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Android Firmware Engineer

4 weeks ago

Bengaluru, Karnataka, India Nymble Full time
About Nymble

Nymble is a fast-growing Series-A funded startup backed by Tier-1 VCs, including Accel Partners and Waterbridge Ventures. We're revolutionizing the cooking industry with our autonomous cooking robots that use Artificial Intelligence enabled Computer Vision to consistently and reliably cook the best food for our users.

Job Description

We're seeking an experienced Android Firmware Engineer to join our team. As an Android Firmware Engineer at Nymble, you will be responsible for maintaining and enhancing the Android platform used in our systems. Your key focus will be on ensuring high performance, stability, and security across all software layers.

Key Responsibilities
  • Customize and optimize the Linux kernel for real-time performance, minimizing the footprint for embedded systems.
  • Strip down unnecessary modules, drivers, and services while ensuring stability for hardware peripherals like sensors, actuators, displays, etc.
  • Remove unnecessary Android services, apps, and frameworks to build a lean, purpose-built system.
  • Develop a custom HAL (Hardware Abstraction Layer) for the robot's specific sensors, actuators, and motor controllers.
  • Integration of custom APIs like NNAPI in the android source.
  • Simplify the Android permission model for embedded use, reducing attack vectors and ensuring safe, sandboxed operation.
  • Disable unnecessary services and ensure secure OTA updates with rollback capabilities.
  • Streamline Android's networking stack (Wi-Fi/Bluetooth) for seamless integration with IoT platforms and cloud services.
  • Develop systems for remote updates, monitoring, and diagnostic capabilities.
Requirements
  • Bachelor's or Master's degree in Computer Engineering, Electrical Engineering, or related field.
  • Experience with low-level system programming. Familiarity with Android Architecture and System Services.
  • Experience with Android platform concepts like HAL Development, System Services, Android Boot, Fast Boot, Android OS modifications, etc.
  • Experience with SELinux Policies, ensuring the security and stability of the AOSP platform.
  • Design and development of Linux device drivers and implementing drivers for various interfaces like I2C, SPI, Display, camera, etc.
  • Hands-on experience in boot loaders and UBoot for Linux.
  • Scheduling, memory management, and device driver development in Linux/RTOS.
Preferred Skills
  • Knowledge of TensorFlow Lite or other AI frameworks for embedded devices.
  • Familiarity with edge computing for AI-driven decision-making.
  • Experience in C/C++ with a deep understanding of Object-Oriented Programming.
What to Expect in the First 90 Days
  • 15-Day Milestone: Dive into the onboarding process and get to know the team. Build connections and understand our collaborative approach. Familiarize yourself with our product's key features and the Android system's critical role.
  • 30-Day Milestone: Begin exploring the Android source code and become comfortable navigating it. Understand existing customizations, patches, and feature sets. Identify areas for improvement.
  • 60-Day Milestone: Develop a solid grasp of essential Android modules. Create a plan to streamline and optimize the Android image. This might involve eliminating unnecessary components, improving performance, or enhancing stability.
  • 90-Day Milestone: Expand your focus to make the Android image scalable and future-proof. Work on an OTA framework, implement security patches, and integrate custom APIs. Ensure our system is secure, scalable, and ready for future updates.
Why Nymble?
  • No other organization offers challenges similar to ours. Building completely autonomous cooking robots requires thinking from first principles and building from the ground up.
  • We believe that Nymble is a generational company with the opportunity to alter the trajectory of how food is cooked inside homes today. This opportunity is parallel to how autonomous cars have started making an impact.