Software Engineer I (Data Engineering)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Software Engineer I (Data Engineering): Building and supporting Linux- and cloud-based data systems for autonomous vehicle fleets with an accent on AWS-based data ingestion, ETL, and storage solutions. Focus on creating robust pipelines to process massive data volumes and scaling data lakes for ML training.
Location: Remote-first, with a presence in Ann Arbor, MI (US)
Salary: $114,400 - $137,300 USD
Company
A leader in autonomous driving since 2007 and part of the Daimler family, focused on developing software for automated trucks to transform freight movement.
What you will do
- Create robust and resilient pipelines to process massive daily volumes of data from vehicle fleets and simulations.
- Build and support scalable pipelines within the Data Factory to deliver data for ML training at scale.
- Scale the data lake through distributed storage systems, data crawling, and discovery.
- Ensure data integrity through validation, versioning, provenance, and governance.
- Collaborate with perception, planning, control, and mapping teams to support product delivery.
- Participate in a business-hour on-call rotation to support deployed systems.
Requirements
- BS/MS Degree in Computer Engineering, Computer Science, or a related field.
- Experience writing code using Python.
- Practical experience with Docker and containerization.
- Strong commitment to TDD, CI/CD, and Infrastructure as Code (IaC).
- Experience deploying and maintaining Linux systems with general bash scripting.
Nice to have
- Experience with AWS serverless architectures (Lambda, Batch, ECS Fargate, Glue, Athena).
- Proficiency with pandas, numpy, and other Python data analysis libraries.
- Knowledge of relational, NoSQL, vector stores, and distributed data stores.
- Experience with the Databricks platform for data serving and visualization.
- Experience scaling data for ML and AI workloads using Ray.
Culture & Benefits
- Competitive compensation including a bonus component and stock options.
- 100% paid medical, dental, and vision premiums for full-time employees.
- 401K plan with a 6% employer match.
- Flexible scheduling and generous paid vacation available immediately.
- AD+D and Life Insurance.
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