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Data wizard with strong statistics background and experience in machine learning, hypothesis testing, natural language processing, consulting, business plans, and healthcare. Enjoys translating business needs into quantitative models and engineering analytics solutions. Technology enthusiast who is very comfortable in customer-facing or team-oriented roles. Knowledge Domains: • Healthcare - quality, outcomes, claims, contracting and reimbursement • Healthcare data - claims, billing, contracting, reimbursement structures, medical management (ICD codes, DRGs, APCs, HCPCS, etc.) • Behavioral science - particularly measurement; also research design and analysis • Clinical psychology and mental healthKey skill areas: • Machine learning - classification, regression, clustering, NLP, latent variable modeling • Statistical inference - hypothesis testing, experiments, study design • Business translation - problem definition, interfacing with customers and subject matter experts • Data communication - including visualization in R, Shiny, Python • Databases - PostgreSQL, Teradata, MSAccess, NodeJS, Monetdb • Programming - Python, R, SQL, SAS, unix shell • Big Data - Challenges and opportunities for analytics and statistical inference; also familiar with Hadoop ecosystem
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Director Data ScienceEco-Energy LlcNashville, Tn, Us
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Data ScientistEco-Energy Llc. Oct 2018 - PresentFranklin, Tn, Us -
Data ScientistNashville Software School Oct 2017 - Jul 2018Nashville, Tennessee, UsTeaching Assistant and student for the first Data Science cohort. Ten-month program structured around real-world business problems, including data provided by:Metro Nashville Government (geospatial data)247Sports/CBS Interactive (user weblog data in AWS, analyzed with Spark)TN Department of EducationBig G Express (logistics/sensor data)NASA (graph analytics using Neo4j graph database)New Constructs (natural language processing)Completed end-to-end data science projects using Python, R, git, SQL and graph databases, Spark, and other tools. -
Health EconomistAnthem Jul 2015 - Mar 2018Indianapolis, Indiana, Us• Prototyped outlier detection using logistic regression and feature engineering after creating test cases to quantify value, empowering the identification of over $20 million in manually-validated savings opportunity alone • Quickly became self-taught expert in combining, validating, and leveraging large amounts of data from many complex source systems (claims, pricing, medical management, etc.) to improve modeling accuracy and create new analyses • Using SAS, SQL, and Excel, modeled very large ($100 million+), complex pricing simplifications (i.e., fee schedule consolidations for hospital systems), working with provider contracting team to ensure that key assumptions were tested and handled • Performed and explained ROI analysis for business, clinical initiatives • Created tools in SAS and Excel to generate complex SQL dynamically, streamline the creation of data analysis scripts • Created scripts to automate updates for reports, analytic tools -
Data ScientistKentuckiana Health Collaborative Apr 2014 - Jun 2015Facilitated multiple stakeholders to plan, problem-solve, and implement activities that strategically leveraged healthcare data to drive improvement of patient outcomes and healthcare value in the community.• Designed, implemented evolving provider performance analysis and reporting for hospitals, physicians, community using claims-based data from variety of sources• Guided stakeholder discussions for policy decisions using information from statistical analysis • Evaluated architectural and business needs for analytics infrastructure and study design to support a payment-reform, primary care practice transformation pilot study and outcomes assessment• Migrated reporting and analytics to AWS cloud and modern tools (PostgreSQL, Python, R), leading to improved reporting accuracy, increased analytics capacity, and a security model that could meet stringent compliance requirements for future projects (e.g., using raw claims data for analytics)• Evaluated vendor/data solutions for HIPAA compliance, cost structure feasibility, etc. • Developed relationships with business, healthcare, and local academic stakeholders for partnership and participation in KHC as subject matter experts, customers, collaborators, etc.
