of the deliverable — not a real candidate
HireSciencesCandidate Assessment Report
Employer:
Demo Precision Co.
Role:
CNC Setup Machinist
Candidate:
Marcus DeLeon
Date:
2026-06-13
Overall fitStrong fit
Reading the printDemonstrated
Planning the setupDemonstrated
Proving out the first pieceDemonstrated
Production runDemonstrated
5/5
Answered correctly
22m 0s
Total time

Across the requirements Demo Precision Co. named for the CNC Setup Machinist role, the candidate demonstrated each one. The responses show sound print and GD&T reading, disciplined setup sequencing, careful first-piece prove-out, and correct root-cause diagnosis on production drift, with judgment oriented toward protecting the part and the schedule.

Skill-area findingswhat was observed in each area

Reading the print and GD&T

  • Identified datum B correctly and explained the datum reference frame.
  • Worked the MMC position bonus correctly, arriving at 0.018 on the Ø.293 hole.

Setup and sequencing

  • Sequenced operations to hold the bore-to-A perpendicularity and the pattern's position.
  • Established datum A before machining the controlled features.

Prove-out discipline

  • Did not trust the air run; single-blocked the first cut at a reduced feed.
  • Verified size and watched load and chip before committing to the run.

Production drift and root cause

  • Read the oversize-plus-torn-finish pattern as tool wear or built-up edge.
  • Corrected with a wear offset and confirmed a part before continuing, rather than masking the cause.
Organizational & culture fitqualitative — not scored right/wrong

Assessed qualitatively, for your team to weigh against your own needs.

  • Framed decisions around protecting the part and the schedule, not raw speed.
  • Treated the offset change as something to confirm and flag, consistent with a quality-first shop.
Stage breakdowncorrect & time by stage
StageCorrectTime
Reading the print2/23m 0s
Planning the setup1/15m 0s
Proving out the first piece1/14m 0s
Production run1/16m 0s
Question-by-question detailevery answer vs. the correct one

Reading the print

  1. 1. On this print, which feature is datum B?

    Their answer: The Ø7.400 bore.

  2. 2. The 8× Ø.290 holes carry true position Ø.015 at MMC. A hole measures Ø.293. How much position tolerance does that hole actually get?

    Their answer: 0.018. The 0.003 over MMC adds a bonus to the 0.015.

Planning the setup

  1. 1. Plan the setup so the bore-to-A perpendicularity and the bolt pattern's position to B hold. What order, and why?

    Their answer: Indicate datum A, finish-bore B in the same setup so perpendicularity holds, then drill the pattern locating from B.

Proving out the first piece

  1. 1. The program air-cut clean above the part. On the first cut into metal, what do you do and watch for?

    Their answer: Single block at a reduced feed override, hand on feed hold; watch the load meter, listen for chatter, check the first chip and verify size before continuing.

Production run

  1. 1. Twenty parts in, a bored diameter has crept .0008 oversize and the finish has gone torn. Find the cause, bring it back, and say what you would avoid.

    Their answer: Oversize plus a torn finish points to a worn insert or built-up edge. Measure the trend, change the insert, correct size with a wear offset, and confirm one part before running on. I would not just keep bumping offsets without finding the cause.

Rule-based and reviewed by HireSciences before release. Each skill area is rated Demonstrated (80%+ of its questions correct), Partial (50–79%), or Not demonstrated (below 50%); the overall band follows from those ratings. Organizational & culture fit is assessed separately and is not part of this band. Findings map only to the requirements the employer named at intake.