Company: FUNDACION TECNOLOGICA ADVANTX
Country: Spain
Salary: $305,786 - $347,484
Type: Onsite
Employment: Full-time
Description: Collaborate in the design, development and implementation of solutions based on embedded artificial intelligence for different sectors in digital transformation. Functions include data understanding, cleaning, preprocessing and processing; the development of customized deep learning algorithms aimed at solving the use case (desirable knowledge of neural networks, autoencoders, CNNs, transformers, LSTM, RNNs), as well as fine tuning and training techniques to improve precision and generalization. Knowledge about image structures and computer vision is valued, as well as experience in deep learning architectures (type YOLO, Vision Transformers, segmentation, detection, tracking, etc.) and in the treatment of real problems such as class imbalance, noise and domain changes. A key aspect is optimization and deployment in edge environments, including performance measurements (latency, consumption, memory) and techniques such as quantization or acceleration using frameworks and runtimes such as TensorFlow/PyTorch and, as the case may be, ONNX or TensorRT. Training in technical areas is required (computer science, telecommunications, mathematics, physics or similar), knowledge of languages such as Python (C++ is desirable for optimization/integration), and experience with edge devices (Raspberry Pi, NVIDIA Jetson or others), in addition to good model validation, versioning and traceability practices. The experience may have been acquired in internships, academic projects or R&D collaborations, highlighting the proactive attitude and the ability to work as a team.
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