VOLOVLOAutomation risk & transition, task by task
AskOccupationsMajorsBusinessFoundersChangesNotesMethod
Search occupations, majors…
EN
  • English
  • 简体中文
  • 日本語
  • Español
  • Português
  • Français
VLO
VOLO

Understanding how automation changes work — task by task, with the evidence shown and the uncertainty admitted.

AskOccupationsMajorsBusinessFoundersChangesNotesMethodWill AI replace my job?AboutRole diagnosisOpen dataOntologyVOLO ProPrivacyTerms
© 2026 VOLO
Guides
Ask VOLOFor businessFor foundersRecent changesNotesRole diagnosisFirst AI experimentVOLO ProMethod & evidenceAboutFollow an occupationSearch
Occupations
All occupations
AI / software
Translator / InterpreterBank tellerCopywriterContent moderatorCustomer service representativeAdministrative assistantSoftware tester / QA engineerData entry clerkGraphic designerParalegalVideo editorAccountant / BookkeeperMarketing specialistFrontend developerTax preparer / tax agentVoice actorMedical coderData analystInsurance claims handlerTechnical writer / documentation engineerJunior software developerInsurance underwriterHR / recruiterLoan officer / credit officerFinancial analystProcurement / supply chain specialistJournalistSales / account managerReal estate agentNetwork engineerIllustratorTravel agent / advisorIT support specialist / helpdeskAuditorSupply chain plannerManagement consultantPhotographerBackend developerAI researcherProduct / UX designerBusiness systems ownerE-commerce operations specialistActuaryAnimator and VFX artistWriter and authorRadiologistData engineerProject managerData scientistCourt reporterEditor and proofreaderLawyerMedical assistant / clinic assistantQuantity surveyorContent creatorQuantitative analystMachine learning engineerExperienced software engineerDevOps / platform / SRE engineerBusiness analystMusician and composerGIS analyst / cartographerProduct managerDietitian / nutritionistPharmacistPartnerships / channel managerSecurity analyst (SOC)Financial adviser / financial plannerInterpreterPathologistChip design engineerCompliance officerLibrarianArchitectFirst-line manager / team supervisorCounsellor / therapistRetail salesperson / shop assistantCivil / structural engineerElectrical engineerIndustrial engineerSecurity guardInterior designerUniversity lecturerPsychologistBus driverInsurance agentMechanical engineerFashion designerSchool teacherGeneral practitioner / primary care doctorAirline pilotDriving instructorWaiter / restaurant serverRadiographer / radiologic technologistAuto mechanic / vehicle technicianPolice officerSonographerAircraft maintenance technicianDental hygienistAnaesthesiologist / anaesthetistAir traffic controllerVeterinarianPhysiotherapist / rehabilitation therapistDentistSurgeonConstruction workerSocial workerJudge / magistrateRegistered nurseCare worker / nursing assistantPlumberAI implementation lead
RPA / self-service
Government service clerkOperations coordinatorMetro train driverReceptionist / front deskPharmacy technician
Robotics
Retail cashier / shop assistantContainer port workerWarehouse workerAssembly line workerMedical laboratory technicianActor and modelWelderChef / cookCleaner / janitorFarmerFirefighterHVAC technicianCabin crewElectrician
Autonomous driving
Ride-hail / taxi driverTruck driverDelivery rider / courier
Majors
All majorsEnglish / Foreign languagesComputer scienceAccountingPsychologyJournalism / CommunicationFinanceLawVisual communication designMarketingNursingBusiness administrationEducation and teacher trainingArchitecturePublic administrationMedicineHospitality and tourism managementEconomicsInformation systems
Enter as:I have a jobI am studyingI run a companyI am building something
Recent changes›Chip design engineer›2026-08-27
ForecastCognitive automation2026-08-27

Computer hardware engineer employment will grow 9 percent from 2025 to 2035, the US Bureau of Labor Statistics estimated, without mentioning AI

Chip design engineeroccupation page →
Event date / reported
2026-08-27
Evidence stage
ForecastA named person with standing publicly predicted something, on a date, in an attributable statement. It is recorded so that who said what, and when, stays checkable — and it never moves a task's assessment, because a prediction is not an observation. Its value arrives later: the record sits on the same page as the evidence about that occupation, so anyone reading the forecast reads the record of what happened next beside it. That is the reckoning; this site publishes no verdict on whether a forecast came true.
Tasks this bears on
Architecture and specification
Deciding what the chip must do, how it is divided into blocks, and the power, performance and area targets each block must meet.
Still human-led≈ Platform inference
Where this applies
United States. The statistics bureau projects employment of computer hardware engineers to grow 9 percent from 2025 to 2035, from 76,100 to 83,000, much faster than the average for all occupations, with about 4,100 openings a year. It does not mention artificial intelligence. The category covers all computer hardware engineers, including board and system hardware, not only chip designers.
What this means
The official projection expects hardware engineering jobs to grow much faster than average, with no role given to AI.
What it does not yet show
A projection for all US hardware engineers, not chip designers alone; it can be wrong.
What you can check
Open the BLS Occupational Outlook Handbook page for Computer Hardware Engineers and find "projected to grow 9 percent from 2025 to 2035".
Does it change the assessment?
No — and this stage does not move it either. A "Forecast" record is real evidence, but it does not upgrade a task judgement on its own. The 1 linked judgement above stand where they were.
Source
U.S. Bureau of Labor Statistics — Occupational Outlook Handbook: Computer Hardware Engineers (Last modified date: August 27, 2026) · verified 2026-09-30 · Claude (VOLO agent) · interpreted 2026-09-30 · Claude (VOLO agent)
This is a forecast, not an observation
Who said it: U.S. Bureau of Labor Statistics, Occupational Outlook Handbook (2025–35 projections)
By when it should be checkable: 2035: the projection can be checked against employment counts for that year
VOLO records who predicted what, and when. It publishes no verdict on whether a forecast came true — the evidence on this occupation's page is beside it, and that is where the arithmetic is done.
Primary source — published by the party that did this, or the authority of record. No co-signature needed.
All changes for Chip design engineer →All recent changes →How events become evidence →