Modifies and analyzes standardized data sets using analytics techniques such as machine learning, statistical analysis, mathematical optimization and simulation;
identifies modeling attributes and parameters;
applies algorithms to create descriptive, predictive or prescriptive models to achieve analysis and project deliverables
Investigates data characteristics, complexity, quality and meaning;
develops visualizations and summarizations to define performance and identify trends, outliers and drivers
Prepares data for analysis, e.g. cleansing, conditioning, transforming, modeling, identifying new feature variables and handling multi-variate data
Identifies best-fit data science methodology (statistics, machine learning, optimization, simulation) given the data and business applications
Performs standard procedures in evaluation and verification of correctness and performance of models and analysis
Supports determination of analysis requirements given business objectives
Supports determination of decision support needs, matches data to requirements and performance metrics to support analysis
Monitors production and deployment; prepares decision support visualizations and reports, algorithms, models, dashboards and/or tools
Analyzes process data, metrics, models and flows to identify root cause of problems
Participates with stakeholders to develop potential preventive or corrective actions and implementation
Conducts research, compiles and analyzes performance reports and process control statistics, to continuously improve process capability

Requirements

Bachelor of Science degree or higher from an accredited course of study in data science, machine learning, applied statistics, mathematics, computer science, engineering
2+ years of experience in data science or analytics
2+ years of experience in database management, programming, statistical modeling and/or machine learning (SQL, R, Python, JMP, Tableau, etc.)
2+ years of experience in performing statistical analysis

Benefits

health insurance
flexible spending accounts
health savings accounts
retirement savings plans
life and disability insurance programs
paid time off
unpaid time away from work

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools

machine learningstatistical analysismathematical optimizationsimulationdata cleansingdata conditioningdata transformationstatistical modelingdatabase managementdata visualization

Soft Skills

analytical thinkingproblem solvingstakeholder engagementcommunicationcollaborationattention to detailcritical thinkingdecision makingproject managementcontinuous improvement

Certifications

Bachelor of Science degreedata science certificationmachine learning certificationapplied statistics certificationmathematics certificationcomputer science certificationengineering degree