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3 days ago
As a Data Architect, you will design and build scalable data infrastructure to support large language model research.
- Develop high-throughput systems for data ingestion, processing, and transformation.
- Collaborate with researchers to deliver critical data assets for model development and evaluation.
This role involves working with complex, multi-modal data and requires expertise in distributed computing frameworks, cloud infrastructure, and performance optimization.
You will be responsible for designing and operating fault-tolerant data infrastructure, developing synthetic datasets, and implementing monitoring and alerting systems to ensure platform reliability and performance.
Key Responsibilities:- Design and build scalable data infrastructure to support distributed computing and data orchestration.
- Develop and maintain high-throughput systems for data ingestion, processing, and transformation.
- Develop synthetic datasets using state-of-the-art solutions.
- Collaborate with research teams to deliver critical data assets for model development and evaluation.
- Implement and maintain monitoring and alerting to support platform reliability and performance.
- Build systems for traceability, reproducibility, and robust quality control to ensure adherence to industry compliance standards.
- 5+ years of experience in data infrastructure, ideally supporting high-scale applications or research platforms.
- Fluent in distributed computing frameworks.
- Deeply familiar with cloud infrastructure, data storage architectures, and batch + streaming pipelines.
- Experience with specialized hardware (GPUs, TPUs) computing and GPU cluster.
- Strong knowledge of databases, storage systems, and how architecture choices impact performance at scale.
- Familiar with microservices architectures, containerization and orchestration, and both synchronous and asynchronous processing.
- Extensive experience with performance optimization and memory management in high-volume data systems.
- Proactive about documentation, automation, testing, and empowering your teammates with good tooling.
This role is fully remote, and compensation will vary based on background, skills, and experience levels.
We offer a dynamic work environment and opportunities for growth and professional development.
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