Lavori attuali relativi a Senior Embedded AI Engineer - Monte San Pietro, Emilia-Romagna - Datalogic
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Senior Embedded AI Engineer
2 mesi fa
Senior Embedded Deep Learning Engineer
We are seeking a dedicated and experienced Senior Embedded Deep Learning Engineer to become a vital part of the Computer Vision & Machine Learning division, which is responsible for enhancing the AI product offerings at Datalogic.
This position entails the design and development of advanced AI-driven and computer vision algorithms aimed at autonomously extracting insights from continuous data streams. As a Senior Engineer, you will engage in hands-on work, directly deploying deep learning models at the edge. Your contributions will significantly impact Datalogic's edge devices, as you create AI/ML models alongside traditional algorithms, applying a scientific approach to integrate them into the core architecture, manage code maintenance, oversee quality assurance efforts, and participate in all aspects of product development and release cycles. Collaboration with fellow engineers and scientists will be essential as you help lay the groundwork for future Datalogic AI solutions.
The primary responsibilities of this role include:
Conducting research and developing cutting-edge Machine Learning/Deep Learning models for automated data analysis; Designing and implementing Deep Neural Networks (DNNs) for object detection, classification, and segmentation from 2D/3D camera inputs; Training, optimizing, quantizing, deploying, and monitoring the performance of DNNs on edge devices; Evaluating model performance and providing insights for targeted data collection to improve training datasets; Integrating machine learning components into existing products by optimizing the entire processing pipeline; Collaborating across functions to define product requirements that align technical initiatives with the company's business goals.Required Skills and Competencies:
Technical Skills:
Master’s degree in Computer Science, Mathematics, Physics, Electronic Engineering, with a specialization in Deep Learning, Computer Vision, Artificial Intelligence, or related disciplines. Minimum of five years of experience in developing embedded or edge devices throughout the complete product lifecycle. At least five years of experience in creating machine learning/deep learning/computer vision algorithms for edge devices. Strong knowledge of machine learning frameworks such as TensorFlow or PyTorch. Proficient programming skills in both C++ and Python. Experience in operational excellence, utilizing and assessing device metrics to monitor performance. Solid mathematical reasoning abilities, particularly in probability and statistics.Soft Skills:
Innovative thinking; Strong problem-solving capabilities; Ability to work effectively in multidisciplinary teams; Mentoring junior team members; Willingness to collaborate with international teams; Active engagement in projects, demonstrating commitment to quality and timelines. Practical mindset and collaborative attitude.Additional Requirements:
Education: Master’s degree in Computer Science, Mathematics, Physics, Electronic Engineering, or Artificial Intelligence. Languages: Proficiency in Italian and English (native or proficient). Experience: A minimum of five years in research focused on Deep Learning/Computer Vision, with a solid understanding of ML/Deep Learning models applicable to both regression and classification tasks. Preferred: Experience in parallel programming (CUDA, OpenCL) or SIMD development.#LI-IC1
