Data Scientist, Sonatus
$86-267k
Plus equity
Cloud-based solutions for software-defined vehicles
Job no longer available
Cloud-based solutions for software-defined vehicles
101-200 employees
Job no longer available
$86-267k
Plus equity
101-200 employees
Company mission
Sonatus' mission is to create transformative solutions that unlock the full potential of software-defined vehicles..
Role
Who you are
- 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
- Prefer experience with distributed storage and computing tools such as Hadoop and Spark
- Prefer working knowledge of streaming data solutions
Desirable
- Experience in the Automotive Industry is highly desireable
What the job involves
- Sonatus is looking for a highly motivated Data Scientist to join our team and help us accelerate software innovations for next-generation software-defined vehicles
- We are passionate about putting our customers first and creating products that solve real-world problems
- 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
Our take
Software-defined vehicles represent the biggest innovation in automobiles for decades, but there are large obstacles in the way of its growth. The software that defines such vehicles requires over-the-air (OTA) updates and other forms of maintenance if vehicles will be future-proof, and this can quickly become a time-consuming and resource-intensive process.
Sonatus develops cloud-based solutions for software-defined vehicles, providing a platform called Digital Dynamics that empowers automakers to harness vehicle data, add feature updates, diagnose problems, and maintain vehicle infrastructure wirelessly and in real time. The company achieves its flexibility through cloud-empowered data infrastructure, no-code software solutions, and working closely with clients.
Whilst the company faces competition from other IoT vehicle software companies such as Blackberry, Sonatus shows great potential to compete through its all-in-one approach to OTA vehicle software management. This has garnered the company impressive funding, which it will use to support its electric vehicle platform and increase production volume. In 2023, the company further exemplified its growing influence through a break into the Japanese market and an appearance on Forbes' America's Best Startup Employers 2023 list.
Freddie
Company Specialist at Welcome to the Jungle
Insights
Few candidates hear
back within 2 weeks
Company
Funding (2 rounds)
Dec 2022
$75m
SERIES A
Jul 2021
$35m
SERIES A
Total funding: $110m
Company benefits
- Stock option plan
- Health care plan (Medical, Dental & Vision)
- Retirement plan (401k, IRA)
- Life Insurance (Basic, Voluntary & AD&D)
- Unlimited paid time off (Vacation, Sick & Public Holidays)
- Family leave (Maternity, Paternity)
- Flexible work arrangements
- Free food & snacks
Company values
- Respect - for people, truth, and the role technology plays in improving lives
- Intelligence - that breaks barriers, fuels innovation, and creates the future
- Collaboration - with those who are committed to making a difference that goes beyond self
- Excellence - that far exceeds expectations and continuously strives to improve outcomes
Company HQ
Sunnyvale, CA
Articles
Leadership
Jeffrey Chou
(CEO)Experience as Senior Director of Engineering for Nuova Systems from 2005 to 2012. Founder of Diamanti from since 2012.
Yu Fang
(CTO)Head of Mobile Engineering for NAUTO from 2016 to 2018. Experience as CTO of CARDFREE.
Salary benchmarks
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Diversity, Equity & Inclusion at Sonatus
- Sonatus is a tight knit team aligned around a unified vision. We put progress ahead of politics and are not afraid of asking tough questions. Sometimes we get too busy to say it, but you can be confident that you and your contributions will matter every day. We embrace diversity in all regards because respect is ingrained in our every fiber.
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