Senior ML Engineer – Real-Time Perception & Robotics Hybrid

QSC; Zürich; Hybrid; CHF 130.000 - 180.000; Vollzeit

Zusammenfassung

Q-SYS VisionSuite in Zurich, hybrid, seeks a Senior ML Engineer to evaluate, integrate, and optimize state-of-the-art ML models powering perception and awareness for intelligent AV systems.

You will benchmark models, design reproducible eval pipelines, and deploy production ML components with Robotics and Platform teams, ensuring real-time performance on constrained hardware while maintaining robustness and observability.

Qualifikationen

• MSc or PhD in Computer Science, Engineering, Robotics, or related field.
• 5+ years of hands-on ML engineering experience.
• Proven experience integrating ML models into production systems.
• Strong Python skills with PyTorch, TensorFlow, or ONNX.
• Solid software engineering fundamentals including CI/CD, testing.
• Experience optimizing models for real-time or constrained environments.
• Understanding system-level trade-offs in latency-sensitive architectures.
• Ability to work independently and drive technical decisions.
• Excellent cross-functional collaboration and communication.
• Familiarity with ROS, TensorRT, or MLOps tools.

Aufgaben

• Evaluate and benchmark state-of-the-art ML models for perception, tracking, and multimodal awareness.
• Design and maintain evaluation pipelines measuring performance, latency, memory footprints, and robustness.
• Integrate ML models into production systems with Robotics and Platform teams.
• Optimize inference pipelines for real-time performance on constrained hardware (CPU/GPU/edge).
• Improve model efficiency using quantization, pruning, distillation, and runtime optimization.
• Write production-grade Python and C++ following clean architecture and modular design.
• Contribute to CI/CD pipelines, automated testing, regression validation, and monitoring for ML components.
• Ensure reproducibility, versioning, and traceability of models, datasets, and experiments.
• Collaborate to industrialize prototypes into scalable production systems.
• Work with Product and System Architects to align ML solutions with hardware roadmap constraints.

Kenntnisse

5+ years of hands-on ML engineering

Production‑ready ML

Python proficiency

CI/CD experience

Independent work / decision making

PyTorch / TensorFlow / ONNX

C++ in performance environments

ROS / TensorRT / MLOps tools

Computer vision / multimodal systems

Ausbildung

MSc or PhD in CS / Engineering / Robotics

Tools

Docker

MLflow

Weights & Biases

ONNX

Jobbeschreibung

Q-SYS VisionSuite in Zurich, hybrid, seeks a Senior ML Engineer to evaluate, integrate, and optimize state-of-the-art ML models powering perception and awareness for intelligent AV systems.

You will benchmark models, design reproducible eval pipelines, and deploy production ML components with Robotics and Platform teams, ensuring real-time performance on constrained hardware while maintaining robustness and observability.