CASY-MSCCN Jobs

Description

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 implementation 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 graph descriptions to low level C code

• Hardware specification for high performance and low power execution of neural networks

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.

Qualifications

Minimum requirements:

• Masters degree in Computer Science, Computer Engineering or Electrical Engineering or related degree

• Cumulative 3.0 / 4.0 GPA or higher

Preferred qualifications:

• Doctoral degree in Computer Science, Computer Engineering or Electrical Engineering

• 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, TVM graph compiler 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

• Experience with RISC-V based processor design and customization

• Strong communication and interpersonal skills

• The ability to dream what could be the drive to make the dream a reality

Why 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 TI

• Benefits 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.

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Texas Instruments is an equal opportunity employer and supports a diverse, inclusive work environment. All qualified applicants will receive consideration for employment without regard to race, color, religion, creed, disability, genetic information, national origin, gender, gender identity and expression, age, sexual orientation, marital status, veteran status, or any other characteristic protected by federal, state, or local laws.

If you are interested in this position, please apply to this requisition.

Status Regular

Job: Engineering - Product Dev

Primary Location: US-TX-Dallas

Work Locations: Dallas > North Campus - Kilby Center Dallas

Req ID: 240000SN