Ceva, Inc.

AI Python Developer

Ceva, Inc.  •  Ra'anana, IL (Onsite)  •  2 hours ago
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Job Description

About the AI Division

The AI Division is a unique and dedicated group within Ceva, driving innovation in Machine Learning and Generative AI architectures for edge devices and cloud inference.

Our R&D domains span Neural Network Processors (NPU), Vision DSPs, and advanced AI algorithms for applications across smartphones, tablets, automotive, surveillance cameras and many more edge AI systems.

We combine cutting-edge hardware IP design with embedded software and system-level solutions, enabling the next generation of intelligent and energy-efficient devices.

About the Role:

In this role, you will build deep expertise in AI fundamentals, LLM and generative AI network architectures, and their underlying algorithms. You will continuously research emerging generative AI architectures across the industry, staying ahead of how the field evolves.

A central focus will be quantization - understanding, developing, and refining quantization methods and algorithms, and driving their deployment on our hardware to achieve maximum performance without compromising accuracy.

Responsibilities:

Explore and plan end to end network deployment on Ceva's hardware.

Own network accuracy measurement and improvement.

Develop the graph compiler's hardware-aware quantization tool.

Requirements

  • B.Sc/M.Sc. in Engineering, Computer Science, or related technical field.
  • 3-4 years of experience as a Python developer.
  • Experience working with PyTorch.
  • Experience evaluating and running ML/AI models, with knowledge of common architectures.
  • Proficient in using AI tools, backed by solid testing practices.
  • Strong communication skills, self-driven, with solid time management.

Advantages:

  • Experience with LLMs.
  • Experience with networks quantization methods.
  • Experience with HuggingFace, PyTest and Jenkins.
Ceva, Inc.

About Ceva, Inc.

Ceva is the leader in innovative silicon and software IP solutions

that enable smart edge products to connect, sense, and infer data more reliably and efficiently.

At Ceva, we are passionate about the smart edge. Providing the technology and market expertise our customers need to be successful is what we do best, and we’ve been doing it for over 30 years.

With the industry’s only portfolio of comprehensive communications and scalable edge AI IP, Ceva powers the connectivity, sensing, and inference in today’s most advanced smart edge products across consumer IoT, mobile, automotive, infrastructure, industrial, and personal computing. More than 18 billion of the world’s most innovative smart edge products from smartphones to drones to cellular base stations and more are powered by Ceva.

We create innovative technologies that help our customers turn great ideas into extraordinary products. We license our portfolio of wireless communications and scalable edge AI IP to our customers, breaking down barriers to entry and enabling them to bring new cutting-edge products to market faster, more reliably, efficiently, and economically.

Headquartered in Rockville, Maryland, Ceva has more than 400 employees worldwide, with design centers in Israel, Ireland, France, United Kingdom, United States and sales and support offices located in Europe, the U.S. and throughout Asia. To date, more than 17 billion CEVA-powered chips have been shipped worldwide, for a wide range of diverse end markets.

Ceva was created through the combination of the DSP IP licensing division of DSP Group, Inc. and Parthus Technologies plc (“Parthus”) in November 2002.

Industry
Hardware & Semiconductors
Company Size
201-500 employees
Headquarters
Rockville, Maryland
Year Founded
2002
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