Collaborative Filtering Algorithm Recommendation System Jobs in Usa

One of the nation’s largest and most respected providers of hospital and healthcare services, Universal Health Services, Inc. (UHS) has built an impressive record of achievement and performance. Growing steadily since its inception into an esteemed Fortune 500® corporation, annual revenues during 2025 were $17.4 billion. In 2026, UHS was again recognized as one of Fortune World’s Most Admired Companies™ and in 2025, was listed in Forbes ranking of America’s Largest Public Companies.

Headquartered in King of Prussia, PA, UHS has approximately 101,500 employees and continues to grow through its subsidiaries. Operating acute care hospitals, behavioral health facilities, outpatient facilities and ambulatory care access points, an insurance offering, a physician network and various related services located in 40 U.S. states, Washington, D.C., Puerto Rico and the United Kingdom. For additional information visit

The Corporate Information Services Department is seeking a dynamic and talented Application Architect – Radiology/Cardiology.

This Application Architect is responsible for supporting the implementation of UHS Radiology & Cardiology Information Systems and related applications across 26+ acute care hospitals. The role includes addressing maintenance issues, enhancement requests, modifying applications, providing technical support, and coordinating tasks to meet deadlines. Key responsibilities involve overseeing system conversions and implementations. The incumbent will collaborate with IS, clinical operations, facility resources, and vendors to deploy, maintain, and support radiology and cardiology applications. Responsibilities also include ensuring the integrity and reliability of all radiology and cardiology systems, developing plans, maintaining documentation, updating stakeholders, and assisting IT teams with product/tool selection. Additionally, the role includes serving as a technical consultant, leading special projects and strategic initiatives to optimize technology use in imaging, thus enhancing efficiency and achieving institutional goals. The position also requires the development and design of data collection and retrieval methods for clinical, technical, and managerial purposes. The role involves the design, testing, training, and maintenance of clinical imaging systems within a fully integrated computerized order entry system for Image Acquisition, Delivery, Integration, Presentation, Reporting, and Retention.

Key Responsibilities include:

System Implementation:

• Regularly meets with users, vendors, stakeholders, consultant and IS staff to develop/modify system specifications.
• Designs solutions for applications and prepares the appropriate documentation.
• Supervises development of test data, system testing and documentation for all phases of the application development life cycle.
• Works closely with IS Security to implement appropriate cybersecurity safeguards and measures.
• Performs Q/A on application functionality.
• Researches and resolves implementation-related Customer Support Center Tickets.
• Adheres to appropriate UHS Project Management standards.
• Ensures strict adherence to work plans, reporting all serious deviations to management.
• Oversees the training of users in operating procedures for application.
• Provide regular updates to project management regarding Radiology/Cardiology System conversions and implementations ensuring all tasks, milestones and deadlines are met.
• Recommends and implements controls and procedures to protect UHS assets from intentional or inadvertent modification, disclosure, or destruction.
• Leads integration with all Radiology/Cardiology third party systems.

System Maintenance/Support:

• Researches and resolves Customer Support Center Tickets including major application upgrades.
• Works closely with operations IS managers to ensure complete capture RIS/CVIS validation and exceptions handling.
• Works closely with the senior management of radiology/cardiology operations in the development of systems operating standards, policies, and procedures.
• Manages ongoing vendor relationships for relevant systems.
• Adheres to UHS Service Level and Change Management Policies.
• Will provide on-call support as scheduled.
• Maintain vendor technical and end user support documentation
• Establishes and maintains regular communications with user community.
• Performs routine system maintenance including but not limited to Security, Printers and Print routing, Profile settings and Nurse Stations.

Administration and Oversight:

• Effectively trains Analysts in the performance of their duties as required.
• Provides technical support and guidance to other team members as required.
• Maintains Service Excellence principles.
• Prepares and promptly submits all routine and special reports.
• Interviews applicants for vacant positions as needed using appropriate interview techniques.
• Contributes to performance evaluation of junior staff members as needed.
• Keeps management well informed of activities, needs, and problems through regular status updates and trip reports.
• Performs other tasks as required by management.

