NewCommissioning Engineer (Data Centers) JobotCommissioning Engineer (Data Centers)Dublin, OH$80,000–$120,000 / yearMust be self-motivated and well versed in Data Center projects touching on large building MEP systems design, commissioning, retro-commissioning, energy modeling/analysis and construction for complex buildings. Information collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal.
Senior Project Manager - Data Center Construction Michael Page USASenior Project Manager - Data Center ConstructionDublin, OH$150,000–$170,000 / yearFull time6 or more years experience as a lead Superintendent responsible for leading large project sites in one or more of the following areas: Hyperscale Datacenters, Complex Industrial Projects, or Large Scale Vertical Construction. Their current focus includes leading major Data Center developments in the Columbus area-high‑visibility, high‑complexity builds that demand strong leadership on site.
Superintendent - Data Center Construction Michael Page USASuperintendent - Data Center ConstructionColumbus, OH$120,000–$140,000 / yearFull timeSupervise all aspects of data center construction projects from preconstruction through commissioning, ensuring alignment with plans, specifications, and client expectations. As a mid-sized company, they are known for their expertise in construction management and their dedication to delivering high-quality projects across various sectors.
Senior Reporting Systems Analyst American Municipal Power, IncSenior Reporting Systems AnalystColumbus, OHFull time
NewPayroll Manager Vaco LLCPayroll ManagerColumbus, OH$140,000–$150,000Determining compensation for this role (and others) at Vaco by Highspring depends upon a wide array of factors including but not limited to: the individual’s skill sets, experience and training; licensure and certification requirements; office location and other geographic considerations; other business and organizational needs. Determining compensation for this role (and others) at Vaco/Highspring depends upon a wide array of factors including but not limited to the individual’s skill sets, experience and training, licensure and certifications, office location and other geographic considerations, as well as other business and organizational needs.
Outpatient Registered Nurse - RN Fresenius Medical CareOutpatient Registered Nurse - RNColumbus, OHPerforms ongoing, systematic collection and analysis of patient data pre – during – post hemodialysis treatment for assigned patients and documents in the patient medical record, makes adjustments or modifications to treatment plan as indicated and notifies Team Leader, Charge Nurse, Supervisor or Physician as needed. Serves as a resource, leader, coach, mentor and role model for new and incumbent employees by setting examples of appropriate behavior, work habits and attitudes towards patients, co-workers, supervisors and the company at the facility, and area level.
NewProject Controls Analyst New River Electrical CorporationProject Controls AnalystGranville, OHThe Project Controls Analyst serves as a liaison between Accounting/Billing and operational stakeholders, including Project Management, ensuring financial and operational data is accurately captured, thoroughly analyzed, and clearly communicated to support informed decision-making. Responsibilities include developing and applying multiple methods for valuing work performed and monitoring key project financial metrics such as cost trends and profitability.
Academic Tutor & Mentor (Entry Level, Paid, Full-time) City YearAcademic Tutor & Mentor (Entry Level, Paid, Full-time)Blacklick, OHdata collected and entered into City Year’s student data system·Create an engaging, safe and healthy classroom space in collaboration with the teacher. ·Develop literacy and/or math skills varying learning activities by student level, answering student questions and encouraging assignment completion.
Manager, Data Analysis Columbus CrewManager, Data AnalysisColumbus, OHFull timeThis position reports to the Haslam Sports Group's Manager of Data Analysis and collaborates closely with analytics and data partners who support the Columbus Crew, Columbus NWSL, and Cleveland Browns. This role will lead the delivery of data-driven insights that support key business functions across the Club, including Ticketing, Marketing, and Corporate Partnerships.
Buyer Synerfac Technical StaffingBuyerColumbus, OH$50,000–$60,000 / yearTemporaryContractorResponsibilities/Duties: - Review component demand generated by the BPS Assembly production schedule and open work orders to maintain appropriate component supply to support production activities . The Buyer will be responsible for setting stock levels, reordering points and safety stock, ordering material for inventory replenishment using various tools, and more.
