Ping Identity & LDAP Administrator Trust IT LLCPing Identity & LDAP AdministratorMiami Beach, FL$50ā$55 / hourTemporaryContractorThe Ping Identity / LDAP Administrator is responsible for designing, implementing, maintaining, and supporting the organizationās Identity and Access Management (IAM) infrastructure running on Amazon Web Services (AWS). Locations: Miami, FL OR Dallas, TX (Hybrid).
Public Works Systems Administrator Kforce Inc.Public Works Systems AdministratorDavie, FL$88,000ā$110,000Preferred Qualifications Experience in water or wastewater treatment environments Formal training in AVEVA InTouch or System Platform Experience with Phoenix Contact radio systems. Employee pay is based on factors like relevant education, qualifications, certifications, experience, skills, seniority, location, performance, union contract and business needs.
Senior Systems Administrator Kforce Inc.Senior Systems AdministratorCoral Gables, FL$55ā$60Kforce has a client in Coral Gables, FL that is seeking an experienced Senior Systems Administrator with deep expertise in hybrid cloud environments, enterprise directory services, and virtualized infrastructure. Employee pay is based on factors like relevant education, qualifications, certifications, experience, skills, seniority, location, performance, union contract and business needs.
Sr Systems Engineer Lennar HomesSr Systems EngineerMiami, FLFull timep/>Join the fun and follow us on social media to see what's happening at our company, and don't forget to connect with us on Lennar: Overview | LinkedIn<https://www.linkedin.com/company/lennar/> for the latest job opportunities. Lennar is one of the nationās leading homebuilders, dedicated to making an impact and creating an extraordinary experience for their Homeowners, Communities, and Associates by building quality homes and providing exceptional customer service, giving back to the communities in which we work and live in, and fostering a culture of opportunity and growth for our Associates throughout their career.
Information & Technology Systems Administrator (Enterprise Data Center Division) Miami-Dade County GovernmentInformation & Technology Systems Administrator (Enterprise Data Center Division)Miami, FLJob components include but are not limited to, installation, upgrades, and patching of the operating system, determining corrective measures for hardware and software malfunctions, configuring and supporting high availability clusters with PowerHA (HACMP) and filesystems including Spectrum Scaler GPFS, creating scripts to manage AIX LPARs and being part of the on-call rotation. Benefits: Miami-Dade County offers great benefits including full medical, dental, and vision insurance; life and disability insurance; 457 pretax savings plans; flexible spending accounts; paid holidays, vacation and sick time; membership in the Florida Retirement System; professional development; and a tuition reimbursement program.
Senior Discovery Database Administrator DBA Top Secret Clearance Required Contact Government Services LLCSenior Discovery Database Administrator DBA Top Secret Clearance RequiredMiami, FLli>Contractor shall assist in managing Microsoft SQL Server 2019 and 2022 to include setting up security, creating tables, indexes, stored procedures, designing SQL reports, and creating maintenance jobs, etc. Contractor shall upgrade SQL Servers from lower versions to the latest version version 2019 and up and create reports using Microsoft SQL Server Reporting Services SSRS.
Discovery Database Administrator DBA Top Secret Clearance Required Contact Government Services LLCDiscovery Database Administrator DBA Top Secret Clearance RequiredMiami, FLp>The Contractor shall provide the following services to include but not limited to: The Contractor shall provide database administration support to include but not limited to the following activities: ⢠Assist in managing Microsoft SQL Server 2019 and 2022 to include setting up security, creating tables, indexes, stored procedures, designing SQL reports, and creating maintenance jobs, etc. Discovery Database Administrator DBA Employment Type: Full-Time Executive-Level Department: Legal CGS is seeking a dedicated Discovery Database Administrator to join a fast-paced and hard-working team to assist with any legal accounts.
Senior Database Administrator Contact Government Services LLCSenior Database AdministratorMiami, FLPerforming back-ups of the web application and database servers according to MPA policies and procedures, including daily incremental backups and full weekly backups of all volumes of servers. Explore additional job opportunities with CGS on our Job Board: https://cgsfederal.com/join-our-team.
Senior Database Administrator II Contact Government Services LLCSenior Database Administrator IIMiami, FLPerforming back-ups of the web application and database servers according to MPA policies and procedures, including daily incremental backups and full weekly backups of all volumes of servers. For the past seven years, weve been growing our government contracting portfolio, and along the way, weve created valuable partnerships by demonstrating a commitment to honesty, professionalism, and quality work.
