Lecturer, Advanced Predictive Modeling Applications (On Campus - Fall 2025)
Job Description
Columbia University School of Professional Studies seeks candidates for the role of adjunct Lecturer for the Fall 2025 semester to teach the graduate-level course, Advanced Predictive Modeling Applications in the school’s highly ranked Master of Science degree program in Actuarial Science. Scholar-practitioners with relevant academic and industry experience are invited to apply.
Advanced Predictive Modeling Applications discusses Bayesian methods for estimating linear models. We discuss three methods for estimating the Bayesian posterior: grid approximation, quadratic approximation, and Markov Chain Monte Carlo (MCMC) methods. Bayesian methods are used to estimate linear regression models and generalized linear models. We also use Bayesian methods to estimate multilevel models, also known as linear mixed models. We also estimate linear mixed models using non-Bayesian methods. We learn how to build, estimate, and evaluate these models and how to select the best one.
This class covers most of the material of Exam MAS II of the Casualty Actuarial Society. This is a core class of the Actuarial Science program.
Serving as an adjunct Lecturer provides an outstanding opportunity to educate and mentor students aspiring to a career in Actuarial Science related fields as well as to form a rewarding professional relationship with Columbia University’s world-class faculty. Candidates should have a demonstrated understanding of academic and
applied trends that are driving best practice in the field.
Responsibilities
The Lecturer role is outlined in more detail here.
Class Days and Times
Mondays and Wednesdays; 2:40pm to 3:55pm EST
Qualifications
Columbia University SPS operates under a scholar-practitioner faculty model, which enables students to learn from faculty that have outstanding academic training as well as a record of accomplishment as practitioners in an applied industry setting.
** Requirements**
Master’s degree in actuarial science, mathematics, statistics or in related
discipline. Doctoral degree preferred.
Demonstrated experience in area of professional practice.
** Preferred Qualifications**
Additional Information
Salary : $14,183 per semester-length course teaching.
Review of applications begins immediately and will continue until positions are
filled.
All applicants, please provide:
Must reside and be eligible to work in the United States.
_ Columbia University is an Equal Opportunity/Affirmative Action employer._