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RESEARCH
SCIENTIST
Machine Learning, NLP, Classification, Probabilistic Inference,
IR, Data Mining
Computer-Aided Diagnosis (CAD) & Knowledge
Solutions Group
Siemens Medical Solutions, Malvern , PA
The Computer-Aided Diagnosis (CAD) & Knowledge
Solutions Group, Siemens Medical Solutions, USA, is building up a world-class
R&D team with researchers in machine learning, probabilistic inference,
natural language processing. We have
hired several scientists and are looking to continue to grow with multiple
immediate and ongoing open positions for Research Scientists (senior and
entry level).
We are looking for outstanding candidates with the
ability to solve challenging learning and data mining problems in the
medical domain (medical background not required) while continuing to
publish in leading journals and conferences. In this position, you will
conduct leading-edge research in reasoning from incomplete, structured,
semi-structured, and unstructured medical patient data, classification of
patients/diseases, as well as machine learning for automatic information extraction
from large amounts of numeric, imaging, text, and symbolic data, combine
imaging, clinical, and textual information, and other challenging problems.
Candidates must have significant research background in
probabilistic inference, machine learning and/or natural language
processing with publications in leading conferences / journals.
Note: You
must have a Ph.D., or be graduating soon with a Ph.D., in 2007.
Ideal candidates will have a Ph.D. in
CS/EE/Statistics/Applied Math or an engineering discipline with an
inter-disciplinary background in machine learning, NLP, probabilistic
reasoning, and/or statistics, with a proven record in research, innovative
thinking, real world problem solving, and fast prototyping.
Primary areas of interest include:
a)
All areas of probabilistic
inference, Bayesian methods, temporal reasoning & inference,
probabilistic graphical models (e.g., Bayes
Nets), decision-making under uncertainty, and statistical learning.
b)
Classification methods
from machine learning and statistics.
c)
NLP: information
extraction, question answering, information retrieval, reference
resolution, statistical parsing, multi-lingual processing etc.
d)
Additional areas of interest include text mining, feature
extraction, predictive modeling, and mining large databases.
Siemens Medical Solutions is located in Malvern
, PA. Malvern lies within the Main Line area of the Philadelphia
suburbs (with downtown Philly less than an hour's drive away).
We offer a competitive salary and benefits package that
reflects our leadership status.
For consideration, please apply
here (search for Requisition# 44344a). NOTE: Multiple open positions
link to this ID#. Please include a list of relevant publications; recent
Ph.D.’s or Ph.D. candidates should also include their thesis abstract.
Please address any questions to 
Siemens is an Equal Opportunity Employer.
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