The AI Incubation team is looking for experienced Machine Learning Engineers to develop core AI technologies for Analog Devices' future AI products. Our technologies range from generative AI for electronics to deeply embedded AI models in our silicon. We work across various markets and applications to solve problems beyond the reach of traditional algorithms and circuit innovations.
Responsibilities include:
1. Contribute to the development of scalable machine learning algorithms with mainstream frameworks.
2. Create and maintain reusable functional components in machine learning framework.
3. Contribute to the evaluation framework, benchmarking of models, and management of model lifecycle.
4. Collaborate with Central Data in Analog Devices to create data pipelines for large-scale multimodal datasets.
5. Stay abreast of the latest development of machine learning tools from reputable groups, and experiment and prototype with new machine learning libraries or practices
Qualifications:
6. Master's degree or equivalent experience.
7. 2+ years of full-time industry experience in machine learning
8. Strong background in machine learning and AI, and experience in:Training custom neural network models with PyTorchEvaluation of neural network models with standard testbedsOptimize data pipeline and data cleaning and standardizationSoftware development for deployable machine learning system
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Job Req Type: ExperiencedRequired Travel: Yes, 10% of the timeShift Type: 1st Shift/Days