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Quantum Algorithm Engineer – Generative Models
Oxford Quantum Circuits (OQC). Develop conditional, low-qubit quantum generators for synthetic and rare-event data, including banking use cases .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in developing low-qubit quantum generators and generative modeling techniques, with a strong focus on experimental validation and integration into engineering workflows. Proficient in collaborating across disciplines to drive product development in quantum computing.
Highest-signal resume keywords
Quantum Algorithms ResearchLow-Qubit Generative ModellingQCBMsQGANsQuantum Boltzmann Methods
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Quantum Sampling TechniquesVariational CircuitsBenchmarking Quantum ModelsCircuit OptimizationExperimental Evidence Analysis
Soft Skills
Strong OwnershipCommunication SkillsCollaborative Teamwork
Tools & Technologies
Quantum HardwareHybrid Computing PlatformSimulators
Certifications & Qualifications
Degree in Quantum ComputingDegree in Computer ScienceDegree in Physics
Industry Keywords
Synthetic DataRare-Event DataRegulated Enterprise Use CasesEvidence-Led Product Development
About the role
Key responsibilities & impact- Develop conditional, low-qubit quantum generators for synthetic and rare-event data, including banking use cases
- Design and evaluate latent-space QCBMs, adversarial models and continuous-output quantum generative methods
- Experiment with QCBMs, qGANs, quantum Boltzmann methods, variational circuits and quantum sampling techniques
- Benchmark quantum generative models against strong classical alternatives
- Optimise circuits, measurements and training requirements for realistic QPU constraints and hardware limitations
- Test and validate approaches across simulators and quantum hardware
- Use experimental evidence to guide development and determine technical direction
- Package validated quantum generator components for repeatable execution through OQC's hybrid computing platform
- Work at the intersection of quantum algorithms, generative modelling and applied product development
Requirements
What you’ll need- Experience as a quantum algorithms researcher or engineer, with a focus on low-qubit generative modelling
- Hands-on experience with QCBMs, qGANs, quantum Boltzmann methods, variational circuits or quantum sampling
- Strong understanding of quantum algorithms and practical constraints of current quantum hardware
- Rigorous experimental approach and willingness to benchmark quantum techniques against credible classical alternatives
- Ability to turn research questions into structured experiments, analyse results and use evidence to determine technical direction
- Strong ownership and communication skills
- Ability to collaborate across quantum, software, product and engineering disciplines
- Degree or equivalent practical experience in Quantum Computing, Computer Science, Physics or a related discipline
- Nice-to-have: experience taking quantum research software or experimental methods into repeatable engineering workflows
- Nice-to-have: experience packaging research algorithms or models for integration into broader software platforms
- Nice-to-have: familiarity with regulated enterprise use cases and evidence-led product development
- Nice-to-have: experience applying quantum generative modelling to synthetic or rare-event datasets
- Nice-to-have: relevant professional or postgraduate qualification
Benefits
Comp & perks- Culture of bold innovation
- Access to unique lab infrastructure
- Opportunity to work at the forefront of quantum computing and help redefine the limits of computation
- Benefits and positive work culture (details provided via the careers page)