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Senior Software Engineer
2 months ago
About Solera
Solera is a global leader in data and software services that strives to transform every touchpoint of the vehicle lifecycle into a connected digital experience. In addition, we provide products and services to protect life's other most important assets: our homes and digital identities. Today, Solera processes over 300 million digital transactions annually for approximately 235,000 partners and customers in more than 90 countries. Our 6,500 team members foster an uncommon, innovative culture and are dedicated to successfully bringing the future to bear today through cognitive answers, insights, algorithms, and automation.
The Role
We are seeking a versatile and skilled software engineer with a background and interest in embedded systems, machine learning, and data engineering to join our team. As a Senior Software Engineer, you will be responsible for designing and building Convolutional Neural Networks for Smart Sensors, helping to design, debug, and troubleshoot firmware for automotive IoT devices, and assisting with data engineering tasks such as data workflow, gathering, and analysis.
Key Responsibilities
- Design and develop algorithms for challenging vision classification and detection problems.
- Research and develop statistical learning models for data analysis.
- Implementation of Computer Vision and ML algorithms.
- Prototyping ML algorithms.
- Collaborate with Product Management and Engineering departments to understand company needs and devise possible solutions.
- Keep up to date with latest technology trends.
- Communicate results and ideas to key decision makers.
Requirements
- Overall understanding and experience with embedded systems.
- Overall understanding of AI training and inference techniques.
- A solid foundation of general machine learning systems.
- An understanding of Convolutional Neural Networks Classification, Object Detection, Segmentation.
- Understanding of embedded systems running on memory constrained, solar, and battery powered devices.
- Strong proficiency reading/writing code (Data structures and algorithms).
- Experience in Computer vision, image processing.
- Programming/scripting experience with languages such as Python.
- Experience working with machine learning frameworks and libraries (TensorFlow, Keras, PyTorch, scikit-learn).
- Programming language experience with C/C++.
- Experience with OpenCV, AWS Sagemaker, and AWS S3.
Skills
- AWS Cloud Services.
- C/C++.
- Python/Javascript.
- SQL, MySQL, Snowflake.
- Microcontrollers, SOMs, MCUs.
- Linux OS/RTOS.
- Database/ML skills.
Equal Opportunity Employer
Solera Holdings, Inc., and its US subsidiaries (together, Solera) is an equal employment opportunity employer. The firm's policy is not to discriminate against any applicant or employee based on race, color, religion, national origin, gender, age, sexual orientation, gender identity or expression, marital status, mental or physical disability, and genetic information, or any other basis protected by applicable law. The firm also prohibits harassment of applicants or employees based on any of these protected categories.