What skills does a autonomous driving specialist need?

A autonomous driving specialist needs 42 essential skills including photogrammetry, telecommunications engineering, embedded systems, radars, types of vehicles. Core competencies include .

Will AI replace autonomous driving specialist jobs?

The AI disruption score for autonomous driving specialist is 78/100 (very high risk). Some tasks may be automated but the role will evolve rather than disappear entirely.

Science & ResearchScience and engineering professionalsISCO 2149

autonomous driving specialist

Autonomous driving specialists design and oversee the operation of an autonomous vehicle. They collect data on systems performance, conduct vehicle testing and analyse test data. Autonomous driving specialists are aware of different technologies employed in self-driving cars, automotive systems and automotive technologies.

European Skills Framework

Skills and knowledge areas required for this occupation based on European classification.

Essential (42)

photogrammetryphotogrammetryThe science of taking photographs from at least two different locations in order to measure land surfaces to be represented in a map, 3D model or physical model.telecommunications engineeringtelecommunications engineeringDiscipline that combines computer science with electrical engineering to improve telecommunications systems.embedded systemsembedded systemsThe computer systems and components with a specialised and autonomous function within a larger system or machine such as embedded systems software architectures, embedded peripherals, design principle...radarsradarsSystems that can use radio waves or microwaves to capture the speed, direction, range, and altitude of objects. It can be used for the detection of aeroplanes, ships, and weather formations.types of vehiclestypes of vehiclesField of information which distinguishes rental agency classification systems, containing types and classes of vehicles and their functioning and components.safety engineeringsafety engineeringThe study of the risks associated with engineered designs and systems, accident prevention as well as the safety benefits of reducing deaths and injuries. The discipline focuses on analysing and mitig...road transport legislationroad transport legislationThe regulations at regional, national, and European level on safety and environmental requirements for road transport operations.algorithmsalgorithmsThe self-contained step-by-step sets of operations that carry out calculations, data processing and automated reasoning, usually to solve problems.artificial neural networksartificial neural networksA network of artificial neurons composed for solving artificial intelligence problems. These computing systems are inspired by the biological neural networks that constitute brains. Understanding of i...digital camera sensorsdigital camera sensorsTypes of sensors used in digital cameras, such as charged coupled devices (CCD) and complementary metal oxide semiconductor sensors (CMOS).sensorssensorsSensors are transducers that can detect or sense characteristics in their environment. They detect changes in the apparatus or environment and provide a corresponding optical or electrical signal. Sen...robotic componentsrobotic componentsThe components that can be found in robotic systems, such as microprocessors, electronics, sensors, circuit boards, encoders, servomotors, controllers, pneumatics or hydraulics.computer visioncomputer visionThe definition and functioning of computer vision. Computer vision tools to allow computers to extract information from digital images such as photographs or video. Areas of application to solve real-...hybrid control systemshybrid control systemsControl systems containing both subsystems with continuous dynamics as well as subsystems with discrete dynamics.control engineeringcontrol engineeringSubdiscipline of engineering that focuses on controlling the behaviour of systems through the use of sensors and actuators.ICT architectural frameworksICT architectural frameworksThe set of requirements that describe an information system's architecture.signal processingsignal processingThe algorithms, applications and implementations that deal with the processing and transferring of information through analog or digital frequencies.vehicle-to-everything technologiesvehicle-to-everything technologiesTechnology that allows vehicles to communicate with other vehicles and traffic system infrastructure around them. This technology is composed of two elements: vehicle-to-vehicle (V2V) which allows veh...types of tyrestypes of tyresDifferent types of rubber coverings and inflated tubes used for specific vehicles and weather conditions such as winter and summer tyres, performance tyres, truck or tractor tyres.hardware architectureshardware architecturesThe designs laying out the physical hardware components and their interconnections.advanced driver assistant systemsadvanced driver assistant systemsVehicle-based intelligent safety systems which could improve road safety in terms of crash avoidance, crash severity mitigation and protection, and automatic post-crash notification of collision. Inte...principles of artificial intelligenceprinciples of artificial intelligenceThe artificial intelligence theories, applied principles, architectures and systems, such as intelligent agents, multi-agent systems, expert systems, rule-based systems, neural networks, ontologies an...microsensorsmicrosensorsDevices with a size smaller than 1 mm that can convert a non-electric signal, such as temperature, into an electrical signal. Because of their size, microsensors offer better accuracy, range, and sens...automation technologyautomation technologySet of technologies that make a process, system, or apparatus operate automatically through the use of control systems.infrared sensorsinfrared sensorsDifferent types of sensors that use light in the infrared spectrum to detect presence or movement of living creatures. Their advantages and disadvantages, usage cases and price points.control the performance of the vehiclecontrol the performance of the vehicleUnderstand and anticipate the performance and behaviour of a vehicle. Comprehend concepts such as lateral stability, acceleration, and braking distance.adjust engineering designsadjust engineering designsAdjust designs of products or parts of products so that they meet requirements.manage ICT data architecturemanage ICT data architectureOversee regulations and use ICT techniques to define the information systems architecture and to control data gathering, storing, consolidation, arrangement and usage in an organisation.perform scientific researchperform scientific researchGain, correct or improve knowledge about phenomena by using scientific methods and techniques, based on empirical or measurable observations.use technical drawing softwareuse technical drawing softwareCreate technical designs and technical drawings using specialised software.design integrated circuitsdesign integrated circuitsDesign and draft integrated circuits (IC) or semiconductors, such as microchips, used in electronic products. Integrate all necessary components, such as diodes, transistors, and resistors. Pay attent...test sensorstest sensorsTest sensors using appropriate equipment. Gather and analyse data. Monitor and evaluate system performance and take action if needed.analyse test dataanalyse test dataInterpret and analyse data collected during testing in order to formulate conclusions, new insights or solutions.drive motor vehicle prototypesdrive motor vehicle prototypesDrive experimental or prototypes of motor vehicles to acquire information on performance.draft design specificationsdraft design specificationsList the design specifications such as materials and parts to be used and a cost estimate.report the results of treatmentreport the results of treatmentAnalyse and process information and data, and subsequently formulate the results in a written report.assess financial viabilityassess financial viabilityRevise and analyse financial information and requirements of projects such as their budget appraisal, expected turnover, and risk assessment for determining the benefits and costs of the project. Asse...develop test proceduresdevelop test proceduresDevelop testing protocols to enable a variety of analyses of products, systems, and components.approve engineering designapprove engineering designGive consent to the finished engineering design to go over to the actual manufacturing and assembly of the product.define software architecturedefine software architectureCreate and document the structure of software products including components, coupling and interfaces. Ensure feasibility, functionality and compatibility with existing platforms.design sensorsdesign sensorsDesign and develop different types of sensors according to specifications, such as vibration sensors, heat sensors, optical sensors, humidity sensors, and electric current sensors.model sensormodel sensorModel and simulate sensors, products using sensors, and sensor components using technical design software. This way the viability of the product can be assessed and the physical parameters can be exam...

