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Allscripts about 2 years ago
location: remoteus
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Title: Senior Data Scientist

Location: United States

Remote – US

Welcome to Allscripts! Our Mission is to be the most trusted provider of innovative solutions that empower all stakeholders across the healthcare continuum to deliver world-class outcomes. Our Vision is a Connected Community of Health that spans continents and borders. With the largest community of clients in healthcare, Allscripts is able to deliver an integrated platform of clinical, financial, connectivity and information solutions to facilitate enhanced collaboration and exchange of critical patient information.

Job Summary

Responsible for normalizing data, structuring data for predictive analytics, building framework in Azure to facilitate analytics, machine learning, data extraction from structured and unstructured data utilizing NLP, predictive model development for embedment into Allscripts Products Training budget Talent acquisition

Essential Functions

  • Business Requirements
    Works with stakeholders to identify business requirements and expected outcomes
    Models and frames business scenarios that impact critical business processes/decisions
  • Data Requirements
    Identifies relevant and available data including internal and external data sources
    Collaborates with SMEs to select relevant sources of information
    Works with teams to support data collection, integration and retention requirements incorporating business knowledge and best practices
  • Analysis
    Solves client analytic problems and communicates results and methodologies
    Works in iterative processes with the client and validates findings
    Develops experimental design approaches to validate findings and test hypotheses
    Validates analysis by comparing appropriate samples
  • Qualification and Assurance
    Assesses expected qualification and assurance of information
    Defines validity of the information and how long the information is meaningful
  • Access Management and Control
    Works to ensure information is used in compliance with regulatory and security policies
  • Performance
    Provides on-going tracking and monitoring of performance decision systems and statistical models
  • Support
    Troubleshoots and implements enhancements as needed

Job Requirements

  • Bachelor’s Degree in Computer Science, Mathematics, Statistics or related field (Preferred)
  • Masters in mathematics, statistics or computer science or related field (Required)
  • 4-7 years relevant work experience (Preferred)
  • Experience using machine learning algorithms (Required)
  • Up to 10% travel may be required

Knowledge, Skills and Abilities

  • Solid knowledge of statistical techniques
  • Strong programming skills (such as Python, Spark and SQL)
  • Strong skills and experience with Big Data, Cloud-based computing, neural networks
  • Strong proficiency in statistical analysis, quantitative analysis, and predictive analytics
  • High proficiency in use of statistical packages
  • In depth industry/business knowledge