Continuing Education:

• Keeps up to date on relevant Radiology / Cardiology System Version Changes, Bug-Fixes, and release notes.
• Keeps abreast on relevant Regulatory Requirements that impact the Radiology Information Systems such as -TJC, FDA, MQSA, ACR and various State Regulations.
• Actively participates in increasing education of the Radiology Information Systems functionality through Webinars, User Group meetings, Vendor Classes, etc.

Position Requirements:

• Bachelor’s degree required.
• Five years of experience in a clinical or healthcare environment supporting Cardiology and Radiology Information Systems. Proven track record in implementing and maintaining Radiology/Cardiology Information Systems; experience with Cerner RadNet, Cerner Cardiovascular Imaging Management and Cerner ECG Management, is preferred. Experience with PACS or Enterprise Imaging systems is also highly desirable.
• Comprehensive working knowledge of Radiology / Cardiology information systems such as, Cerner RadNet, Cerner ECG Management, Cerner Cardiovascular Imaging Management applications and systems in a centralized environment.
• Knowledge of clinical workflows from a technologist, radiologist, or resident perspective. Knowledge of medical and imaging industry standards such as HL7 and DICOM standards.
• Experience with HIPAA and other relevant data privacy regulations
• Extensive knowledge of computer systems analysis and programming techniques and procedures, including consulting with Rad Techs, Radiologist, Cardiologist and local IS to determine hardware, software, or system functional specifications; design, development, documentation, analysis, creation, testing, debugging, or modification of applications or programs based on and related to design specifications
• Functional knowledge of Information Systems standards and Imaging quality methods and metrics as indicated by the American College of Radiology accreditation standards.
• Experience in generating reports on system performance, usage, and other key metrics.
• Experience with enterprise-level incident management processes.
• Functional knowledge of project management methods.
• Comprehensive understanding of user business practices, concepts, and terminology sufficient to support the applications.
• Functional Knowledge with regulatory requirements that impact Radiology & Cardiology systems such as, TJC, FDA, MQSA, ACR and various state regulations.
• Excellent written and verbal communication skills.

License or Registration Requirements: Preferred certification in any of the following areas: Certified Imaging & Informatics Professional (CIIP), Certified PACS System Analyst (CPSA), Certified PACS Associate (CPAS), Certified Radiology Administrator (CRA), Registered Diagnostic Imaging Technologist R.T. (R)(ARRT)

Travel Requirements: 25-35% domestic US travel (depending on projects and Go Lives).

This opportunity provides the following:

• Challenging and rewarding work environment
• Growth and development opportunities within UHS and its subsidiaries
• Competitive Compensation
• Excellent Medical, Dental, Vision and Prescription Drug Plan
• 401k plan with company match
• Generous Paid Time Off

Job Title: Sr Business Systems Analyst

Duration of project: 6 months

Description:

As a Sr. Business Systems Analyst, you will be the 'Data Detective' for our Data Sharing Governance team. You will bridge the gap between our legal contracts (Conga) and our technical execution (ServiceNow). A critical part of this role involves reconstructing project provenance following a system upgrade and maturing our tracking within Collibra to ensure every piece of data shared with external partners (HIEs, Research, etc.) is fully governed, authorized, and documented.

This individual will be responsible for assisting in the roll out of organizational programs and team platforms and discovery work to make informed decisions. The associate in this role will develop processes and workflows and work closely with business stakeholders to move forward with our next phase of Data Sharing Governance maturity.

KEY RESPONSIBILITIES:

Data Reconciliation & Forensic Mapping: Lead the effort to reconcile contract (Conga) to implementation (ServiceNow) by cross-referencing Conga contract metadata, ServiceNow interface extracts, and stakeholder interviews to reconstruct project provenance.

Audit Readiness: Create a "traceability matrix" that links a signed contract ID to a ServiceNow Project ID and a specific technical interface endpoint.