Oracle Database Administrator Atlas Tech IncOracle Database AdministratorFLRemoteTeam members are regularly encouraged to continue learning and Atlas provides training resources and skills enhancement opportunities internally as well as education reimbursement if you prefer to obtain skills through outside resources or higher education. Support database migrations and upgrades across environments (on-premises/cloud), including PeopleTools upgrades, PUM lifecycle activities, and environment refreshes (masking, scrambling, schema sync).
Database Administrator (USI7) (1556) VSE CorpDatabase Administrator (USI7) (1556)Miramar, FLAs a Database Administrator, you will ensure the security, availability, and integrity of our databases, while also providing support and assistance to users as needed. Experience in developing and maintaining MS SQL Server databases, data warehouse and multidimensional DB's.
Senior Data Engineer- Data Science & AI Sedgwick Claims Management Services, Inc.Senior Data Engineer- Data Science & AIFLul>Hybrid Data Pipeline Execution: Design and implement robust ETL/ELT pipelines to ingest data from legacy on-prem sources, AWS (S3/RDS), and Azure (Blob/SQL), centralizing it for consumption in Snowflake and AI services. Snowflake Power-User Execution: Act as the technical lead for our Snowflake data warehouse, implementing sophisticated data modeling, Snowpipe automation, and compute optimization to support high-concurrency AI workloads.
NewOracle EPM Administrator III ChewyOracle EPM Administrator IIIPlantation, FloridaThe base salary range for this role is $100,000 - $160,000.00.The specific salary offered to a candidate may be influenced by a variety of factors including but not limited to the candidateās relevant experience, education, and work location. In this role, you will administer and improve Oracle EPM Cloud Planning solutions, including Workforce, Capital, and Financials Planning, while partnering closely with Finance, FP&A, Accounting, and IT teams.
Data Scientist, Revenue Management Systems NCL BahamasData Scientist, Revenue Management SystemsMiami, Floridap>Working closely with senior leadership, data engineers, and revenue managers, the Data Scientist will write production-grade SQL and Python code to design scalable forecasting algorithms and price elasticity frameworks. Data Pipeline & ETL Engineering: Query, clean, aggregate, and manipulate large-scale datasets from disparate corporate ecosystems using Snowflake, SQL, and Python to ensure reliable inputs for quantitative modeling.
NewOracle EPM Administrator ā Planning Specialist ChewyOracle EPM Administrator ā Planning SpecialistPlantation, FloridaIn this role, you will assist in administering Oracle EPM Cloud Planning solutions, including Workforce, Capital, and Financials Planning, while partnering with Finance, FP&A, Accounting, and IT teams. To access Chewy's California CPRA Job Applicant Privacy Policy, please click here.
Senior Data Engineer Publicis Groupe SASenior Data EngineerFL$73,150ā$112,554 / yearProactively monitor and report on database performance and capacity and provide trend analysis for all environments Key Differentiators Understands Razorfish data capabilities and how data fits into a client's overall strategy Understands the breadth of data services and crafts Able to manage data team responsibilities within cross-capability projects Understanding of SQL Understanding of Python coding best practices. Architect Data Structures Understand Cloud Platforms (AWS, GCP, Azure) Mentor Associate Data Engineers Qualifications Experienced database administrator/developer role, preferably in a professional services environment.
DATA ENTRY SPECIALIST (2174) Florida Memorial University, Inc.DATA ENTRY SPECIALIST (2174)Miami Gardens, FLp>Essential Functions: Perform data entry, quality assurance, and database queries; accurately record and monitor required information within the integrated student information system. Knowledge, Skills, and Abilities: Knowledge of best practices in enrollment management and a record of success in increasing enrollment as well as net tuition revenue.
NewOracle EPM Administrator III Chewy IncOracle EPM Administrator IIIPlantation, FL$100,000ā$160,000 / yearIn this role, you will administer and improve Oracle EPM Cloud Planning solutions, including Workforce, Capital, and Financials Planning, while partnering closely with Finance, FP&A, Accounting, and IT teams. We offer parental leave, family services benefits, backup dependent care, flexible spending accounts, telemedicine, pet adoption reimbursement, employee assistance program, and many discounts including 10% off pet insurance and 20% off at Chewy.com.
