Jessica McNeace

Data Scientist & Statistician | Expertise in Tableau, SQL & Python | Transforming data into strategic decisions • Delivered real-time monitoring dashboards for USPTO

Role: Data Scientist at USPTO
Location: Washington, DC, US
LinkedIn followers: 500 followers

Information TechnologyView LinkedIn profile

About Jessica McNeace

As an experienced data professional, I\'ve leveraged advanced data science techniques and…

Experience

Data Scientist
USPTO
Mar 2024 — Present · US
Employed advanced analytical methods using Python, SQL, and Tableau to extract actionable insights from patent data, optimizing processes, and identifying potential risk factors in the agency’s overall efficiency. • Developed an agency-wide dashboard using a linear regression model to support data-driven retention strategies and workforce planning for 2025, leveraging 100k+ data points to analyze attrition trends among approximately the 1k new hires annually enabling 50+ key stakeholders to make informed decisions regarding retention. • Designed a suite of dashboards tailored to different organizational levels to visualize key performance indicators (KPIs) across the organization, leveraging tens of millions of data points to inform strategic decision-making by senior leadership regarding patent pendency, workforce statistics, overtime, and production metrics. • Conducted a time series analysis and calculated descriptive statistics using Python on a bi-annual performance award program for patent examiners, finding a 2% increase in overall productivity, a 5% higher award attainment amongst remote workers, and forecasting overall program efficacy and equitable distribution leading to program renewal for an additional year.

Contact information

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Current company

USPTO

Government Administration · 9.4K employees · Alexandria, Virginia, United States

For over 200 years, the basic role of the United States Patent and Trademark Office (USPTO) has remained the same: to promote the progress of science and the useful arts by securing for limited times to inventors the exclusive right to their respective discoveries (Article 1, Section 8 of the United States Constitution). Under this system of protection, American industry has flourished. New products have been invented, new uses for old ones discovered, and employment opportunities created for millions of Americans. The strength and vitality of the U.S. economy depends directly on effective mechanisms that protect new ideas and investments in innovation and creativity. The continued demand for patents and trademarks underscores the ingenuity of American inventors and entrepreneurs. The USPTO is at the cutting edge of the Nation’s technological progress and achievement. The USPTO is a federal agency in the Department of Commerce. The USPTO occupies several interconnected buildings in Alexandria, Virginia. The office employs more than 14,000 people -- including engineers, scientists, attorneys, analysts, computer specialists -- all dedicated to protecting U.S. intellectual property rights. At the USPTO, the talents of all our colleagues enrich our vibrant workplace, and we celebrate and value each one.

uspto.gov

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