Mixed Signal Processing and AI Research Engineer - Texas Instruments
Dallas, TX
About the Job
Description
We can't predict what the future holds, but we know Texas Instruments will have a part in shaping it.
We are looking for a Mixed Signal Processing and AI Research Engineer to join TI’s central R&D organization, Kilby Labs. You will apply your analog and digital signal processing and AI expertise to innovate on intelligent time series data processing approaches that address challenges and opportunities in emerging industrial, medical, and consumer applications. You will architect, design, simulate and prototype system solutions utilizing the new data processing approaches and work with technologists in Kilby and across TI to define highly differentiated future IC products that bring new values to our customers and make broad impact.
The job involves acquiring system expertise for a given application area, designing a differentiated system architecture that create high precision, performance, low power, ease of use, and low cost. The key building blocks typically includes analog front ends, AD/DA converters, analog and digital signal processing algorithms and Neural Network (NN) models for various data analytic tasks. The engineer is expected to do system level device modeling and simulations for solutions feasibility study, define and build discrete system prototypes to demonstrate the feasibility of functionality/performance and understand application needs and resource limitations. We are looking for a dynamic, self-motivated, hard-working, results-oriented individual to contribute in an extremely talented team environment.
About the organization:
Kilby Labs, TI’s central R&D organization, is a global organization grouped by a variety of research engineers from multiple technology disciplines to deliver semiconductor devices and solutions for future large volume products in a fast moving pace.
Responsibilities include:
+ _System_ : Define, simulate, design and develop a system level solution in various application areas (industrial, medical, automotive and consumer) with highly differentiated features: performance, power, cost, ease of use, etc.
+ _Time Series Signal Processing_ : Define, design and develop highly optimized signal processing and AI algorithms to extract information from a sensing signal path, or create the desired effect in an actuation signal path, or a combined active sensing approach that involves both actuation and sensing. Be able to infer or classify unique information from time-domain, frequency domain signal pre-processing and neural network models as well as post-processing in a very resource constraint device environment with unique optimization methods.
+ _Hardware Design and Prototyping_ : Broad analog and digital high-speed high-precision HW digital and analog design and prototypes. Be able to interact with IC development team for complete IC level signal path design and applications.
+ _Simulation & Verification_ : Quickly provide comprehensive system level simulations to validate the viability of a given solution, analyze system performance requirements and perform system tradeoff analysis.
+ _Customer Interactions_ : Work with multiple business units across the company to support productization of the systems. Work with early stage driver customers and/or 3 rd party companies with precise and clear communication skills.
+ _Emerging Technologies_ : Continuously stay up to date with competitive landscape for performance benchmark and find new applications/opportunities in the embedded analytics space using existing TI products or define future products.
+ _Execution_ : Aggressive on-time delivery of the project milestones with clear understanding of project plan, focus on key priorities and work-through various constraints. Highlight potential risks at the early stage and come up with prompt mitigation plans.
Qualifications
Minimum requirements:
+ Doctoral degree in Electrical Engineering, Electrical and Computer Engineering or related field
+ Cumulative 3.0/4.0 GPA or higher
Preferred qualifications:
+ Strong track record and expertise in mixed signal processing algorithms, devices, use of IC products and AI model development.
+ Proficient with Python/Matlab/Simulink for system simulation. Simulation shall include sensor model, analog/digital signal chain and algorithm for complete system analysis and solution development.
+ Comfortable with debugging system in lab environment using oscilloscope, spectrum analyzer, function generator, power supply and other lab equipment.
+ Experience in system prototypes, optimization and application demonstration. Proficiency in analog and basic digital IC design for mixed signal circuits is a plus.
+ Experience with programming languages such as C/C , real-time operating system, embedded software, and MCU development environments is a plus.
+ Ability to work in teams and collaborate effectively with people with different functions.
+ Understanding of the latest techniques in deep neural networks, Large Language models, and scaling techniques. Experience in developing or using deep learning frameworks (e.g. Tensorflow, Keras, Caffe, PyTorch, ONNX, etc.)
+ Knowledge in one or more systems that involve sensors in current/motion/acoustic, optical, ultrasound, mmWave and other sensing modalities.
+ Has engaged with sensing systems used in industrial, medical, automotive and other consumer applications.
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.
