AI Systems Engineer

4 weeks ago

BangaloreAnywhere in IndiaMultiple Locations Cephas Consultancy Services Private Limited Full time

About the job :

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.

Responsibilities Include, But Not Limited To :

- 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.

Successful Candidate For This Position Will Have The Following:

- Must have a BS or Master's degree.

- 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.

(ref:hirist.tech)

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