Defines new business processes/functions to support emerging capabilities

Maps and enhances existing business processes/functions and recommends changes required to fit a tightly integrated system

Designs and implements projects requiring systems integration, small teams and multiple technical platforms

Assist in maturing governance process around data sharing platform (Collibra)

Collaborates on driving improvement activities to achieve department and organizational goals

Coordinates with functional team to assure consistency and optimization of overall work product

Maintains current knowledge of industry and business process trends and is able to apply that knowledge to existing business processes

Skills:

Ability to analyze and define complex processes and sub-processes

Demonstrated ability to perform investigative data reconciliation to establish and document data and project provenance across multiple enterprise platforms

Have clear understanding of your assigned functional area and the data being managed, and its implications downstream to other systems, processes, and applications

Knowledge of the business rules for their functional areas

Active listening skills to understand business needs and influence business team to take decision that have business-wide impact

Excellent oral, verbal and written communication skills and ability to build strong relationships with peers & leadership

Strong meeting facilitation skills as well as presentation skills.

Communicate effectively with diverse people at various organization levels with right level of detail and cultural sensitivity

Highly desired software experience:

Logic & Querying: SQL, BigQuery; will need to pull reports from BigQuery to find the "orphaned" data from your ServiceNow upgrade.

Interoperability Standards: Basic understanding of healthcare data exchange (HL7, FHIR, or EDI) to accurately map "Data Elements" mentioned in a contract to actual fields in an API or interface.

Data Governance Frameworks: Familiarity with the concept of Data Provenance—knowing not just where data is, but its origin and the authority by which it is being shared.

ServiceNow, Conga

Qualifications and Experience:

Required: Associate's degree and 4 years of applicable cumulative job specific experience

Preferred: Bachelor’s degree, preferably in Computer Science, Information Technology, Mathematics or other related major and 2 years of applicable cumulative job specific experience

Experience working in a healthcare environment preferred

Experience working in Data Governance preferred

General knowledge of hospital operations, contracting, data sharing (HIEs, registries, etc) the interrelationship of systems, and how technology enables business processes

ANF is seeking a Business Systems Support & Training Specialist. This role is responsible for supporting, troubleshooting, and maintaining business applications, with a strong focus on CMiC (ANF's ERP), ensuring seamless operation for both enterprise users and field teams. In addition to day-to-day support, this role plays a critical role in training, onboarding, and capability development across the organization.

Why Join Us?

We are a growing Company serving the South Florida Market for over 40 years. We are dynamic, innovative and focused on delivering our clients successful and on-time projects looking for dedicated individuals seeking opportunities to become a vital part of a team that truly values all construction project management has to offer. At ANF Group, we are committed to building exceptional projects and fostering a work environment where innovation, collaboration, and professionalism thrive.

Company Benefits:

• Comprehensive health, dental, and vision insurance
• 401(k) retirement plan with company match
• Paid time off and holidays
• Opportunities for professional development and growth

Responsibilities include:

Business Systems & CMiC Support

• Provide hands-on support for CMiC users across enterprise and field teams.
• Incident management to include ticket creation, triage and diagnosis, escalation and communication if needed, and testing and user-acceptance.
• Manage user accounts, security settings, and system access for CMiC and other business systems.
• Assist with CMiC configurations, module updates, and troubleshooting.
• Ensure data integrity and accuracy within CMiC for reporting and operations.
• Serve as the primary point of contact for CMiC-related issues and escalate when needed.
• Help field teams troubleshoot CMiC mobile and on-site system access issues.
• Support business units in leveraging CMiC for project tracking, cost management, and reporting.
• Assist in testing, updating, and rolling out new CMiC features or system upgrades.
• Work closely with IT, finance, and operations teams to support business system needs.
• Coordinate with CMiC support and vendors to troubleshoot and resolve system issues.
• Major incident management and companywide communication.

