Senior SAP FICO Analyst StefaniniSenior SAP FICO AnalystIrving, TX$80–$85 / hourTemporaryContractorThis role serves as a senior-level liaison between Finance stakeholders and technical teams, with direct responsibility for resolving complex FI posting issues, defining functional requirements, and collaborating closely with ABAP developers to deliver high-quality SAP solutions. Priorities - Experience working on ABAP codes - FSD Experience - Experience with other SAP modules like MM/Business side - Experience with Bank Transfers / Treasury / Accounting - Cost to Cash - SME on configuration / Integration / Migration .
Workday HRIS Analyst JobotWorkday HRIS AnalystCarrollton, TX$75,000–$100,000 / yearInformation 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. The successful candidate will be responsible for the management and optimization of our Workday HRIS system, ensuring data integrity, and providing HR analytics and reporting solutions to support our strategic business decisions.
NewServiceNow Business Systems Analyst – IT Asset Management AgreeYa SolutionsServiceNow Business Systems Analyst – IT Asset ManagementIrving, TX$95,000–$105,000 / yearContractorFull timeYou will be responsible for gathering and documenting business requirements, analyzing asset and CMDB data, mapping end-to-end asset lifecycle processes, supporting software compliance and audit initiatives, and contributing to IT Asset Management product roadmap planning by identifying enhancement opportunities and prioritizing business needs. In this role, you will partner with cross-functional stakeholders to support and optimize Software Asset Management (SAM Pro) and Hardware Asset Management (HAM Pro) processes within ServiceNow.
Financial Analyst (Private Equity) JobotFinancial Analyst (Private Equity)Fort Worth, TX$80,000–$90,000 / yearInformation 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. This position works across Finance, Payroll, HR, Legal, and Compensation to support data analysis, reporting, reconciliations, and operational processes related to long-term incentive and equity programs.
Financial Analyst JobotFinancial AnalystSouthlake, TX$95,000–$110,000 / yearInformation 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. The successful candidate will play a crucial role in providing financial insights to support strategic decision-making, driving operational efficiency, and achieving business objectives.
SAP P2S Production Business Analyst Vaco LLCSAP P2S Production Business AnalystIrving, TXRemote$50–$100 / hourDetermining 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.
NewSr. Financial Analyst JobotSr. Financial AnalystDallas, TX$100,000–$125,000 / yearInformation 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. We're looking for a Senior Financial Analyst who enjoys partnering with operations, turning financial data into actionable insights, and helping leadership make strategic business decisions.
SAP B2R Business Analyst Vaco LLCSAP B2R Business AnalystIrving, TXRemote$50–$100 / hourThe SAP B2R Business Analyst will configure and support financial planning and reporting capabilities, write functional specifications, coordinate testing and UAT, troubleshoot production issues, and support month-end and year-end financial close activities. Determining 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.
Treasury Analyst JobotTreasury AnalystFort Worth, TX$90,000–$120,000 / yearInformation 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. We specialize in identifying unique market opportunities, acquiring high-potential businesses, and partnering closely with management teams to drive operational excellence.
NewJunior Data Scientist/Analyst/Java full stack developer SynergisticITJunior Data Scientist/Analyst/Java full stack developerDallas, TX$83,000–$127,000 / yearFull timeSince 2010, SynergisticIT has helped candidates return to the workforce and land full-time jobs at major employers—companies like Google, Apple, PayPal, Visa, Western Union, Wells Fargo, Intel, Citi, JPMC, Walmart Labs, Deloitte, and more—often with offers between $90,000 and $154,000 depending on role and expertise. SynergisticIT commonly supports hiring pipelines for roles such as junior software programmer, Java full stack engineer, Python/Java developer, DevOps/cloud engineer, plus data-track roles like data analyst, BI analyst, data engineer, data scientist, and ML/AI engineer.
NewERP Analyst Johnson Service GroupERP AnalystFt Worth, TX5+ years of experience with Order Functionality in one or more of the following sub sections: Order Release, Order Splits, Order Confirmations, Order Scraps, Order Cancellations, Order Date Revisions, Line Rejects, Part Number Rolls, Major Component Swaps. 5+ years of experience with Master Data in one or more of the following sub sections: Material Masters, Work Centers, MBOMs, Task Lists (Routings, Ref Op Sets, and General Maintenance Tasks Lists), and Change Masters.
