Edge AI Engineer (Mid/Senior)

Quick Facts

Mid/Senior Edge AI Engineer for video telematics devices (R&D), Warsaw.

Description

Analyze, select, test, optimize, and deploy machine learning models for on-device edge inference, with PC-based validation and an evolving path toward cloud-based processing. Focus on running AI models on real embedded hardware and integrating them into the device media/data pipeline.

Responsibilities

• Analyze, select, and evaluate ML models for specific use cases (e.g., ADAS/DMS, video/image analysis, sensor and CAN data processing).
• Test, benchmark, and configure models for deployment on embedded edge devices and on PC (Windows, Linux).
• Evaluate system capabilities (CPU/GPU/NPU, memory, power budget) and help select hardware suitable for AI workloads.
• Optimize models for resource-constrained edge hardware (quantization, pruning, conversion to inference runtimes like TensorFlow Lite, ONNX Runtime, or vendor SDKs).
• Design the data flow between edge pre-processing and future cloud processing.
• Collaborate with embedded software/hardware teams to integrate models into the video/data pipeline.
• Track and assess emerging AI/ML trends for product applicability.
• Document model performance, testing methodology, and deployment decisions.
• Participate in Agile/Scrum team processes.

Requirements

• 2+ years of experience in AI/ML model development, evaluation, or deployment
• Solid Python skills and practical experience with ML frameworks (PyTorch, TensorFlow, or similar)
• Experience testing and benchmarking models for accuracy, latency, and resource usage
• Understanding of embedded/edge inference constraints (CPU/GPU/NPU limitations, memory, power)
• Comfortable working across Linux and Windows environments
• Strong analytical skills and ability to independently solve technical problems
• Professional working proficiency in English

Benefits

• Private medical care (Medicover Premium) and MultiBenefit cafeteria
• Opportunity to grow in a challenging, high-growth environment
• Ambitious industrial GPS tracking device projects
• Additional day off for your birthday
• Team building activities