Training, Onboarding, and Learning Enablement

• Own and support training and onboarding for both new and existing employees related to CMiC and other core business systems.
• Design, build, and maintain a clear, structured training curriculum, including role-based learning paths.
• Deliver live training sessions, workshops, and onboarding sessions for new hires and existing employees.
• Partner with business leaders, IT, and Build U stakeholders to align training content with operational needs and organizational priorities.
• Create and maintain user guides, training materials, knowledge bases, standard operating procedures, and troubleshooting FAQs to support self-service learning.
• Identify skill gaps and recommend training improvements to continuously raise system proficiency and effectiveness.
• Support change management efforts by preparing users for system updates, new functionality, and process improvements.
• Measure training effectiveness and continuously refine content to improve outcomes and adoption.

Qualifications

Education:

• Bachelor’s degree in Information Systems, Business, or a related field.

Experience:

• 2-4 years of experience in business systems support, IT support, or technical training.
• Demonstrated experience delivering end-user training, facilitating workshops, and supporting onboarding for new and existing employees.
• Experience designing, developing, and maintaining structured training curricula, learning paths, and documented learning modules.
• Experience creating and managing content within a Learning Management System (LMS) or similar training platforms (e.g., course creation, updates, tracking completion).
• Ability to translate complex technical concepts into clear, user-friendly training materials for diverse audiences.
• Experience developing user guides, job aids, knowledge bases, and self-service learning resources.
• Hands-on experience with CMiC highly preferred.
• Experience troubleshooting ERP systems, business applications, and integrations.
• Strong problem-solving skills, attention to detail, and a continuous improvement mindset.
• Excellent written and verbal communication skills, with confidence presenting and training cross-functional groups.
• Proficiency in Microsoft applications (Excel, Word, Outlook; Power BI is a plus).

The Business Systems Support & Training Specialist plays a critical role in both system reliability and organizational capability building. This role goes beyond technical support by helping standardize training, elevate system usage, and reinforce ANF’s commitment to continuous learning through the Build U initiative. The position provides an opportunity to develop deep expertise in CMiC system administration, training design, and business process improvement while directly impacting adoption, efficiency, and employee development across the organization.

Company provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to Race, Religious Creed, Color, National Origin, Ancestry, Physical or Mental Disability, Medical Condition, Genetic Information, Marital Status, Sex, Gender, Gender Identity, Gender Expression, Sexual Orientation, Military or Veteran status.

**Company conducts post-offer, pre-employment drug screening, background check, and Motor Vehicle Report.

Working within assigned areas, performs on-going Planned Maintenance (PM)and Corrective Maintenance (CM) of high-level diagnostic and therapeutic imaging equipment used throughout the healthcare facility.  Assists in the planning and installation of diagnostic and therapeutic imaging equipment.

ESSENTIAL FUNCTIONS

Knows, understands, incorporates and demonstrates the mission, vision and core values of Trinity Health and the Ministry Organization in leadership behaviors, practices and decisions.

Meets target objectives and standards for timeliness and quality of Planned Maintenance (PM) schedules and repairs of general and specialized clinical equipment. 

Responsible for maintenance, repair and servicing of specialized equipment in one or more of the following areas:  CT, MRI, PAC’s, nuclear medicine, ultrasound, angiography, and radiation therapy as assigned by Clinical Engineering (CE) Manager.

Orders parts and supplies, within established departmental guidelines, that are required for the emergency service and repair  of all radiological and general medical equipment. Recommend radiology related test equipment and spare equipment parts to the CE Manager.

Responsible for coordinating repairs with vendors and users when needed, this includes follow up paperwork and verification that issues are resolved.

Attends training session on imaging equipment maintenance and technology in order to keep up-to-date on technological and medical equipment advances.  Conducts in-service training sessions to radiology clinical/professional staff on proper use and safety of advanced radiology equipment.  Also, provides assistance and training to Biomedical Equipment Techs I, IIand  Senior Biomed as assigned.

Provides on-call service coverage after normal business hours on a rotating basis, as assigned.

Maintains high level of customer satisfaction as demonstrated by customer satisfaction surveys.

