Job Summary
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We are seeking a Senior Software Engineer - Edge Machine Learning to join our team. As a key member of our Energy Software Team, you will play a critical role in developing leading edge algorithms to monitor and ensure resilience of the electrical grid.
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Key Responsibilities:
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* Design and develop software for Grid Monitoring embedded systems which include neural net accelerators.
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* Work closely with AI engineers to adapt and tune ML models for the target edge computing platform.
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* Combine ML inferences and other signals within the embedded systems to identify and report faults and/or perform appropriate response actions.
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* Create all necessary documentation to support the embedded firmware design and communicate the essential concepts inside and outside the development team.
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* Participate in code reviews, software standard and guidelines improvement.
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* Develop and execute software unit and integration test plans.
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* Analyze test results to ensure correct functionality and implement corrective action.
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* Interact daily with geographically distributed Silicon Designers, Embedded Software Engineers, Applications Engineers, and other team members to develop software, resolve bugs, identify missing requirements etc.
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* Provide customer support during Beta trials and post release.
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Requirements:
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* Bachelor's degree in Electronics, Electrical or Computer Science.
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* Minimum 5 years' experience in designing and developing embedded software in C/C++ Language.
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* Background in machine learning algorithms (CNN, DNN) and experience deploying them on embedded systems.
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* Familiarity with model optimization techniques (quantization, pruning, compilation) and deployment pipelines for embedded AI.
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* Familiarity with neural network accelerators and strategies for efficient neural network execution on such hardware.
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* Strong background in embedded software and computer architecture.
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* Excellent problem-solving and troubleshooting skills.
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* Proficient in C/C++ programming.
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* Experience in designing and developing embedded applications using RTOS such as Zephyr, ThreadX, FreeRTOS etc.
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* Experience with Git, Jira and Confluence.
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* Strong written and verbal communication skills.
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* Travel Required: Yes, up to 10% of the time.
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About Us:
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We are an equal opportunity employer. We foster a culture where everyone has an opportunity to succeed regardless of their race, color, religion, age, ancestry, national origin, social or ethnic origin, sex, sexual orientation, gender, gender identity, gender expression, marital status, pregnancy, parental status, disability, medical condition, genetic information, military or veteran status, union membership, and political affiliation.
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