Texas Instruments
Kilby Labs AI Group Intern - Neural Network Design
Texas Instruments, Dallas, Texas, United States, 75215
Change the world. Love your job.
We're looking for an expert in neural network (MLP, RNN, CNN, transformer) design, training and application to join our Kilby Labs AI research and development team. Our activities span:
A variety of internal and external applications of neural networks Ultra high accuracy and ultra low complexity neural network design and training Software tool development for neural network optimization, sparsification and quantization Graph compiler and node library design to map high level networks to low level C code Hardware for high performance and low power execution of neural networks This role is focused on the neural network design, training and application portion of our team's activities.
About the organization:
Kilby Labs, TI's central research and development organization, is a global organization where a variety of engineers from multiple disciplines deliver semiconductor technologies and solutions for future large volume products at a fast moving pace.
Put your talent to work with us as a Kilby AI Neural Network Design intern!
Minimum requirements:
Currently pursuing a PhD in Computer Science, Computer Engineering or Electrical Engineering or related degree Cumulative 3.0 / 4.0 GPA or higher Preferred qualifications:
Familiarity with state of the art neural network (MLP, RNN, CNN, transformer) design and training for vision, speech, language and time series based applications Experience with the PyTorch deep learning library, ONNX intermediate representation, PyTorch ExecuTorch and TVM graph compilers, and GCC and LLVM C / C++ compilers Excellent Python and C / C++ programming skills Excellent linear algebra, probability, info theory, calculus, and signal processing knowledge Strong communication and interpersonal skills The ability to dream what could be the drive to make the dream a reality #LI-KJ1
We're looking for an expert in neural network (MLP, RNN, CNN, transformer) design, training and application to join our Kilby Labs AI research and development team. Our activities span:
A variety of internal and external applications of neural networks Ultra high accuracy and ultra low complexity neural network design and training Software tool development for neural network optimization, sparsification and quantization Graph compiler and node library design to map high level networks to low level C code Hardware for high performance and low power execution of neural networks This role is focused on the neural network design, training and application portion of our team's activities.
About the organization:
Kilby Labs, TI's central research and development organization, is a global organization where a variety of engineers from multiple disciplines deliver semiconductor technologies and solutions for future large volume products at a fast moving pace.
Put your talent to work with us as a Kilby AI Neural Network Design intern!
Minimum requirements:
Currently pursuing a PhD in Computer Science, Computer Engineering or Electrical Engineering or related degree Cumulative 3.0 / 4.0 GPA or higher Preferred qualifications:
Familiarity with state of the art neural network (MLP, RNN, CNN, transformer) design and training for vision, speech, language and time series based applications Experience with the PyTorch deep learning library, ONNX intermediate representation, PyTorch ExecuTorch and TVM graph compilers, and GCC and LLVM C / C++ compilers Excellent Python and C / C++ programming skills Excellent linear algebra, probability, info theory, calculus, and signal processing knowledge Strong communication and interpersonal skills The ability to dream what could be the drive to make the dream a reality #LI-KJ1