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Senior technical manager and algorithm developer focused on large-scale data science. I have a strong understanding of large, rich, real-world data sets and 10 years of experience with predictive analysis in the defense industry. I'm interested in exploring the ways big data and analytics engineering can solve the most challenging problems.Specialties: Large-scale data analysis, machine learning, algorithm development, digital signal processing, false-alarm reduction, decision theory, python, perl, R, and IDL. Kaggle Master with three top 10 finishes:1st Place, Marinexplore and Cornell University Whale Detection Challenge1st Place, Right Whale Redux8th Place, Heritage Health Prize
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Principal Data ScientistFlex Force Enterprises Dec 2017 - Feb 2024Portland, Oregon, Us -
Manager--Data Science And Analytic Engineering GroupAreté Associates Jul 2011 - Nov 2017Northridge, Ca, Us· Designed and supervised predictive model development, deployment, and performance validation on difficult, open-ended problems involving large data sets. · Led teams of up to 12 scientists on multi-million dollar projects. · Managed programs that delivered high-quality, actionable analysis products on short timelines with evolving requirements. · Built and developed relationships with customers by delivering effective, accessible solutions. · Hired, trained, mentored and supervised development of highly-skilled scientists.· Designed and advanced cutting-edge machine learning algorithms on a variety of real-world problems. -
Staff ScientistAreté Associates Dec 2008 - Dec 2010Northridge, Ca, UsEngineered threshold algorithms for remote sensing applications.Analyzed large data sets for false alarm reduction.
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Member Of The Research StaffAreté Associates Dec 2006 - Dec 2008Northridge, Ca, UsAdvanced algorithm development and refinement.Led team on Intelligence, Surveillance and Reconnaissance research grant involving unresolved target detection and tracking.
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Research AssociateAreté Associates Mar 2004 - Dec 2006Northridge, Ca, UsInvestigated statistical arbitrage on financial data sets.Developed noise reduction algorithms for satellite data.
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InstructorLinn-Benton Community College Sep 1999 - Dec 2003Albany, Oregon, UsMathematics Instructor -
InstructorOregon State University Sep 1999 - Dec 2001Corvallis, Or, UsMathematics Instructor.
Scott Dobson Skills
Scott Dobson Education Details
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Oregon State UniversityChemistry
Frequently Asked Questions about Scott Dobson
What is Scott Dobson's role at the current company?
Scott Dobson's current role is Principal Data Scientist at Flex Force Enterprises.
What is Scott Dobson's email address?
Scott Dobson's email address is sd****@****orce.us
What is Scott Dobson's direct phone number?
Scott Dobson's direct phone number is +181888*****
What schools did Scott Dobson attend?
Scott Dobson attended Oregon State University.
What skills is Scott Dobson known for?
Scott Dobson has skills like Machine Learning, Algorithms, Signal Processing, Python, R, Idl, Image Processing, Data Analysis, Physics, Scientific Computing, Perl, Mathematical Modeling.
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