Applied AI Researcher (LLMs, Agents & Machine Learning)

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Beschreibung

COMPANY OVERVIEW We are representing a research and technology organization focused on developing advanced analytical solutions that combine data science, machine learning, and artificial intelligence. JOB RESPONSIBILITIES · Analyze structured and unstructured data to identify patterns, trends, and statistically significant insights that support research and business objectives. · Develop and apply predictive models, including regression, classification, time-series forecasting, and other statistical or mathematical modeling techniques. · Conduct exploratory data analysis (EDA), feature engineering, data quality assessment, and model validation using appropriate evaluation frameworks. · Design and execute statistical experiments, including hypothesis testing, significance testing, and power analysis. · Research, design, and develop AI agents powered by Large Language Models (LLMs) to automate and orchestrate analytical workflows. · Integrate AI agents with databases, predictive models, and data pipelines to enable autonomous querying, reasoning, and interpretation of results. · Evaluate agent performance across task completion, reasoning quality, tool utilization, hallucination rates, and failure handling. · Build scalable data processing, machine learning, and visualization solutions using Python and related technologies. · Query, manipulate, and analyze data from relational databases using SQL. · Contribute to reproducible data pipelines, experiment tracking, code reviews,

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