Robotik-Ingenieure

Computer und Mathematik

KI-Exposition

  • Datenquelle: BLSVeröffentlicht: 2026-08

    Sehr hoch· relativ

    NiedrigVier relative BänderSehr hoch

    Wert auf Berufsgruppenebene

    Skala, Bezugsmenge und Quelle

    Vier relative Bänder (Niedrig / Mittel / Hoch / Sehr hoch)

    831 detaillierte Berufe in der BLS-Beschäftigungsprojektionstabelle. Der Wert wird je Code der National Employment Matrix (NEM) vergeben, daher erhalten Berufe mit demselben NEM-Code dasselbe Band

    Quelldatensatz (XLSX-Download)

  • Datenquelle: AnthropicVeröffentlicht: 2026-03

    0.066

    0.000Spannweite der hier geführten Werte0.745
    Skala, Bezugsmenge und Quelle

    Index der beobachteten Exposition, 0–1 wie veröffentlicht

    Auf O*NET-Aufgaben abgebildet

    Quelldatensatz

  • Datenquelle: ILOVeröffentlicht: 2025

    0.30

    0.09Spannweite der hier geführten Werte0.70

    Wert auf Berufsgruppenebene

    Skala, Bezugsmenge und Quelle

    Index der Exposition gegenüber generativer KI, 0–1 wie veröffentlicht

    ISCO-08-Berufsgattung — alle Berufe mit demselben Code erhalten diesen Wert

    Von dieser Website berechnet, nicht von der IAO veröffentlicht: Von den 1.012 Berufen, die diese Website mit dem IAO-Datensatz verknüpft, erreichen oder übertreffen 67% diesen Wert.

    Quelldatensatz

Welche Art von Wert diese Quelle veröffentlicht

Die Kategorie von BLS ist ein relativer Rang und kein absolutes Niveau, und sie ist keine eigene Messung: Sie fasst die Perzentilränge des Berufs aus mehreren veröffentlichten Studien in vier Bänder zusammen. Sie ist weder eine Beschäftigungs- oder Lohnprognose noch eine Einführungswahrscheinlichkeit und unterscheidet nicht zwischen Automatisierung und Augmentierung.

Task-level exposure

Nur exponierte Aufgaben
TaskClaude.aiRaw / share %APIRaw / share %
Analyze existing development or manufacturing procedures and suggest improvements.

17-2199

0.130028.30.03007.1
Analyze system performance or operational requirements.

17-2199

0.090019.60.260061.9
Provide scientific or technical guidance or expertise to scientists, engineers, technologists, technicians, or others, using knowledge of chemical, analytical, or biological processes as applied to micro and nanoscale systems.

17-2199

0.050010.90.00000.0
Provide consultation or training on topics such as mechatronics or automated control.

17-2199

0.04008.70.00000.0
Implement or test design solutions.

17-2199

0.03006.50.090021.4
Create embedded software design programs.

17-2199

0.03006.50.02004.8
Create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements.

17-2199

0.02004.30.01002.4
Prepare reports, deliver presentations, or participate in program review activities to communicate engineering results or recommendations.

17-2199

0.02004.30.00000.0
Provide technical direction or support to installation teams during installation, start-up, testing, system commissioning, or performance monitoring.

17-2199

0.02004.30.00000.0
Review or approve designs, calculations, or cost estimates.

17-2199

0.01002.20.01002.4
Maintain technical project files.

17-2199

0.00000.00.00000.0
Develop or validate product-specific test protocols, acceptance thresholds, or inspection tools for quality control testing or performance measurement.

17-2199

0.00000.00.00000.0
Make system device lists or event timing charts.

17-2199

0.00000.00.00000.0
Design software to control robotic systems for applications, such as military defense or manufacturing.

17-2199

0.00000.0—0
Write proposals to secure external funding or to partner with other companies.

17-2199

0.00000.0—0
Develop design specifications and functional requirements for residential, commercial, or industrial solar energy systems or components.

17-2199

0.00000.0—0
Identify and recommend energy savings strategies to achieve more energy-efficient operation.

17-2199

0.00000.0—0
Advise clients or colleagues on topics such as climate control systems, energy modeling, data logging, sustainable design, or energy auditing.

17-2199

0.00000.0—0
Write reports or proposals related to photonics research or development projects.

