Statistical Data Analyst
Há 7 dias
INOD) is a leading data engineering company.With more than 2,000 customers and operations in 13 cities around the world, we are an AI technology solutions provider of choice for 4 out of 5 of the world's biggest technology companies, as well as leading companies across financial services, insurance, technology, law, and medicine.By combining advanced machine learning and artificial intelligence (ML/AI) technologies, a global workforce of subject matter experts, and a high-security infrastructure, we're helping usher in the promise of AI.Innodata offers a powerful combination of both digital data solutions and easy-to-use, high-quality platforms.Our global workforce includes over 5,000 employees in the United States, Canada, United Kingdom, the Philippines, India, Sri Lanka, Israel and Germany.At Innodata, we're working with the world's largest technology companies on the next generation of generative AI and large language models (LLMs).We are seeking a highly skilled Data Scientist with a Master's or PhD in Statistics, Applied Mathematics, or a related quantitative field to join our cutting-edge AI team.In this role, you will contribute to the development, training, and fine-tuning of Large Language Models (LLMs) by applying statistical methods, data analysis, and model evaluation techniques.Your expertise will directly impact the accuracy, performance, and robustness of advanced AI systems deployed for real-world applications.Design and implement statistical frameworks for the preparation, analysis, and quality assessment of large-scale datasets used in training LLMs.Perform exploratory data analysis (EDA) to detect biases, data inconsistencies, and anomalies in training corpora.Collaborate closely with AI researchers and engineers to develop data annotation guidelines and evaluation protocols.Apply advanced statistical methods to assess model outputs and guide iterative training improvements.Develop and maintain automated tools for data preprocessing, labeling, sampling, and quality control in LLM pipelines.Conduct rigorous hypothesis testing, A/B testing, and performance benchmarking of LLMs across various tasks.Master's or PhD in Statistics, Applied Mathematics, Data Science, Computer Science (with strong statistics focus), or related quantitative field.Hands-on experience with large-scale datasets, data cleaning, feature engineering, and statistical analysis tools.Proficiency in programming languages such as Python, R, or Julia, including libraries like pandas, NumPy, SciPy, scikit-learn, or statsmodels.Familiarity with machine learning frameworks (TensorFlow, PyTorch) and understanding of LLM architectures (transformers, attention mechanisms).Experience with annotation tools and data labeling processes is a plus.Excellent written and verbal communication skills in English.As part of the project, you are required to complete the English language assessment.*
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