Participates in teamwork by:   Keeping others informed.  Initiating group decision-making. Working to accomplish team objectives and projects.  Seeking feedback about one’s effectiveness as a team member.

Assumes minor extra duties, including work normally assigned to Biomedical Equipment Technicians.

May be assigned duties as Lead Biomedical Equipment Technician or other duties as assigned or required.

Maintains a working knowledge of applicable Federal, State and local laws/regulations; the Trinity Health Integrity and Compliance Program and Code of Conduct; as well as other policies and procedures in order to ensure adherence in a manner that reflects honest, ethical and professional behavior.

MINIMUM QUALIFICATIONS:  

Minimum of Associates of Applied Sciences Degree in related field of medical electronics, electronic technology, imaging service technology or equivalent related military training and experience.  Certified Radiology Equipment Service (CRES) preferred but not required.

Five or more years of equivalent experience performing corrective and planned maintenance on nuclear medicine, diagnostic x-ray, therapeutic x-ray, ultrasound, or radiation therapy equipment, including but not limited to, R/F, Vascular/Specials, CT SIM, Mammography Units, PACS, Nuclear Cameras, Cath Lab, CT, etc.  Related experience operating complex testing equipment, including but not limited to high Voltage Bleeder or Dynalyzer, Densitometer, Non-Invasive KVp meter, etc.

Must possess specialized training by manufacturer or third party equipment repair in such areas as CT, MRI, nuclear medicine, diagnostic x-ray, therapeutic x-ray, ultrasound, or radiation therapy equipment.

Must possess working knowledge of radiation physics, medical terminology, medical instrumentation, anatomy, physiology, imaging service techniques, 21 CFR (Code of Federal Regulations).

Must possess broad knowledge and understanding of OSHA, NFPA, The Joint Commission, EOC, FDA and other specific regulations and standards pertaining to clinical and radiology equipment service and repair.

Maintain up-to-date understanding of The Joint Commission and NFPA standards as well as state and federal regulations.

Ability to analyze and interpret complex information related to malfunctioning imagining equipment as described by clinical staff, then determines equipment operational condition.  Follow complex written instructions, perform tasks and document actions taken to restore service.

Must be comfortable operating in a collaborative, shared leadership environment.

Must possess a personal presence that is characterized by a sense of honesty, integrity, and caring with  ability to inspire and motivate others to promote the philosophy, mission, vision, goals, and values of Trinity Health, Ministry Organization, and Clinical Engineering .

Strong communication and inter-personal skills are required  to interact positively with all levels of hospital personnel and vendors to achieve positive outcomes, including but not limited to physicists, physicians, administration, etc.

PHYSICAL AND MENTAL REQUIREMENTS AND WORKING CONDITIONS

Must be physically able to balance, bend, climb, crawl, crouch, kneel, reach, sit, squat, stand, twist, and walk.

Ability to mentally concentrate while being subject to interruptions and changing work priorities.

Must be able to work and follow OSHA guidelines while in a hazardous environment(s) such as electrocution potentials, mechanical energies, bloodborne/airborne pathogens, dust and inclement weather, marked changes in temperature and/or humidity, radiation, fumes/vapors, sharp instruments/tools, hazardous liquids, and operating devices

Must be able to hear speech, distinguish sounds, and speak.

Must have near vision, far vision, depth perception, and be able to distinguish colors.

Must have sensory ability to distinguish hot, cold, range of temperature, surfaces, fine motor skills, manual dexterity, and detect/distinguish odors.

Must be able to carry or lift up to 50 pounds routinely (50% of the time) and on occasion (5% of the time) up to 100 pounds.

Must be able to push or pull over 100 pounds frequently (20% of the time).

Maintains safe working environment for self, other associates, patients, visitors, and medical staff in accordance with applicable standards and procedures relevant to  job duties.

Must be able to travel to the various Trinity Health, Ministry Organizations, subsidiaries, and/or training facilities

Compensation:

Pay Range: $47.23-70.84 per hour

Actual compensation will fall within the range but may vary based on factors such as experience, qualifications, education, location, licensure, certification requirements, and comparisons to colleagues in similar roles.

