Full-Time
AI Engineer
Confirmed live in the last 24 hours
Sonatus
51-200 employees
Platform for software-defined vehicle development
Compensation Overview
$118k - $300kAnnually
Mid, Senior
Remote in USA
- Bachelor's degree in Computer Science, Engineering, Mathematics, or related field. Master's or PhD preferred.
- Strong programming skills in languages such as Python, Java, or C++.
- In-depth knowledge of machine learning algorithms, deep learning frameworks (e.g., TensorFlow, PyTorch), and other AI technologies.
- Experience with data preprocessing, feature engineering, and model evaluation techniques.
- Proficiency in software development best practices, version control systems, and agile methodologies.
- Excellent problem-solving skills and ability to think critically and analytically.
- Strong communication skills and ability to collaborate effectively with cross-functional teams.
- Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) and containerization technologies (e.g., Docker, Kubernetes) is a plus.
- Lead the effort to leverage existing AI models and frameworks to solve business problems across domains.
- Collaborate with cross-functional teams to understand requirements and translate them into AI solutions.
- Fine-tune and optimize existing AI models for specific use cases and applications.
- Explore and experiment with various AI models, libraries, and techniques to find the best approach for solving specific problems.
- When necessary, develop custom solutions using AI techniques such as machine learning, deep learning, natural language processing, and computer vision.
- Work closely with data scientists and software engineers to integrate AI solutions into existing systems and workflows.
- Continuously monitor and evaluate the performance of deployed AI models and make improvements as necessary.
- Document and communicate technical designs, processes, and best practices.
Sonatus provides a platform for developing software-defined vehicles, focusing on a no-code solution that allows automotive companies to create flexible software architectures. This platform enables the collection and analysis of real-time diagnostic data from vehicles, which helps manufacturers like Hyundai Motor Group to continuously enhance vehicle quality and the ownership experience. Unlike many competitors, Sonatus offers a comprehensive solution that spans the entire vehicle lifecycle, from design to after-sales services, allowing for faster innovation and cost reduction. The company's goal is to drive continuous improvement in automotive software, and it is expanding its reach globally, recently entering the Japanese market to meet the rising demand for software-defined vehicles.
Company Stage
Series A
Total Funding
$116M
Headquarters
Sunnyvale, California
Founded
2018
6 month growth
↑ 12%1 year growth
↑ 27%2 year growth
↑ 83%
Simplify's Take
What believers are saying
- Sonatus' recent $75 million funding round indicates strong investor confidence and potential for rapid growth.
- The company's expansion into the Japanese market and new R&D center in Dublin highlight its global growth strategy.
- Winning multiple industry awards, such as the MotorTrend SDV Innovator Awards, enhances Sonatus' reputation and credibility in the automotive software space.
What critics are saying
- The competitive landscape of automotive software is intense, with established players potentially overshadowing Sonatus.
- Rapid expansion and new market entries could strain resources and operational capabilities.
What makes Sonatus unique
- Sonatus offers a no-code solution for developing software-defined vehicles, setting it apart from competitors that require more complex coding expertise.
- The company's data-driven approach allows for continuous improvement of vehicle software, providing a unique value proposition in the automotive industry.
- Sonatus' platform supports the entire vehicle lifecycle, from design to after-sales, unlike competitors who may focus on only one aspect.