Superpose. Entangle. Compute.Quantum Computing Internship

Join Spypro's hands-on Quantum Computing internship. Build quantum circuits, implement Grover and Shor algorithms, explore quantum error mitigation, and study post-quantum cryptography ? guided by working quantum researchers.

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Program Overview

Real Circuits. Real Algorithms.
Real Quantum.

This isn't a theoretical quantum survey. From day one you'll be building qubit circuits on simulators and real quantum hardware, implementing landmark algorithms, studying noise models and error mitigation, and exploring post-quantum cryptographic standards alongside experienced quantum researchers.

We built this program around what employers actually need: solid linear algebra intuition, hands-on Qiskit experience, understanding of quantum complexity, and the ability to reason about quantum advantage in real computational problems.

3-5 months
Remote & hybrid
Certificate
Part-time ok
Real quantum hardware
grover_search.py ? spypro-quantum
from qiskit import QuantumCircuit, transpile from qiskit_aer import AerSimulator from qiskit.circuit.library import GroverOperator
# Build 3-qubit Grover's search circuit oracle = QuantumCircuit(3) oracle.cz(0, 2) # mark |101? as target grover_op = GroverOperator(oracle)
qc = QuantumCircuit(3, 3) qc.h([0, 1, 2]) # uniform superposition qc.compose(grover_op, inplace=True) qc.measure_all()
result = AerSimulator().run(transpile(qc, shots=1024)).result()
Counts: {'101': 921, '010': 34, ...} Target state |101? found with P=0.899 Quadratic speedup over classical search
$ python shor_factor.py --N 15

Download Curriculum

Choose your preferred internship duration and download the detailed curriculum to plan your learning journey

What You'll Learn

Six Core Skill Domains

A curriculum shaped by practising quantum researchers and cryptographers building with real quantum hardware and post-quantum standards.

⚛️
Qubit Fundamentals & Quantum Gates
Master qubit states, Bloch sphere representation, and single/multi-qubit gate operations. Build intuition for superposition, entanglement, and quantum measurement through circuit simulation and visualisation.
QiskitBloch SpherePennyLane
🧮
Quantum Algorithms
Implement Grover's search algorithm for quadratic speedup and Shor's algorithm for integer factorisation. Study Deutsch-Jozsa, Bernstein-Vazirani, and quantum phase estimation as foundational building blocks.
GroverShorQPE
🧬
Quantum Error Mitigation
Understand noise sources in real quantum hardware ? decoherence, gate errors, and measurement noise. Apply zero-noise extrapolation, probabilistic error cancellation, and readout error mitigation techniques.
ZNEPECQiskit Runtime
🔐
Post-Quantum Cryptography
Study NIST-standardised post-quantum algorithms ? CRYSTALS-Kyber, CRYSTALS-Dilithium, and SPHINCS+. Implement lattice-based and hash-based schemes and understand why RSA and ECC break under Shor's algorithm.
KyberDilithiumNIST PQC
🔬
Variational Quantum Algorithms
Build VQE and QAOA circuits for near-term quantum hardware. Explore quantum machine learning primitives, parameterised circuits, and hybrid classical-quantum optimisation workflows using PennyLane.
VQEQAOAQML
☁️
Real Hardware & Cloud Execution
Submit circuits to IBM Quantum and Amazon Braket real hardware backends. Analyse transpiled circuits, manage qubit connectivity constraints, and benchmark simulator vs hardware performance for your capstone project.
IBM QuantumAmazon BraketTranspiler
Program Timeline

Your Journey, Month by Month

A structured ramp from qubit fundamentals to running real quantum algorithms on cloud quantum hardware.

MONTH 1
Quantum Foundations & Circuit Building
Linear algebra for quantum computing, Dirac notation, and qubit state representation. Build single and multi-qubit circuits in Qiskit, visualise state vectors on the Bloch sphere, and run your first simulations. Explore Bell states, quantum teleportation, and the measurement postulate. Mentorship kick-off with your assigned quantum researcher.
MONTH 2
Quantum Algorithms & Complexity
Implement Deutsch-Jozsa, Bernstein-Vazirani, Simon's algorithm, Grover's search, and quantum phase estimation from scratch. Study quantum complexity classes (BQP, QMA) and understand the computational advantage each algorithm provides over its classical counterpart. Begin variational circuit exploration with VQE.
MONTH 3
Noise, Error Mitigation & Post-Quantum Crypto
Profile real hardware noise using Qiskit Runtime and apply ZNE and measurement error mitigation. Study Shor's algorithm and its implications for classical cryptography. Implement NIST post-quantum algorithms (Kyber, Dilithium) and understand the mathematical hardness assumptions underpinning quantum-safe security.
MONTH 4?5 / GRADUATION
Real Hardware Execution & Capstone
Submit circuits to IBM Quantum and Amazon Braket real backends, compare hardware vs simulator results, and optimise transpiled circuits for qubit connectivity constraints. Build your capstone quantum application ? an optimisation solver, QML classifier, or post-quantum secure protocol ? and present to industry guests. Receive your verified certificate, LinkedIn endorsement, and referrals to quantum-first hiring partners.
Tech Stack

Tools You'll Master

Python 3.12
Qiskit
PennyLane
IBM Quantum
Amazon Braket
Qiskit Aer Simulator
NumPy / SciPy
CRYSTALS-Kyber
CRYSTALS-Dilithium
SPHINCS+
Matplotlib / Qiskit Visualiser
Jupyter Notebooks
Qiskit Runtime
Cirq
Eligibility

Who Should Apply?

We value mathematical curiosity and Python fluency over existing quantum credentials ? the field is nascent and we teach what matters now.

Ideal Candidates
  • CS, physics, maths, or EEE students (bachelor/master)
  • Solid Python - functions, classes, NumPy, complex numbers
  • Linear algebra foundations - vectors, matrices, eigenvalues
  • Basic probability and complex number arithmetic
  • Completed at least one ML, maths, or CS algorithms course
  • Fascinated by the limits and future of classical computation
Common Barriers (We Help With)
  • No prior quantum computing or Qiskit experience required
  • No quantum physics or quantum mechanics degree needed
  • No research publications or certifications mandatory
  • Non-physics backgrounds (CS, maths, cryptography) welcome
  • Part-time track available for working students
Application

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FAQ

Common Questions

Is this internship paid?
Stipends for outstanding performers from month 2. All interns receive a verified certificate, LinkedIn endorsement, and placement support at quantum computing startups, research labs, and cryptography-focused companies.
Can I do this while studying full-time?
Yes ? our part-time track requires around 20 hrs/week, is structured around academic schedules, and includes flexible lab windows and recorded sessions for async work.
Do I need a quantum computer?
No ? the majority of work runs on simulators. For real hardware sessions we provide cloud access to IBM Quantum and Amazon Braket backends as part of the program at no extra cost.
How competitive is selection?
We accept roughly 20% of applicants per cohort, prioritising linear algebra foundations, Python fluency, and genuine curiosity about the limits of classical computation over prior quantum experience.
Will I run circuits on real quantum hardware?
Yes ? from month 3 onwards, interns submit circuits to real IBM Quantum and Amazon Braket hardware, analyse noise profiles, and benchmark real hardware against simulator results.
What career paths does this open?
Quantum software engineer, quantum algorithm researcher, post-quantum cryptography engineer, quantum security analyst, and quantum ML researcher roles at hardware companies, government labs, finance firms, and deep-tech startups.
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