Texas Instruments
Kilby Labs AI Group Intern - Neural Network Design
Texas Instruments, Dallas, Texas, United States, 75215
We can't predict what the future holds, but we know Texas Instruments will have a part in shaping it.
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 networksUltra high accuracy and ultra low complexity neural network design and trainingSoftware tool development for neural network optimization, sparsification and quantizationGraph compiler and node library design to map high level networks to low level C codeHardware for high performance and low power execution of neural networksThis 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 - change the world, love your job!
Minimum requirements:
Currently pursuing a PhD in Computer Science, Computer Engineering or Electrical Engineering or related degreeCumulative 3.0 / 4.0 GPA or higherPreferred qualifications:
Familiarity with state of the art neural network (MLP, RNN, CNN, transformer) design and training for vision, speech, language and time series based applicationsExperience with the PyTorch deep learning library, ONNX intermediate representation, PyTorch ExecuTorch and TVM graph compilers, and GCC and LLVM C / C++ compilersExcellent Python and C / C++ programming skillsExcellent linear algebra, probability, info theory, calculus, and signal processing knowledgeStrong communication and interpersonal skillsThe ability to dream what could be the drive to make the dream a realityWhy TI?
Engineer your future. We empower our employees to truly own their career and development. Come collaborate with some of the smartest people in the world to shape the future of electronics.We're different by design. Diverse backgrounds and perspectives are what push innovation forward and what make TI stronger. We value each and every voice, and look forward to hearing yours.
Meet the people of TIBenefits that benefit you. We offer competitive pay and benefits designed to help you and your family live your best life. Your well-being is important to us.
About
Texas Instruments
As a global semiconductor company, we design, manufacture, test and sell analog and embedded processing chips to nearly 100,000 customers. Our products enable electronics everywhere and in things you experience every day - from health care, smart homes and connected cars to drones, smart phones and more. Our passion to create a better and more sustainable world by making electronics more affordable through semiconductors drives us to make our technology smaller, more efficient, more reliable and more affordable.
#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 networksUltra high accuracy and ultra low complexity neural network design and trainingSoftware tool development for neural network optimization, sparsification and quantizationGraph compiler and node library design to map high level networks to low level C codeHardware for high performance and low power execution of neural networksThis 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 - change the world, love your job!
Minimum requirements:
Currently pursuing a PhD in Computer Science, Computer Engineering or Electrical Engineering or related degreeCumulative 3.0 / 4.0 GPA or higherPreferred qualifications:
Familiarity with state of the art neural network (MLP, RNN, CNN, transformer) design and training for vision, speech, language and time series based applicationsExperience with the PyTorch deep learning library, ONNX intermediate representation, PyTorch ExecuTorch and TVM graph compilers, and GCC and LLVM C / C++ compilersExcellent Python and C / C++ programming skillsExcellent linear algebra, probability, info theory, calculus, and signal processing knowledgeStrong communication and interpersonal skillsThe ability to dream what could be the drive to make the dream a realityWhy TI?
Engineer your future. We empower our employees to truly own their career and development. Come collaborate with some of the smartest people in the world to shape the future of electronics.We're different by design. Diverse backgrounds and perspectives are what push innovation forward and what make TI stronger. We value each and every voice, and look forward to hearing yours.
Meet the people of TIBenefits that benefit you. We offer competitive pay and benefits designed to help you and your family live your best life. Your well-being is important to us.
About
Texas Instruments
As a global semiconductor company, we design, manufacture, test and sell analog and embedded processing chips to nearly 100,000 customers. Our products enable electronics everywhere and in things you experience every day - from health care, smart homes and connected cars to drones, smart phones and more. Our passion to create a better and more sustainable world by making electronics more affordable through semiconductors drives us to make our technology smaller, more efficient, more reliable and more affordable.
#LI-KJ1