ML Runtime Engineer

Posted 4 Days Ago
Be an Early Applicant
Toulouse, Haute-Garonne, Occitanie, FRA
In-Office
Senior level
Aerospace • Defense
The Role
Own and optimize model compilation and delivery for edge accelerators; build compile/delivery pipelines, benchmarking and profiling tools; contribute to inference execution providers and SDK; coordinate with on-board software and runtime teams to meet power, thermal, and performance budgets.
Summary Generated by Built In
Wanna join the adventure?
 

About this role:

    • Own model compilation: turn partner ONNX models into optimized engines per accelerator (TensorRT, Hailo, AMD/ROCm), within power & thermal budgets
    • Build the ground-side compile & delivery path; define how a mismatched engine is detected/rejected on-node
    • Build performance tooling: benchmarking, profiling, operator-coverage matrices, and budget validation
    • Contribute to Space Inference Engine (execution providers) and the SDK (model build & packaging); coordinate the OBSW / Runtime team

Must Haves:

    • Strong C++ and Python
    • Model compilation: TensorRT (and/or equivalent graph compilers)
    • ONNX Runtime, quantization & inference perf optimization
    • Embedded / edge GPU deployment (NVIDIA Jetson)
    • Benchmarking & profiling / perf tooling
    • CI/CD incl. hardware-in-the-loop

Nice to Haves:

    • Hailo SDK and/or AMD ROCm compilation (iX10)
    • Writing custom kernels / operator plugins
    • Remote sensing / large-image handling 
    • RF / IQ signal data exposure
    • Meson build, Yocto / minimal Debian images
    • Model-weight protection / secure execution

Some of Our Awesome Benefits:

  • Equity, we want you to have an active role in our success
  • Up to 35 days of Paid Time Off (vacations & RTT ) and flexible working hours, we want you to be at your best
  • Health and life insurance, we care about your health
  • Lunch Vouchers, because let’s be honest, we love food! (we even have a slack channel about it #loft-gourmand)
  • Cross-office travel opportunities between San Francisco, Colorado, and Toulouse to learn from our differences
  • Company and team off-sites and many other events to work & celebrate together
  • Relocation assistance to Toulouse when applicable

 *Research shows that while men apply to jobs where they meet an average of 60% of the criteria, women and other underrepresented people tend to only apply when they meet 100% of the qualifications. At Loft, we value respectful debate and people who aren’t afraid to challenge assumptions.  We strongly encourage you to apply, even if you don’t check all the boxes.

Who We Are

Loft: Space Made Simple. 

Founded in 2017, Loft provides governments, companies, and research institutions with a fast, reliable, and simple way to deploy missions in orbit.

We integrate, launch, and operate spacecraft, offering end-to-end missions as a service across Earth observation, IoT connectivity, on-orbit AI, national security missions, and more. Leveraging our existing space infrastructure and an extensive inventory of satellite buses, Loft is reducing years-long integration and launch timelines to months. With more than 30 missions flown, Loft’s flight heritage and proven technologies enable customers to focus on their mission objectives.

With a growing fleet on track to reach 30 satellites by 2027, we are scaling up quickly across our offices in San Francisco, CA | Golden, CO | and Toulouse, France to meet accelerating demand for space infrastructure.

As an international company your resume will be reviewed by people across our offices so please attach a copy in English.

Skills Required

  • Strong C++ and Python
  • Model compilation experience (TensorRT or equivalent graph compilers)
  • ONNX Runtime, quantization and inference performance optimization
  • Embedded / edge GPU deployment experience (NVIDIA Jetson)
  • Benchmarking, profiling and performance tooling experience
  • CI/CD including hardware-in-the-loop
  • Hailo SDK and/or AMD ROCm compilation experience
  • Writing custom kernels / operator plugins
  • Remote sensing / large-image handling experience
  • RF / IQ signal data exposure
  • Meson build system, Yocto or minimal Debian image experience
  • Model-weight protection / secure execution knowledge
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The Company
HQ: San Francisco, CA
300 Employees

What We Do

Space Made Simple. We are a true end-to-end service provider letting our customers rapidly deploy and operate their payloads on reliable high-performance satellites at an unprecedented simplicity and affordability.

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