Analog Devices is looking to develop innovative solutions at the intersection of cutting-edge AI algorithms and ADI technologies to drive advancements in digitized factories, mobility, and digital healthcare, combat climate change, and reliably connect humans and the world.
Requirements
- Modern AI architectures and models such as transformers, diffusion models, graph neural networks, multimodal models, etc.
- Training paradigms such as contrastive learning, energy minimization, reinforcement learning, meta-/few-shot learning, etc.
- Developing, deploying, and optimizing AI models using frameworks and tools such as PyTorch, TensorFlow, or cloud-based AI platforms.
- Model deployment on constrained hardware by leveraging quantization, pruning, distillation, increased sparsity, etc.
- Strong publication record in top conferences and/or journals
Responsibilities
- Create novel algorithms specialized for applications relevant to Analog Devices.
- Develop software simulations and analyze performance of algorithms.
- Lead hardware prototyping efforts.
- Work with other researchers and engineers, inside and outside the Algorithmic Solutions Group, to connect our work with our mission statement.
- Stay abreast of state-of-the-art algorithms and research advances beyond the state of the art in areas relevant to Analog Devices.
Other
- PhD degree with a concentration in one of these fields: digital/analog/mixed circuit design, computer architecture, AI accelerators, power electronics, or signal processing.
- 3+ years of hands-on experience
- Required Travel: Yes, 10% of the time
- The expected wage range for a new hire into this position is $166,800 to $229,350.
- This position qualifies for a discretionary performance-based bonus which is based on personal and company factors.
