Cadence Design Systems Inc. is looking for a motivated AI Compiler Intern to work with us in Belo Horizonte, Brazil.
As an AI Compiler Intern you will work with the global IP/SSD Team used with complex high performance SoC's, and is one of the best kept secrets within the semi IP world powering AR/VR, HiFi Audio and Speech, Vision, Imaging and hundreds of intelligent IoT applications.
Be a part of a team that develops an AI graph compiler that takes as input Neural Networks (NNs) created in frameworks such as PyTorch or TensorFlow and converts them into optimized code suitable for execution on special-purpose and embedded platforms.
You will work with next generation processor embedded core that will meet the edge computing demands of AI applications. Come be part of the next explosion of embedded devices building a key part of our processor generating platform for CPU's and DSP's.
Cadence has been nominated as a Great Place to Work globally and in Brazil and is also a Fortune 100 Best Companies to Work For.
Job Description:
Help developing a deep learning compiler stack that takes neural network descriptions (CNNs/RNNs) created in frameworks such as Caffe, PyTorch, TensorFlow, etc. and converts them into code suitable for execution on special-purpose and embedded platforms.
Use modern compiler frameworks such as LLVM and MLIR.
Participate in developing new optimization techniques and algorithms to efficiently map CNNs onto a wide range of Xtensa processors and specialized hardware.
Requirements:
In progress: Bachelor or Masters or PhD in Computer Science or Computer Engineering or similar areas.
Basic notion of C and C++ programming.
Knowledge in software development on Linux.
Nice to have:
English skills: communication, writing and reading.
Knowledge of and experience with a state-of-the-art compiler stack such as LLVM and MLIR.
Python knowledge.
Some familiarity with CNNs and deep learning frameworks (TensorFlow, Caffe/2, etc.)
Some familiarity with various deep learning networks and their applications (Classification/Segmentation/Object Detection/RNNs) is a plus.
Additional Job Details:
Employment category: Internship.
Location: Av Contorno 5800, Belo Horizonte, Minas Gerais Brazil.
Cadence is the only company that provides the expertise and tools, IP, and hardware required for the entire electronics design chain, from chip design to chip packaging to boards and to systems. We enable electronic systems and semiconductor companies to create innovative products that transform the way people live, work, and play. Our products are used in mobile, consumer, cloud datacenter, automotive, aerospace, IoT, industrial and other market segments.
For more information, access http://www.cadence.com
