Data Scientist

Sonatus is a well-funded, fast-paced, and fast-growing company whose technologies and software help automakers build dynamic software-defined vehicles. With two generations of solutions already on the road with a top global OEM, our vehicle and cloud software solutions are at the forefront of the digital transformation of vehicles. The Sonatus team is a talented and diverse collection of technology and automotive specialists hailing from many of the most prominent companies in their respective industries.

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.

Duties and Responsbilities

• 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.

Qualifications and Experience

• MS or PhD in Computer Science, Engineering, Sciences, Applied Mathematics, or a related field.
• Minimum 5+ Years of experience
• 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.

Desired Skills and Experience

• Experience in the Automotive Industry is highly desirable

Other benefits Sonatus offers include:

• 20 days of paid vacation
• 10 days of paid sick leaves
• Polish public holidays off
• Interoffice Travel Program to HQ (Sunnyvale, CA)

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.