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Jobs / Callosum

Networking & Interconnect Systems - Member of Technical Staff

Callosum·Londonmid

In short

  • →Desarrollas sistemas de comunicación entre aceleradores heterogéneos para reducir latencia.
  • →Trabajas en la capa de orquestación que integra hardware especializado (NVIDIA, Cerebras, etc.) en tiempo real.
  • →Tu trabajo permite que AI se escala dinámicamente, optimizando velocidad, costo y precisión por workload.

Experience with systems in English is preferred.

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The questions they'll ask you

1. ¿Cómo optimizarías la transferencia de KV cache entre un GPU NVIDIA y un chip Cerebras con diferentes arquitecturas de memoria?

2. ¿Qué métricas considerarías clave para caracterizar la latencia real en una ruta de comunicación RDMA entre aceleradores?

3. ¿Cómo implementarías un formato de transferencia de estado flexible que soporte múltiples tipos de aceleradores y estrategias de ejecución?

🔒 +7 more questions

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💵 USD · Remote · No visa

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What they ask for

  • ✓Experiencia con sistemas de comunicación de baja latencia
  • ✓Conocimiento profundo de redes de interconexión (RDMA, NICs programables)
  • ✓Experiencia con gestión de memoria entre dispositivos
  • ✓Capacidad para trabajar en stack completo (hardware/software)
  • ✓Familiaridad con aceleradores heterogéneos (NVIDIA, AMD, Cerebras, etc.)
  • ✓Ingenio para simplificar y optimizar rutas de datos en entornos complejos

Don't tick every box? That's normal — your free dossier shows your gaps and how to cover them in the interview.

RDMAprogrammable NICsDPUsswitchesKV cacheCerebrasd-MatrixIntelNVIDIAAMD

Who should you write to at Callosum?

Your free dossier identifies the people who'd interview you — their background, what they value, and how to reach out so you stand out before applying.

About Us We’re living through a Cambrian explosion of intelligence: new models and new chips, each specialised for different tasks, are arriving all at once. The result is a new era for AI, one of radical heterogeneity. Callosum is the Intelligent Systems Company. We believe the next generation of AI won't be defined by any single model or chip, but by intelligent systems in which hardware and intelligence co-evolve. We are building the infrastructure that unifies heterogeneous compute across the full stack. This opens a new axis of scaling intelligence: a dynamic system that tailors itself to what each workload actually needs, whether that's speed, cost, precision, or whatever unit comes next. The last era scaled on a different bet: one bigger model, more of the same chip, more data. That bet is running into structural limits. Frontier models offer extraordinary capability at unsustainable cost, one that today's monolithic infrastructure was never designed to serve. Our founding principle is that intelligence comes from many specialised systems working together, not from any single component. We build the software orchestration layer that co-evolves models, workflows and silicon into one system, delivering inference tailored to every workload, and demonstrating orders-of-magnitude leaps in capability and cost. Because our software spans the full stack, our engineering team works directly with heterogeneous accelerators and frontier silicon, including Cerebras, d-Matrix, Intel, NVIDIA, AMD, Normal Computing, Tenstorrent, GreatSky, and Mixx. We are not stopping at today's chips: each new generation of silicon unlocks algorithms that couldn't run before, and we intend to be first to them, every time. If we get it right, it will belong to everyone building on it - not to any single vendor. In our latest funding round, we raised $100M, led by Atomico with participation from Plural, DCVC and the UK Sovereign AI Fund’s first investment. With this, we are building the infrastructure for the next era of intelligence. We are engineers and scientists based in London, working across the full depth of the stack. We are curious, intellectually honest, and building what doesn't exist yet. If you thrive on uncharted territory and are energised by the scale of the challenge, we'd love to hear from you. About the Role Callosum believes that orders of magnitude improvements in AI systems will come through application-aware orchestration across heterogeneous hardware. As workloads become increasingly disaggregated, the performance of the system is determined not only by where computation happens, but by how efficiently state and data can move between the hardware best suited to each part of the workload. Communication latency sets the boundary on how far that disaggregation can go. This role owns that boundary. You will develop the communication systems that allow heterogeneous accelerators to operate as parts of one system, working across protocols, memory movement, networking hardware, and the software layers above them. That means understanding where overhead actually comes from, removing assumptions inherited from more general-purpose workloads, and finding new ways to move data directly and efficiently across vendor boundaries. The remit is intentionally broad: from RDMA paths and programmable NICs to cache transfer formats and emerging interconnect technologies, you will own the technical strategy for making communication less of a constraint on the systems we can build.

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