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Professional Research Assistant

Requisition Number:

33779

Location:

Boulder, Colorado

Employment Type:

Research Faculty

Schedule:

Full-Time

Date Posted:

05-Oct-2021

Job Summary

The Professional Research Experience Program (PREP) encourages applications for a Professional Research Assistant! This position will apply machine learning methods to classical statistics procedures.

NIST statisticians recently devised an innovative regression slope estimator based on an artificial neural network (ANN). This ANN estimator outperforms the standard least-squares (LS) estimator in the difficult limited-data/high-noise regime, yielding in this regime 20% or more reduction in standard error with nearly zero bias. Equivalently, for a given target standard error, this ANN estimator performs as well as the LS estimator, but with as much as 30% fewer measurements.

This project will extend this ANN-based method of estimation into different domains to better understand its potential. These domains will include joint estimation of intercept and slope in linear regression and in logistic regression and will consider both uniformly and non-uniformly spaced regression design points. Different ANN architectures will be explored to test the sensitivity of ANN estimation to architecture choice. And architectures will be sought for which the ANN slope estimator’s bias is identically zero by construction.

This project’s results will be presented orally and in written report(s).

The University of Colorado Boulder is committed to building a culturally diverse community of faculty, staff, and students dedicated to contributing to an inclusive campus environment. We are an Equal Opportunity employer, including veterans and individuals with disabilities.

Who We Are

PREP is a special partnership between the National Institute of Standards and Technology (NIST) and CU Boulder. PREP provides research opportunities to CU undergraduate and graduate students, as well as researchers with a Bachelor's, Master's, or PhD in NIST labs to gain research experience alongside NIST scientists.

The particular group that needs a researcher is the Applied and Computational Statistics Group under the Statistical Engineering Division at NIST.

What Your Key Responsibilities Will Be

Conduct, analyze, and present the results of experiments. 

What We Can Offer

The salary range is $59,500.00 - $63,600.00 annually.

Benefits

The University of Colorado offers excellent benefits, including medical, dental, retirement, paid time off, tuition benefit and ECO Pass. The University of Colorado Boulder is one of the largest employers in Boulder County and offers an inspiring higher education environment. Learn more about the University of Colorado Boulder.

Be Statements

Be effective. Be visionary. Be Boulder.

What We Require

  • Master’s degree in mathematical statistics or related field.
  • Experience with Monte Carlo experimentation and R coding. Training with ANNs and the software for their construction will be provided within the project.

Special Instructions

To apply, please submit the following materials:
  1. Resume/CV
  2. Cover Letter 
  3. Optional: Transcripts/Proof of Degree
    • If you are selected as the finalist, your degree will be verified by the CU Boulder Campus Human Resources department using an approved online vendor. However, if your degree was obtained outside of the United States, please submit a translated version (if applicable) as an optional attachment.
During the application process you will need to enter contact information for one reference and we will request a letter of recommendation from them immediately following your application. 
 
Review of applications will begin immediately and will continue until the position is filled.
 
Note: Application materials will not be accepted via email.  For consideration, applications must be submitted through CU Boulder Jobs.

Posting Contact Information

Posting Contact Name: Lisa Valencia

Posting Contact Email: recruitprep@colorado.edu