0%Human

Materials Engineers

60% Human

Evaluate materials and develop machinery and processes to manufacture materials for use in products that must meet specialized design and performance specifications. Develop new uses for known materials. Includes those engineers working with composite materials or specializing in one type of material, such as graphite, metal and metal alloys, ceramics and glass, plastics and polymers, and naturally occurring materials. Includes metallurgists and metallurgical engineers, ceramic engineers, and welding engineers.

Score estimated from occupation data. Task-level analysis in progress.

0

stays yours

0

you + AI

0

off your plate

Under the hood, every task is classified by our deterministic engine (see the methodology) and aggregated as HCI = ((OWN × 1.00 + GUARD × 0.70 + AMPLIFY × 0.45) / total) × 100 — the same mix shown above as three plain piles. Estimated from Generalized Work Activity data and Felten AIOE scores. Occupation baselines fold sign-off tasks (AI-capable, human accountability required) into the “you + AI” pile; your personalised analysis separates them with a “you sign off” chip.

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