3 месяца назад
ML Research Engineer (Defense)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
ML Research Engineer (Defense): Developing and optimizing autonomous perception systems for defense applications with an accent on model distillation, quantization, and edge deployment. Focus on compressing large foundation models for target detection and re-identification on constrained embedded hardware.
Location: Must be based in Lausanne, Paris, or Zurich
Company
is a defense technology company building autonomous and scalable systems for mission-critical operations.
What you will do
- Compress and distill large foundation models into efficient components for target detection.
- Optimize neural networks for constrained embedded systems using quantization, pruning, and LoRA.
- Build and manage MLOps pipelines to ensure reproducibility and robust logging.
- Collaborate on data curation to improve model accuracy for specific mission tasks.
- Benchmark distilled models to ensure performance and latency meet real-world deployment requirements.
- Stay at the forefront of computer vision research to introduce cutting-edge methodologies.
Requirements
- Degree in a STEM field such as Computer Science, Engineering, or Mathematics.
- Proven experience with vision neural networks and target detection architectures.
- Hands-on expertise in knowledge distillation and deploying networks to edge hardware.
- Proficiency in MLOps, GPU compute, and building training infrastructure.
- Must be based in or able to work from Lausanne, Paris, or Zurich.
- Strong analytical skills and ability to present complex benchmarking data to stakeholders.
Culture & Benefits
- Opportunity to influence the technical direction of a team at an early stage.
- Work on high-impact, mission-critical autonomous defense systems.
- Collaborative environment focused on rigor, ownership, and technical excellence.
- Fast-paced, ambitious growth environment with significant technical challenges.
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