As an analyst on The 451 Group's Quantitative Services team, Elizabeth assists in the development and maintenance of the company's Market Monitor product line. The Market Monitor provides market-sizing, share and growth forecasts for emerging enterprise technology markets, including virtualization and cloud computing. Elizabeth also serves as an analyst in the company's Financial Strategies group, catering to institutional investors.

Elizabeth joined The 451 Group in May 2009 as a research intern and was promoted to a full-time Quantitative Analyst in January 2010. Prior to Joining to The 451 Group, she was an intern at Northwestern Mutual insurance company in San Francisco. Elizabeth holds a BS in Business with an emphasis in Finance from San Francisco State University.