# Quantum careers and skills

Roles, skills, salaries and hiring trends for quantum computing, sensing, networking and cryptography. University programs, certifications and transition paths from classical tech.

Updated 2026-11-01. Also on the [web page](https://quantumcompanies.fyi/guides/quantum-careers-and-skills).

The quantum industry hires across research, engineering, software, sales and operations. Understand the role taxonomy, required skills and entry paths.

## Role taxonomy

| Category | Roles | Typical background | Key skills |
|---|---|---|---|
| **Quantum research** | Quantum scientist, algorithm researcher, error correction researcher | PhD (physics, CS, math, chemistry) | Quantum algorithms, QEC, many-body physics, numerical methods, Python/C++ |
| **Quantum hardware** | Quantum device engineer, fabrication engineer, cryogenic engineer, microwave engineer | PhD/MSc (physics, EE, materials) | Cleanroom fabrication, superconducting/ion-trap/photonic devices, dilution refrigerators, RF/microwave design |
| **Control systems** | Control systems engineer, FPGA engineer, RF engineer, DAC/ADC designer | MSc/BSc (EE, physics) | FPGA (Verilog/VHDL), high-speed DAC/ADC, real-time control, low-latency feedback, Python/C++ |
| **Quantum software** | Quantum software engineer, compiler engineer, SDK developer, runtime engineer | BSc/MSc (CS, physics) | Python, Qiskit/Cirq/PennyLane/Braket/Q#, compiler passes, transpilation, optimization, CI/CD |
| **Applications** | Quantum application scientist, solutions architect, computational chemist, optimization specialist | PhD/MSc (chemistry, materials, finance, CS) | VQE, QAOA, quantum ML, error mitigation, domain modeling, benchmarking |
| **Quantum sensing** | Sensor physicist, systems engineer, applications engineer | PhD/MSc (physics, EE) | NV/OPM/SQUID, atom interferometry, atomic clocks, vacuum systems, data acquisition |
| **Quantum networking** | Quantum network engineer, QKD engineer, protocol researcher | PhD/MSc (physics, CS, EE) | QKD protocols (BB84, MDI, CV), quantum repeaters, entanglement distribution, photonics |
| **Post-quantum crypto** | Cryptographic engineer, security researcher, migration consultant | MSc/BSc (CS, math) | FIPS 203/204/205, lattice crypto, hash-based sigs, TLS/PKI, HSM integration, standards |
| **Components/supply chain** | Cryogenics engineer, laser engineer, vacuum engineer, sales engineer | MSc/BSc (EE, physics, ME) | Dilution refrigerators, ultra-stable lasers, UHV, procurement, vendor management |
| **Commercial** | Technical sales, product manager, business development, quantum consultant | MSc/BSc + MBA or experience | Technical fluency, customer discovery, roadmap planning, proposal writing, procurement |

## In-demand skills (2024–2025)

### Core quantum
- **Frameworks**: Qiskit (IBM), Cirq (Google), PennyLane (Xanadu), Braket SDK (AWS), Azure Quantum SDK, Q# (Microsoft), CUDA-Q (NVIDIA).
- **Algorithms**: VQE, QAOA, QPE, quantum ML, quantum error correction (surface code, LDPC, bosonic codes), error mitigation (ZNE, PEC, CDR, M3).
- **Compilers**: Transpilation, routing, scheduling, gate decomposition, pulse-level control (OpenPulse, Qua).
- **Simulation**: State vector, tensor network (MPS/PEPS), Clifford, stabilizer, noise modeling.

### Hardware & control
- **Cryogenics**: Dilution refrigerator operation, pulse-tube coolers, cryogenic wiring, thermal modeling.
- **RF/Microwave**: Vector network analyzers, AWGs, microwave components, impedance matching, superconducting circuits.
- **FPGA/Real-time**: Xilinx/AMD, Intel/Altera, RFSoC, Verilog/VHDL, high-speed DAC/ADC (>10 GS/s), latency < 100 ns.
- **Laser/Photonics**: Ultra-stable lasers (Hz linewidth), frequency combs, EOM/AOM, integrated photonics, silicon nitride, lithium niobate.
- **Vacuum/UHV**: Ion pumps, NEG, bakeout, residual gas analysis, trap loading, optical tweezers.

