AI NPU Simulator Software Developer

Posted 12 Days Ago
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Ra'anana, ISR
Hybrid
Senior level
Semiconductor • Manufacturing
Ceva is powering the smart edge
The Role
Design, implement and optimize an NPU (Neural Network Processor) simulator in C/C++ (OOP), collaborating with architecture, algorithms, systems and hardware teams to enable efficient execution of advanced AI networks for edge devices. Analyze and improve simulator performance and accuracy across Ceva processor architectures.
Summary Generated by Built In
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 learn and deeply understand the AI fundamentals and create tools that simulate Ceva’s AI neural network processor implementation.

In addition, you will perform in-depth analysis and optimization to the simulator, to ensure simulator performance and accuracy for various Ceva ‘s processors architectures. 

The project is using C/C++ OOP as main development language as well as python for AI neural network.

Development platforms are Linux and Windows based.

 Responsibilities:

Taking part of innovative, agile, top-notch Software organization, designing Neural Network Processor (NPU) simulator in close collaboration with the architecture, algorithms, system and hardware teams.

Design and develop simulation software solutions allowing Ceva customers to run most advanced AI networks efficiently on Ceva NPU software simulation.

Requirements
  • B.Sc/M.Sc. in Engineering, Computer Science, or related technical field.
  • 5 – 10 years of experience as hands-on software engineer
  • Experience in C/C++ programming 
  • Enthusiastic about ML, AI and Computer Vision
  • Experience in developing complex embedded software systems
  • Excellent problem-solving skills and attention to detail.
  • Good communication skills.
  • Good ability to manage time and prioritize tasks.
  • Independent and self-motivated

Advantage:

  • Experience in Python 
  • Experience in deploying AI/ML models
  • Experience in deploying a simulator for hardware
  • Experience development in Linux 

Skills Required

  • B.Sc/M.Sc. in Engineering, Computer Science, or related technical field.
  • 5 - 10 years of experience as hands-on software engineer
  • Experience in C/C++ programming
  • Experience in developing complex embedded software systems
  • Enthusiastic about ML, AI and Computer Vision
  • Excellent problem-solving skills and attention to detail.
  • Good communication skills.
  • Good ability to manage time and prioritize tasks.
  • Independent and self-motivated
  • Experience in Python
  • Experience in deploying AI/ML models
  • Experience in deploying a simulator for hardware
  • Experience development in Linux
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The Company
HQ: Rockville, Maryland
534 Employees
Year Founded: 2002

What We Do

Ceva powers the Smart Edge, bridging the digital and physical worlds to bring AI-driven products to life. Our Ceva AI fabric portfolio of silicon and software IP enables devices to Connect, Sense, and Infer – the essential capabilities for the intelligent edge. From 5G, cellular IoT, Bluetooth, Wi-Fi, and UWB connectivity to scalable Edge AI NPUs, AI DSPs, sensor fusion processors and embedded software, Ceva provides the foundational IP for devices that connect, understand their environment, and act in real time. With more than 20 billion devices shipped and trusted by 400+ customers worldwide, Ceva is the backbone of today’s most advanced smart edge products – from AI-infused wearables and IoT devices to autonomous vehicles and 5G infrastructure. Our differentiated solutions deliver seamless integration into existing design flows, total flexibility to combine solutions based on design needs and ultra–low–power performance in minimal silicon footprint, helping customers accelerate development, reduce risk, and bring innovative products to market faster. As technology evolves toward Physical AI, Ceva’s IP portfolio lays the foundation for systems that are always connected, contextually aware, and capable of intelligent, real-time decision-making.

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