AI / ML Systems Engineer Description :
As an AI / ML Systems Engineer you will contribute to the development of new architectures and products using our next generation Memory / Storage solutions for our Mobile Customers.
Duties :
- Develop and Analyze Machine Learning or AI Models for Edge AI applications.
- Analyze Open-Source Large Language, Vision and Multi-modal models and deploy them for mobile systems.
- Customize the models for performance and power analysis and implement changes for performance improvements.
- Work with the third-party Application and Model developers to get custom models for mobile devices and to analyze Memory and Storage requirements.
- Work with the SDKs from SoC vendors to deploy models on different Accelerators in the mobile system and analyze the performance with different accelerators.
- Run tests to assess and AI performance.
- Stay up to date on the latest innovations in machine learning.
Requirements :
- Must have a BS or Master’s degree or PhD in Electrical and / or Computer Engineering or Computer Science
- At least 5 years of relevant work experience.
- Strong understanding of dimensionality reduction techniques, clustering, and classification.
- Familiarity with supervised and unsupervised machine learning metrics and requirements.
- Excellent writing, documentation, and communication skills.
- Ability to learn new skills and take on new responsibilities.
- Experience working with AI Accelerators and Performance Analysis
- Experience in ASIC or FPGA Design, Verification
- Experience in Architecture, Microarchitecture of high speed, low power, optimal area IPs
- Great communications skills with the ability to articulate results.
Preferred Skills :
- Experience with dynamical systems, optimization, and simulation.
- Knowledge of the latest and most performant ML / AI algorithms.
- Ability to create customer deliverable research reports.
- Proposal writing skills for new ML / AI work.
- Processor system knowledge including basic understanding of SoC systems as well as operating system software.
Compensation :
- $70-75 / hr W-2 Job ID :
- JP 1987
- JP 1987
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