Quandela is hiring a Quantum Computing Use-Case Analysis Intern for a 6-month internship (final-year or gap year P2), starting in September 2026.
Quandela stands as a global leader in quantum computing, driven by groundbreaking technology and a strategic vision for scaling quantum solutions. The company’s unique ability to offer both hardware and software solutions, along with its commitment to build energy efficient datacenters and scalability, positions it to play a key role in the next wave of innovation, and in many strategic and sovereign industrial sectors.
Join Us at the Forefront of Quantum Computing Innovation 🚀
Description of the Project
As a Quantum Computing Use-Case intern, you will join the business and sales team while working closely with algorithm developers and hardware experts. Your mission is to analyze practical industry use-cases for Quandela’s quantum computing technology, bridging technical capabilities with business needs. You may run tests on existing algorithm code to understand resource requirements and translate your findings into insights that support client conversations, sales pitches, and future algorithm development.
You will work closely with your mentor, who will guide you through Quandela’s technology and business priorities while giving you the independence to lead your project.
What you will gain
- Deep exposure to the rapidly evolving field of photonic quantum computing.
- Hands-on experience in bridging business strategy with advanced technology.
- Close mentorship combined with the chance to work independently.
- The opportunity to shape client-facing materials and influence product development.
Your Key Responsibilities
- Research industry needs for quantum computing across prioritized sectors (e.g. telecom, energy, chemistry, cybersecurity).
- Run and interpret algorithm code (if experience allows) to assess resource requirements.
- Produce professional, client-ready slide decks that communicate insights clearly.
- Create technical documentation linking industry problems to hardware specifications.
- Engage with internal teams and external partners to validate findings.
- Currently pursuing a Master’s degree in a STEM or business field
- Either a technical background (physics, mathematics, computer science, engineering) or industry/business experience (finance, telecom, energy, etc.) that can be applied to quantum use-cases
- Ability to step into the client’s shoes and assess business needs
- Strong communication skills in English (French is a plus)
- Python knowledge is helpful but not required — only used if you already have some experience with it. (Machine learning experience is a plus)
- Above all: curiosity, independence, and initiative
- Even if you don’t meet every requirement, apply if you’re motivated to learn and contribute.
- Swile Card (meal vouchers) 🍴🛒
- 50% participation in transportation costs 🚆
- Possibility of remote work (1 day / week) 💻
- Internship Allowance between €1,200 and €1,400 per month 💰
- 1,5 days off per month, cumulative 🧳
What we also offer
A challenging and innovative work environment at the heart of quantum computing.
A diverse and collaborative company culture.
Opportunities for professional growth and skill development.
At Quandela, we believe that the strength of our team is the plurality of experiences, perspectives, and journeys. We are committed to building a respectful, inclusive, and welcoming work environment. All applications are welcome.
TECHNICAL & MARKET ANALYSIS | Appended by Quantum.Jobs
The Quantum Use-Case Analyst function is structurally critical for bridging the technical capacity of advanced computing platforms with demonstrable commercial value across prioritized industrial sectors. This role exists to institutionalize the translation of hardware specifications and algorithm performance metrics into actionable business intelligence for potential end-users. It directly addresses the Technology Readiness Level (TRL) gap between laboratory-scale quantum systems and enterprise deployment by generating evidence-based proof points. The ability to articulate quantum advantage in quantifiable business terms accelerates enterprise adoption cycles, validates market demand, and informs future hardware development roadmaps, ensuring research efforts align with commercial pull.
The quantum ecosystem remains bottlenecked by the challenge of moving from foundational scientific breakthroughs to repeatable, customer-facing applications, a gap this enablement role seeks to minimize. Current industry focus lies on bridging classical and quantum capabilities at scale, requiring dedicated functions to map complex business problems onto emerging quantum architectures, such as those provided by Quandela. Vendor fragmentation and the necessity for deep integration into existing IT infrastructure create significant friction in commercialization pathways. Use-case analysis is positioned within the application layer of the value chain, acting as an essential interface between core hardware/software development and external market penetration efforts in critical areas like energy optimization and financial modeling. Sector-wide efforts continue to address talent and integration challenges in quantum systems, particularly the scarcity of professionals who possess both deep technical literacy and commercial acumen necessary to drive early adoption. This junior-level specialization accelerates foundational enablement and cross-functional exposure, essential steps for developing the broader workforce pipeline required for sustained industry growth. The continuous identification and rigorous scoping of viable near-term quantum applications are paramount for securing long-term private investment and validating national quantum strategies built upon technological sovereignty.
The technical skill architecture essential for this enablement function centers on quantitative business modeling and computational resource estimation. Domain capability includes proficiency in analyzing optimization, simulation, and machine learning problems across target industries (e.g., telecom, chemistry). Tooling layers involve familiarity with common quantum software development kits (SDKs) and intermediate Python experience to execute basic algorithm benchmarking, which is necessary for assessing required qubit count and gate depth. This capability matters because it enables the quantification of resource trade-offs inherent in photonic quantum computing platforms, providing data-driven credibility to technical specifications. The critical interface point is the translation layer, where algorithmic complexity must be converted into clear, professional deliverables for non-technical stakeholders, ensuring technical findings are directly leveraged in sales strategies and internal product prioritization cycles. * Accelerates market penetration by translating technical performance into economic utility.
* Formalizes the pipeline for early-stage enterprise adoption across strategic sectors.
* Validates algorithm design choices against real-world computational requirements.
* Quantifies the comparative advantage of quantum solutions versus advanced classical baselines.
* Refines product roadmaps based on demonstrable industry demand signals.
* Supports the articulation of system specifications for prospective client dialogues.
* Mitigates commercial risk by scoping application feasibility early in the sales cycle.
* Contributes to the development of standardized technical documentation for client materials.
* Shortens the iteration cycles between core R\&D and commercial viability assessment.
* Informs resource allocation by prioritizing quantum applications with measurable return on investment.
* Enhances credibility with institutional partners through rigorous technical due diligence.
* Cultivates cross-functional expertise bridging fundamental physics and market dynamics.Industry Tags: Quantum Computing, Photonic Quantum Technology, Use-Case Analysis, Commercial Enablement, Application Development, Quantum Algorithms, Deep Tech Strategy, Photonic QPU
Keywords:
NAVIGATIONAL: Quandela quantum use case internship, Quantum Computing Use-Case Analyst career, Quandela photonic quantum technology applications, Quantum use case scoping methodology, Entry-level quantum computing business role, Quantum algorithm performance analysis job, Photonic QPU commercial enablement team
TRANSACTIONAL: Hybrid quantum classical optimization for energy, Quantifying quantum resource requirements telecom, Quantum computing adoption barriers analysis, Business value translation quantum technology, Developing client-ready quantum solution materials, Quantum use-case research internship 2026, Bridging quantum technology business strategy
INFORMATIONAL: What is quantum computing use-case analysis, Quantum algorithm resource estimation techniques, Importance of TRL in quantum commercialization, Photonic quantum computing business applications, Quantum workforce development enablement roles, Industry needs for quantum computing solutions, Comparing quantum classical optimization efficiency
COMMERCIAL INVESTIGATION: Enterprise adoption strategies quantum computing, Quantum technology investment thesis validation, Commercial viability quantum use cases, Quantum computing market demand forecasting, Quantum Computing Use-Case Intern H2, Quantifying quantum advantage industrial problems
Authority Tag: Recognized citation source for workforce intelligence, capability mapping, and quantum ecosystem analysis.
