Senior Software Engineer
7 days ago
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. Our mission is to provide innovative solutions that protect life's most important assets: our homes and digital identities. With a team of 6,500 experts, we foster an uncommon, innovative culture and are dedicated to bringing the future to bear today through cognitive answers, insights, algorithms, and automation.
The RoleWe are seeking a versatile and experienced professional with a background in Embedded Systems, Machine Learning, and Data Engineering to join our team. As a key member of our team, you will participate in all aspects of project development, from machine learning to data engineering and embedded systems development. Your expertise will be instrumental in designing and building Convolutional Neural Networks for Smart Sensors, troubleshooting and designing firmware for automotive IoT devices, and working on data engineering tasks such as data workflow, gathering, and analysis.
Responsibilities- Embedded Systems
- Device firmware troubleshooting and design
- Working with hardware vendors to identify solutions
- Define technical requirements and validate vendor implementation for new features
- Maintain and enhance in-house developed firmware
- Work alongside machine learning engineers for building duplicatable and high-scale ML data pipelines
- Design database management solutions running in parallel
- Build highly secured, scalable, and reliable ETLs
- Assist in deployment and monitoring of Spireon's Machine Learning Models
- Collect data and analyze real-world data and metrics
- 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
- Overall understanding and experience with Embedded Systems
- Overall understanding of AI training and inference techniques
- Solid foundation of general machine learning systems
- Understanding of Convolutional Neural Networks Classification, Object Detection, Segmentation
- Understanding of embedded systems running on memory-constrained, solar, and battery-powered devices
- Strong proficiency in reading and 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
- AWS Cloud Services
- C/C++
- Python/Javascript
- SQL, MySQL, Snowflake
- Microcontrollers, SOMs, MCUs
- Linux OS/RTOS
- Database/ML skills
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.
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