Job Description

Implement, optimize and deploy machine learning models and algorithms that solve complex problems related to computer vision, speech, natural language processing, and other areas of artificial intelligence, specifically on resource-constrained devices.

Code ML algorithms for CV and Audio application on customized processors and accelerators in C/C++ for performance, latency, and memory.

Develop and debug software in a real-time, embedded, multiprocessor, multi-interface environment.

Work closely with cross-functional teams, such as HW Architects, FW Engineers, Algorithm and Application Engineers across multiple disciplines (Vision, Audio) to identify opportunities for optimizing machine learning solutions.

Pay Rate ranges from $70.00-$90.00 per hour

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com .

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Skills and Requirements

Bachelor's degree in electrical engineering, computer science or equivalent relevant experience.

Experience with machine learning frameworks such as PyTorch, TensorFlow, and model optimization, training and quantization toolkits.

5+ years of experience in software development for complex real-time systems, imaging and CV algorithms or related signal processing fields using C/C++.

Solid modern C/C++ programming and refactoring skills and able to understand and debug heavily threaded code. MS or PhD in EE/CS

Experience with deep learning architectures such as CNNs, RNNs, or GANs, particularly for deployment on embedded devices.

Theoretical knowledge in the field of machine learning, and computer vision or Audio pipeline and algorithms such as capture, render, codecs.

Experience programming in SIMD, VLIW, and/or Vector processors and Familiarity with the custom ISA extensions.

Experience with low-level SW optimization at instruction level, loop optimization, vectorization, data organization and caching.

Prior experience with ARM or Risc-V CPUs, or Tensilica DSP architectures

Familiarity with open source machine learning libraries and frameworks and experience with machine learning pipelines for data processing, model training, and deployment. null

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion,sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military oruniformed service member status, or any other status or characteristic protected by applicable laws, regulations, andordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to HR@insightglobal.com.