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Human-Machine Interface

Interface design, operator training, and ergonomic systems that optimize human-machine collaboration.

10 Essential Skills

Operator Interface Design

Medium Demand

Design of intuitive operator interfaces for manufacturing equipment....

usabilityalarm managementsituation awareness

Human Factors Engineering

Medium Demand

Application of human factors principles to manufacturing system design....

ergonomicscognitive loadsituational awareness

Manufacturing Ergonomics

Medium Demand

Design of workstations and tasks to reduce injury risk and improve efficiency....

workstation designlifting limitsrepetitive motion

Technical Training Development

Medium Demand

Creation of training programs for manufacturing skills and equipment operation....

curriculum designskills matrixcompetency assessment

Augmented Reality in Manufacturing

High Demand

Application of AR for training, maintenance guidance, and quality inspection....

HoloLensMagic Leapwork instructions

Industrial Wearables

Medium Demand

Implementation of wearable devices for worker safety and productivity....

smart glassesexoskeletonswearable sensors

Voice-Directed Work

Low Demand

Voice-guided picking and work instruction systems for hands-free operation....

pick-to-voiceVocollectspeech recognition

Human-Robot Interaction

High Demand

Design of safe and effective human-robot collaborative workspaces....

cobot deploymentworkspace designtrust calibration

Remote Monitoring & Control

High Demand

Systems for remote supervision and control of manufacturing operations....

remote accessVPNdashboards

Alarm Management

Medium Demand

Design and rationalization of alarm systems per ISA-18.2 standards....

ISA-18.2alarm rationalizationalarm flooding