Business System Analyst Pinnacle Technical ResourcesBusiness System AnalystDallas,, Texas$50–$70 / hourContractorThe specific compensation for this position will be determined by a number of factors, including the scope, complexity and location of the role as well as the cost of labor in the market; the skills, education, training, credentials and experience of the candidate; and other conditions of employment. This role involves serving as the Technology Development liaison and primary point of contact for requestors, whether Business or IT, and working across multiple organizations to align business strategies and functional architectures.
NewFinance Business Analyst NucorFinance Business AnalystDallas, TXNucor Business Technology (NBT) is seeking a highly skilled Business Analyst for its Finance team to work with NBT teammates and other partners to align, optimize, and deliver a fully functional ERP/MES solution to Nucor's Sheet, Plate and Structural Mills. Understand month-end and year-end close activities, including preparing journal entries, performing account reconciliations, and conducting financial analyses to help support the divisions.
Senior Fixed Asset & Lease Accounting Analyst CornerStone StaffingSenior Fixed Asset & Lease Accounting AnalystPlano, TX$65–$72 / hourThe Senior Fixed Asset & Lease Accounting Analyst ensures accurate accounting, compliance, and reporting for fixed assets and leased assets in accordance with GAAP. • Demonstrated ownership of the fixed-asset lifecycle, including acquisitions, capitalization, transfers, disposals, depreciation, reconciliations, journal entries, and period-end close.
Senior Business Analyst – Finance (Infor CloudSuite Financial Modules) PROLIM CorporationSenior Business Analyst – Finance (Infor CloudSuite Financial Modules)Dallas, TXFull timeUnderstand current-state processes, pain points, customizations, and validate future-state solutions. Lead testing activities including unit testing, SIT, E2E testing, and UAT.
NewSenior Financial Analyst (Manufacturing) Vaco LLCSenior Financial Analyst (Manufacturing)Richardson, TX$90,000–$110,000 / yearDetermining 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.
NewVPP Technology Analyst Pinnacle Technical ResourcesVPP Technology AnalystPlano,, Texas$42–$45 / hourContractorThe specific compensation for this position will be determined by several factors, including the scope, complexity, and location of the role, as well as the cost of labor in the market; the skills, education, training, credentials, and experience of the candidate; and other conditions of employment. Successfully placed or hired candidates would only be asked for banking details after accepting an offer from us during our official onboarding processes as part of payroll setup.
Data Strategy / Business Analyst Consultant Vaco LLCData Strategy / Business Analyst ConsultantAddison, TXRemote$75–$90 / hourThe role operates at the intersection of Business Analysis, Data Governance, Data Architecture, Technical Writing, and AI Enablement, requiring strong workshop facilitation, real-time documentation, business-to-technical translation, and the ability to communicate complex data concepts clearly. Determining 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.
NewApplication System Analyst II - HIM CHRISTUS HealthApplication System Analyst II - HIMIrving, TXPerforms working level process and requirement analysis, including process mapping though current flow charts, documents, future needs/plans, requirement elicitation, stakeholder analysis, and specification gathering to deliver cross team solutions. The Application System Analyst II serves as a liaison between system end-users (customers), operational leaders, additional support resources and vendors to design, build and optimize their assigned applications in a timely and high-quality manner.
NewEpic Analyst - HIM CHRISTUS HealthEpic Analyst - HIMIrving, TXPerforms working level process and requirement analysis, including process mapping though current flow charts, documents, future needs/plans, requirement elicitation, stakeholder analysis, and specification gathering to deliver cross team solutions. The Application System Analyst II serves as a liaison between system end-users (customers), operational leaders, additional support resources and vendors to design, build and optimize their assigned applications in a timely and high-quality manner.
ERP Business Analyst PROLIM CorporationERP Business AnalystDallas, TX$70–$75 / hourContractorThe ideal candidate will have strong functional expertise in Infor CloudSuite Financials, Lawson ERP, Finance, Procurement, and Supply Chain processes and the ability to work closely with business stakeholders and implementation teams. We are seeking an experienced Infor CloudSuite / Lawson ERP Consultant to support a large-scale enterprise ERP transformation initiative.
