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Hospital Analytics information

What is hospital analytics?

Hospital analytics refers to the process of collecting, analyzing, and interpreting data from various hospital operations to improve patient care, operational efficiency, and financial performance. It involves using data-driven tools and techniques to track metrics such as patient outcomes, resource utilization, and costs. By leveraging hospital analytics, healthcare organizations can identify trends, optimize workflows, and make informed decisions that enhance both patient and organizational outcomes.

How does a hospital analytics professional typically collaborate with clinical and administrative teams to drive data-informed decisions?

Hospital Analytics professionals work closely with both clinical staff (such as doctors and nurses) and administrative teams to gather, interpret, and present healthcare data. They translate complex data insights into actionable recommendations, supporting initiatives like patient care improvement, resource allocation, and cost reduction. Frequent collaboration involves attending interdisciplinary meetings, developing custom reports, and training stakeholders on data tools, ensuring that analytics are effectively integrated into decision-making processes. This cross-team interaction is vital for aligning data projects with hospital goals and driving tangible improvements.

What are the key skills and qualifications needed to thrive in hospital analytics, and why are they important?

To succeed in Hospital Analytics, you need strong analytical skills, statistical knowledge, and a background in healthcare data or a related field, often supported by a degree in health informatics, statistics, or data science. Familiarity with data analysis tools like SQL, Python, R, and healthcare information systems such as EHRs is typically required. Attention to detail, problem-solving abilities, and effective communication are vital soft skills for interpreting data and conveying insights to stakeholders. These skills ensure accurate analysis, informed decision-making, and improved hospital operations and patient outcomes.

What is the difference between Hospital Analytics vs Data Analyst in Healthcare?

AspectHospital AnalyticsData Analyst in Healthcare
Required CredentialsBachelor's in Healthcare Administration, Data Science, or related fields; often certifications in healthcare analyticsBachelor's in Statistics, Data Science, or related fields; certifications like CAP or Microsoft Certified Data Analyst
Work EnvironmentHospitals, healthcare systems, clinicsHospitals, healthcare organizations, research institutions
Employer & Industry UsagePrimarily healthcare providers focusing on operational and clinical dataVarious industries including healthcare, insurance, research

Hospital Analytics professionals focus on analyzing healthcare data to improve hospital operations, patient outcomes, and clinical processes. Data Analysts in Healthcare may work across multiple sectors, including hospitals, but their scope is broader, often involving diverse datasets and organizational types. While both roles require strong analytical skills and healthcare knowledge, Hospital Analytics roles are more specialized in clinical and operational healthcare data.

What do you do in hospital analytics?

Hospital analytics professionals analyze healthcare data to improve patient outcomes, optimize operational efficiency, and support decision-making. They use tools like electronic health records (EHR) systems and data analysis software, often requiring knowledge of healthcare regulations and data privacy standards.

What does a hospital analytics analyst do at a hospital?

A hospital analytics analyst collects, analyzes, and interprets healthcare data to improve patient outcomes, operational efficiency, and financial performance. They use tools like Excel, SQL, or specialized analytics software to generate reports and support decision-making by hospital management.

What are popular job titles related to Hospital Analytics jobs in Minnesota?

For Hospital Analytics jobs in Minnesota, the most frequently searched job titles are:

What job categories do people searching Hospital Analytics jobs in Minnesota look for?

The top searched job categories for Hospital Analytics jobs in Minnesota are:

What cities in Minnesota are hiring for Hospital Analytics jobs?

Cities in Minnesota with the most Hospital Analytics job openings:

Hospital Analytics jobs near you
Infographic showing various Hospital Analytics job openings in Minnesota as of August 2026, with employment types broken down into 1% Locum Tenens, 3% As Needed, 70% Full Time, 18% Part Time, 7% Contract, and 1% Nights. Highlights an 97% Physical, 1% Hybrid, and 2% Remote job distribution.

