Deep Learning Software Engineer (R&D85)
Datalogic
Monte San Pietro
20
Scarso
help
thumb_up Mi piace
Immagine a scopo illustrativo
Azienda: Datalogic Monte San Pietro
Esperienza: Almeno 5 anni in Deep Learning/Computer Vision
Titolo di studio: Laurea Magistrale in Informatica, Matematica, Fisica, Ingegneria Elettronica o Intelligenza Artificiale
Embedded Deep Learning Software Senior Engineer We are looking for a highly motivated Senior Embedded Deep Learning Engineer to join the Computer Vision & Machine Learning team that is in charge to expand the AI product portfolio of Datalogic.
The role is responsible for designing and developing both AI-based and computer vision algorithms to extract information automatically from a continuous stream of data.
As a Senior Engineer, you will be hands-on and responsible for deployment of the deep learning models directly at the edge.
In this role, you will contribute extensively to Datalogic edge devices, creating AI/ML models as well as classic algorithms, taking a science first approach, integrating them into the underlying architecture, code maintenance, QA efforts and everything alse involved in the end-to-end product development and release cycles.
The candidate will work closely with other engineers and scientists creating the foundation of the future Datalogic AI solutions.
The duties and responsibilities of the role include: Research and develop state-of-the-art Machine Learning/ Deep Learning models for automatic data analysis; Design and implement DN Ns to detect, classify and segment objects from 2D/3D camera; Train, optimize, quantize, deploy and monitor performances of DN Ns on edge devices; Analyze performance of models, provide guidance for targeted data collection to enhance training dataset; Integrate ML components into existing products by optimizing the entire processing pipeline; Work cross functional to help define product requirements aligning the technical agenda with the company's business objectives.
Skills and Competencies: Technical Skills: MS in Computer Science, Math, Physics, Electronic Engineering, with a focus in Deep Learning, Computer Vision, Artificial Intelligence or related fields.
At least five years' experience developing embedded or edge device through full product lifecycle.
At least five years’ experience developing machine learning/deep learning/computer vision algorithms running on edge devices.
Consolidated knowledge of ML framework such as Tensor Flow or Py Torch.
Good programming skills both in C++ and Python.
Experience in operational excellence, using and evaluating device metrics to track performance Strong mathematical reasoning skills, especially related with probability and statistics Soft Skills: Innovation; problem solving; multidisciplinary team working; mentoring junior colleagues; willingness to work with international teams; active participation to the project, and commitment to quality and time.
Practical mind set and co-attitude Requirements: Education: MS in Computer Science, Math, Physics, Electronic Engineering, Artificial Intelligence Languages: Italian; English (mother tongue or Proficient) Experience: At least 5 years of experience in research activity on Deep Learning/ Computer Vision.
Good knowledge of ML/ Deep Learning models used both regression and classification tasks Nice to have: Parallel programming (CUDA, OpenCL) or SIMD development. #LI-IC1
✔ Datalogic