In the heart of World War II, amidst the clatter of typewriters and the hum of calculating machines, a revolution was brewing. A technological marvel was taking shape within the walls of the Moore School of Electrical Engineering at the University of Pennsylvania – the Electronic Numerical Integrator and Computer (ENIAC). While the world marveled at the colossal machine, a group of six extraordinary women quietly shaped its destiny, their contributions weaving the very fabric of the digital age.
Meet the Pioneers
Their names—Kathleen McNulty Mauchly Antonelli, Jean Jennings Bartik, Betty Snyder Holberton, Marlyn Wescoff Meltzer, Frances Bilas Spence, and Ruth Lichterman Teitelbaum—may not be etched in the public consciousness like those of their male counterparts. Still, their stories are ones of brilliance, perseverance, and groundbreaking innovation.
A Generation Forged in Calculation
These women, hailing from diverse backgrounds, shared a common thread – a passion for mathematics and a thirst for knowledge. They came of age in an era when women were often steered away from scientific pursuits. Yet, they defied expectations, excelling in their studies and carving paths into the burgeoning field of computing.
The War and the Call to Duty
The need for rapid and accurate calculations became critical as the war raged across the globe. The trajectory of artillery shells, the design of weapons, and the development of the atomic bomb all hinged on the ability to perform complex mathematical computations.
The Moore School, a hub of wartime research, was tasked with developing a machine that could accelerate these calculations. The result was ENIAC, a behemoth of vacuum tubes and wires capable of performing calculations at speeds previously unimaginable.
From “Computers” to Programmers
Initially hired as “computers,” these women were responsible for performing ballistics calculations by hand, a tedious and time-consuming process. However, their mathematical acumen and logical thinking soon caught the attention of the ENIAC project leaders, who recognized their potential to program the machine.

Programming the Unprogrammable
Programming ENIAC was a daunting task. There were no manuals, programming languages, or graphical interfaces. The women had to grapple with the machine’s intricate architecture, using diagrams and logical reasoning to figure out how to set the switches, connect the cables, and configure the machine to perform the desired calculations.
Kathleen McNulty, later Kathleen Antonelli, recalled the challenge, “We had to learn everything from scratch. We had to understand the machine’s logic, its limitations, and its potential.”
A Symphony of Logic and Ingenuity
The women of ENIAC approached the task with logic, ingenuity, and sheer determination. They developed innovative programming techniques, including subroutines and nested loops, which are still used in modern programming languages.
Betty Holberton, known for her exceptional problem-solving skills, devised a method for debugging programs using a technique called “breakpoint,” a revolutionary concept at the time.
The Birth of Software
Their work transcended the hardware, giving birth to the concept of software. They realized that the instructions they created for ENIAC could be stored and reused, paving the way for the development of programming languages and the software industry we know today.
Beyond the War: Shaping the Future
ENIAC’s impact extended far beyond the war effort. It was used for weather prediction, atomic energy research, and even the design of the first hydrogen bomb. Through their programming expertise, the women of ENIAC played a crucial role in these groundbreaking applications.
Overcoming Invisibility and Gaining Recognition
Despite their groundbreaking work, the women of ENIAC were largely overlooked for decades. Their contributions were overshadowed by the male engineers who designed the hardware, and their names were rarely mentioned in the official accounts of ENIAC’s development.
Jean Bartik reflected on their invisibility, saying, “We were the invisible women who made the machine work.”
However, in recent years, there has been a growing movement to recognize and celebrate the achievements of these pioneering women. Their stories have been documented in books, films, and documentaries, and they have been inducted into prestigious halls of fame.

The ENIAC Programmers Project
One notable effort to preserve their legacy is the ENIAC Programmers Project, an initiative dedicated to documenting the lives and work of the women who programmed ENIAC. The project has collected oral histories, photographs, and artifacts, ensuring their stories are not forgotten.
Inspiring the Next Generation
The story of the women of ENIAC inspires women in STEM fields and beyond. It reminds us that women have always been at the forefront of technological innovation, even when their contributions were not recognized. Their legacy continues to inspire young women to pursue careers in computing and to break down the barriers that still exist in these fields.
Conclusion
The women of ENIAC were true pioneers; their contributions to computing were nothing short of revolutionary. They programmed the unprogrammable, challenged societal norms, and paved the way for the digital age. Their story is a testament to the power of intellect, perseverance, and the unwavering spirit of innovation. As we celebrate their achievements, we are reminded that the history of computing is not just a story of machines but also a story of the remarkable women who brought those machines to life.
References and Further Reading
- Fritz, W. B. (1996). The women of ENIAC. IEEE Annals of the History of Computing, 18(3), 13-28.
- Light, J. S. (1999). When computers were women. Technology and Culture, 40(3), 455-483.
- McNulty Mauchly Antonelli, K. (1980). The ENIAC women: A historical and personal memoir. In A history of computing in the twentieth century (pp. 431-441). Academic Press.
- “The ENIAC Programmers Project.” http://eniacprogrammers.org/
- “Top Secret Rosies: The Female ‘Computers’ of WWII” https://www.youtube.com/watch?v=aPweFhhXFvY (Documentary film)
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