About the Role
The intern will work on creating, refining, and analyzing datasets used for benchmarking artificial intelligence models, contributing to research that supports more accurate and robust AI evaluation.
Responsibilities
- Design and implement evaluation frameworks for AI models
- Develop high-quality datasets tailored to specific AI tasks
- Collaborate with researchers to identify data requirements for benchmarking
- Assess dataset quality, bias, and representativeness
- Optimize data pipelines for efficient dataset generation
- Contribute to documentation for datasets and benchmarks
- Evaluate model performance using standardized test sets
- Identify limitations in existing benchmarks
- Propose improvements to current evaluation methodologies
- Work with engineering teams to integrate benchmarks into testing workflows
- Analyze results from model evaluations to inform future iterations
- Ensure datasets comply with ethical and privacy standards
- Support version control and reproducibility of datasets
- Participate in peer reviews of dataset design and usage
- Stay current with advancements in AI evaluation techniques
Nice to Have
- Prior research or engineering experience in AI evaluation
- Contributions to open-source AI or dataset projects
- Experience with large-scale dataset management
- Publication record in machine learning or AI-related venues
- Familiarity with reproducibility challenges in AI research
Compensation
Competitive hourly rate or stipend based on experience and location
Work Arrangement
Hybrid or remote options available; some team meetings may require time zone alignment
Team
Collaborative research and engineering team focused on AI evaluation and dataset development
Application Process
- Interested candidates should submit a resume, cover letter, and a sample of prior work involving data or AI projects
- Shortlisted applicants will be asked to complete a technical assessment related to dataset design or model evaluation
Internship Duration
- This is a summer internship typically lasting 10 to 12 weeks
- Start date is flexible within a June to July window
No visa sponsorship available for this internship position