Systems Administrator (L3) - Miami, FL Quadratic IT, LLCSystems Administrator (L3) - Miami, FLDoral, FLYou own the day-to-day administration of client infrastructure: Windows Server, virtualization clusters, SAN and HCI storage, backup, Microsoft 365 and Azure tenants, and defined-scope network change work. Close with the following statement exactly: "I understand that my scope is server and platform operations within the framework set by Senior Engineering and the Principal Solutions Architect, and that platform redesign sits above my tier.".
NewOracle EPM Administrator - Planning Specialist Chewy IncOracle EPM Administrator - Planning SpecialistPlantation, FLIn this role, you will assist in administering Oracle EPM Cloud Planning solutions, including Workforce, Capital, and Financials Planning, while partnering with Finance, FP&A, Accounting, and IT teams. What You'll Do: ⢠Assist in administering Oracle EPM Cloud Planning applications, including Workforce, Capital, Financials Planning, and Strategic Modeling.
Network Engineer (Systems Administrator) Hollywood City CouncilNetwork Engineer (Systems Administrator)Hollywood, FL$79,718.53ā$95,000 / yearEffective January 28, 2008, a relative may only be hired under the following additional conditions: The relative must have competed in an appropriate examination process as determined by Human Resources and be placed on a civil service eligibility list; The relative must be among the top three ranked candidates available on the certified eligibility list unless expanded by the Civil Service Board; The Department or Office Director and the Director, Human Resources must demonstrate that it is in the best interests of the City of Hollywood to hire the relative of a public officer or employee. Upgrades system, implements and maintains security controls, and manages all LAN and MAN operations including switches, routers, firewalls, intrusion detection systems, virtual private networks, servers, storage area networks, DHCP/DNS, centralized tape backup systems, content filtering, anti-virus, log management, authentication systems, edge devices and all associated hardware and software.
Senior AI and Data Architect Salesforce IncSenior AI and Data ArchitectFL$150,100ā$227,000 / yearIts functions are split equally between delivery and internal employee enablement, whereby half of the role is customer-facing and involves serving Salesforce's enterprise Agentforce customers as a technical advisor, and the other half is spent on enabling CSG employees on Agentforce by providing technical expertise; documenting reference architecture; building reusable tools, assets, and patterns; running live enablement sessions; and providing from-the-field feedback (Voice of the Customer) to the Product and Engineering organizations to contribute to product enhancements. Partner with customers and account teams to assess business challenges, identify high-impact Agentforce use cases, define solution scope, develop detailed technical designs, and articulate the business value of proposed solutions to foster successful adoption and identify future opportunities.
NewPING IDENTITY & LDAP ADMINISTRATOR Yantran LLCPING IDENTITY & LDAP ADMINISTRATORMiami, FLJOB SUMMARY: The Ping Identity / LDAP Administrator is responsible for the design, implementation, maintenance, and support of the organization s Identity and Access Management (IAM) infrastructure running on Amazon Web Services (AWS). * Cloud Security: Implement AWS security best practices utilizing AWS IAM, Security Groups, VPC ACLs, and AWS Secrets Manager to protect directory data and API keys.
Associate Data Cloud Business Transformation Architect Deloitte Touche Tohmatsu LtdAssociate Data Cloud Business Transformation ArchitectFL$110,700ā$218,300 / yearp>The wage range for this role takes into account the wide range of factors that are considered in making compensation decisions including but not limited to skill sets; experience and training; licensure and certifications; and other business and organizational needs. We can enhance customer experiences and drive sustained growth and customer value creation and capture, through customer and commercial strategies, digital products and innovation, marketing, commerce, sales, and service.
Senior Relativity Senior Systems Administrator Contact Government Services LLCSenior Relativity Senior Systems AdministratorMiami, FLSkills and attributes for success- Design and implement Automated Litigation Support ALS software solutions primarily consisting of COTS tools such as Relativity iPro CaseMap etc.- Maintain ALS system infrastructure storage compute network leveraging on-premise and AWS cloud platforms.- Join our team and become part of meaningful government innovationExplore additional job opportunities with CGS on our Job Board httpscgsfederal.comjoin-our-teamFor more information about CGS please visit httpswww.cgsfederal.com or contactEmailemailprotectedCJ117449.28
Relativity Senior Systems Administrator Contact Government Services LLCRelativity Senior Systems AdministratorMiami, FLli>At least 5 years of hands-on, directly applicable experience actually doing the work of implementing the kinds of systems being set up, e.g., UNIX, Windows, Network Storage Solutions, etc., will usually be expected. For more information about CGS, please visit: https://www.cgsfederal.com or contact: Email: email%20protected. Salary:.
