GCRI · Teknologi Kuantum
Tenaga kerja kuantum
Quantum technology needs people who combine physics with engineering, software, cryogenics, photonics and business skills. Demand is growing faster than training programmes, and talent concentrates in a few countries and firms. This page sets out how the quantum workforce is formed, where gaps lie, how skills are measured, and what evidence serves universities, employers and governments building it.
Quantum workforce on the record.
Quantum workforce: how the risk develops.
Research capacity and scarce skills. The dossier below sets out how the risk develops, what is measured, where the data come from, how it is modelled and who decides.
Training is concentrated
Most quantum specialists train in a few research universities. Countries without such programmes rely on recruiting from abroad.
Roles go beyond physics
Building quantum sistem needs engineers, technicians, software developers and product staff, not only physicists, and these roles are often overlooked.
Talent is mobile and contested
Researchers move between countries and between academia and industry, and immigration and security rules affect where they can work.
Diversity is limited
The field draws from disciplines with low representation of women and some groups, which narrows the talent pool.
Pelacak migrasi pasca-kuantum.
Layar yang akan digunakan sebuah tim untuk mengikuti subjek ini: ukuran, status, dan keputusannya. Nama adalah contoh dan nilai bersifat ilustratif.
Pelacak migrasi pasca-kuantum
Quantum workforce · Crypto inventory · Wave 2
Migrasi
- Inventarissemua kripto
- Prioritaskanumur data
- Pilihalgoritma standar
- Penerapan hibridaklasik dan PQC
- Ujiinteroperabilitas
- Peralihanpensiunkan
Sistem menurut prioritas
| Penandatanganan arsip | RSA-2048 | 29 | Hibrida ML-DSA | Uji coba |
| Gerbang VPN | ECDH | 8 | Hibrida ML-KEM | Direncanakan |
| HSM pembayaran | RSA-3072 | 7 | Peta jalan vendor | Terhambat |
| Web TLS | ECDHE | 3 | Pertukaran kunci hibrida | Selesai |
Kemajuan
Quantum skills are scarce and unevenly spread.
- EnergiKeterkaitanEnergy and materials research compete for the same specialists.What to watchGraduate pipelines
- KesehatanKeterkaitanMedical physics shares skills with quantum sensing.What to watchCross-training routes
- AirKeterkaitanSecurity teams in utilities need cryptography skills for migration.What to watchMigration skills in operators
Workforce studies are designed for the seri Teknologi Eksponensial. The International Year of Quantum (2025) raised attention to education; programmes are listed with their sources.
- Curricula and training evaluations.
- Labour market data for quantum roles.
How quantum workforce is modelled, measured and tested.
Model, asumsi, data, dan ketidakpastiannya, dalam bentuk yang akan diperiksa ilmuwan atau insinyur. Strukturnya mengikuti metode yang dipublikasikan. Nilai yang digambar bersifat ilustratif, bukan temuan.
Model sistem
The couplings between the systems in quantum workforce: signs of influence, a reinforcing and a balancing loop, and cross-links where stress jumps.
Apa yang diukur, dan seberapa baik.
Setiap indikator membawa satuan, frekuensi, jenis sumber di baliknya, dan label bukti yang akan dibawa suatu nilai. Tidak ada nilai yang ditampilkan: sebuah program menyediakannya berdasarkan wewenangnya sendiri.
| Indikator | Unit | Kadensi | Jenis sumber | Label |
|---|---|---|---|---|
| Quantum-related degree programmes | jumlah | tahunan | University programme surveys | DILAPORKAN |
| Quantum job postings | count by role type | setiap kuartal | Job posting data | TERAMATI |
| Graduates in quantum-relevant fields | jumlah | tahunan | Pendidikan statistics | Statistik terbitan |
| Women in quantum research | percent of researchers | per survey | Workforce surveys | DILAPORKAN |
| Vacancies reported hard to fill | percent of vacancies | per survey | Employer surveys | DILAPORKAN |
| Short courses and reskilling places | jumlah | tahunan | Training provider records | DILAPORKAN |
Asal bukti.
