Senior Machine Learning Applications Specialist
4 days ago
Overview of Axelera AI
Axelera AI is an international organization driving innovation in the field of artificial intelligence. With a presence in several countries and a team of experts from diverse backgrounds, we strive to push the boundaries of what's possible in AI.
We aim to deliver cutting-edge solutions that cater to a wide range of industries and applications. Our primary focus is on developing edge AI technologies that enable efficient and effective AI deployments.
Job Description
This position requires an experienced software engineer who can contribute to the development and optimization of our edge AI platform. The ideal candidate will have expertise in machine learning, software development, and system optimization.
The successful candidate will work closely with our cross-functional teams to design, develop, and deploy cutting-edge AI solutions. They will be responsible for ensuring the quality and reliability of our products, identifying areas for improvement, and implementing solutions to enhance overall performance.
Key Qualifications
- BS/MS in Computer Science, Electrical Engineering, or equivalent work experience in the semiconductor and/or AI industry
- Proven hands-on experience with edge deployment frameworks such as OpenVINO or TensorRT
- Familiarity with model optimization techniques such as quantization, compression, and pruning a plus
- Proficiency in AI application development using Python, with extensive experience in ML libraries such as PyTorch and TensorFlow
- Demonstrated ability to build and deploy end-to-end pipelines with quantized models
- Experience in training models using transfer learning to leverage pre-trained models for new tasks
- Experience with MLIR and ONNXRuntime a plus
- Strong problem-solving skills and an ability to troubleshoot and debug complex multi-dimensional problems
- Proficient Linux skills
- Practical knowledge of agile development using tools such as Jira, Git, and GitHub
- Self-motivated with the ability to thrive in a fast-paced collaborative startup environment
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