Intermediate programming skills in R or Python Experience with statistical modeling, machine learning techniques, and LLMs Intermediate SQL skills Advanced proficiency in Excel and/or Google Sheets Experience with at least one BI platform (Looker preferred) Experience or familiarity with version control tools such as Git Strong organizational skills Intermediate to advanced competency in statistics, probability, and linear algebra Strong communication skills Demonstrated critical thinking skills Interest or passion for marketing analytics or personal project portfolio Associate’s degree, bootcamp certification, or practical work experience in a quantitative field