Set data publik bernama dan catatan kelembagaan, masing-masing dengan kelas lisensinya. Sumber berdasarkan perjanjian hanya digunakan sesuai ketentuannya dan tidak pernah diterbitkan ulang.
| Sumber | Apa yang diberikannya | Kelas lisensi |
|---|---|---|
| QED-C and industry workforce surveys | Employer needs and hiring difficulties | Public reports, terms to check |
| European Quantum Flagship education and training work | Competence framework and training programmes | Public, EU terms |
| UNESCO Institute for Statistics and national education statistics | Graduates in science and engineering | Open, terms per source |
| Job posting data summaries | Demand for quantum skills | Commercial; public summaries (to check) |
| OECD science and innovation indicators | Research personnel and mobility | Public, OECD terms |
Siapa yang memutuskan, dan apa yang dilayani bukti.
Quantum Technologies prepares evidence. The decisions below are taken by the authorities named, under their own rules, and never by the platform.
| Siapa yang memutuskan | Pertanyaannya | Bukti yang dilayani halaman ini |
|---|---|---|
| Universitas | Which programmes and courses to create | Competence maps; demand analyses |
| Employers | How to train and recruit for quantum roles | Hiring difficulty evidence |
| Pemerintah | How to fund training and manage talent mobility | Supply, demand and mobility evidence |
Keluaran yang dihasilkan topik ini
- Competence maps of roles beyond physics
- Workforce supply and demand analyses
- Training programme reviews
- Evidence notes on mobility and diversity
Apa yang ditanyakan pakar.
Workforce questions ask who can build, test and govern the technology.
- Which skills are scarcest: quantum physics, hardware engineering, control electronics, software, cryptography or policy?
- Where is research capacity concentrated, and who lacks access?
- How do education pathways, including vocational and technician routes, feed the field?
- How do mobility, visas and research security rules shape the talent pool?
- Is there enough cryptographic expertise to carry out the post-quantum migration across all sectors?
Mekanisme dan pendorong.
Quantum technology requires depth in several disciplines at once, and its growth has outpaced the rate at which universities produce specialists. Demand comes from academia, industry and government simultaneously, so salaries and opportunities concentrate talent in a few places. The field also depends on technicians and engineers whose skills, such as vacuum, laser and cryogenic work, are often overlooked.
The post-quantum migration creates a separate and broader skills need: many organisations need people who understand where cryptography sits in their sistem and how to change it, without needing to understand quantum physics.
Cara hal ini dikaji, dan di mana batas metodenya.
| Metode atau data | Apa yang ditampilkannya | Batasan |
|---|---|---|
| Labour market and job posting analysis | Demand by skill and location | Postings are an imperfect proxy for need |
| Pendidikan and graduate data | Supply of trained people | Programme labels vary and miss interdisciplinary routes |
| Bibliometrics and patent analysis | Where research capacity sits | Measure outputs, not capacity or quality directly |
| Surveys of employers and researchers | Perceived gaps and barriers | Response bias and small samples |
Cara hal ini dikaji, dan apa yang tidak dapat dinyatakan metodenya.
- 01Probabilitas dan statistikaEstimasi fidelitas · Pengujian klaim keunggulan · Analisis data paten dan investasiDiterapkan di sini
- 02Fisika dan ilmu kuantumKarakterisasi derau qubit · Metrologi jam kuantum · Verifikasi efek kuantumDiterapkan di sini
- 03Komputasi, penginderaan, dan komunikasi kuantumTolok ukur yang dapat dibandingkan · Penilaian kesiapan teknologi · Pelacakan implikasi keamananDiterapkan di sini
Where this page’s references lead.
Badan dan dokumen yang menjadi acuan halaman ini. Status dan edisi berubah; setiap tautan menuju badan penerbitnya.
Tanya jawab.
What skills does quantum technology need?
Is there a quantum skills shortage?
What is a competence framework?
Do you need a physics doctorate to work in quantum technology?
Why does the cryptographic migration need its own workforce?
Does the platform offer training or credentials?
Kontribusikan bukti dari halaman ini.
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Bawa metode, dataset, atau pertanyaan.
Informasi dan pertanyaan sudah terbuka hari ini. Sebuah pertanyaan menerima nomor referensi dan menyebutkan langkah berikutnya; lamaran, pembayaran, alokasi komputasi, dan pendaftaran hanya dibuka ketika tim, ketentuan, dan kapasitas tinjauannya tersedia.
Dokumen hukum.
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