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Full-Time

Data Scientist

Confirmed live in the last 24 hours

Sonatus

Sonatus

51-200 employees

Platform for software-defined vehicle development

Compensation Overview

$86k - $267kAnnually

+ Equity Program

Mid, Senior

Remote in USA

Category
Data Science
Data & Analytics
Required Skills
Data Science
Data Structures & Algorithms
Keras
Apache Spark
SQL
Data Analysis
Requirements
  • MS or PhD in Computer Science, Engineering, Sciences, Applied Mathematics, or a related field.
  • Strong knowledge and understanding of current ML and AI technologies & platforms.
  • Knowledge of current technologies and ML frameworks (tensorflow, pytorch, sklearn, keras, etc.).
  • Hands-on experience with data engineering/processing frameworks (databricks, spark, dataflow, etc.).
  • Data Science prototyping experience.
  • Results-driven with a positive can-do attitude.
  • Creative problem-solving skills.
  • Experience with SQL.
  • Excellent verbal and written communication skills.
Responsibilities
  • Perform data analysis and offer insights to inform business decisions.
  • Work collaboratively with cross-functional teams to identify and address intricate data challenges.
  • Create and deploy data models and algorithms to enhance decision-making processes.
  • Employ programming languages and tools for extracting, cleansing, and manipulating extensive datasets.
  • Present findings and recommendations to stakeholders using visualizations and presentations.
  • Stay current with industry trends and advancements in Data science.
  • Take charge of projects, ensuring timely completion in a dynamic work environment.
  • Engage in training and developmental activities to augment skills and knowledge.
  • Adhere to data privacy and security protocols to uphold the confidentiality of sensitive information.
  • Perform the full data modeling and algorithm development cycle: modeling, training, tuning, validating, deploying, and maintaining services.
  • Research and develop novel statistical approaches and machine learning/deep learning models that add value to manufacturing processes and product performance improvement.
  • Assess the effectiveness and accuracy of data sources and data-gathering techniques.

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

Growth & Insights
Headcount

6 month growth

12%

1 year growth

27%

2 year growth

83%
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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.