
Expert Statistician For Large Language Models
Há 2 dias
We're seeking an expert in statistical methodologies to contribute to the development of large language models.
With over 5000 employees across the globe, we're at the forefront of AI technology solutions.
Our clients include some of the world's largest tech companies.As a Data Scientist with a Master's or PhD in Statistics or related quantitative field, you'll work on applying statistical methods to prepare, analyze, and quality assess large-scale datasets used in training LLMs.Your expertise will have a significant impact on the accuracy, performance, and robustness of AI systems deployed for real-world applications.Key Responsibilities:Design frameworks for data preparation, analysis, and quality assessment.Perform exploratory data analysis to detect biases, inconsistencies, and anomalies in training corpora.Collaborate with researchers and engineers to develop data annotation guidelines and evaluation protocols.Apply advanced statistical methods to assess model outputs and guide iterative improvements.Develop automated tools for data preprocessing, labeling, sampling, and quality control.Conduct hypothesis testing, A/B testing, and performance benchmarking of LLMs.Requirements:Master's or PhD in Statistics, Applied Mathematics, Data Science, or related quantitative field.Strong knowledge of statistical modeling, probability theory, and experimental design.Proficiency in Python, R, or Julia, including libraries like pandas, NumPy, SciPy, scikit-learn, or statsmodels.Familiarity with machine learning frameworks and understanding of LLM architectures.This is a highly skilled position that requires strong analytical thinking, attention to detail, and problem-solving skills.
Excellent written and verbal communication skills are also essential.
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