Jobs
From: Zupon, Jennifer
Date: Wed, 29 May 2002 09:22:53 -0700
Subject: Andrews, AFB, Maryland: Data Mining Engineer at KEI Pearson
EDUCATION, SKILLS AND KNOWLEDGE:
- Bachelors Degree in Computer Science (or other mathematical
discipline with extensive software development experience).
- Masters Degree or Ph.D. preferred. Experience a substitute for
advanced degree.
- Applicants selected will be subject to a government security
investigation and must meet eligibility requirements for access to
classified information.
DUTIES AND RESPONSIBILITIES:
- This individual contributor position will perform critical tasks in
the development and design of custom applications. Specifically, the ideal
candidate will have experience working with and designing advanced data
structures and algorithms. Experience with Radial Basis Functions,
predictive modeling, development of customized rule induction algorithms and
matrix transformations are a significant plus.
- This candidate should have a track record of successfully exploiting
large, dirty, real-world data sets
- The successful candidate will manipulate and analyze Government data
sets in support of all stages of fraud, abuse, and criminal investigations
and in support of counterintelligence data analysis
- This candidate will be responsible for searching available data sets
from Government and commercial entities and selecting and obtaining data
sources that will improve the yielding of Data Mining tools
- Further responsibilities will be to analyze all obtained data sets
to detect data quality defects, utilize available tools to minimize such
defects, when necessary use scripting tools to perform custom data cleansing
and transformations and perform interactive data analysis using the
available tool suite including preparation of summary charts and graphs
- The successful candidate will have development experience or
model-based expertise with two or more Data Mining techniques such as Neural
Nets, Rule Discovery or Decision Trees
- Also required is experience using or building data cleansing tools
and appreciation of data quality issues
- Knowledge of C/C++ in UNIX, Perl and Java and experience developing
client applications for MS Windows 95/98, Windows NT with Visual C++ or J++,
SQL, VB and Delphi.
- Working knowledge of Excel or Lotus spreadsheets with formula and
macro development is required
- Database development utilizing Access, skills in Perl or Awk
scripting or other comparable data manipulating scripting languages,
knowledge of one or more OLAP analysis tools such as business objects Brio,
RDBMS application development for Sybase/Oracle/Informix and experience
using one or more COTS Data Mining tools such as Clemintine, WizWhy and SGI
Mineset is required
- Experience with Data cleansing tools such as Tillim and SSA and
experience with desktop publishing software using MS Office software
including Powerpoint, Excel, Publisher and access using Windows 95/98/NT,
but that will migrate to Windows 98/NT
- This individual contributor position will perform as a key member
working in a Top Secret environment working with Top Secret Data developing
a Top Secret application for homeland security.
Send your resume to
Jennifer Zupon at jzupon@ncslink.com
or via the career page of our
website: http://www.ncspearson.com/careers .
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