About SimpliSafe
SimpliSafe is a leading home security company committed to providing innovative and reliable security solutions. We're looking for a talented ML Firmware Engineer to join our camera firmware team.
Job Description
As an ML Firmware Engineer, you will play a crucial role in developing and maintaining machine learning applications and their integration into our smart home security cameras. You will be responsible for designing, implementing, and optimizing computer vision applications to enable advanced features such as object detection, image classification, and face recognition on home security cameras.
Responsibilities:
- Develop and maintain efficient firmware modules to interface with machine learning models.
- Develop and maintain code for reporting various metrics for model deployment monitoring such as image metadata metrics, model performance metrics etc.
- Collaborate with the ML team to integrate machine learning models into our camera firmware.
- Optimize firmware for low-latency and low-power consumption.
- Ensure seamless integration of machine learning models into the overall camera system.
- Design and implement comprehensive testing frameworks to ensure the quality and reliability of machine learning models and firmware.
- Conduct rigorous unit, integration, and system-level testing.
- Analyze test results to identify and resolve issues.
- Develop and maintain build and CI/CD pipelines for machine learning model training and firmware development.
- Set up and manage testing infrastructure for various hardware platforms.
- Develop and maintain tools for automated testing and model performance evaluation.
Qualifications:
- Strong proficiency in C/C++ and Python programming.
- Good understanding of Computer Vision fundamentals, including deep learning techniques.
- Experience with deep learning frameworks (e.g. PyTorch) and their application to computer vision tasks.
- Experience working with embedded systems and real-time constraints.
- Experience with version control systems (e.g., Git).
- Strong problem-solving and analytical skills.
- Excellent communication and teamwork abilities.
Top Skills
What We Do
Being safe should be simple. SimpliSafe designs home security systems that are wireless, cellular and so user-friendly they can be set up by anyone in minutes. An ever-expanding arsenal of sensors and the SimpliSafe security camera, SimpliCam, provides all-encompassing protection while integrated apps make comprehensive system control possible from anywhere.
But SimpliSafe is way more than its great products. It’s also seamless 24/7 professional monitoring, without the long-term contracts and sky-high prices of traditional alarm companies.
Currently, SimpliSafe protects over 2 million Americans and that number is quickly rising. In 2014, the company was ranked in The Inc. 500 as one of the fastest growing private companies in the nation with a 3,076% 3-year growth rate. SimpliSafe is ushering in a new era — one where anyone anywhere can have a security system that’s not only simple, but also on the cutting edge.
Want to be a part of a fast-paced environment in the heart of Boston? Check us out.
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