17-2199

0.00000.0—0
Process or interpret signals or sensor data.
—00.00000.0
Evaluate robotic systems or prototypes.
—00.00000.0
Not observed on any surface — 140 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states.
Perform energy modeling, measurement, verification, commissioning, or retro-commissioning.
—0—0
Inspect or monitor energy systems, including heating, ventilating, and air conditioning (HVAC) or daylighting systems to determine energy use or potential energy savings.
—0—0
Manage the development, design, or construction of energy conservation projects to ensure acceptability of budgets and time lines, conformance to federal and state laws, or adherence to approved specifications.
—0—0
Monitor and analyze energy consumption.
—0—0
Promote awareness or use of alternative or renewable energy sources.
—0—0
Analyze, interpret, or create graphical representations of energy data, using engineering software.
—0—0
Review or negotiate energy purchase agreements.
—0—0
Train personnel or clients on topics such as energy management.
—0—0
Write or install energy management routines for building automation systems.
—0—0
Conduct energy audits to evaluate energy use and to identify conservation and cost reduction measures.
—0—0
Monitor energy related design or construction issues, such as energy engineering, energy management, or sustainable design.
—0—0
Verify energy bills and meter readings.
—0—0
Collect data for energy conservation analyses, using jobsite observation, field inspections, or sub-metering.
—0—0
Review architectural, mechanical, or electrical plans or specifications to evaluate energy efficiency.
—0—0
Direct the implementation of energy management projects.
—0—0
Research renewable or alternative energy systems or technologies, such as solar thermal or photovoltaic energy.
—0—0
Recommend best fuel for specific sites or circumstances.
—0—0
Consult with construction or renovation clients or other engineers on topics such as Leadership in Energy and Environmental Design (LEED) or Green Buildings.
—0—0
Publish engineering reports documenting design details or qualification test results.
—0—0
Oversee the work of contractors in accordance with project requirements.
—0—0
Create mechanical design documents for parts, assemblies, or finished products.
—0—0
Research, select, or apply sensors, communication technologies, or control devices for motion control, position sensing, pressure sensing, or electronic communication.
—0—0
Design engineering systems for the automation of industrial tasks.
—0—0
Upgrade the design of existing devices by adding mechatronic elements.
—0—0
Design advanced precision equipment for accurate or controlled applications.
—0—0
Apply mechatronic or automated solutions to the transfer of materials, components, or finished goods.
—0—0
Identify materials appropriate for mechatronic system designs.
—0—0
Create mechanical models to simulate mechatronic design concepts.
—0—0
Determine the feasibility, costs, or performance benefits of new mechatronic equipment.
—0—0
Design, develop, or implement control circuits or algorithms for electromechanical or pneumatic devices or systems.
—0—0
Design advanced electronic control systems for mechanical systems.
—0—0
Develop electronic, mechanical, or computerized processes to perform tasks in dangerous situations, such as underwater exploration or extraterrestrial mining.
—0—0
Design mechatronics components for computer-controlled products, such as cameras, video recorders, automobiles, or airplanes.
—0—0
Design or develop automated control systems for environmental applications, such as waste processing, air quality, or water quality systems.
—0—0
Design self-monitoring mechanical systems, such as gear systems that monitor loading or condition of systems to detect and prevent failures.
—0—0
Monitor or calibrate automated systems, industrial control systems, or system components to maximize efficiency of production.
—0—0
Plan or schedule engineering research or development projects involving microelectromechanical systems (MEMS) technology.
—0—0
Communicate operating characteristics or performance experience to other engineers or designers for training or new product development purposes.
—0—0
Propose product designs involving microelectromechanical systems (MEMS) technology, considering market data or customer requirements.
—0—0
Investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (MEMS) device designs, using simulation or modeling software.
—0—0
Develop formal documentation for microelectromechanical systems (MEMS) devices, including quality assurance guidance, quality control protocols, process control checklists, data collection, or reporting.
—0—0
Create schematics and physical layouts of integrated microelectromechanical systems (MEMS) components or packaged assemblies consistent with process, functional, or package constraints.
—0—0
Conduct analyses addressing issues such as failure, reliability, or yield improvement.
—0—0
Manage new product introduction projects to ensure effective deployment of microelectromechanical systems (MEMS) devices or applications.
—0—0
Develop or implement microelectromechanical systems (MEMS) processing tools, fixtures, gages, dies, molds, or trays.
—0—0
Identify, procure, or develop test equipment, instrumentation, or facilities for characterization of microelectromechanical systems (MEMS) applications.
—0—0
Develop or file intellectual property and patent disclosure or application documents related to microelectromechanical systems (MEMS) devices, products, or systems.
