
Large Scale Data Specialist
2 days ago
We're seeking an experienced Data Engineer to join our team and play a key role in accelerating experiments, developing new datasets, and improving infrastructure efficiency.
This is an exciting opportunity for a skilled professional with deep expertise in large-scale data processing to work directly with researchers and contribute to the development of next-generation AI solutions.
Main Responsibilities:
- Data Infrastructure Design and Development: Design, build, and operate scalable, fault-tolerant data infrastructure to support distributed computing and data orchestration for LLM Research.
- Data Ingestion and Processing: Develop and maintain high-throughput systems for data ingestion, processing, and transformation to support LLM model development.
- Synthetic Datasets: Develop synthetic datasets using state-of-the-art solutions.
- Collaboration and Delivery: Collaborate with research teams to deliver critical data assets for model development and evaluation.
- Platform Reliability and Performance: Implement and maintain monitoring and alerting to support platform reliability and performance.
- Quality Control: Build systems for traceability, reproducibility, and robust quality control to ensure adherence to industry compliance standards.
Requirements:
- Experience: 5+ years of experience in data infrastructure, ideally supporting high-scale applications or research platforms.
- Distributed Computing Frameworks: Fluent in distributed computing frameworks.
- Cloud Infrastructure: Deeply familiar with cloud infrastructure, data storage architectures, and batch + streaming pipelines.
- Specialized Hardware: Experience with specialized hardware (GPUs, TPUs) computing and GPU cluster.
- Database Knowledge: Strong knowledge of databases, storage systems, and how architecture choices impact performance at scale.
- Microservices Architectures: Familiar with microservices architectures, containerization and orchestration, and both synchronous and asynchronous processing.
- Performance Optimization: Extensive experience with performance optimization and memory management in high-volume data systems.
- Documentation and Automation: Proactive about documentation, automation, testing, and empowering your teammates with good tooling.
This role is fully remote, India-based. Compensation and benefits will vary based on background, skills, and experience levels.
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