NewBusiness Development Manager - Data Center Engineering Services Actalent IncBusiness Development Manager - Data Center Engineering ServicesColumbus, OHRemote$140,000–$200,000 / yearThis key sales leader will have flexibility to focus on developing and executing Actalent Services' data center sales strategy, customized across our multiple engineering and project capabilities, while collaborating with internal delivery partners to identify, solution and successfully deliver projects and programs. Demonstrated experience selling a combination of the following services capabilities required: mechanical engineering, electrical engineering, industrial engineering/facilities design, systems & software engineering, construction management, project management, and/or power transmission & distribution engineering.
Data Science & Analysis - AI Training - Columbus, US Prolific Academic LtdData Science & Analysis - AI Training - Columbus, USColumbus, OHWe're looking for Data Scientists and Data Analysts to join our Expert Network to help train and evaluate cutting-edge AI models using real technical expertise. We've built a unique platform that connects researchers and companies with a global pool of participants, enabling the collection of high-quality, ethically sourced human behavioural data and feedback.
Data Management and Analysis Co-op/Intern - Fall 2026 Honda Motor Co LtdData Management and Analysis Co-op/Intern - Fall 2026OH$23.35–$30.21 / hourWork environments and projects may include but are not limited to: Human Resources: Collaborate with HR stakeholders to develop data-driven insights using Power BI and SQL, supporting a variety of HR functions such as recruiting, workforce planning, and talent management. Data Analytics Co-op/Intern positions are offered in the cities/ states listed below, if you are selected to move forward in the process, you will be given the opportunity to make selections on your location preferences: Marysville, Ohio (45 minutes northwest of Columbus, Ohio).
Managed Services - Senior Data Engineer - Senior Manager PricewaterhouseCoopers LLPManaged Services - Senior Data Engineer - Senior ManagerColumbus, OH$124,000–$280,000 / yearPreference for at least one of the following fields of study: Computer and Information Science, Computer and Information Science & Accounting, Economics, Economics and Finance, Economics and Finance & Technology, Operations Management/Research, Statistics, Engineering. PwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy.
Oracle AI Data & Analytics - Manager PricewaterhouseCoopers LLPOracle AI Data & Analytics - ManagerColumbus, OH$99,000–$232,000 / yearYou will be responsible for tasks such as data collection, data cleansing, data transformation, data modelling, data visualisation, and data analysis using Oracle tools like Oracle Database, Oracle Analytics Cloud, Oracle Data Integrator, Oracle Data Visualization, and Oracle Machine Learning. As part of the Data and Analytics Engineering team, you will serve as both a technical leader and a trusted advisor to clients, combining AI/ML knowledge with business acumen to design and deliver AI solutions that drive measurable client outcomes.
Data Center Technician - Level I through Level IV SRI TelecomData Center Technician - Level I through Level IVColumbus, OH$21–$40 / hourFull timeSRI is hiring skilled Integration Technicians experienced in ISP / Central Office / Headend / Data Center network facilities to support the deployment and maintenance of high-performance network environments across the nation. In the fast-paced world of digital infrastructure, SRI leverages over 25 years of experience to help organizations deploy, integrate, and maintain cutting-edge data center environments.
Data Coordinator, Trauma Nationwide Children's HospitalData Coordinator, TraumaColumbus, OHCONTINUOUSLY: Audible speech, Color vision, Computer skills, Decision Making, Depth perception, Flexing/extending of neck, Hearing acuity, Interpreting Data, Machinery, Peripheral vision, Problem solving, Repetitive hand/arm use, Seeing - Far/near, Sitting. Physical Requirements: OCCASIONALLY: Climb stairs/ladder, Lifting / Carrying: 0-10 lbs, Lifting / Carrying: 11-20 lbs, Lifting / Carrying: 21-40 lbs, Pushing / Pulling: 0-25 lbs, Pushing / Pulling: 26-40 lbs, Pushing / Pulling: 41-60 lbs, Squat/kneel.
