Jacob Avenaim
Data Analytics Consultant I @ Allstate
About
I’m a data analyst and strategist with experience building scalable analytics solutions across compensation modeling, workforce dynamics, and organizational planning. At Mercer, I led end-to-end analytics on large-scale projects for Fortune 500 clients, working across the full data lifecycle: ingesting and cleaning raw data, engineering features, developing predictive models, and translating results into clear, actionable insights. My work helped organizations understand what drives compensation outcomes, talent movement, and workforce trends. I’ve developed regression and ordinal logistic models to analyze compensation step progression, built dashboards to monitor key metrics over time, and collaborated closely with stakeholders to guide data-informed decisions. I also mentored analysts and helped implement repeatable workflows that scaled across clients and industries. Skilled in Python, SQL, R, Databricks, Tableau, and GitHub. I bring a blend of technical depth, statistical thinking, and business-oriented communication—focused on solving complex problems with clarity and impact.
United States
Chicago
Management Consulting
Big Data, Data Migration, Statistical Modeling, Data Mining, Tableau, Data Modeling, Data Wrangling, Data Science, Microsoft Power Apps, Computer Science, Business Understanding, Business Alignment, Analytics, Analytic Problem Solving, Data Preparation, Spanish, German, Regression Analysis, R (Programming Language), Java
Experience

Senior Data Science Analyst
Chicago, Illinois, United States
• Led analytics for 30+ Fortune 500 clients using Databricks, R/Python, and large-scale datasets • Built reusable pipelines in Databricks with GitHub and modularized R functions to streamline delivery • Used SQL to ingest, clean, and join data for modeling and feature engineering in Python/R • Delivered insights to stakeholders via Tableau dashboards and tailored PowerPoint reports • Mentored junior analysts on code quality, modeling assumptions, and client-facing communication • Worked cross-functionally with stakeholders to ensure alignment of data insights with business priorities • Enabled clients to track year-over-year trends and develop strategy based on key workforce metrics

Data Science Analyst
Chicago, Illinois, United States
• Analyzed external labor and business data to identify key trends, risks, and growth opportunities • Cleaned and integrated large-scale datasets using R and Python to build clear market and workforce views • Visualized workforce flows and transitions to uncover patterns in hiring, promotions, and exits • Supported scenario modeling to forecast business outcomes under various strategic assumptions • Built Excel tools and Tableau dashboards to surface site-specific insights for decision-makers • Contributed to client-facing presentations by translating analytics into clear strategic narratives

Economic Data Analyst
Think Tank ‘Momentum Institut’
Vienna, Austria
• Identified, and oftentimes implemented, potential solutions for challenges related to Macro-Economic Austrian problems • Worked a part of a team to help Austria make informed decisions related to improving their performance and realizing their most important goals. • Worked with economic data in R and Python to synthesize clear takeaways from complex information to help make informed recommendations using qualitative and quantitative methods • Worked effectively with diverse teams to come up with the best solutions and move people and organizations to act

Data Scientist Intern
Eagle Point Consulting / Deep Tech Showcase
Jerusalem, Israel
• Worked in Jupyter Labs, using Python, to create a program that can systematically take any arbitrary number of files, regardless of file type and size, and then concatenate those files into a single file utilizing data wrangling and column matching • Worked collaboratively in a diverse team and created an inclusive environment with people at all levels of the organization • Drove an independent workstream in the context of a broader team project • Developed a comfort with an ambiguous, ever-changing situations • Communicated effectively, both verbally and in writing, with all audiences, including senior leaders, in a structured manner

Research Assistant
Marx Company
Champaign, Illinois, United States
• Structured an ambiguous problem and took actions to solve it • Extensive research to find schools exercising no-loan financial aid packages in the US (United States) • Initiated contact with school financial aid departments to compile data • Organized data into an excel spreadsheet for statistical analysis • Weekly communication with Professor regarding progress

Business Development Intern
Evanston, Illinois
• Initiated an average of 50 calls a day to pitch firm’s debt-relief services to prospective clients • Professionally explained how the formal financial investigation leads to an affordable payment plan in which debts can be settled and answered questions by phone and email • Collected information from clients via telephone interviews and assembled necessary documentation • Created Excel spreadsheets to analyze monthly income and expenses to determine disposable income and performed comparative analysis of client’s income data with federal standards • Utilized Logics daily to correspond with senior tax professionals and schedule meetings to discuss my findings • Revamped company website using both Wix and Java

Business Development Intern
Greater Chicago Area
• Identified five potential empty lots in the Chicago area for potential development • Used PowerPoint to create 3D detail-oriented presentations for each property consisting of overhead pictures of property, listing all nearby properties, both aerial and local views for use • Presented data to executives for potential investments • Compared and contrasted data for various projects and analyzed for inconsistencies • Analyzed licensing and insurance certificates
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