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 system performance or operational requirements.

17-2199

0.062611.70.114342.3
Prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.

17-2199

0.05099.60.01947.2
Provide technical support for robotic systems.

17-2199

0.03997.50.00943.5
Write reports or research proposals.

17-2199

0.03536.60.01425.3
Design software to control robotic systems for applications, such as military defense or manufacturing.

17-2199

0.03015.60.00983.6
Debug robotics programs.

17-2199

0.02965.60.01395.1
Analyze, interpret, or create graphical representations of energy data, using engineering software.

17-2199

0.02875.40.01746.4
Prepare project reports and other program or technical documentation.

17-2199

0.02294.30.00672.5
Prepare reports, deliver presentations, or participate in program review activities to communicate engineering results or recommendations.

17-2199

0.01903.60.00572.1
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

0.01843.50.00361.3
Not observed on any surface — 188 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.
Lead studies to examine or recommend changes in process sequences or operation protocols.
—0—0
Direct experimental or developmental activities at contracted laboratories.
—0—0
Consult with chemists or biologists to develop or evaluate novel technologies.
—0—0
Collaborate with manufacturing or quality assurance staff to prepare product specification or safety sheets, standard operating procedures, user manuals, or qualification and validation reports.
—0—0
Design or direct bench or pilot production experiments to determine the scale of production methods that optimize product yield and minimize production costs.
—0—0
Design or conduct studies to determine optimal conditions for cell growth, protein production, or protein or virus expression or recovery, using chromatography, separation, or filtration equipment, such as centrifuges or bioreactors.
—0—0
Develop biocatalytic processes to convert biomass to fuels or fine chemicals, using enzymes of bacteria, yeast, or other microorganisms.
—0—0
Confer with research and biomanufacturing personnel to ensure the compatibility of design and production.
—0—0
Develop recovery processes to separate or purify products from fermentation broths or slurries.
—0—0
Advise manufacturing staff regarding problems with fermentation, filtration, or other bioproduction processes.
—0—0
Recommend biochemical process formulas, instrumentation, or equipment specifications, based on results of bench or pilot experimentation.
—0—0
Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.
—0—0
Communicate with suppliers regarding the design or specifications of bioproduction equipment, instrumentation, or materials.
—0—0
Design processes to manufacture synthetic molecules for applications such as pharmaceuticals or pesticides.
—0—0
Develop bioremediation processes to reduce pollution, protect the environment, or treat waste products.
—0—0
Prepare project plans for biochemical equipment or facility improvements, including time lines, budgetary estimates, or capital spending requests.
—0—0
Develop alternative processes to produce crude oil, such as extraction from diatoms or thermochemical conversion of manure or other wastes.
—0—0
Participate in equipment or process validation activities.
—0—0
Collaborate in the development or delivery of biochemical manufacturing training materials.
—0—0
Prepare piping or instrumentation diagrams or other schematics for proposed process improvements, using computer-aided design software.
—0—0
Review existing manufacturing processes to identify opportunities for yield improvement or reduced process variation.
—0—0
Develop experiments to determine production methods that minimize pollution or waste.
—0—0
Review existing biomanufacturing processes to ensure compliance with environmental regulations.
—0—0
Develop toxicological or environmental testing processes to measure chemical toxicity or environmental impact.
—0—0
Develop processes or products, such as natural recovery monitoring, in situ capping or treatment, or sediment removal, to treat contamination of subaqueous sediment.
—0—0
Create simulations or models to predict the impact of environmental factors, such as pollutants, climate change, or environmental remediation efforts.
—0—0
Design products to measure or monitor airborne pollutants, such as carbon monoxide, nitrogen dioxide, ozone, or particulate matter.
—0—0
Conduct validation or qualification tests of new or existing processes, equipment, or software in accordance with internal protocols or external standards.
—0—0
Design validation study features, such as sampling, testing, or analytical methodologies.
—0—0
Develop validation master plans, process flow diagrams, test cases, or standard operating procedures.
—0—0
Prepare validation or performance qualification protocols for new or modified manufacturing processes, systems, or equipment for pharmaceutical, electronics, or other types of production.
—0—0
Analyze validation test data to determine whether systems or processes have met validation criteria or to identify root causes of production problems.
—0—0
Conduct audits of validation or performance qualification processes to ensure compliance with internal or regulatory requirements.
—0—0
Direct validation activities, such as protocol creation or testing.
—0—0
Draw samples of raw materials, or intermediate and finished products for validation testing.