Data Coordinator, Burn Nationwide Children's HospitalData Coordinator, BurnColumbus, OhioCONTINUOUSLY: Audible speech, Color vision, Computer skills, Decision Making, Depth perception, Flexing/extending of neck, Hearing acuity, Interpreting Data, Machinery, Peripheral vision, Problem solving, Repetitive hand/arm use, Seeing – Far/near, Sitting. Physical Requirements: OCCASIONALLY: Climb stairs/ladder, Lifting / Carrying: 0-10 lbs, Lifting / Carrying: 11-20 lbs, Lifting / Carrying: 21-40 lbs, Pushing / Pulling: 0-25 lbs, Pushing / Pulling: 26-40 lbs, Pushing / Pulling: 41-60 lbs, Squat/kneel.
Data Analyst MindlanceData AnalystDublin, OHPerform analysis in ServiceNow record notes or attached files to extract contract data and update new fields created in ServiceNow (i.e., for multi-year contracts, update the start/end date of each year and the annual amount associated the data resides either in a notes field or in the order form file and needs to be updated in new fields that capture these specific data points.). Duties: Extract data records from ServiceNow into excel-based files and build mass-upload excel-based files pairing unique identifiers from the ServiceNow records to information to be updated to fields in ServiceNow.
Sales Data Science & AI Enablement Analyst Vertiv Group Corp.Sales Data Science & AI Enablement AnalystWesterville, OHVertiv is a global leader in the design, manufacture, and service of mission-critical infrastructure technologies for vital applications in data centers, communication networks, and commercial and industrial environments. The Sales Data Science & AI Enablement Analyst is an entry-level role designed for early-career talent with a background in data science, analytics, or machine learning.
NewData and Analytics - Quant Analytics Senior Associate JPMorgan Chase & CoData and Analytics - Quant Analytics Senior AssociateColumbus, OHRequired Qualifications, Capabilities, and Skills: Bachelor's degree required, with a strong academic background and at least 4 years of experience building analytical solutions that integrate multiple data inputs from diverse sources, particularly in Marketing, Customer Journey, Operations, or Finance; Minimum of 2 years of hands-on experience in data analysis. As a Quant Analytics Senior Associate, within the Data and Analytics team, you will lead the analytics book of work and collaborate with a cross-functional team to support the Product and work closely with partners across Finance, Customer Experience, Design, Software Engineering, and Product Ownership.
Managed Services - Senior Data Engineer - Manager PricewaterhouseCoopers LLPManaged Services - Senior Data Engineer - ManagerColumbus, OH$99,000–$232,000 / yearPreference for at least one of the following fields of study: Computer and Information Science, Computer and Information Science & Accounting, Economics, Economics and Finance, Economics and Finance & Technology, Operations Management/Research, Statistics, Engineering. PwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy.
NewDATA ANALYST JonesbororealtycompanyDATA ANALYSTColumbus, OhioWe pride ourselves on providing exceptional customer service and utilizing the latest technology to stay ahead in the ever-evolving real estate market. As a data-driven company, we believe in the power of data to drive decisions and make a real impact in the real estate industry.
Appian Data & Insights Analyst ASRC Federal Holding CompanyAppian Data & Insights AnalystOHRemoteASRC Agile Decision Sciences LLC is currently seeking qualified candidates to support our Army G-1 mission under the CECOM SEC SETA program at Aberdeen Proving Ground, MD. The salary offered will depend on several factors including, but not limited to, relevant experience, skills, education, geographic location, internal equity, business needs, and other factors permitted by law.