—0—0
Demonstrate miniaturized systems that contain components, such as microsensors, microactuators, or integrated electronic circuits, fabricated on silicon or silicon carbide wafers.
—0—0
Conduct acceptance tests, vendor-qualification protocols, surveys, audits, corrective-action reviews, or performance monitoring of incoming materials or components to ensure conformance to specifications.
—0—0
Refine final microelectromechanical systems (MEMS) design to optimize design for target dimensions, physical tolerances, or processing constraints.
—0—0
Oversee operation of microelectromechanical systems (MEMS) fabrication or assembly equipment, such as handling, singulation, assembly, wire-bonding, soldering, or package sealing.
—0—0
Evaluate materials, fabrication methods, joining methods, surface treatments, or packaging to ensure acceptable processing, performance, cost, sustainability, or availability.
—0—0
Devise microelectromechanical systems (MEMS) production methods, such as integrated circuit fabrication, lithographic electroform modeling, or micromachining.
—0—0
Develop or validate specialized materials characterization procedures, such as thermal withstand, fatigue, notch sensitivity, abrasion, or hardness tests.
—0—0
Conduct or oversee the conduct of prototype development or microfabrication activities to ensure compliance to specifications and promote effective production processes.
—0—0
Conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (MEMS) technology.
—0—0
Validate fabrication processes for microelectromechanical systems (MEMS), using statistical process control implementation, virtual process simulations, data mining, or life testing.
—0—0
Conduct harsh environmental testing, accelerated aging, device characterization, or field trials to validate devices, using inspection tools, testing protocols, peripheral instrumentation, or modeling and simulation software.
—0—0
Consider environmental issues when proposing product designs involving microelectromechanical systems (MEMS) technology.
—0—0
Design or develop energy products using nanomaterials or nanoprocesses, such as micro-nano machining.
—0—0
Design or develop industrial air quality microsystems, such as carbon dioxide fixing devices.
—0—0
Design or develop sensors to reduce the energy or resource requirements to operate appliances, such as washing machines or dishwashing machines.
—0—0
Design sensors or switches that require little or no power to operate for environmental monitoring or industrial metering applications.
—0—0
Research or develop emerging microelectromechanical (MEMS) systems to convert nontraditional energy sources into power, such as ambient energy harvesters that convert environmental vibrations into usable energy.
—0—0
Analyze, fabricate, or test fiber-optic links.
—0—0
Design electro-optical sensing or imaging systems.
—0—0
Determine commercial, industrial, scientific, or other uses for electro-optical applications or devices.
—0—0
Conduct research on new photonics technologies.
—0—0
Design, integrate, or test photonics systems or components.
—0—0
Conduct testing to determine functionality or optimization or to establish limits of photonics systems or components.
—0—0
Design gas lasers, solid state lasers, infrared, or other light emitting or light sensitive devices.
—0—0
Determine applications of photonics appropriate to meet product objectives or features.
—0—0
Develop or test photonic prototypes or models.
—0—0
Develop optical or imaging systems, such as optical imaging products, optical components, image processes, signal process technologies, or optical systems.
—0—0
Assist in the transition of photonic prototypes to production.
—0—0
Create or maintain photonic design histories.
—0—0
Oversee or provide expertise on manufacturing, assembly, or fabrication processes.
—0—0
Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in the field.
—0—0
Train operators, engineers, or other personnel.
—0—0
Design photonics products, such as light sources, displays, or photovoltaics, to achieve increased energy efficiency.
—0—0
Document photonics system or component design processes, including objectives, issues, or outcomes.
—0—0
Select, purchase, set up, operate, or troubleshoot state-of-the-art laser cutting equipment.
—0—0
Design laser machining equipment for purposes such as high-speed ablation.
—0—0
Develop laser-processed designs, such as laser-cut medical devices.
—0—0
Design or develop new crystals for photonics applications.
—0—0
Design or redesign optical fibers to minimize energy loss.
—0—0
Design solar energy photonics or other materials or devices to generate energy.
—0—0
Develop photonics sensing or manufacturing technologies to improve the efficiency of manufacturing or related processes.
—0—0
Supervise technologists, technicians, or other engineers.
—0—0
Integrate robotics with peripherals, such as welders, controllers, or other equipment.
—0—0
Provide technical support for robotic systems.
—0—0
Document robotic application development, maintenance, or changes.
—0—0
Write algorithms or programming code for ad hoc robotic applications.
—0—0
Create back-ups of robot programs or parameters.
—0—0
Investigate mechanical failures or unexpected maintenance problems.
—0—0
Install, calibrate, operate, or maintain robots.
—0—0
Debug robotics programs.
—0—0
Design end-of-arm tooling.
—0—0
Conduct research on robotic technology to create new robotic systems or system capabilities.
—0—0
