Quick overview
SeniorityMid Senior
Work modeRemote
LocationTX, United States
SQLScalaLinearTableauD3.jsC++HIPAAHiveJavaPigPythonMachine LearningPower BIMatplotlib
Job description
ESSENTIAL DUTIES:
- Great storyteller
- Data mining or extracting usable data from valuable data sources
- Using machine learning tools to select features, create and optimize classifiers
- Carrying out preprocessing of structured and unstructured data
- Enhancing data collection procedures to include all relevant information for developing analytic systems
- Processing, cleansing, and validating the integrity of data to be used for analysis
- Analyzing large amounts of information to find patterns and solutions
- Developing prediction systems and machine learning algorithms
- Presenting results in a clear manner
- Propose solutions and strategies to tackle business challenges
- Collaborate with Business and IT teams
- Builds actionable data visualizations that identify areas of opportunity and help drive excellence at scale
- Excellent interpersonal skills and ability to work with several stakeholders across multiple organizations
- Be curious, creative, opinionated thinker with a talent for detecting patterns and elevating through strategy
- Ability to facilitate conversations with business owners and stakeholders to understand the problem, rapidly iterate proposed solutions, and clearly present new findings and solutions
- Embrace and drive a culture of data-driven, continuous improvement and help identify, analyze, and implement improvement opportunities
- Maintains a high degree of confidentiality at all times due to access to sensitive information
- Maintains regular, predictable, consistent attendance and is flexible to meet the needs of the department
- Follows all Medicare, Medicaid, HIPAA, and private insurance regulations and requirements
- Results-oriented individual with a demonstrated commitment to do what it takes to get the job done
- Abides by all regulations, policies, procedures and standards
DESIRED OUTCOMES:
- Successfully mining, interpreting, and cleaning data to uncover hidden opportunities for realizing the data's full potential
- Developing and optimizing machine learning classifiers and prediction systems
- Enhancing data collection procedures and ensuring the integrity of data used for analysis
- Collaborating with business and IT teams to propose solutions and strategies to tackle business challenges
- Facilitating conversations with business owners and stakeholders to understand problems and present new findings and solutions
- Demonstrating a commitment to getting the job done and achieving results
POSITION REQUIREMENTS & COMPETENCIES:
- Bachelor's Degree in Information Systems or related field and 5+ years of data and analytics experience or equivalent combination of education and experience
- Programming skills in statistical languages such as R, Python, and database query languages such as SQL, Hive, Pig; familiarity with Scala, Java, or C++ is a plus
- Strong applied statistical skills including statistical tests, distributions, regression, and maximum likelihood estimators
- Knowledge of machine learning methods such as k-Nearest Neighbors, Naive Bayes, SVM, and Decision Forests
- Strong math skills including multivariable calculus and linear algebra
- Data wrangling proficiency
- Experience with data visualization tools such as matplotlib, ggplot, d3.js, Power BI, or Tableau
- Excellent communication skills
- Strong software engineering background
- Hands-on experience with data science tools
- Strong problem-solving ability
- Analytical mindset and strong business sense
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