Senior Data Scientist Engineer - SFL Scientific Deloitte Touche Tohmatsu LtdSenior Data Scientist Engineer - SFL ScientificOH$128,000–$252,500 / yearWorking with a team of interdisciplinary data scientists, engineers, architects, and consultants, our work includes novel areas such as cancer detection, drug discovery, optimizing population health and clinical trials, autonomous systems and edge AI, agentic solutions, and consumer product innovation. From strategy to execution, this team delivers integrated, end-to-end support and advisory services covering valuation modeling, cost optimization, restructuring, business design and transformation, infrastructure and real estate, mergers and acquisitions (M&A), and sustainability.
Senior Data Scientist - SFL Scientific Deloitte Touche Tohmatsu LtdSenior Data Scientist - SFL ScientificColumbus, OH$128,000–$252,500 / yearWorking with a team of interdisciplinary data scientists, engineers, architects, and consultants, our work includes novel areas such as cancer detection, drug discovery, optimizing population health and clinical trials, autonomous systems and edge AI, agentic solutions, and consumer product innovation. From strategy to execution, this team delivers integrated, end-to-end support and advisory services covering valuation modeling, cost optimization, restructuring, business design and transformation, infrastructure and real estate, mergers and acquisitions (M&A), and sustainability.
Managed Services - Data Engineer (Databricks & Kafka) - Manager PricewaterhouseCoopers LLPManaged Services - Data Engineer (Databricks & Kafka) - ManagerColumbus, OH$99,000–$232,000 / year10 years of experience in data and analytics management with at least 8 years of experience of leading various data and analytics program/initiatives of large sizes with 3 years experience managing and delivering Managed Data and Analytics programs (Managed services and Managed assets). PwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy.
Managed Services - Data Engineer (Databricks & Kafka) - Senior Associate PricewaterhouseCoopers LLPManaged Services - Data Engineer (Databricks & Kafka) - Senior AssociateColumbus, OH$77,000–$202,000 / yearPwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy. You are expected to focus on building client relationships and developing a deeper understanding of the business context, while navigating increasingly complex situations and growing your personal brand and technical proficiency.
Payer Healthcare Data Scientist, Manager PricewaterhouseCoopers LLPPayer Healthcare Data Scientist, ManagerOH$99,000–$232,000 / yearAs part of the Operations Consulting team, you will apply advanced data science and machine learning techniques to large-scale claims, clinical, and member data to surface actionable insights that reduce cost of care and improve population health outcomes for our payer clients. PwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy.
Customer Data Analyst Phoenix Retail LLCCustomer Data AnalystColumbus, OHThis role partners closely with Marketing, Digital Media, E-Commerce, and Technology teams to translate complex data into clear, actionable reporting that drives smarter decisions and measurable business impact. This specialist-level role focuses on analyzing customer KPIs, identifying trends in acquisition, retention, and reactivation, and evaluating the impact of product, shopping experience and marketing performance on customer behavior.
Marketing Data Scientist Senior Associate - Consumer Bank JPMorgan Chase & CoMarketing Data Scientist Senior Associate - Consumer BankColumbus, OHAs a Consumer Bank Marketing Analytics Data Scientist at JPMorganChase within Consumer & Community Banking Data & Analytics, you will evaluate customer acquisition quality for deposit marketing initiatives, inform campaign strategy through rigorous experimentation, and improve investment decisions using present value modeling. You'll help measure marketing effectiveness, turn test learnings into strategy, and improve how we optimize marketing spend through a robust present value framework-while learning alongside a collaborative, inclusive group of data professionals.
Data Strategy-Manager PricewaterhouseCoopers LLPData Strategy-ManagerOH$99,000–$232,000 / yearIn data analysis at PwC, you will focus on utilising advanced analytical techniques to extract insights from large datasets and drive data-driven decision-making. PwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy.
Data Governance- Manager PricewaterhouseCoopers LLPData Governance- ManagerOH$99,000–$232,000 / yearPwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy. As a Manager, you will supervise, develop, and coach teams while managing client service accounts and driving engagement workstreams, delivering quality deliverables that meet client expectations.
