AI/ML Systems Engineer 3

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