On behalf of Ambrose Alward and MIG, Inc., the makers of the IMPLAN software 
system.

John Leatherman



Regional Economist / Analyst 

The Job 

MIG, Inc. is recruiting a Mid-level Regional Economist/Analyst to build spatial 
interaction models of inter-regional trade using information from MIG’s Social 
Accounting (SAM) data warehouse of regional and national economic accounts. The 
successful candidate will be primarily responsible for implementing and 
enhancing MIG’s Trade Modeling System (TMS), a module of the IMPLAN system. TMS 
is a collection of individual trade models for specific commodities and factors 
of production. These models depict the trade behavior of commodities and 
factors of production within the context of I-O and CGE modeling frameworks. 
The work involves using various econometric and data transformation methods to 
design, revise, and implement theoretically sound models of regional trade 
flows to add to the TMS collection. The work also involves extracting and 
manipulating the data necessary to build TMS models, drawing data from MIG’s 
SAM data warehouse using complex “Extraction-Transforma!
 tion-Load” (ETL) work processes in a database environment. 

Duties 

Plans, schedules, and builds TMS trade models using generally accepted and 
sometimes fairly complex economic or statistical techniques. 

Using conventional ETL methods, obtains data from MIG’s SAM data warehouse and 
other sources for constructing TMS models. 

Using conventional ETL methods, obtains new data pertinent to building TMS 
models from extant sources and loads the data into MIG’s SAM data warehouse. 

Evaluates all TMS-related data and makes adjustments to ensure reliability and 
comparability. 

Evaluates all TMS component trade models and makes enhancements and revisions 
to ensure reliability and comparability. 

Assists the MIG team in developing new methods and products. 

Knowledge and Skills 

PhD in Economics or Applied Economics preferred, Masters with experience will 
also be considered. 

Applied knowledge and experience in modeling the spatial interactions that 
constitute regional economic trade. 

Applied knowledge and experience with regional social accounting systems, 
regional economic modeling techniques (including input-output analysis, 
computable general equilibrium modeling) and econometric analysis of regional 
economic behaviors. 

Demonstrated experience in ETL tools and methods applied to large databases of 
economic information. 

Demonstrated experience with a wide array of analysis systems and tools such as 
SQL and GIS database modeling, MATLAB, GAMS, and programming languages like 
Python. 

Quantitative skills and experience in using statistical software packages such 
as SPSS or SAS useful. Knowledge and experience with economic analysis programs 
such as IMPLAN or REMI are desirable. 

Interested candidates should send a cover letter, resume to Ambrose Alward at 
[email protected] or to MIG Inc., PO Box 837. Hudson, WI 54016. The position will 
remain open until filled. MIG is a AA/EEO company. Please see www.IMPLAN.com 
for more information about MIG Inc. 





...Ambrose Alward 

Minnesota IMPLAN Group, Inc. 
502 2 nd st, suite 204 

Hudson WI 54016 
Phone 651-439-4421 Fax 651-472-5703 
www.implan.com ; [email protected] 

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