Conduct research into the feasibility, design, operation, or performance of robotic mechanisms, components, or systems, such as planetary rovers, multiple mobile robots, reconfigurable robots, or man-machine interactions.
—0—0
Design automated robotic systems to increase production volume or precision in high-throughput operations, such as automated ribonucleic acid (RNA) analysis or sorting, moving, or stacking production materials.
—0—0
Design robotic systems, such as automatic vehicle control, autonomous vehicles, advanced displays, advanced sensing, robotic platforms, computer vision, or telematics systems.
—0—0
Build, configure, or test robots or robotic applications.
—0—0
Plan mobile robot paths and teach path plans to robots.
—0—0
Automate assays on laboratory robotics.
—0—0
Design or program robotics systems for environmental clean-up applications to minimize human exposure to toxic or hazardous materials or to improve the quality or speed of clean-up operations.
—0—0
Design robotics applications for manufacturers of green products, such as wind turbines or solar panels, to increase production time, eliminate waste, or reduce costs.
—0—0
Supervise technologists or technicians engaged in nanotechnology research or production.
—0—0
Synthesize, process, or characterize nanomaterials, using advanced tools or techniques.
—0—0
Identify new applications for existing nanotechnologies.
—0—0
Provide technical guidance or support to customers on topics such as nanosystem start-up, maintenance, or use.
—0—0
Generate high-resolution images or measure force-distance curves, using techniques such as atomic force microscopy.
—0—0
Develop processes or identify equipment needed for pilot or commercial nanoscale scale production.
—0—0
Engineer production processes for specific nanotechnology applications, such as electroplating, nanofabrication, or epoxy.
—0—0
Design or conduct tests of new nanotechnology products, processes, or systems.
—0—0
Coordinate or supervise the work of suppliers or vendors in the designing, building, or testing of nanosystem devices, such as lenses or probes.
—0—0
Design or engineer nanomaterials, nanodevices, nano-enabled products, or nanosystems, using three-dimensional computer-aided design (CAD) software.
—0—0
Create designs or prototypes for nanosystem applications, such as biomedical delivery systems or atomic force microscopes.
—0—0
Conduct research related to a range of nanotechnology topics, such as packaging, heat transfer, fluorescence detection, nanoparticle dispersion, hybrid systems, liquid systems, nanocomposites, nanofabrication, optoelectronics, or nanolithography.
—0—0
Apply nanotechnology to improve the performance or reduce the environmental impact of energy products, such as fuel cells or solar cells.
—0—0
Design nano-enabled products with reduced toxicity, increased durability, or improved energy efficiency.
—0—0
Prepare nanotechnology-related invention disclosures or patent applications.
—0—0
Design nano-based manufacturing processes to minimize water, chemical, or energy use, as well as to reduce waste production.
—0—0
Design nanoparticle catalysts to detect or remove chemical or other pollutants from water, soil, or air.
—0—0
Design nanosystems with components such as nanocatalysts or nanofiltration devices to clean specific pollutants from hazardous waste sites.
—0—0
Develop catalysis or other green chemistry methods to synthesize nanomaterials, such as nanotubes, nanocrystals, nanorods, or nanowires.
—0—0
Develop green building nanocoatings, such as self-cleaning, anti-stain, depolluting, anti-fogging, anti-icing, antimicrobial, moisture-resistant, or ultraviolet protectant coatings.
—0—0
Integrate nanotechnology with antimicrobial properties into products, such as household or medical appliances, to reduce the development of bacteria or other microbes.
—0—0
Reengineer nanomaterials to improve biodegradability.
—0—0
Review specifications and recommend engineering or manufacturing changes to achieve solar design objectives.
—0—0
Perform thermal, stress, or cost reduction analyses for solar systems.
—0—0
Develop standard operation procedures and quality or safety standards for solar installation work.
—0—0
Perform computer simulation of solar photovoltaic (PV) generation system performance or energy production to optimize efficiency.
—0—0
Create plans for solar energy system development, monitoring, and evaluation activities.
—0—0
Create electrical single-line diagrams, panel schedules, or connection diagrams for solar electric systems, using computer-aided design (CAD) software.
—0—0
Create checklists for review or inspection of completed solar installation projects.
—0—0
Design or coordinate design of photovoltaic (PV) or solar thermal systems, including system components, for residential and commercial buildings.
—0—0
Conduct engineering site audits to collect structural, electrical, and related site information for use in the design of residential or commercial solar power systems.
—0—0
Test or evaluate photovoltaic (PV) cells or modules.
—0—0
Design or develop vacuum tube collector systems for solar applications.
—0—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

Berufsinformationen

Aktuelle Veränderungen mit Bezug zu diesem Beruf

März 2026: Published blog: Will AI Replace Robotics Technicians? 50% exposure, K median, 7% growth.

[Quelle: ACW Blog]

März 2026: Published evergreen blog analysis: AI exposure 50%, automation risk 37/100 in 2025.

[Quelle: AI Changing Work Blog]