Description
General Motors Israel (Herzelia) takes a significant part in shaping the autonomous vehicle. We shape the face of the future vehicles in diverse fields by developing cutting edge technologies
We are looking for a Big Data SW Engineer for the autonomous vehicle project as part of ADAS group (Advanced Driver Assistance Systems).
What will you do:
- Develop a scalable data platform to support continuing increases in data volume and complexity - petabytes scale on thousands core cluster.
- Develop data driven processes for the ingestion and enrichment of the data
- Assemble large, complex data sets that meet functional / non-functional business requirements.
- Build the infrastructure required for optimal extraction, transformation, and loading of data.
- Create, manage and optimize large scale data pipelines using popular open-source frameworks: Apache Spark, Airflow, Iceberg etc.
- Support the needs of advanced ML development (Neural net training, reinforcement learning)
- Design and implement data validation and quality checks
- Work with data and analytics experts to strive for greater functionality in our data systems
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Additional Description
Your Skills & Abilities (Required Qualifications):
- B.Sc. in computer sciences or equivalent
- Over 5 years of experience in software development, experience in at least one high-level programming language (Java, Scala, python - preferred )
- Strong background in Big Data frameworks and Data pipelines: Apache Spark, Apache Airflow, Apache Iceberg, Dremio, Databricks
- Cloud: experience and strong familiarity with at least one cloud platform (Microsoft Azure - preferred , AWS, GCP)
- Background in distributed data processing microservices building high-quality, scalable data products.
- Strong background in data modeling, metadata management, ETL development, and data quality.
- Knowledge in both relational and non-relational DB and experience in Schema design
- Good understanding and experience with CI/CD practices
- Team player: Ability to work and collaborate effectively with other team members
About GM
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