—0—0
Identify deviations from established product or process standards and provide recommendations for resolving deviations.
—0—0
Prepare detailed reports or design statements based on results of validation and qualification tests or reviews of procedures and protocols.
—0—0
Procure or devise automated lab validation test stations or other test fixtures and equipment.
—0—0
Resolve testing problems by modifying testing methods or revising test objectives and standards.
—0—0
Study product characteristics or customer requirements and confer with management to determine validation objectives and standards.
—0—0
Assist in training equipment operators or other staff on validation protocols and standard operating procedures.
—0—0
Communicate with regulatory agencies regarding compliance documentation or validation results.
—0—0
Coordinate the implementation or scheduling of validation testing with affected departments and personnel.
—0—0
Participate in internal or external training programs to maintain knowledge of validation principles, industry trends, or novel technologies.
—0—0
Prepare, maintain, or review validation and compliance documentation, such as engineering change notices, schematics, or protocols.
—0—0
Maintain validation test equipment.
—0—0
Plan or conduct validation testing of alternative energy products, such as synthetic jet fuels or energy storage systems, such as fuel cells.
—0—0
Validate or characterize sustainable or environmentally friendly products, using electronic testing platforms.
—0—0
Conduct jobsite observations, field inspections, or sub-metering to collect data for energy conservation analyses.
—0—0
Perform energy modeling, measurement, verification, commissioning, or retro-commissioning.
—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
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
Oversee design or construction aspects related to energy such as energy engineering, energy management, and sustainable design.
—0—0
Direct the work of contractors or staff in the implementation of energy management projects.
—0—0
Evaluate construction design information such as detail and assembly drawings, design calculations, system layouts and sketches, or specifications.
—0—0
Review architectural, mechanical, or electrical plans and specifications to evaluate energy efficiency or determine economic, service, or engineering feasibility.
—0—0
Make recommendations regarding energy fuel selection.
—0—0
Review or negotiate energy purchase agreements.
—0—0
Conduct research or collect data on renewable or alternative energy systems or technologies such as solar thermal and photovoltaic energy.
—0—0
Apply continuous improvement methods such as lean manufacturing to enhance manufacturing quality, reliability, or cost-effectiveness.
—0—0
Design layout of equipment or workspaces to achieve maximum efficiency.
—0—0
Identify opportunities or implement changes to improve products or reduce costs using knowledge of fabrication processes, tooling and production equipment, assembly methods, quality control standards, or product design, materials and parts.
—0—0
Design testing methods and test finished products or process capabilities to establish standards or validate process requirements.
—0—0
Design, install, or troubleshoot manufacturing equipment.
—0—0
Determine root causes of failures using statistical methods and recommend changes in designs, tolerances, or processing methods.
—0—0
Estimate costs, production times, or staffing requirements for new designs.
—0—0
Evaluate manufactured products according to specifications and quality standards.
—0—0
Incorporate new methods and processes to improve existing operations.
—0—0
Investigate or resolve operational problems, such as material use variances or bottlenecks.
—0—0
Prepare documentation for new manufacturing processes or engineering procedures.
—0—0
Purchase equipment, materials, or parts.
—0—0
Review product designs for manufacturability or completeness.
—0—0
Troubleshoot new or existing product problems involving designs, materials, or processes.
—0—0
Read current literature, talk with colleagues, participate in educational programs, attend meetings, attend workshops, or participate in professional organizations or conferences to keep abreast of developments in the manufacturing field.
—0—0
Supervise technicians, technologists, analysts, administrative staff, or other engineers.
—0—0
Train production personnel in new or existing methods.
—0—0
Analyze the financial impacts of sustainable manufacturing such as by implementing sustainable manufacturing processes or manufacturing sustainable products.
—0—0
Develop sustainable manufacturing technologies to reduce greenhouse gas emissions, minimize raw material use, replace toxic materials with non-toxic materials, replace non-renewable materials with renewable materials, or reduce waste.
—0—0
Evaluate current or proposed manufacturing processes or practices for environmental sustainability, considering factors such as green house gas emissions, air pollution, water pollution, energy use, or waste creation.
—0—0
Redesign packaging for manufactured products to minimize raw material use or waste.
—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
Maintain technical project files.
—0—0
Implement or test design solutions.
—0—0
Identify and select materials appropriate for mechatronic system designs.
—0—0