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Director, Operations And AnalyticsMonroe Associates, Inc. Nov 2012 - Mar 2014Part of a small consulting team creating business plans and analytics solutions, primarily in the healthcare sector. Responsible for all aspects of analytics and IT, including managing optimal personnel resource use with business partners based on technical skill. • Defined market indicators for a novel product, collected appropriate data, and integrated research into a financial model in support of a client business plan • Built, documented, and presented BI application prototype for large client’s analyst and leadership • Led committee of non-technical stakeholders and subject matter experts (clinicians, quality reporting and measurement experts) in policy design that was understandable, statistically sound and met business objectives • Co-wrote business plan for the creation of a state-wide Clinically Integrated Network • Served as customer-facing subject matter expert for statistics, measurement, and analytics for client projects
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ResearcherPurdue University Aug 2009 - Jul 2012West Lafayette, In, UsAs a graduate student researcher:♦ Designed, implemented, and interpreted complex data collection and process analysis projects♦ Applied advanced statistical techniques (e.g., structural equation modeling, hierarchical linear modeling, multiple regression, etc.) for complex model building, trend validation ♦ Designed data collection, structuring, extraction, and maintenance strategies ♦ Utilized variety of analytics software and related programming languages (e.g. SPSS, SAS, MPlus, Excel, etc.) ♦ Interviewed, selected, scheduled, trained, and managed team of research assistants ♦ Optimized research assistant workflow leading to superb data collection reliability benchmark scores ♦ Effectively communicated importance of research topics, methods, and findings across disciplines ♦ Contributed to numerous ongoing projects simultaneously -
ClinicianPurdue University Jan 2010 - May 2012West Lafayette, In, UsWith regular supervision from a licensed Clinical Psychologist:♦ Interviewed client/guardian to begin problem definition and design data collection process♦ Collected survey, observational, performance, and other data as needed for decision making♦ Identified ineffective behavioral processes and made evidence-based suggestions for improvement♦ Consulted with variety of stakeholders (clients, doctors, teachers, parents, other mental health professionals) to enhance implementation of developed action plan♦ Collected outcomes data regularly. Refined data collection or process improvement plans as necessary♦ Assigned diagnoses/code when supported adequately by evidence♦ Demonstrated competent use of, growth in skills for collaborative goal setting, motivation, effective communication, and conflict resolution. Incorporated weekly feedback to continuously build strength in these areas.♦ Condensed wealth of collected data into concise reports leading to specific, actionable recommendations ♦ Communicated advanced quantitative concepts, information to clients ♦ Adhered to HIPAA for protection, maintenance of confidential records
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Graduate Teaching AssistantPurdue University Aug 2009 - May 2012West Lafayette, In, Us♦ Led unskilled undergraduate students to conceptual, sometimes technical, understanding of advanced quantitative concepts♦ Lectured 15 - 300+ students, presenting effectively to wide range of abilities and knowledge♦ Responded quickly and amicably to student inquiries while adhering to specific classroom, university, and federal rules and regulations♦ Developed objective, thorough evaluation protocols for open-ended assignments♦ Collaborated with course instructor and any other assistants to identify goals and distribute responsibilities
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Intern - International Conference Marketing/LiaisonEdge Outreach Jun 2008 - Aug 2009Louisville, Ky, Us♦ Responsible for marketing strategy, implementation, data collection, identification of partnership opportunities, and registration management♦ Performed market research and data collection; utilized gathered information for targeted marketing initiatives♦ Implemented multi-tiered marketing plan♦ Identified relevant organizational influencers and decision makers; initiated contact between EDGE and potential partners/clients at tactical organizational levels♦ Managed client/partner informational database -
Student ResearcherDepauw University Aug 2007 - May 2009Greencastle, In, Us♦ Assisted with manuscript writing, data management, statistical analysis, and published literature research for multiple projects♦ Helped team design and construct data collection product♦ Performed advanced construct validation analysis of product; compared to predictions drawn from academic literature♦ Presented initial validation findings at the annual convention for the Association for Psychological Science♦ Took lead role in designing follow-up project for critical criterion validation of product♦ With teammate, implemented complicated experience-sampling project successfully; analyzed, reported, and interpreted results. Work was presented internationally.
Jarrod Johnson Skills
Jarrod Johnson Education Details
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Nashville Software SchoolData Science -
Purdue UniversityClinical Psychology
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Depauw UniversityPsychology
Frequently Asked Questions about Jarrod Johnson
What company does Jarrod Johnson work for?
Jarrod Johnson works for Eco-Energy Llc
What is Jarrod Johnson's role at the current company?
Jarrod Johnson's current role is Director Data Science.
What is Jarrod Johnson's email address?
Jarrod Johnson's email address is ja****@****ach.com
What schools did Jarrod Johnson attend?
Jarrod Johnson attended Nashville Software School, Purdue University, Depauw University.
What skills is Jarrod Johnson known for?
Jarrod Johnson has skills like Data Analysis, Statistics, Research, Spss, Data Modeling, Machine Learning, Healthcare, Psychology, Python, Science, Business Intelligence, R.
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