Qualifications
You will: Lead investigations into the effectiveness and limitations of current LLM evaluation techniques. Design and implement innovative evaluation benchmarks for large language models, focusing on instruction adherence, factual accuracy, robustness, and fairness. Build and maintain strong relationships with clients and cross-functional teams to drive collaborative projects. Work alongside internal teams and external partners to refine evaluation metrics and develop standardized protocols. Create scalable and reproducible evaluation pipelines utilizing modern machine learning frameworks. Publish findings in prestigious AI conferences and contribute to open-source benchmarking efforts. Mentor and lead research scientists and engineers, providing technical guidance across various projects. Engage actively with the ML research community to stay updated on emerging developments and contribute to the advancement of LLM evaluation science. Excel in a dynamic, fast-paced startup environment and commit to achieving impactful results.
About the job
At Scale AI, we are the premier partner for data and evaluation in the rapidly evolving field of artificial intelligence. Our commitment to advancing the assessment and benchmarking of large language models (LLMs) positions us at the forefront of AI innovation. We are dedicated to creating leading-edge LLM evaluation methodologies that set new benchmarks for model performance.
Our research teams collaborate with the top AI laboratories in the industry to provide high-quality data, accelerate progress in generative AI research, and inform what excellence looks like in this domain. As a Staff Machine Learning Research Scientist on our LLM Evals team, you will spearhead the creation of novel evaluation methodologies, metrics, and benchmarks to assess the strengths and weaknesses of cutting-edge LLMs. Your work will shape our internal strategies and influence the broader AI research community, making this role essential for establishing best practices in data-driven AI development.
About Scale AI
Scale AI is recognized as a leader in providing data and evaluation solutions for next-generation AI technologies. Our mission is to enhance the evaluation and benchmarking of large language models, ensuring fairness, scalability, and rigor in assessment methodologies.
