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Embedded Tinyml Jobs in Arizona (NOW HIRING)

Embedded Tinyml information

What are the key skills and qualifications needed to thrive as an Embedded TinyML Engineer, and why are they important?

To thrive as an Embedded TinyML Engineer, you need a solid background in embedded systems, machine learning fundamentals, and programming languages like C/C++ and Python, often supported by a degree in computer engineering or a related field. Familiarity with microcontroller platforms (such as ARM Cortex-M), TinyML frameworks (like TensorFlow Lite for Microcontrollers), and hardware debugging tools is typically required. Strong problem-solving skills, attention to detail, and the ability to communicate technical concepts clearly set standout professionals apart in this field. These skills are crucial for efficiently developing, deploying, and maintaining machine learning models on resource-constrained devices, ensuring reliable and innovative edge AI solutions.

What are some common challenges faced when deploying TinyML models on embedded devices?

Deploying TinyML models on embedded devices often involves managing strict resource constraints, such as limited memory, processing power, and energy consumption. Developers must carefully optimize model size and inference speed while ensuring accuracy remains acceptable for the application. Additionally, integrating models within existing embedded system workflows and testing for reliability under various real-world conditions can be challenging. Collaborating with hardware engineers and firmware developers is crucial to achieve efficient deployment and seamless operation.

What are Embedded TinyML engineers?

Embedded TinyML engineers specialize in developing and deploying machine learning models that run directly on small, resource-constrained embedded devices, such as microcontrollers and IoT sensors. Their work involves optimizing neural networks to ensure efficient performance with limited memory, power, and computational capacity. These engineers bridge the gap between embedded systems and AI, enabling smart features in everyday devices without the need for cloud connectivity.
What cities in Arizona are hiring for Embedded Tinyml jobs? Cities in Arizona with the most Embedded Tinyml job openings:
Principal Engineer- Applications (Embedded Vision Edge AI)

Principal Engineer- Applications (Embedded Vision Edge AI)

Microchip Technology

Chandler, AZ

Full-time

Medical, Vision

Posted 8 days ago


Microchip Technology rating

8.1

Company rating: 8.1 out of 10

Based on 31 frontline employees who took The Breakroom Quiz

40th of 137 rated electronics manufacturers


Job description

Are you looking for a unique opportunity to be a part of something great? Want to join a 17,000-member team that works on the technology that powers the world around us? Looking for an atmosphere of trust, empowerment, respect, diversity, and communication? How about an opportunity to own a piece of a multi-billion dollar (with a B!) global organization? We offer all that and more at Microchip Technology Inc.

People come to work at Microchip because we help design the technology that runs the world. They stay because our culture supports their growth and stability. They are challenged and driven by an incredible array of products and solutions with unlimited career potential. Microchip's nationally-recognized Leadership Passage Programs support career growth where we proudly enroll over a thousand people annually. We take pride in our commitment to employee development, values-based decision making, and strong sense of community, driven by our Vision, Mission, and 11 Guiding Values; we affectionately refer to it as the Aggregate System and it's won us countless awards for diversity and workplace excellence.

Our company is built by dedicated team players who love to challenge the status quo; we did not achieve record revenue and over 30 years of quarterly profitability without a great team dedicated to empowering innovation. People like you.

Visit our careers page to see what exciting opportunities and company perks await!

Job Description:

We are seeking a Principal Engineer to lead the architecture and deployment of embedded vision solutions on edge platforms. This role focuses on developing real-time, efficient computer vision pipelines optimized for microcontrollers and microprocessors across industrial, medical, and aerospace applications.

Key Responsibilities

  • Architect end-to-end vision pipelines (capture preprocessing inference post-processing)

  • Optimize CNN models using quantization, pruning, and memory-aware techniques

  • Enable camera interfaces, ISP pipelines, and real-time performance tuning

  • Collaborate with silicon, tools, and applications teams to influence roadmap

  • Mentor engineers and drive technical leadership across projects

Requirements/Qualifications:

  • BS in EE/CS or related field with 10+ years of experience

  • Strong expertise in embedded systems and computer vision

  • Proficiency in C/C++, RTOS/Linux environments

  • Experience with TinyML frameworks (e.g., TFLite Micro) and model optimization

  • Familiarity with low-power design and hardware acceleration

Preferred

  • MS/PhD in EE/CS or related field

Travel Time:

0% - 25%

Physical Attributes:

Feeling, Hearing, Seeing, Talking, Works Alone, Works Around Others

Physical Requirements:

80% sitting, 10% walking, 10% standing

Microchip Technology Inc is an equal opportunity/affirmative action employer. All qualified applicants will receive consideration for employment without regard to sex, gender identity, sexual orientation, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law.
For more information on applicable equal employment regulations, please refer to the Know Your Rights: Workplace Discrimination is Illegal Poster.

To all recruitment agencies: Microchip Technology Inc. does not accept unsolicited agency resumes. Please do not forward resumes to our recruiting team or other Microchip employees. Microchip is not responsible for any fees related to unsolicited resumes.


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