Remote AI Researcher - Infrastructure
Leonardo.Ai
πRemote - United Kingdom
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Job highlights
Summary
Join the Revolution at Leonardo.Ai! At Leonardo.Ai, you will play a crucial role in building reusable tools to support our R&D initiatives. You will use your engineering knowledge and best practices to facilitate model architecture, data curation, training and data acquisition projects.
Requirements
- Proficiency in writing and optimising high-performance code. Especially in Python
- Experience with AWS services, particularly S3 and using Terraform
- Experience with database management (SQL and NoSQL)
- Knowledge of managing headless servers and automation in Bash
- Familiarity with integrating APIs from various providers
- Highly adaptable and comfortable working in a team that requires rapid iteration
- Able to pick up new information quickly and eager to learn when faced with something unfamiliar
Responsibilities
- Design and implement reusable modules and tools for AI research projects
- Create and optimise high-performance code, ensuring efficient execution for R&D tasks
- Collaborate with DevOps to integrate AWS services into research tooling using reusable modules
- Implement and maintain automated systems for data collection from websites and online platforms
- Maximise throughput in the ETL (Extract, Transform, Load) pipeline, optimising I/O bandwidth across threads and implementing efficient storage mechanisms
- Manage network configurations, including proxies, SSH, NAT management, and VPNs, to ensure smooth data acquisition processes
- Optimise existing code and workflows to improve performance and efficiency
- Collaborate with teams to ensure best practices in handling large datasets and efficient data processing
- Work with geographically dispersed AI Research teams to support ongoing research projects
- Identify opportunities to create and implement reusable tooling for AI research
- Work independently, managing deadlines and delivering high-quality solutions
Preferred Qualifications
- Strong understanding of DevOps practices and integrating cloud services
- Proficient in managing network configurations and ensuring efficient data collection processes
Benefits
- Paid parental leave
- Generous home office and wellness budget
- Remote working from abroad
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