### Software engineering
- **Python ecosystem**: NumPy, SciPy, JAX, PyTorch, TensorFlow, Ray, Dask, asyncio, pytest, mypy, ruff.
- **Cloud/DevOps**: Kubernetes, Docker, Terraform, GitHub Actions, AWS/GCP/Azure, cost optimization, observability (Prometheus, Grafana).
- **Performance**: C++/Rust, CUDA, SIMD, memory profiling, distributed computing (MPI, Ray).

## Education & certification paths

### University programs (selected)
| Region | Programs |
|---|---|
| **US** | MIT (QCQE), Berkeley (QSA), Chicago (EPiQC), Princeton (QSE), Maryland (JQI), Caltech (IQIM), Colorado (JILA), Duke (QC), Harvard (QI), Stanford (Q-FARM), USC (QCI), Yale (YQI) |
| **Canada** | Waterloo (IQC, Perimeter Institute), Sherbrooke (Institut quantique), UBC (Stewart Blusson QMI), Toronto (CQIQC) |
| **EU** | Delft (QuTech), Munich (MCQST), Paris (QIP), Copenhagen (QDev), Basel (QSIT), Barcelona (ICFO), Vienna (IQOQI), Oxford (QCS), Cambridge (QIP), Bristol (QETLabs) |
| **Asia** | Tokyo, RIKEN, NUS (Centre for Quantum Technologies, Singapore), Seoul National University |

### Online courses & certifications
- **Qiskit Global Summer School** (free, annual, IBM) — quantum algorithms, QEC, hardware.
- **Qubit by Qubit** (high school/undergrad intro, sponsored by IBM/Google) — year-long course.
- **edX / Coursera**: MIT xPRO "Quantum Computing Fundamentals", TU Delft "Quantum Computing and Quantum Internet", Chicago "Quantum Computing for Everyone".
- **Vendor courses**: IBM Quantum Learning (free courses and badges), Azure Quantum documentation and Q# tutorials.
- **Professional**: IEEE Quantum Initiative courses, QED-C workforce development working group.

### Self-study curriculum
1. **Prerequisites**: Linear algebra, probability, Python, basic quantum mechanics (Sakurai, Nielsen & Chuang Ch. 1–2).
2. **Hands-on**: IBM Quantum Learning / Cirq Tutorials / PennyLane Demos — run on simulators, then IBM Quantum / AWS Braket / Azure Quantum free tiers.
3. **Projects**: Implement VQE for H₂, QAOA for MaxCut, surface code decoder, error mitigation comparison.
4. **Portfolio**: GitHub repo with notebooks, benchmarks, blog posts explaining results.
5. **Community**: Qiskit Slack, PennyLane Forum, Unitary Fund Discord, Quantum Computing Stack Exchange.

## Hiring trends (2024)

- **Hardware scaling**: 200+ qubit devices → need for cryogenic technicians, RF engineers, fabrication process engineers.
- **Error correction focus**: Surface code, LDPC codes, decoder ASIC/FPGA, real-time feedback → FPGA/RT engineers in high demand.
- **Software maturation**: Compiler optimization, runtime services, hybrid job orchestration → senior Python/Go/Rust engineers.
- **PQC migration**: CNSA 2.0 / OMB M-26-15 compliance → cryptographic engineers, PKI architects, HSM integrators.
- **Sensing commercialization**: NV/OPM production, SWaP reduction, field deployment → systems engineers, test technicians.
- **Defense/space**: ITAR-cleared roles for cold-atom inertial, quantum comms — US citizenship often required.

