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Ivy Rehab Network · 2 weeks ago

Statistician

Philadelphia, PA

Full-time

Hybrid

Mid Level

3+ years exp

Ivy Rehab Network is committed to providing world-class care in various therapy services. The Data Scientist / Statistician will leverage data to deliver insights that inform business decisions and improve patient care outcomes.

ConsultingFitnessHealth CareTherapeuticsWellness

H1B Sponsor Likely

Responsibilities

Work with Ivy’s data late database technologies to develop data models/schemas and statistical analytical toolsets to perform advanced and predictive analysis on raw organizational data from multiple sources, that provide insights into why something occurred and the likelihood of future events

Collaborate with internal and external stakeholders to gather data and project requirements

Perform queries against Ivy’s Snowflake Data Lake to acquire and join the required data, forming data models, to answer the ‘business’ question

Perform hypothesis testing

Apply advanced statistical and predictive analytical methods and machine learning models to uncover actionable insights

Perform model diagnostics (e.g. VIFs, correlation coefficients, reasons for missingness etc)

Prepare written analysis and summarize results using graphical representations and professional formatting

Capture, document, and communicate best practices with reporting analyst colleagues

Develop strong knowledge of how and why the data is collected in each of the various source systems

Provide analytical support interpreting data and trends

Work closely with internal and external stakeholders to support strategic and long-term projects

Interest in upskilling and learning new tools, such as use cases for generative AI, and cutting-edge analytical techniques

This is not an exhaustive list; other relevant duties and responsibilities may be assigned at the needs and discretion of the business

Qualification

Statistical analysisMachine learningData modelingPythonSQLPower BIData visualizationData cleaningCommunication skillsProblem-solvingTime management

Required

Master's Degree, data science, statistics, biostatistics, mathematics, public health, health informatics, healthcare administration, finance, business, economics, or related field

3+ years' experience working with large databases, joining together different data sources to perform advanced analytics to deliver operational insights data verification, and data management experience preferred

Demonstrated proficiency in extracting and manipulating data from various sources to then develop data models to then be used for analysis

Build machine learning pipelines to with decision-making and streamline critical business metrics

Demonstrated proficiency in performing advanced and predictive analytics and statistical modeling, trend analysis using Python, R, SPSS, and other advanced analytics software/platforms

Demonstrated experience applying data science principles and statistical methods to solve complex business problems

Demonstrated experience with performing model diagnostics (e.g. VIFs, correlation coefficients, reasons for missingness, etc) and hypothesis testing

Demonstrated experience in performing queries against data lakes to capture and join required data for analysis

Demonstrated experience with machine learning for the building of algorithms to fit patterns in big data sets

Demonstrated proficiency in using Excel skills to run advanced analysis, queries of large data sets, and data visualization

Demonstrated experience in deploying machine learning models into production environments and integrating them seamlessly into Power BI dashboards

Demonstrated experience completing a project start to finish (idea, data pull, data cleaning, data feature engineering, analysis, presenting and reporting)

Proficiency in SQL/querying languages

Experience in automating data processing tasks (scripting, including Python, PySpark, R, Excel, SQL)

Preferred

Experience in designing, updating, and maintaining rich graphic visualizations with the modular design of reports, worksheets, and views in PowerBI

Experience with healthcare data

Experience in using Snowflake and Snowpark

Benefits

Eligibility for full benefits package beginning within your first month of employment.

Generous PTO (Paid Time Off) plans and paid holidays.

Company

Ivy Rehab Network

Ivy is a rapidly growing network of best-in-class outpatient physical, occupational, speech and ABA therapy clinics throughout the United States.

Founded in 2003

Harrison, New York, USA

5001-10000 employees

http://www.ivyrehab.com/

H1B Sponsorship

Ivy Rehab Network has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2022 (1)

2021 (1)