IT Public Safety Administrator City of HomesteadIT Public Safety AdministratorHomestead, FL$83,905ā$96,491 / yearp>Employer: Homestead, City of (FL) Address: 100 Civic Court Homestead, Florida, 33030 Website: https://www.homesteadfl.gov. Qualified applicants, including veterans, spouses, widows/widowers, parents of service members, and current reserve or National Guard members, may receive hiring priority if they meet minimum qualifications and can perform the duties required.
Discovery IT System Administrator Top Secret Clearance Required Contact Government Services LLCDiscovery IT System Administrator Top Secret Clearance RequiredMiami, FLp>For more information about CGS, please visit: https://www.cgsfederal.com or contact: Phone: 1-888-680-5916 Email: [email protected]. For the past seven years, weve been growing our government-contracting portfolio, and along the way, weve created valuable partnerships by demonstrating a commitment to honesty, professionalism, and quality work.
Senior Discovery IT System Administrator Top Secret Clearance Required Contact Government Services LLCSenior Discovery IT System Administrator Top Secret Clearance RequiredMiami, FLp>For more information about CGS, please visit https://www.cgsfederal.com or contact: Phone: 1-888-680-5916 Email: [email protected]. For the past seven years, weve been growing our government-contracting portfolio, and along the way, weve created valuable partnerships by demonstrating a commitment to honesty, professionalism, and quality work.
Senior E-Discovery Application Administrator II Contact Government Services LLCSenior E-Discovery Application Administrator IIMiami, FLAs an expert programmer, you will be independently developing, modifying, and maintaining complex programs to support litigation environment applications such as litigation support databases associated management systems, and analytical systems. For the past seven years, weve been growing our government-contracting portfolio, and along the way, weve created valuable partnerships by demonstrating a commitment to honesty, professionalism, and quality work.
E-Discovery Application Administrator II Contact Government Services LLCE-Discovery Application Administrator IIMiami, FLp>As an expert programmer, you will be independently developing, modifying, and maintaining complex programs to support litigation environment applications such as litigation support databases, associated management systems, and analytical systems. For more information about CGS, please visit https://www.cgsfederal.com or contact: Phone: 1-888-680-5916 Email: [email protected].
Information Technology Security Administrator (14027) Hillsborough County Sheriffs OfficeInformation Technology Security Administrator (14027)FL$99,003.24ā$124,879.05 / yearLive within Hillsborough County or within Citrus, Hardee, Hernando, Lake, Manatee, Pasco, Pinellas, Polk, Sarasota, or Sumter County as long as the residence is located within the 60-mile parameter of Falkenburg Road Jail at the time of appointment/employment (certified only). Job Description Summary Analyze, implement, update, and support all activities related to the availability, integrity, and confidentiality of employee, arrestee, inmate, and business information in compliance with the law enforcement agencys security policies and procedures, regulations, and law.
Physical Security Systems Administrator Tactica SolutionsPhysical Security Systems AdministratorMiami, Florida$110,000ā$130,000 / yearli>Provide a Tier 3 IT problem solving solution and have the ability to identify, document, and resolve major problems; operate, monitor, alert, manage, maintain, install, and troubleshoot USSOUTHCOM Security ESS network infrastructure devices and services; provide services for all aspects of network management and operations, including technical support for the development of policies, procedures, implementation, technology integration, and guidance for both scheduled and unscheduled maintenance. Provide IT Tier 2 Service; assist Tier I personnel in solving basic technical problems and for investigating elevated issues by confirming the validity of the problem and seeking for known solutions related to these more complex issues; collect information such as program name that failed, application name, or any database-related details (e.g., table name, view name, package name) or Application Programming Interface (API) names; elevate issues to next tier if unable to solve.