## Salary benchmarks (rough estimates)

Rough US estimates from self-reported data. Ranges vary widely by employer, location and equity — treat as directional, not offers.

| Role | Entry (0–2 yr) | Mid (3–6 yr) | Senior (7+ yr) |
|---|---|---|---|
| Quantum researcher (PhD) | $130k–$160k | $160k–$200k | $200k–$300k+ |
| Quantum software engineer | $130k–$160k | $160k–$220k | $220k–$300k+ |
| Quantum hardware engineer | $120k–$150k | $150k–$190k | $190k–$250k+ |
| Control systems / FPGA engineer | $120k–$150k | $150k–$180k | $180k–$230k+ |
| Cryogenic technician | $70k–$90k | $90k–$110k | $110k–$130k+ |
| Quantum applications scientist | $120k–$150k | $150k–$190k | $190k–$250k+ |
| PQC / cryptographic engineer | $130k–$160k | $160k–$210k | $210k–$280k+ |
| Technical sales / solutions architect | $120k–$150k base | $150k–$180k base | $180k–$220k base |
| Product manager (quantum) | $140k–$170k | $170k–$210k | $210k–$280k+ |

*Equity common in startups (0.1–1% for early employees). Public companies (IonQ, Rigetti, D-Wave) offer RSUs.*

## Transition guide: Classical SE → Quantum SE

| Step | Action | Timeline |
|---|---|---|
| 1 | Complete the IBM Quantum Learning basics (circuits, gates, VQE, QAOA) | 4–6 weeks |
| 2 | Run 3 projects on IBM Quantum / AWS Braket free tier; push to GitHub | 4–8 weeks |
| 3 | Contribute 1 PR to Qiskit / PennyLane / Cirq (docs, test, small feature) | 2–4 weeks |
| 4 | Take structured course (edX MIT xPRO, Qiskit Summer School) | 8–12 weeks |
| 5 | Apply to quantum software roles at IBM, AWS, Azure, Xanadu, Quantinuum, Riverlane, Classiq, Strangeworks, Horizon Quantum, Algorithmiq | Ongoing |

## Sources

- [QED-C Workforce Development](https://quantumconsortium.org/workforce/) — fetched 2026-11-01.
- [IEEE Quantum Initiative Education](https://quantum.ieee.org/education) — fetched 2026-11-01.
- [IBM Quantum Learning](https://www.ibm.com/quantum/learning) — fetched 2026-11-01.
- [Unitary Fund Jobs Board](https://jobs.unitary.fund/) — fetched 2026-11-01.
- [Quantum Computing Report Jobs](https://quantumcomputingreport.com/jobs/) — fetched 2026-11-01.
- [NIST NICE Framework](https://www.nist.gov/itl/applied-cybersecurity/nice) — fetched 2026-11-01.

## Questions

### Do I need a PhD to work in quantum?

For research scientist and hardware engineer roles, yes (physics, EE, CS, materials). For software engineer, DevOps, technical sales, product management and applications roles, a BSc/MSc with demonstrated quantum programming experience is often sufficient.

### What programming languages are used?

Python dominates (Qiskit, Cirq, PennyLane, Braket SDK, Q#). C++/Rust for performance-critical compilers and control systems. Julia for numerical research. Verilog/VHDL for FPGA control firmware.

### What are typical salaries?

Rough US estimates from self-reported data: quantum researcher (PhD) $130k–$200k+, quantum software engineer $140k–$220k, quantum hardware engineer $130k–$200k, control systems engineer $130k–$180k, cryogenic technician $80k–$120k, technical sales $120k–$180k base + commission. Treat as directional; check current self-reported salary data.

### How do I transition from classical software engineering?

Start with Qiskit/Cirq tutorials. Build a portfolio: VQE for chemistry, QAOA for optimization, error mitigation demo. Contribute to open-source (Qiskit, PennyLane, OpenQASM). Take a structured course (Qubit by Qubit, Qiskit Global Summer School, edX). Apply for quantum software engineer roles at cloud providers and SDK vendors.