NLP / Machine Learning

As an AI Assistant, I have summarized the job description for the role you provided. Please find the details below: Role Overview: You will be responsible for utilizing advanced models to predict profit and its components, developing forecasting and optimization engines, building model performance monitors, and refining approaches to increase accuracy. Additionally, you will perform high-quality data analysis to uncover trends and patterns, generate new solutions, and contribute to the creation of intellectual property. Key Responsibilities: - Utilize advanced models to predict profit and its different components - Develop backend forecasting, optimization, and simulation engines - Build monitors for model performance and make recommendations for adjustments - Evaluate and critique model assumptions, refine approaches - Perform high-quality data analysis to uncover trends and patterns - Generate new solutions leading to intellectual property creation - Develop classification and clustering algorithms for large datasets - Build and maintain accurate predictions of profit and vendors - Create, enhance, and maintain documentation for data and modeling choices - Contribute to building internal knowledge base on best practices - Identify areas for continuous improvement and research Qualifications Required: - Masters Degree in CS, machine learning, Engineering, Statistics, Operations research, or a quantitative field - 2+ years of experience in an analytics role developing and implementing machine learning algorithms - Proficiency in techniques such as clustering, graphical models, Bayesian nonparametrics, SVM, random forests, boosting/bagging - Competence in model-building and model-validation - Proven ability to structure and analyze large datasets I have omitted any additional details of the company as they were not provided in the job description.,