C

Perception Engineer

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AI Summary

Join an ambitious AI robotics startup building production-ready AI systems for autonomous physical security systems. As a Perception Engineer, you will design, deploy, and optimize real-time perception systems for intelligent robotic platforms. Key requirements include strong Python and PyTorch experience, object detection and multi-object tracking expertise, and hands-on TensorRT optimization.

Key Highlights
Design, deploy, and optimize real-time perception systems for intelligent robotic platforms
Build production-grade computer vision systems for object detection, tracking, and cross-camera re-identification
Collaborate with robotics, AI, and software engineers to integrate perception outputs into autonomous robotic systems
Key Responsibilities
Build production-ready object detection, tracking, and cross-camera re-identification systems
Develop high-performance multi-camera perception pipelines
Integrate modern Vision-Language Models (VLMs) for scene understanding and open-vocabulary detection
Deploy and optimize deep learning models for NVIDIA Jetson and other edge hardware
Ensure perception systems meet real-time performance requirements
Build scalable RTSP and WebRTC video pipelines
Handle multi-stream processing, synchronization, latency, and reliability
Optimize end-to-end video ingestion and processing
Evaluate, fine-tune, and deploy state-of-the-art open-source and commercial models
Train custom models when product requirements demand it
Build robust data pipelines for image and video datasets
Design reproducible evaluation workflows and performance monitoring
Technical Skills Required
Python PyTorch TensorRT
Benefits & Perks
Competitive salary
Visa sponsorship
Relocation support
Nice to Have
Cross-camera ReID experience
Vision-Language Models (VLMs)
NVIDIA DeepStream MLOps and ML deployment pipelines
CI/CD for Machine Learning
Model monitoring
Robotics or autonomous systems
Drone or surveillance systems
RAG and LLM integrations
ROS2
Publications at CVPR, ICCV, NeurIPS, ICLR, etc.

Job Description


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About The Company

Our client is an ambitious AI robotics startup building the intelligent software layer powering the next generation of autonomous physical security systems.

Their mission is to enable robots and intelligent sensors to perform dangerous and critical security tasks by combining cutting-edge AI, robotics, and computer vision. Backed by experienced founders and leading investors, they're building production-ready AI systems that operate in the real world—not research demos.

This is an opportunity to join one of Europe's most exciting robotics startups at an early stage and help shape products deployed in real-world environments.

  • Location: Zürich, Switzerland (On-site)
  • Employment Type: Full-time
  • Level: Mid-Senior Level
  • Visa Sponsorship & Relocation Support: Available across Europe


About The Role

We're looking for a Perception Engineer to build production-grade computer vision systems powering intelligent robotic platforms.

This is a highly hands-on engineering role focused on designing, deploying, and optimizing real-time perception systems—not publishing research papers. You'll work across object detection, multi-object tracking, cross-camera re-identification, video pipelines, edge AI optimization, and modern vision-language models.

You'll collaborate closely with robotics, AI, and software engineers to build systems that perform reliably in real-world deployments.

If you enjoy solving difficult perception challenges and seeing your models operate on real robots in the field, we'd love to hear from you.

What You'll Do

Computer Vision;

  • Build production-ready object detection, tracking, and cross-camera re-identification systems
  • Develop high-performance multi-camera perception pipelines
  • Integrate modern Vision-Language Models (VLMs) for scene understanding and open-vocabulary detection


Edge AI;

  • Deploy and optimize deep learning models for NVIDIA Jetson and other edge hardware
  • Improve inference performance using TensorRT, quantization, pruning, and latency optimization
  • Ensure perception systems meet real-time performance requirements


Video Infrastructure;

  • Build scalable RTSP and WebRTC video pipelines
  • Handle multi-stream processing, synchronization, latency, and reliability
  • Optimize end-to-end video ingestion and processing


Machine Learning;

  • Evaluate, fine-tune, and deploy state-of-the-art open-source and commercial models
  • Train custom models when product requirements demand it
  • Build robust data pipelines for image and video datasets
  • Design reproducible evaluation workflows and performance monitoring


Cross-Functional Collaboration;

  • Work closely with Robotics, AI, and Software Engineering teams
  • Integrate perception outputs into autonomous robotic systems
  • Help shape the long-term perception architecture of the platform


What We're Looking For

Must Have;

  • 3+ years of experience building production computer vision or machine learning systems
  • Strong Python and PyTorch (or JAX) experience
  • Experience with object detection and multi-object tracking
  • Experience deploying ML models on edge devices
  • Hands-on TensorRT optimization and model acceleration
  • Experience with quantization, latency optimization, or pruning
  • Knowledge of RTSP and/or WebRTC video streaming
  • Experience building scalable image/video data pipelines
  • Strong software engineering fundamentals
  • Ability to take systems from prototype to production


Nice to Have;

  • Cross-camera ReID experience
  • Vision-Language Models (VLMs)
  • NVIDIA DeepStream
  • MLOps and ML deployment pipelines
  • CI/CD for Machine Learning
  • Model monitoring
  • Robotics or autonomous systems
  • Drone or surveillance systems
  • RAG and LLM integrations
  • ROS2
  • Publications at CVPR, ICCV, NeurIPS, ICLR, etc.


What We Offer

  • Competitive salary
  • Visa and relocation support across Europe
  • Work alongside world-class AI, Robotics, and Physics founders
  • Access to large-scale compute resources and real-world robotic data
  • High ownership from day one
  • Small, ambitious engineering team with minimal bureaucracy
  • Opportunity to build production AI systems deployed in real-world security environments
  • Modern office in Zürich
  • International, collaborative, and engineering-driven culture


If you're passionate about deploying state-of-the-art computer vision systems into real-world robotics applications and want to help shape the future of autonomous security, we'd love to hear from you...

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