FP & Analysis & Ops Analytics Director

RAYUS Radiology

Saint Louis Park, MN • On-site

$124K - $195K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 8 days ago

RAYUS Radiology rating

7.7

Company rating: 7.7 out of 10

Based on 52 frontline employees who took The Breakroom Quiz

162nd of 895 rated healthcare providers

Job description

RAYUS now offers DailyPay! Work today, get paid today!
The pay range for this position is $124,300 - $195,000 annually based on direct and relevant experience.
RAYUS Radiology is looking for a Financial Planning & Analysis and Operations Analytics Director to join our team. We are challenging the status quo by shining light on radiology and making it a critical first step in diagnosis and proper treatment. Come join us and shine brighter together! As a Financial Planning & Analysis and Operations Analytics Director, you will be responsible for leading the buildout of the finance function's connected data layer, a single-source analytical foundation that integrates the general ledger, operational systems, Business Intelligence (BI) platform, and vendor files into consistent, executive-ready reporting. This role pairs deep FP&A skills with enterprise data integration and operations/commercial analytics, translating disparate sources into clear revenue and margin insight for leadership. The FP&A and Operations Analytics Director is a senior member of the Finance Analytics team and serves as a key partner in segment reporting and all operations or systems initiatives affecting finance workflows. This is a remote position with some travel required, working Monday through Friday during standard corporate hours.
ESSENTIAL DUTIES AND RESPONSIBILITIES:
(40%) Hospital Solutions Financial Reporting
  1. Own the Hospital Solutions (HSP) reporting package updates end-to-end, including the unit-by-unit forecast, actuals vs. budget variance, utilization tracking, and understand operational drivers of performance
  2. Maintain and update the HSP forecast with contract updates, new unit deployments, and utilization data ahead of the standing weekly review with the VP, Finance and HSP leadership
  3. Own a contract-level tracking framework capturing contract types, end dates, renewal probabilities, and historical volume by unit
  4. Partner with HSP operations and mobile fleet management on a proactive operational review cadence, flagging underutilized units and contracting gaps before they affect the forecast
  5. Establish repeatable modeling and reporting standards

(35%) Connected Data Layer & Operations Analytics
  1. Lead the design and buildout of the finance function's connected data layer, integrating GL data, operational systems (old and new ERP), self-service/BI platforms and vendor files into a governed single source of truth
  2. Drive master-data rationalization and standardization to reduce reconciliation burden and enable consistent reporting across segments and modalities
  3. Build revenue analytics that separate price, volume, and mix, translating them into clear drivers for leadership
  4. Develop pricing and commercial analytics supporting contract economics, unit redeployment decisions, and incremental-margin analysis
  5. Establish reusable templates and automation tools that reduce manual effort and improve auditability, with assumptions sourced and formulas reviewable

(20%) General Financial Planning & Analysis
  1. Support the annual budget and quarterly reforecast processes, consolidating bottom-up inputs into the corporate view
  2. Collaborate on employee resource planning (ERP), customer relationship management (CRM), and business intelligence (BI) system implementations and enhancements affecting finance workflows

(5%) Other Duties and Projects as Assigned
#LI-SO1
Required:
  1. High school diploma, or equivalent
  2. Bachelor's degree in finance, accounting, business, or a related field
  3. Ten (10) years' progressive experience in FP&A and finance operations
  4. Five (5) years' experience in leading, developing and/or mentoring financial data analysts
  5. Experience in building or integrating enterprise data across multiple source systems (i.e. ERP, CRM, BI) into a governed reporting foundation
  6. Experience in leading data rationalization and standardization initiatives
  7. Advanced Excel proficiency, including formulas and macros; strong experience with consolidation models and variance analysis
  8. Some travel is required between sites; a reliable means of transportation is required
  9. Valid driver's license and proof of current insurance is required for the team member to personally drive a vehicle for company business (regardless of whether it is a company or personal vehicle)

Preferred:
  1. Master's degree in business administration (MBA)
  2. Experience implanting ERM systems, Salesforce (or comparable CRM platforms) and Power BI (or equivalent business intelligence tools)
  3. Experience in healthcare services or a PE-backed multi-site operating environment
  4. Familiarity with radiology, diagnostic imaging, and/or mobile/hospital-services operations

RAYUS is committed to delivering clinical excellence in communities across the U.S., driven by our passion for and superior service to referring providers and patients. RAYUS Radiology is built on our brilliant medicine, brilliant team, brilliant technology and services - all to provide the highest level of patient care possible.
We bring brilliance to health and wellness. Join our team and shine the light on Radiology Services! RAYUS Radiology is an EO Employer/Vets/Disabled.
We offer benefits (based on eligibility) including medical, dental and vision insurance, 401k with company match, life and disability insurance, tuition reimbursement, adoption assistance, pet insurance, PTO and holiday pay and many more! Visit our career page to see them all www.rayusradiology.com/careers.
DailyPay implementation is contingent upon initial set-up period.

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