AI Engineer - Office of the CTO

Sunnyvale, California, United States

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Not SpecifiedCompensation

Junior (1 to 2 years)Experience Level

Full TimeJob Type

UnknownVisa

Automotive SoftwareIndustries

Requirements

Candidates should possess a Bachelor's degree in computer science, engineering, mathematics, applied sciences, or a related field, and a Master’s or PhD in a relevant field is preferred. They must have strong programming skills in languages such as Python, Java, or C++, along with hands-on experience in frameworks like TensorFlow, PyTorch, and scikit-learn, and in-depth knowledge of current machine learning algorithms, AI technologies, and platforms. Experience with data engineering/processing frameworks like Databricks, Spark, and Dataflow, and proficiency in SQL are also required, as well as familiarity with cloud platforms and containerization technologies.

Responsibilities

The AI Engineer will lead efforts to leverage existing AI models and frameworks to solve complex business challenges, conducting the full cycle of data modeling and algorithm development, including training, tuning, validating, deploying, and maintaining services. They will perform data analysis and offer insights to inform business decisions across multiple domains, adhering to data privacy and security protocols, and collaborating with cross-functional teams to understand requirements and translate them into effective AI and data science solutions. Furthermore, they will document and communicate technical designs, processes, and best practices, and take charge of projects ensuring timely completion in a dynamic work environment.

Skills

AI models

Frameworks

Data modeling

Algorithm development

Model training

Model tuning

Model validation

Model deployment

Model maintenance

Large Language Models (LLM)

Computer Vision

Time Series

Retrieval-Augmented Generation (RAG)

Traditional Machine Learning

Data analysis

Data privacy

Data security

Cross-functional collaboration

Documentation

Communication

Sonatus

Platform for software-defined vehicle development

About Sonatus

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 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 goal of Sonatus is to drive continuous improvement in automotive software, capitalizing on the increasing demand for software-defined vehicles globally.

Sunnyvale, CaliforniaHeadquarters

2018Year Founded

$107MTotal Funding

SERIES_ACompany Stage

Data & Analytics, Automotive & TransportationIndustries

51-200Employees

Risks

Competition from established firms like Bosch and Continental threatens market share.

Rapid technological advancements may outpace Sonatus' platform updates.

Expansion into new markets may bring regulatory compliance challenges.

Differentiation

Sonatus offers a no-code platform for adaptable vehicle software architectures.

The company partners with major automotive firms like Hyundai for real-time data diagnostics.

Sonatus' Updater solution manages over-the-air updates for software-defined vehicles.

Upsides

Sonatus raised $75 million to accelerate vehicle software innovation.

The company is expanding globally, including into the Japanese market.

Sonatus won two 2024 MotorTrend SDV Innovator Awards for software solutions.

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