Data Analyst -Center For Applied Brain and Cognitive Sciences
Company: Tufts University
Location: Medford
Posted on: March 10, 2023
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Job Description:
Overview
The mission of the Center for Applied Brain and Cognitive sciences
(CABCS) is to bring together a unique interdisciplinary community
of scientists and engineers to advance the state of the art in
applied brain and cognitive sciences. The center provides an
innovative environment for conducting collaborative applied
research focusing on measuring, predicting, and enhancing cognitive
capabilities and human system interactions for individuals and
teams working in naturalistic high-stakes environments. This
position is a limited term role, renewable annually, based on
performance and budget availability
What You'll Do
The Data Analyst collects and cleans data and performs data
analysis. Applies statistical and machine learning methods to
describe, summarize, and interpret data, and communicates results
to inform decision making. Prepares statistical summaries and
reports to interpret data, communicate results and inform
decision-making Essential Functions:
* Assists Principal Investigators, Managers and/or research team in
determining sources to collect appropriate data and ensure
maintenance, accuracy and integrity of data
* Organizes data from a range of sources and conducts data cleaning
in preparation for analysis* Performs data processing and analysis
using statistical and machine learning approaches
* Prepares reports and summaries to interpret data, communicate
results and inform decision-making
* May initiate new reporting and analytical tools to improve
results and decision-making
* Assists in analysis and implementation of current processes and
makes recommendations for improvement
* Contributes to the conceptual development of
qualitative/quantitative research questions and evaluation plans*
May oversee user training
What We're Looking For
Basic Requirements
* Master's degree in related field, or Bachelor's degree with
several years related experience
* Experience with data processing, analysis, and visualization
software
* Ability to manage databases, construct data files, conduct and
supervise data entry, and perform data edits/cleaning
* Experience in data quality control
* Ability to work both independently and collaboratively with
team
* Strong writing skills and ability to prepare clear
documentation
* Strong analytical skills
* Related software such as Python, MATLAB, Microsoft Excel, SQL,
Tableau, SAS, and/or R
Preferred requirements
* Expertise in applying machine learning packages to process and
interpret complex, multivariate and time-series data.
* Expertise in applying multivariate statistical models, including
generalized estimating equations (GEE), linear mixed effects models
(LMM), and LASSO regression.
Salary Range
Minimum $51,400.00, Midpoint $64,250.00, Maximum $77,100.00
Salary is based on related experience, expertise, and internal
equity; generally, new hires can expect pay between the minimum and
midpoint of the range.
Keywords: Tufts University, Medford , Data Analyst -Center For Applied Brain and Cognitive Sciences, Professions , Medford, Massachusetts
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