Design engineering systems for the automation of industrial tasks.
—0—0
Create mechanical models and tolerance analyses to simulate mechatronic design concepts.
—0—0
Conduct studies to determine the feasibility, costs, or performance benefits of new mechatronic equipment.
—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
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
Create embedded software design programs.
—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
Manage new product introduction projects to ensure effective deployment of microelectromechanical systems (MEMS) devices or applications.
—0—0
Plan or schedule engineering research or development projects involving microelectromechanical systems (MEMS) technology.
—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
Communicate operating characteristics or performance experience to other engineers or designers for training or new product development purposes.
—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
Create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements.
—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 product-specific test protocols, acceptance thresholds, or inspection tools for quality control testing or performance measurement.
—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 analyses addressing issues such as failure, reliability, or yield improvement.
—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 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
Design electro-optical sensing or imaging systems.
—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
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
Select, purchase, set up, operate, or troubleshoot state-of-the-art laser cutting equipment.
—0—0
Analyze, fabricate, or test fiber-optic links.
—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
Create or maintain photonic design histories.
—0—0
Design or develop new crystals for photonics applications.
—0—0
Design or redesign optical fibers to minimize energy loss.
—0—0
Design photonics products, such as light sources, displays, or photovoltaics to achieve increased energy efficiency.
—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
Review or approve designs, calculations, or cost estimates.
—0—0
Make system device lists or event timing charts.
—0—0
Create back-ups of robot programs or parameters.
—0—0
Process or interpret signals or sensor data.
—0—0
Investigate mechanical failures or unexpected maintenance problems.
—0—0
Design end-of-arm tooling.
—0—0
Conduct research on robotic technology to create new robotic systems or system capabilities.
—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
Build, configure, and test 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
Generate high-resolution images or measure force-distance curves, using techniques such as atomic force microscopy.
—0—0
Prepare nanotechnology-related invention disclosures or patent applications.
—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
Create designs or prototypes for nanosystem applications, such as biomedical delivery systems or atomic force microscopes.
—0—0
Design nano-enabled products with reduced toxicity, increased durability, or improved energy efficiency.
—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
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 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
Develop green building nanocoatings, such as self-cleaning, anti-stain, depolluting, anti-fogging, anti-icing, antimicrobial, moisture-resistant, or ultraviolet protectant coatings.
—0—0
Reengineer nanomaterials to improve biodegradability.
—0—0
Recommend process or infrastructure changes to improve wind turbine performance, reduce operational costs, or comply with regulations.
—0—0
Create or maintain wind farm layouts, schematics, or other visual documentation for wind farms.
—0—0
Create models to optimize the layout of wind farm access roads, crane pads, crane paths, collection systems, substations, switchyards, or transmission lines.
—0—0
Write reports to document wind farm collector system test results.
—0—0
Oversee the work activities of wind farm consultants or subcontractors.
—0—0
Investigate experimental wind turbines or wind turbine technologies for properties such as aerodynamics, production, noise, and load.
—0—0
Test wind turbine equipment to determine effects of stress or fatigue.
—0—0
Test wind turbine components, using mechanical or electronic testing equipment.
—0—0
Provide engineering technical support to designers of prototype wind turbines.
—0—0
Perform root cause analysis on wind turbine tower component failures.
—0—0
Monitor wind farm construction to ensure compliance with regulatory standards or environmental requirements.
—0—0
Direct balance of plant (BOP) construction, generator installation, testing, commissioning, or supervisory control and data acquisition (SCADA) to ensure compliance with specifications.
—0—0
Develop specifications for wind technology components, such as gearboxes, blades, generators, frequency converters, and pad transformers.
—0—0
Develop active control algorithms, electronics, software, electromechanical, or electrohydraulic systems for wind turbines.
—0—0
Design underground or overhead wind farm collector systems.
—0—0
Analyze operation of wind farms or wind farm components to determine reliability, performance, and compliance with specifications.
—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]