Software Architect M
il y a 3 jours
WHY JOIN US At ST, we are 50,000 men and women designers and manufacturers of microelectronic technologies. We collaborate with 200,000 customers and thousands of partners. With them, we design and create products, solutions and ecosystems that address their challenges and opportunities and the need to contribute to a more sustainable world. Our advanced technologies enable smarter mobility, more efficient energy and power management, and large‑scale deployment of the Internet of Things (IoT) and 5G. OUR FUTURE COLLABORATION The candidate will be part of an AI SW and HW development team, working at developing methodologies and mapping tools / compilers for automatizing and optimizing different aspects of deploying NN models and benchmarks on our HW‑accelerated platforms. He will work with other compiler developers and architects on the integration of new compiler functionalities for new HW architectures using quantized NNs and In Memory Computing accelerated solutions. He will participate in prototyping and result validation with simulators, FPGAs, and silicon prototypes, and assist in the technology transfer to product groups. YOUR PROFILE Profile Key Skills Computer Science fundamentals, graph algorithms and programming skills Advanced knowledge of C++ (at least c++17), C, and Python programming languages Familiarity with AI compiler intermediate representations such as TVM, MLIR, LLVM Machine Learning / Deep Learning modeling and evaluation Deep Learning solutions definition, design, and optimization using Keras / TensorFlow and / or Pytorch Practical experience with tools for neural network deployment on embedded systems. Software engineering fundamentals (requirements analysis, system design, modularity, documentation, etc.) Other Skills Embedded systems programming Eager to learn complex compiler development algorithms. Comfortable with Linux environments Experience with Git, cmake, build system, and DevOps and MLops, in general Practical experience in deeply quantized Neural Network definition and benchmarking (e.g. Pytroch, QKeras, etc.) Data Analysis with Scikitlearn and / or Numpy and / or Pandas and / or Mathlibplot, and database collection, labeling, and organization for ML / DL solutions development YOUR WORKPLACE At our Montrouge site (92), you will benefit from a pleasant working environment in a human‑sized site, while having access to the resources of an international group. Our recruitment policy is committed to integrating workers with disabilities. Our technology starts with you. Come join our team We gather 50,000 people present in 40 countries representing 118 nationalities. Together, we form one and the same ST. Diversity is an integral part of who we are and what we do. We believe that we are all actors of inclusion and that we must learn to see the world through the eyes of others. We still have a way to go, but every day we work together to create a more equitable and inclusive workplace, where you can realize your full potential. Position location Job location Europe, France, Paris Candidate criteria Education level required7 - Research Doctorate – PhD Experience level required2-5 years Languages English (2- Business fluent) Desired start date 01 / 04 / 2024 #J-18808-Ljbffr
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il y a 11 heures
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