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Firmware Intelligence Developer
2 weeks ago
Job Title: AI/ML Firmware Engineer
As a firmware engineer, you will be responsible for designing and developing artificial intelligence and machine learning models to drive end-to-end model lifecycle. You will lead the development of traditional ML models, generative AI models, and on-device inference models.
- Design and develop AI/ML models for firmware environments
- Integrate AI/ML models into firmware environments
- Collaborate with cross-functional teams to deliver intelligent platform features
- Build secure and performant AI pipelines using system-level data
- Lead proof-of-concepts, R&D efforts, and innovations at the intersection of firmware and AI
Requirements:
- 14+ years of relevant work experience in architecture, design, and development of BIOS/Firmware/Embedded Systems
- Proven track record in AI/ML model development and deployment
- Experience with model training, hyperparameter tuning, cross-validation, and libraries/frameworks like PyTorch, TensorFlow, Scikit-learn, HuggingFace Transformers
- Hands-on experience with LLMs and GenAI architectures, including Transformers, Retrieval-Augmented Generation (RAG), LangChain, model fine-tuning, and inference
- Knowledge of on-device inference, model optimization, and edge ML frameworks