#LI-KJ1
_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 East Dallas
Req ID: 240001AL
We can't predict what the future holds, but we know Texas Instruments will have a part in shaping it.
We are looking for a Mixed Signal Processing and AI Research Engineer to join TI’s central R&D organization, Kilby Labs. You will apply your analog and digital signal processing and AI expertise to innovate on intelligent time series data processing approaches that address challenges and opportunities in emerging industrial, medical, and consumer applications. You will architect, design, simulate and prototype system solutions utilizing the new data processing approaches and work with technologists in Kilby and across TI to define highly differentiated future IC products that bring new values to our customers and make broad impact.
The job involves acquiring system expertise for a given application area, designing a differentiated system architecture that create high precision, performance, low power, ease of use, and low cost. The key building blocks typically includes analog front ends, AD/DA converters, analog and digital signal processing algorithms and Neural Network (NN) models for various data analytic tasks. The engineer is expected to do system level device modeling and simulations for solutions feasibility study, define and build discrete system prototypes to demonstrate the feasibility of functionality/performance and understand application needs and resource limitations. We are looking for a dynamic, self-motivated, hard-working, results-oriented individual to contribute in an extremely talented team environment.
About the organization:
Kilby Labs, TI’s central R&D organization, is a global organization grouped by a variety of research engineers from multiple technology disciplines to deliver semiconductor devices and solutions for future large volume products in a fast moving pace.
Responsibilities include:
+ _System_ : Define, simulate, design and develop a system level solution in various application areas (industrial, medical, automotive and consumer) with highly differentiated features: performance, power, cost, ease of use, etc.
+ _Time Series Signal Processing_ : Define, design and develop highly optimized signal processing and AI algorithms to extract information from a sensing signal path, or create the desired effect in an actuation signal path, or a combined active sensing approach that involves both actuation and sensing. Be able to infer or classify unique information from time-domain, frequency domain signal pre-processing and neural network models as well as post-processing in a very resource constraint device environment with unique optimization methods.
+ _Hardware Design and Prototyping_ : Broad analog and digital high-speed high-precision HW digital and analog design and prototypes. Be able to interact with IC development team for complete IC level signal path design and applications.
+ _Simulation & Verification_ : Quickly provide comprehensive system level simulations to validate the viability of a given solution, analyze system performance requirements and perform system tradeoff analysis.
+ _Customer Interactions_ : Work with multiple business units across the company to support productization of the systems. Work with early stage driver customers and/or 3 rd party companies with precise and clear communication skills.
+ _Emerging Technologies_ : Continuously stay up to date with competitive landscape for performance benchmark and find new applications/opportunities in the embedded analytics space using existing TI products or define future products.
+ _Execution_ : Aggressive on-time delivery of the project milestones with clear understanding of project plan, focus on key priorities and work-through various constraints. Highlight potential risks at the early stage and come up with prompt mitigation plans.
Qualifications
Minimum requirements:
+ Doctoral degree in Electrical Engineering, Electrical and Computer Engineering or related field
+ Cumulative 3.0/4.0 GPA or higher
Preferred qualifications:
+ Strong track record and expertise in mixed signal processing algorithms, devices, use of IC products and AI model development.
+ Proficient with Python/Matlab/Simulink for system simulation. Simulation shall include sensor model, analog/digital signal chain and algorithm for complete system analysis and solution development.
+ Comfortable with debugging system in lab environment using oscilloscope, spectrum analyzer, function generator, power supply and other lab equipment.
+ Experience in system prototypes, optimization and application demonstration. Proficiency in analog and basic digital IC design for mixed signal circuits is a plus.
+ Experience with programming languages such as C/C , real-time operating system, embedded software, and MCU development environments is a plus.
+ Ability to work in teams and collaborate effectively with people with different functions.
+ Understanding of the latest techniques in deep neural networks, Large Language models, and scaling techniques. Experience in developing or using deep learning frameworks (e.g. Tensorflow, Keras, Caffe, PyTorch, ONNX, etc.)
+ Knowledge in one or more systems that involve sensors in current/motion/acoustic, optical, ultrasound, mmWave and other sensing modalities.
+ Has engaged with sensing systems used in industrial, medical, automotive and other consumer applications.
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.
#LI-KJ1
_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 East Dallas
Req ID: 240001AL
Source : Texas Instruments
