Data Engineer - Autonomous Driving Data Cloud
Location: Southfield MI
Job Description:
We are currently seeking an experienced Big Data Engineer to help building up our large-scale data management system for the ADAS / Autonomous Driving team. This field allows contributions on various levels around the data pipeline and data processing, data annotation, machine learning, data ingestion, data pre-processing, integration of Deep Neural Network frameworks, efficient data search and high performance data manipulation.
The Role:
- Work with a state-of-the-art data pipeline on the development and test process of the ADAS/AD features.
- Enable efficient data (pre-)processing in our cloud infrastructure.
- Contribute to the architecture and implementation of an efficient data ingestion process to transfer and store large-scale vehicle sensor data from our Lucid Air/Gravity test vehicles efficiently into our data storage.
- Help to optimize the data storage, search and data processing based on a diverse mix of storage solutions, caching techniques and big data frameworks.
- Contribute to the implementation of a secure distributed data access solution for data on-premise and via cloud providers to connect Lucid data with service providers and partners.
- Work with machine learning experts, testing engineers and software developers to solve challenging development problems.
Qualifications:
- Knowledge of database systems, big data concepts and cluster computing frameworks (e.g. Spark, Hadoop, or other tools).
- Excellence in C , Python, Java or other related programming languages.
- Previous experience with big data applications or back-end software development.
- Experience with machine learning, data engineering, deep learning frameworks and related open-loop testing techniques.
- Strong communication skills.
Advantageous:
- Previous experience building efficient large-scale data collection, storage and processing pipelines.
- Understanding of cyber-security issues and best practices.
Education:
- BS minimum in the areas of Computer Science/Engineering, Data Engineering or other related fields.
- 4+ years of work experience or a PhD in a related field.
- Advanced degrees preferred.
Benefits at eShocan:
- Visa sponsorship (If required)
- 401K with 100% match up to 3%
- Full insurance coverage (Medical, Health, Vision) - 100% paid by eShocan
- Option to add family members (Employee bears the cost)