Optional (18)

new vehicles on the marketnew vehicles on the marketLatest developments and trends related to the new types of vehicles and vehicle brands on the market.integrated circuit typesintegrated circuit typesTypes of integrated circuits (IC), such as analog integrated circuits, digital integrated circuits, and mixed-signal integrated circuits.programmable logic controllerprogrammable logic controllerProgrammable logic controllers or PLC's are computer control systems used for the monitoring and control of input and output as well as the automation of electromechanical processes.global navigation satellite system performance parametersglobal navigation satellite system performance parametersThe performance parameters for Global Navigation Satellite Systems (GNSS), and the requirements that any GNSS system should possess in specific conditions.transmission technologytransmission technologyTechnologies that allow the transmission of analogue or digital information signals over a point-to-point or a point-to-multipoint through the use of communication channels or transmission media, such...types of vehicle enginestypes of vehicle enginesTypes of car engines in road and racing cars, including those with emerging technologies like hybrids and electric motors, and how they work.real-time computingreal-time computingThe ICT hardware and software systems which are bound to respond to input within precisely tight constraints of time.electrical wiring planselectrical wiring plansPictorial representation of an electrical circuit. It shows the components of the circuit as simplified shapes, and the power and signal connections between the devices. It gives information about the...smart city featuressmart city featuresThe use of big data technologies in the context of smart cities in order to develop novel software ecosystems upon which advanced mobility functionalities can be created.geostationary satellitesgeostationary satellitesThe functioning and purpose of geostationary satellites, their movement in the same direction as rotation of the Earth, and their application for telecommunication and commercial purposes.interpret circuit diagramsinterpret circuit diagramsRead and comprehend circuit diagrams showing the connections between the devices, such as power and signal connections.provide connected car solutionsprovide connected car solutionsProvide technological applications and services which enable cars to be connected to the internet for data transmission. Connected car solutions involve leveraging technologies such as GPS, sensors, o...align software with system architecturesalign software with system architecturesPut system design and technical specifications in line with software architecture in order to ensure the integration and interoperability between components of the system.collect mapping datacollect mapping dataCollect and conserve mapping resources and mapping data.compile GIS-datacompile GIS-dataGather and organise GIS-data from sources such as databases and maps.identify electronic signalsidentify electronic signalsPerform signal identification by analysing collected parameters in different languages and by electromagnetic radiation. These signals mostly originate in defense networks and are emitted from electro...apply digital mappingapply digital mappingMake maps by formatting compiled data into a virtual image that gives a precise representation of a specific area.design control systemsdesign control systemsDevelop devices that command and manage the behaviour of other devices and systems, using engineering and electronics principles.