Padmi

Deep learning Engineer

IndiaPosted 3 months ago
Software engineeringMid-levelFull Time; Regular
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As a Deep Learning Engineer at STMicroelectronics, your role will involve building next-generation Edge AI systems focusing on optimizing and deploying deep learning models for low-latency, low-power environments. You will collaborate with ML researchers, embedded engineers, and platform teams to convert large-scale models into efficient production-ready systems running on ST platforms. This position is ideal for individuals passionate about maximizing neural network performance while ensuring model accuracy. Key Responsibilities: - Build next-generation Edge AI systems for embedded and resource-constrained devices - Optimize and deploy state-of-the-art deep learning models for low-latency, low-power environments - Collaborate with ML researchers, embedded engineers, and platform teams to convert large-scale models into efficient production-ready systems - Focus on model optimization, quantization, and deployment for edge inference - Utilize compression techniques like Pruning, Quantization, etc. - Work on systems based on machine learning and/or deep learning - Ensure efficient production-ready systems running on ST platforms Qualifications Required: - Post-secondary education in a related field - Strong working knowledge of deep learning, especially in Computer Vision - Hands-on experience with PyTorch - Minimum 3 years of industry experience with Python, C/C++ coding, or other high-level languages - Understanding of low-level implementation of neural networks - Experience with compression techniques like Pruning, Quantization, etc. - Proficiency in using GitHub, CI/CD, and Linux-based development environments At STMicroelectronics, diversity, equity, and inclusion are integral parts of the company culture. The company is proud to be recognized as one of the 17 companies certified as a 2025 Global Top Employer. STMicroelectronics values continuous improvement, ethics & integrity, purpose & values, organization & change, business strategy, and performance. The company is committed to fostering a diverse and inclusive workplace, promoting equity in career development, opportunities, and remuneration. STMicroelectronics encourages candidates from diverse backgrounds to apply, as the company values diverse perspectives and provides opportunities for growth and learning. If you are interested in joining the team and innovating for a smarter and greener future, visit st.com/careers for more information. As a Deep Learning Engineer at STMicroelectronics, your role will involve building next-generation Edge AI systems focusing on optimizing and deploying deep learning models for low-latency, low-power environments. You will collaborate with ML researchers, embedded engineers, and platform teams to convert large-scale models into efficient production-ready systems running on ST platforms. This position is ideal for individuals passionate about maximizing neural network performance while ensuring model accuracy. Key Responsibilities: - Build next-generation Edge AI systems for embedded and resource-constrained devices - Optimize and deploy state-of-the-art deep learning models for low-latency, low-power environments - Collaborate with ML researchers, embedded engineers, and platform teams to convert large-scale models into efficient production-ready systems - Focus on model optimization, quantization, and deployment for edge inference - Utilize compression techniques like Pruning, Quantization, etc. - Work on systems based on machine learning and/or deep learning - Ensure efficient production-ready systems running on ST platforms Qualifications Required: - Post-secondary education in a related field - Strong working knowledge of deep learning, especially in Computer Vision - Hands-on experience with PyTorch - Minimum 3 years of industry experience with Python, C/C++ coding, or other high-level languages - Understanding of low-level implementation of neural networks - Experience with compression techniques like Pruning, Quantization, etc. - Proficiency in using GitHub, CI/CD, and Linux-based development environments At STMicroelectronics, diversity, equity, and inclusion are integral parts of the company culture. The company is proud to be recognized as one of the 17 companies certified as a 2025 Global Top Employer. STMicroelectronics values continuous improvement, ethics & integrity, purpose & values, organization & change, business strategy, and performance. The company is committed to fostering a diverse and inclusive workplace, promoting equity in career development, opportunities, and remuneration. STMicroelectronics encourages candidates from diverse backgrounds to apply, as the company values diverse perspectives and provides opportunities for growth and learning. If you are interested in joining the team and innovating for a smarter and greener future, visit st.com/careers for more information.

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Deep learning Engineer at STMicroelectronics · Padmi