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Senior Software Engineer, AI and Machine Learning
2 months ago
Job Summary:
We are seeking a highly skilled Senior Software Engineer to join our AI and Machine Learning team at Samsung Electronics GmbH. As a key member of our team, you will be responsible for designing, developing, and deploying AI and ML models, as well as optimizing their performance on our cutting-edge hardware.
Key Responsibilities:
- Design and develop AI and ML models, including transformer-based models, and deploy them on Samsung Exynos SoC (NPU, GPU, DSP, and CPU)
- Implement new features and optimize existing ones in our compiler
- Participate in the design, implementation, integration, and verification of AI and ML systems, and contribute to the architectural design
- Prepare technical reports, presentations, and patent applications
Requirements:
- Bachelor's degree with 5+ years of relevant industry experience, or Master's degree with 3+ years, or PhD with 0 years in Electrical Engineering, Computer Science, or related field
- Strong software development skills in C/C++, Python, PyTorch, and TensorFlow
- Hands-on experience with neural network deployment on NPU, GPU, DSP, or CPU
- Knowledge of compiler architecture, front-end and middle-end optimizations, scheduling, register/memory allocation, back-end code generation with good understanding of ISA and IR
- Understanding and experience in ML and DL algorithms, as well as LLMs
- Model quantization, compression, and optimization for better performance, latency, and memory footprint
- A strong team player with excellent communication skills
What We Offer:
We offer a competitive salary and benefits package, as well as opportunities for professional growth and development. Our team is committed to fostering an inclusive and diverse work environment, and we welcome applicants from all backgrounds.
Equal Opportunity Employer:
Samsung Electronics GmbH is an equal opportunity employer and welcomes applications from diverse candidates. We are committed to creating an inclusive work environment that values diversity and promotes equal opportunities for all employees.
