Edge AI Systems Architect for Vision & DL on Open Platforms

Antmicro; Wrocław; On-site; PLN 180,000 - 240,000; Full time

Job summary

Antmicro's AI team builds advanced Deep Learning-capable devices for customers, collaborating on edge AI tooling with major industry players. You will design AI system architectures, train and deploy models, and optimize processing pipelines for diverse hardware.

The role involves developing AI tools and frameworks, with a focus on GPUs, CPUs, and edge accelerators. On-site work in Poland is expected.

Qualifications

• BSc or MSc in computer science, electronics or related fields.
• Understanding computer architecture.
• Knowledge of Linux and its internals.
• Expertise in C/C++ and Python.
• Experience with Bash, Git, GCC, make, CMake.
• Experience with ML/DL frameworks such as TensorFlow, PyTorch or JAX.
• Understanding of NN architectures and ML algorithms.
• Knowledge of CUDA/OpenCL/OpenCV.
• Knowledge of computer vision and NLP concepts.
• Permanent residency and eligibility to work in the EU.
• Readiness to work on-site.

Responsibilities

• Design AI system architectures (DNNs, ML algorithms, vision) and processing pipelines.
• Train, test and deploy AI models.
• Optimize models for hardware platforms including NVIDIA Jetson, MCUs and open source accelerators.
• Develop AI-oriented tools and frameworks wrapping applications and optimizations.

Skills

C/C++

Python

Linux knowledge

ML frameworks

Education

BSc or MSc in computer science/electronics

Tools

CUDA

OpenCL

OpenCV

GCC

CMake

Git

Job description

Antmicro's AI team builds advanced Deep Learning-capable devices for customers, collaborating on edge AI tooling with major industry players. You will design AI system architectures, train and deploy models, and optimize processing pipelines for diverse hardware.

The role involves developing AI tools and frameworks, with a focus on GPUs, CPUs, and edge accelerators. On-site work in Poland is expected.