Data 360 Senior Technical Architect Salesforce IncData 360 Senior Technical ArchitectFL$150,100ā$227,000 / yearIts functions are split equally between delivery and internal employee enablement, whereby half of the role is customer-facing and involves serving Salesforce's enterprise customers as a technical advisor, and the other half is spent on enabling CSG employees on Data 360 by providing technical expertise; documenting reference architecture; building reusable tools, assets, and patterns; assisting with enablement sessions; and providing from-the-field feedback (Voice of the Customer) to the Product and Engineering organizations to contribute to product enhancements. Partner with customers and account teams to assess business challenges, identify high-impact use cases, define solution scope, develop detailed technical designs, and articulate the business value of proposed solutions to foster successful adoption and identify future opportunities.
Data Platform Engineer hakuData Platform EngineerMiami, FLp>Follow Us: LinkedIn, Instagram, Facebook, Twitter. Working closely with DevOps, Security, and Analytics teams, this role ensures our data systems remain stable, efficient, and production-ready while supporting business growth and operational resilience.
Systems Administrator University of MiamiSystems AdministratorMiami, FLUHealth-University of Miami Health System, South Florida's only university-based health system, provides leading-edge patient care powered by the ground breaking research and medical education at the Miller School of Medicine. Department Specific Functions: Responsibility as a CMMS administrator updates the medical equipment inventory, including oversight of Preventive Maintenance requirements, schedules, and procedures.
SQL DBA Systems Analyst Contact Government Services LLCSQL DBA Systems AnalystMiami, FLDesigning and implementing action plans to upgrade new litigation support tools within established environments by participating in Change Control Board Meetings.- Leading user acceptance testing efforts and validating the rollout of new software upgrades and integrating legal systems to improve efficiencies by creating scripts and advanced queries and introducing automated workflow concepts.- SQL DBA Systems AnalystMiami FL Remote Hybrid Tampa FLInformation Technology Full Time Hybrid Hybridapply for this jobSQL DBA Systems AnalystEmployment Type Full Time Mid-levelDepartment Information TechnologyCGS is seeking a SQL DBA Systems Analyst to join our team supporting a wide-ranging technical support initiative for a large Federal agency.
Senior Systems Administrator Contact Government Services LLCSenior Systems AdministratorMiami, FLJoin our team and become part of meaningful government innovationExplore additional job opportunities with CGS on our Job Boardhttpscgsfederal.comjoin-our-teamFor more information about CGS please visit httpswww.cgsfederal.com or contactEmailemailprotectedCJ101920 - 131040 a yearWe may use artificial intelligence AI tools to support parts of the hiring process such as reviewing applications analyzing resumes or assessing responses. Senior Systems AdministratorMiami FL Tampa FL Hybrid RemoteInformation Technology Full Time Hybrid Hybridapply for this jobSenior Systems AdministratorEmployment Type Full Time Senior-levelDepartment LegalITCGS is seeking a Senior Systems Administrator to join our team supporting a wide-ranging technical support initiative for a large Federal agency.
Senior Systems Administrator II Contact Government Services LLCSenior Systems Administrator IIMiami, FLJoin our team and become part of meaningful government innovationExplore additional job opportunities with CGS on our Job Boardhttpscgsfederal.comjoin-our-teamFor more information about CGS please visit httpswww.cgsfederal.com or contactEmailemailprotectedCJ131040 - 189280 a yearWe may use artificial intelligence AI tools to support parts of the hiring process such as reviewing applications analyzing resumes or assessing responses. Senior Systems Administrator IIMiami FL Hybrid Remote Tampa FLInformation Technology Full Time Hybrid Hybridapply for this jobSenior Systems Administrator IIEmployment Type Full Time Senior-levelDepartment LegalITCGS is seeking a Senior Systems Administrator to join our team supporting a wide-ranging technical support initiative for a large Federal agency.
Technical Success Administrator - Emergency Call Management (ECM) Motorola Solutions IncTechnical Success Administrator - Emergency Call Management (ECM)FLRemote$115,000ā$130,000 / yearThis position is subject to working in high security areas governed by the US Department of Justice's "Criminal Justice Information Services (CJIS) Security Policy" and therefore requires successfully passing a more stringent fingerprint background check administered by Motorola Solutions Inc. customers. We work to ensure that the customer experience with Motorola Solutions continuously exceeds their expectations and, through our internal and external relationships, we are committed to consistent delivery and follow through to help customers serve their communities and to be their best in the moments that matter.".