Lead Data Analyst Central Ohio Transit AuthorityLead Data AnalystColumbus, OH$75,940.80–$89,356.60 / yearFull timeLeads analyses from requirements gathering or problem statement through deployment or presentation, fully understanding business processes and objectives, underlying data, and relevant factors; Independently manages analytics projects and provides regular and clear updates; and, Synthesizes complex analyses into clear narratives to facilitate understanding and decision-making. Collaborate with other business analysts and project team members across the department and on other projects to share knowledge and experience that can be leveraged for cross-project purposes or for improvement in the data quality process in general.
Data Science Consultant Deloitte Touche Tohmatsu LtdData Science ConsultantColumbus, OH$93,000–$171,300 / yearIf so, Deloitte Digital's Data Science and Analytics practice is seeking creative minds and persistent problem solvers to build and support cutting-edge marketing data science solutions that help our clients deliver customer value at every touchpoint. Our purpose comes through in our work with clients that enables impact and value in their organizations, as well as through our own investments, commitments, and actions across areas that help drive positive outcomes for our communities.
Applied AI Health Data Architect-Senior Manager PricewaterhouseCoopers LLPApplied AI Health Data Architect-Senior ManagerOH$124,000–$280,000 / yearExamples of the skills, knowledge, and experiences you need to lead and deliver value at this level include but are not limited to: Craft and convey clear, impactful and engaging messages that tell a holistic story. As a Senior Manager, you will influence key stakeholders, making sure that innovative data solutions meet the evolving needs of health systems while developing productive teams committed to excellence.
NewEntry-Level CAD Drafter - Fiber & Data Center Projects BrooksourceEntry-Level CAD Drafter - Fiber & Data Center ProjectsColumbus, OHBrooksource is looking to hire entry-level CAD Drafters in Columbus, OH to support large-scale fiber and data center connectivity projects. Ideal candidates have experience with AutoCAD and GIS concepts, and an ability to collaborate effectively with teams.#J-18808-Ljbffr.
Data Engineer - Manager PricewaterhouseCoopers LLPData Engineer - ManagerOH$99,000–$232,000 / yearPreference for at least one of the following fields of study: Management Information Systems, Computer and Information Science, Systems Engineering, Electrical Engineering, Chemical Engineering, Industrial Engineering, Mathematics, Statistics, Mathematical Statistics. PwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy.
Data Engineer - Senior Associate PricewaterhouseCoopers LLPData Engineer - Senior AssociateOH$77,000–$202,000 / yearPreference for at least one of the following fields of study: Management Information Systems, Computer and Information Science, Systems Engineering, Electrical Engineering, Chemical Engineering, Industrial Engineering, Mathematics, Statistics, Mathematical Statistics. PwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy.
Data Scientist: III (Senior) Judge GroupData Scientist: III (Senior)Columbus, OH$55–$65 / yearYou will partner closely with cross-functional teams—including Product, Marketing, Finance, and Leadership—to identify opportunities, build predictive models, and deliver actionable insights that influence strategic decisions. By providing your phone number, you consent to: (1) receive automated text messages and calls from the Judge Group, Inc. and its affiliates (collectively "Judge") to such phone number regarding job opportunities, your job application, and for other related purposes.
Lead, Data Integration (HL7 and API) Ensemble Health PartnersLead, Data Integration (HL7 and API)OhioRemoteEnsemble is a leading provider of technology-enabled revenue cycle management solutions for health systems, including hospitals and affiliated physician groups. Compensation decisions consider many job-related factors, including but not limited to geographic location; knowledge; skills; relevant experience; education; licensure; internal equity; time in position.
Microsoft Purview and Data Governance Senior Consultant Deloitte Touche Tohmatsu LtdMicrosoft Purview and Data Governance Senior ConsultantOH$105,400–$207,800 / yearIndustry certification such as Certified Cloud Security Professional (CCSP), Certificate of Cloud Security Knowledge (CCSK), Certified Information Systems Security Professional (CISSP), Cisco Certified Network Professional (CCNP), or Cisco Certified Network Associate (CCNA). 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.
