Bryan Seegmiller

Bryan Seegmiller

Donald P. Jacobs Scholar

Kellogg School of Management


I’m currently a Donald P. Jacobs Scholar in the finance department at the Kellogg School of Management at Northwestern University. I received my PhD from the MIT Sloan School of Management in May 2022.


  • Labor and Finance
  • Technological Innovation
  • Asset pricing


  • PhD in Financial Economics, 2022

    Massachusetts Institute of Technology

  • MS in Management Research, 2020

    Massachusetts Institute of Technology

  • BS in Economics and Mathematics (magna cum laude), 2016

    Brigham Young University

Working Papers

New Frontiers: The Origins and Content of New Work, 1940-2018

We address three core questions about the hypothesized role of newly emerging job categories (`new work') in counterbalancing the erosive effect of task-displacing automation on labor demand—what is the substantive content of new work; where does it come from; and what effect does it have on labor demand? To address these questions, we construct a novel database spanning eight decades of new job titles linked both to US Census microdata and to patent-based measures of occupations' exposure to labor-augmenting and labor-automating innovations. We find, first, that the majority of current employment is in new job specialties introduced after 1940, but the locus of new work creation has shifted—from middle-paid production and clerical occupations over 1940–1980, to high-paid professional and, secondarily, low-paid services since 1980. Second, new work emerges in response to technological innovations that complement the outputs of occupations and demand shocks that raise occupational demand; conversely, innovations that automate tasks or reduce occupational demand slow new work emergence. Third, although flows of augmentation and automation innovations are positively correlated across occupations, the former boosts occupational labor demand while the latter depresses it. Harnessing shocks to the flow of augmentation and automation innovations spurred by breakthrough innovations two decades earlier, we establish that the effects of augmentation and automation innovations on new work emergence and occupational labor demand are causal. Finally, our results suggest that the demand-eroding effects of automation innovations have intensified in the last four decades while the demand-increasing effects of augmentation innovations have not.


15.450: Analytics of Finance (MIT Sloan MFin)

TA: Spring 2019

15.457: Advanced Analytics of Finance (MIT Sloan MFin)

TA: Spring 2019

Fin 485: Pre-PhD Finance Seminar (BYU Undergrad)

TA: Fall 2015

Econ 381: Intermediate Microeconomics (BYU Undergrad)

TA: Spring 2014