Full-Time

AI Engineer

Confirmed live in the last 24 hours

Sonatus

Sonatus

51-200 employees

Platform for software-defined vehicle development

Data & Analytics
Automotive & Transportation

Compensation Overview

$176k - $300kAnnually

Mid, Senior

Sunnyvale, CA, USA

Hybrid work model with 2-3 days in office requirements; candidates should reside within the SF/Bay Area, CA region.

Category
Applied Machine Learning
AI Research
AI & Machine Learning
Required Skills
Kubernetes
Microsoft Azure
Python
Tensorflow
Pytorch
Apache Spark
SQL
Java
Docker
AWS
C/C++
Computer Vision
Databricks
Google Cloud Platform
Requirements
  • Master’s or PhD in Computer Science, Engineering, Mathematics, Applied Sciences, or a related field preferred. Bachelor's degree required.
  • Strong programming skills in languages such as Python, Java, or C++, with hands-on experience in relevant frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
  • In-depth knowledge and understanding of current machine learning algorithms, AI technologies, and platforms.
  • Experience with data engineering/processing frameworks (e.g., Databricks, Spark, Dataflow) and proficiency in SQL.
  • Solid experience in data preprocessing, feature engineering, and model evaluation techniques.
  • Familiarity with cloud platforms (e.g., AWS, Azure, Google Cloud) and containerization technologies (e.g., Docker, Kubernetes) is a plus.
  • Strong knowledge of software development best practices, version control systems, and agile methodologies.
  • Results-driven with a positive can-do attitude and excellent problem-solving skills.
  • Exceptional verbal and written communication skills, with the ability to collaborate effectively with cross-functional teams.
  • Experience in the automotive industry is highly desirable.
Responsibilities
  • Lead efforts to leverage existing AI models and frameworks to solve complex business challenges.
  • Conduct the full cycle of data modeling and algorithm development, including modeling, training, tuning, validating, deploying, and maintaining services, (AI breadth).
  • Strong domain expertise in the AI area including LLM, Computer Vision, Time Series, RAG, fine-tune large models, traditional ML models, etc. (AI depth)
  • Stay current with industry trends and advancements in data science and AI technologies. (State-of-the-Art)
  • Perform data analysis and offer insights to inform business decisions across multiple domains.
  • Adhere to data privacy and security protocols to uphold the confidentiality of sensitive information.
  • Collaborate with cross-functional teams to understand requirements and translate them into effective AI and data science solutions.
  • Document and communicate technical designs, processes, and best practices to stakeholders using visualizations and presentations.
  • Take charge of projects, ensuring timely completion in a dynamic work environment.

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 throughout a vehicle's life, which helps manufacturers like Hyundai Motor Group to enhance vehicle quality and improve the ownership experience. Unlike many competitors, Sonatus offers a comprehensive solution that supports 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 globally to meet the rising demand for software-defined vehicles.

Company Stage

Seed

Total Funding

$107M

Headquarters

Sunnyvale, California

Founded

2018

Growth & Insights
Headcount

6 month growth

15%

1 year growth

44%

2 year growth

76%
Simplify Jobs

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.

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