NewLead Data Mgt Engineer - CCM/OpenText Deloitte Touche Tohmatsu LtdLead Data Mgt Engineer - CCM/OpenTextColumbus, OH$134,500–$265,100 / year2+ years hands-on experience implementing OpenText Communications (Exstream; version 16.6 or above) for customer communications management and document generation, migrating from StreamServe or another legacy customer communications management platform, and working with OpenText Exstream Cloud Native architecture, deployment, and template development. Our purpose comes through in our work with clients that enables impact and value in their organizations, as well as through our own investments, commitments, and actions across areas that help drive positive outcomes for our communities.
CCBTA Data Architect Senior Associate JPMorgan Chase & CoCCBTA Data Architect Senior AssociateColumbus, OHAs a Finance & Business Management professional within the Finance and Consumer & Community Banking Operations team, you will lead the preparation of comprehensive business reviews, objectives and key results (OKRs), monthly updates, and ad-hoc deliverables for senior members of the Finance and Consumer & Community Banking Operations Leadership team. Gain unparalleled exposure to core finance and banking skills, including interest rate risk, capital, liquidity, transfer pricing, valuation, and strategic analytics, exploring a wide range of elements of our fortress balance sheet.
Sr Engineer, Data Integration Ensemble Health PartnersSr Engineer, Data IntegrationOHRemote$101,600–$160,050 / yearWorks with the Vice President, Product and Engineering teams, Software Vendors and Customers to establish the needed business and technical requirements to ensure interfaces are properly scoped, engineered, tested, and supported. The Opportunity: By embodying our core purpose of customer obsession, new ideas, and driving innovation, and delivering excellence, you will help ensure that every touchpoint is meaningful and contributes to our mission of redefining the possible in healthcare.
Payments Data & Analytics Associate (Digital Wallets) - Sr Quant Associate JPMorgan Chase & CoPayments Data & Analytics Associate (Digital Wallets) - Sr Quant AssociateOHAs a Payments Data & Analytics Associate within the Payments Product group, you will partner with Product Owners to understand business needs and deliver actionable data solutions across digital wallets and the broader payments space. Chase is a leading financial services firm, helping nearly half of America's households and small businesses achieve their financial goals through a broad range of financial products.
Reference Data Product Analyst JPMorgan Chase & CoReference Data Product AnalystColumbus, OHJPMorganChase, one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.
Senior Data Scientist - AI Huntington Bancshares IncSenior Data Scientist - AIColumbus, OH3+ years of work and/or educational experience in machine learning or cloud computing, experience using statistics and machine learning to solve complex business problems, experience conducting statistical analysis with advanced statistical software, experience scripting languages, and packages, experience building and deploying predictive models, experience web scraping, and scalable data pipelines and experience with big data analysis tools and techniques. Strong understanding of statistical methods and skills such as Bayesian Networks Inference, linear and non-linear regression, hierarchical, mixed models/multi-level modeling.
Pharmacy Technician - Data Entry Guardian Pharmacy LLCPharmacy Technician - Data EntryColumbus, OH$18–$25 / hourOn an as needed, may assist with filing of completed orders, packaging of medications, inventory, profiling of orders for medical records, and filling processed prescriptions to dispense to the patient. Role will be on-site until completion of training, once training has been successfully completed, the position will transition into hybrid eligible, providing remote work up to 2-3 days per week providing consistent metrics are attained.
Customer Data Analyst ExpressCustomer Data AnalystColumbus, OhioThis role partners closely with Marketing, Digital Media, E-Commerce, and Technology teams to translate complex data into clear, actionable reporting that drives smarter decisions and measurable business impact. This specialist-level role focuses on analyzing customer KPIs, identifying trends in acquisition, retention, and reactivation, and evaluating the impact of product, shopping experience and marketing performance on customer behavior.