Engineer II- Software Development AI​/ML

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 ; 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  without a great team dedicated to empowering innovation. People like you.

Visit our  page to see what exciting opportunities and company  await!
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* Job Description:

** We are seeking an experienced, dynamic software engineer to develop AI models within our AI/ML software platform for edge computing. The candidate will develop various AI models for our edge AI hardware products.  The candidate should have strong software engineering skills, AI model development experience or applicable experience in applying AI models and algorithms in various edge, cloud or LLM environments using industry available frameworks and languages such as Pytorch, Python, or ONNX.  

Join our growing Edge AI team!
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* Key Responsibilities:

*** Participate in the design, development, and implementation of new and existing AI models using JavaScript, Type Script, C/C++, and Python languages in an AI application across the various Edge AI hardware platforms.
* Create and define AI models in various platforms using TFLite, Tensorflow, ONNX, Pytorch and C/C++ based technologies.
* Design and implementation of AI/ML applications, models and algorithms optimized for edge computing environments in our cloud-based development and application space.
* Work closely with product management to help define project requirements, milestones, and deliverables.
* Work with applications software engineers to develop methodologies in gathering, applying and evaluating data for consumption by AI models running on Edge AI hardware.
* Work with software engineering team to implement accelerated AI training software platforms.
* Develop and tune AI models for efficient execution on hardware platforms.
* Collaborate with cross-functional teams across the company to analyze project requirements and propose innovative solutions.
* Utilize best practices in software development, including code reviews, unit testing, integration and continuous integration.
* Write clean, maintainable, and efficient code, adhering to best practices and coding standards.
* Debug, troubleshoot, and resolve software defects and issues.
* Assist with the documentation of software solutions, including technical specifications and user guides.
* Work with customers and provide support to end-users when necessary.
* Stay up-to-date with the latest advancements in AI/ML and edge computing technologies to ensure our solutions remain at the cutting edge.
* Work in a team environment, developing and fostering a culture of innovation and continuous improvement.
** Requirements/

Qualifications:

*** Bachelor’s degree in Computer Science, Software Engineering or related field.
* 2.5 - 3 years of experience in software development + with 1 + years of specific AI/ML model development experience.
* Proficient knowledge in using machine learning development languages, tools and frameworks, such as the MPLAB Machine Learning Development Suite and Python AI/ML libraries using Tensor Flow/TFLite, Pytorch, Keras, and ONNX.
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* Preferred Qualifications:

*** Familiarity with cloud computing platforms (AWS, Azure, GCP, OCI) and edge-to-cloud integration.
* Experience in front-end web development using HTML, React, Angular, JavaScript or Node.js languages.
* Experience with web development using languages and technologies such as Python, PHP, Angular.js, React.js, JavaScript, HTML, CSS, JSON, XML/YAML and OAuth API communication methods.
* Familiarity with SQL and database design concepts.
* Knowledge of hosting cloud applications in AWS using AWS tools and release applications.
* Knowledge of ansible, chef, or Jenkins deployment languages in a cloud-based application environment.
* Knowledge of scripting languages (Bash, Shell, Perl) for data manipulation and management.
* Knowledge of data collection, preprocessing, and training neural networks in data centers.
* Solid understanding of edge computing architectures, including IoT devices, embedded systems, and real-time processing.
* Experience with edge computing platforms and optimizing AI/ML models for resource-constrained devices.
* Knowledge of signal processing and analysis in an ML framework.
* Experience with Agile Dev Ops/Sec Dev Ops /Git SCM software development lifecycle workflow in a…