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NVIDIA

Dataflow Development Engineer - LPU Hardware DataFlow

Reposted 6 Days Ago
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Remote
Hiring Remotely in UK
Senior level
Remote
Hiring Remotely in UK
Senior level
The Dataflow Development Engineer at NVIDIA develops dataflow systems at the hardware-software boundary, enhancing FPGA-based pipelines and host drivers for improved performance and efficiency.
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NVIDIA is known as the "AI Computing Company." Our GPUs power modern Deep Learning software frameworks, accelerated analytics, data centers, and autonomous vehicles. We are looking for a Dataflow Development Engineer - LPU Hardware to join our team and develop, build, and improve dataflow systems at the hardware–software boundary. You will work on FPGA accelerator dataflow: implementing and tuning dataflow pipelines, creating host-side drivers and runtimes that collaborate with programmable logic, and jointly inventing hardware and software for deterministic, low-latency execution.

Dataflow development engineers at NVIDIA connect FPGA and custom hardware with our software systems. You will implement dataflow graphs and streaming pipelines in hardware. You will build efficient host–device interfaces (PCIe, DMA, VFIO) and collaborate with compiler and architecture teams to map high-level dataflow onto FPGA and accelerator fabrics. Your work directly affects latency, efficiency, and resource usage for inference at scale. The ideal candidate has a proven hardware approach, including experience with FPGA development, HDL, or hardware/software co-design. They can analyze timing, resource usage, and data movement. We seek engineers comfortable working from RTL to runtime. They consider pipelines and hardware performance and enjoy implementing dataflow architectures in silicon and programmable logic.

What you'll be doing:

  • Build and implement dataflow pipelines and streaming architectures in FPGA or programmable logic.

  • Develop host-side software, drivers, and runtimes that collaborate with FPGA and accelerator hardware (e.g. PCIe, DMA, VFIO).

  • Partner with compiler and hardware groups to allocate dataflow graphs onto hardware resources; improve latency, processing efficiency, and area/utilization.

  • Build and maintain hardware–software co-design flows: from high-level dataflow specs to synthesis, place-and-route, and validation.

  • Build tooling and methodologies for debugging, profiling, and validating dataflow behavior in hardware; participate in design reviews and cross-team alignment across EMEA and globally.

What we need to see:

  • BS or higher degree or equivalent experience in CS/EE/CE with more than 5 years in FPGA development, hardware dataflow, or hardware/software co-design.

  • Hands-on experience with RTL/HDL (Verilog, VHDL) or high-level synthesis (HLS); ability to build and debug dataflow-style pipelines in hardware.

  • Solid programming abilities in C/C++ for host drivers, runtimes, or tooling; familiarity with hardware interfaces (e.g. PCIe, DMA, memory-mapped I/O).

  • Proven understanding of dataflow and streaming concepts: pipelining, backpressure, buffering, and resource/area trade-offs.

  • Familiarity with FPGA toolchains (synthesis, P&R, timing closure) and with Linux, scripting, and version control.

  • Excellent communication in English; ability to work with distributed teams.

Ways to stand out from the crowd:

  • Experience working with FPGA dataflow for machine learning inference, networking, or high-throughput streaming (e.g. Xilinx/AMD, Intel FPGA).

  • VFIO, SR-IOV, or other pass through/virtualization for accelerators; low-level driver or BSP development.

  • ASIC or custom-silicon dataflow build; RTL develop for dataflow or network-on-chip (NoC).

  • Background in compiler backends or HLS that targets FPGAs; MLIR or IR-level optimization for hardware mapping.

  • Experience with multi-FPGA or FPGA–GPU systems; distributed dataflow across programmable logic and accelerators.

Join our team of world-class engineers and be part of the groundbreaking work we do at NVIDIA. We are committed to encouraging a collaborative and inclusive environment, where every team member has the opportunity to thrive and make a significant impact!

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