Trinity Health Benefits Summary

Our Commitment

Rooted in our Mission and Core Values, we honor the dignity of every person and recognize the unique perspectives, experiences, and talents each colleague brings. By finding common ground and embracing our differences, we grow stronger together and deliver more compassionate, person-centered care. We are an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, or any other status protected by federal, state, or local law.

POSITION SUMMARY/RESPONSIBILITIES

Provides primary health care and performs selective medical services under the direction of clinic physicians. Responsible for diagnostic and therapeutic management of patients by completing medical histories, conducting physicals, establishing diagnosis through tests, and formulating treatment plans. Provides follow-up and health maintenance care of patients in accordance with protocols approved by a physician.

EDUCATION/EXPERIENCE

Successful Completion of an educational program for physician assistants or surgeon assistants accredited by the Commission on Accreditation of Allied Health Education Programs, or by that committee's predecessor or successor entities is required.

LICENSURE/CERTIFICATION

Certification by the National Commission on Certification of Physician Assistants is recommended. Must be currently licensed as a Physician Assistant in the State of Texas. Must maintain current AHA BLS or higher in accordance with Medical-Dental Staff and UMA bylaws. Providers practicing in acute care environment must obtain AHA ACLS certification or advanced specialty equivalent as defined by the UMA Credentials Committee within 90 days of hire. Prescriptive authority is required. Valid DEA number must be obtained within 90-days of hire.

Provides primary health care and performs selective medical services under the direction of specialty physicians.

Responsible for diagnostic and therapeutic management of patients by completing medical histories, conducting physicals, establishing diagnosis through tests, and formulating treatment plans.

Provides follow-up and health maintenance care of patients in accordance with protocols approved by a physician.

Successful Completion of an educational program for physician assistants or surgeon assistants accredited by the Commission on Accreditation of Allied Health Education Programs, or by that committee's predecessor or successor entities is required.

One year of training in the appropriate specialty is required.

Certification by the National Commission on Certification of Physician Assistants is recommended.

Must be currently licensed as a Physician Assistant in the State of Texas.

Must maintain current AHA BLS or higher in accordance with Medical-Dental Staff and UMA bylaws.

Valid DEA number must be obtained within 90-days of hire.

Provides primary healthcare and performs selective medical services under the direction of specialty physicians.

Responsible for diagnostic and therapeutic management of patients by completing medical histories, conducting physicals, establishing diagnosis through tests, and formulating treatment plans.

Provides follow-up and health maintenance care of patients in accordance with protocols approved by a physician.

Successful completion of an educational program for physician assistants or surgeon assistants accredited by the Commission on Accreditation of Allied Health Education Programs, or by that committee's predecessor or successor entities is required.

One year of training in the appropriate specialty is required.

Certification by the National Commission on Certification of Physician Assistants is recommended.

Must be currently licensed as a Physician Assistant in the State of Texas.

Must maintain current AHA BLS or higher in accordance with Medical-Dental Staff and UMA bylaws.

Valid DEA number must be obtained within 90-days of hire.

Provides primary health care and performs selective medical services under the direction of specialty physicians.

Responsible for diagnostic and therapeutic management of patients by completing medical histories, conducting physicals, establishing diagnosis through tests, and formulating treatment plans.

Provides follow-up and health maintenance care of patients in accordance with protocols approved by a physician.

Successful Completion of an educational program for physician assistants or surgeon assistants accredited by the Commission on Accreditation of Allied Health Education Programs, or by that committee's predecessor or successor entities is required.

One year of training in the appropriate specialty is required.

Certification by the National Commission on Certification of Physician Assistants is recommended.

Must be currently licensed as a Physician Assistant in the State of Texas.

Must maintain current AHA BLS or higher in accordance with Medical-Dental Staff and UMA bylaws.

Valid DEA number must be obtained within 90-days of hire.