Data Engineering Manager (Microsoft Fabric & Databricks) Protiviti IncData Engineering Manager (Microsoft Fabric & Databricks)Miami, FLImagining our work as a journey, we believe integrity guides our way, inclusion moves us forward together, innovation creates new destinations, and our commitment to success empowers us to deliver on our vision to be the most trusted global consulting firm. You have experience with many and familiarity with most of the following Concepts and Methodologies: Ability to articulate the value of Microsoft Fabric and Business Intelligence solutions to customers and colleagues, and proven track record of data storytelling to guide decision-making.
NewData Engineer - IV INSPYR SolutionsData Engineer - IVMiramar, FL$70ā$80 / hourp class="MsoNormal">Information collected and processed through your application with INSPYR Solutions (including any job applications you choose to submit) is subject to INSPYR Solutionsā Privacy Policy and INSPYR Solutionsā AI and Automated Employment Decision Tool Policy: https://www.inspyrsolutions.com/policies/. Work Requirements: US Citizen, GC Holders or Authorized to Work in the U.S. Overview: The Staff Software Engineer enhances and maintains software products by translating backlog items into technical designs that meet business needs, while determining the technical feasibility of features.
Network Administrator MasTec Communications GroupNetwork AdministratorCoral Gables, Florida$70,000ā$75,000 / year
Associate, Digital Finance Transformation - Data Scientist - Private Equity Performance Improvement (OPEN TO ALL US LOCATIONS) Alvarez & Marsal Holdings LLCAssociate, Digital Finance Transformation - Data Scientist - Private Equity Performance Improvement (OPEN TO ALL US LOCATIONS)Miami, FL$90,000ā$130,000 / yearThis role focuses on helping private equity portfolio companies accelerate digital enablement within the finance function-modernizing data environments, automating processes, and building analytics-driven tools that create measurable business impact. Our PEPI CFO Services practice includes the following pillar of services: ⢠Strategic Finance and Liquidity Management ⢠Accounting Advisory and Financial Reporting Solutions ⢠Working Capital Optimization ⢠Digital Finance Transformation ⢠Interim Management.
ML Administrator PRESCIENT EDGE CORPORATIONML AdministratorDoral, FLProposed personnel possess the knowledge and capability to support Databricks platform administration and enterprise data architecture for DoD data-driven projects: Skilled in Databricks platform administration, including workspace management, cluster optimization, and Unity Catalog integration for secure data governance. Hands-on expertise in Python, SQL/NoSQL, Apache Spark, Databricks SQL, Terraform, and cloud native data services for large-scale data processing and analytics.
NewSenior Data Modeling Engineer A-CAP Services LLCSenior Data Modeling EngineerMiami, FLFull timeBacked by a leadership team and operational experts with deep expertise across insurance, reinsurance, and asset management sectors, A-CAP is committed to delivering meaningful results and adding value to our clients and capital partners. Through our synergistic platform of insurance carriers, reinsurers, and asset management businesses, A-CAP delivers tailored capital solutions to individuals, insurance companies, and small- to medium-sized businesses.
Senior Data Modeling Engineer A-CAP ServicesSenior Data Modeling EngineerMiami, FloridaBacked by a leadership team and operational experts with deep expertise across insurance, reinsurance, and asset management sectors, A-CAP is committed to delivering meaningful results and adding value to our clients and capital partners. Through our synergistic platform of insurance carriers, reinsurers, and asset management businesses, A-CAP delivers tailored capital solutions to individuals, insurance companies, and small- to medium-sized businesses.
Relativity Administrator Contact Government Services LLCRelativity AdministratorMiami, FL$70,000ā$150,000 / yearli>Leverage Relativity expertise to provide support and training related to case functionality, document review, and tagging, database administration tasks, advanced troubleshooting, and consultation on workflow solutions. Relativity Administrator Employment Type: Full-Time Experienced Department: Technology Support CGS is seeking a Relativity Administrator to join our team supporting the legal organization within a large Federal agency.
Senior Data Engineer Equiti US LLCSenior Data EngineerFLYou will act as architect for data warehouse and data pipeline design, working with Product, Engineering, and Data Analytics teams to build a reliable and performant data platform. Partner with Product and Engineering to build scalable systems that help unlock the value of data from a wide range of sources such as backend databases and marketing platforms.