Senior Financial Analyst Vaco LLCSenior Financial AnalystPlano, TX$100,000–$115,000 / yearDetermining 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.
Sr. Tax Analyst JobotSr. Tax AnalystPlano, TX$80,000–$105,000 / yearInformation 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. The role requires a comprehensive understanding of tax laws and regulations, and the ability to effectively communicate complex tax information to a variety of stakeholders.
Business Systems Analyst HTC Global Services IncBusiness Systems AnalystTexas, TXFull timeWe are seeking a Business Systems Analyst to work closely with product owners, IT teams, and business stakeholders to gather requirements, design system solutions, and support implementation. This role focuses on improving business processes, supporting system development, ensuring quality delivery, and enabling data-driven decision-making.
NewApplication System Analyst Lead - HB/PB/HIM CHRISTUS HealthApplication System Analyst Lead - HB/PB/HIMIrving, TXApplies expert level understanding of assigned clinical/business operations, processes, and workflows; and accurately documents, discusses, and identifies dependencies with project team members and stakeholders. Leads process and requirement analysis, including process mapping through current flowcharts, documenting plans, requirements elicitation, stakeholder analysis, and specification gathering on complex projects.
NewApplication System Analyst Lead - Cadence / Grand Central / Prelude CHRISTUS HealthApplication System Analyst Lead - Cadence / Grand Central / PreludeIrving, TXApplies expert level understanding of assigned clinical/business operations, processes, and workflows; and accurately documents, discusses, and identifies dependencies with project team members and stakeholders. Leads process and requirement analysis, including process mapping through current flowcharts, documenting plans, requirements elicitation, stakeholder analysis, and specification gathering on complex projects.
NewApplication System Analyst Lead - MyChart CHRISTUS HealthApplication System Analyst Lead - MyChartIrving, TXApplies expert level understanding of assigned clinical/business operations, processes, and workflows; and accurately documents, discusses, and identifies dependencies with project team members and stakeholders. Leads process and requirement analysis, including process mapping through current flowcharts, documenting plans, requirements elicitation, stakeholder analysis, and specification gathering on complex projects.
NewJunior Data Analyst/AI/ML Programmer - Remote SynergisticITJunior Data Analyst/AI/ML Programmer - RemoteDallas, TXRemote$78,000–$127,000 / yearFull timeCurrently, We are looking for entry-level software programmers, Java Full stack developers, Python/Java developers, Data analysts/Data Engineers/ Data Scientists, Machine Learning engineers for full time positions with clients. Since 2010, we’ve helped thousands of candidates land full-time jobs at tech leaders like Google, Apple, PayPal, Visa, Western Union, Wells Fargo, Intel, Paypal, JPMC, Wayfair, BOA, CITI and hundreds more with Job offers of $95k to $154k.
Equity Compensation Analyst JobotEquity Compensation AnalystFort Worth, TX$90,000–$110,000 / yearInformation 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. Administer day-to-day activities related to employee compensation and incentive programs, including participant record maintenance, lifecycle events, and data updates.
Sr Robotics Analysts AxelonSr Robotics AnalystsFrisco, TXThe Senior Robotics Analyst develops business requirements for Robotic Process Automation (RPA) and Robotic Desktop Automation (RDA) related projects, assuring system specifications address the stated requirements and system testing occurs prior to project implementation. Working under limited supervision, this job contributes to the development and testing of robotic solutions and supports the administration of artificial intelligence workforce systems.
NewPython Automation cybersecurity Engineer PROLIM CorporationPython Automation cybersecurity EngineerPlano, TXContractorEssential Functions: · Design, build, and maintain automation for alert enrichment, correlation, triage, incident response, and case handoffs across SIEM/SOAR platforms such as Microsoft Sentinel, Defender/XDR, Azure Logic Apps, Tines, ServiceNow, Log Analytics, and Confluence. They will partner with detection engineers, incident responders, analysts, and platform owners to convert repeatable processes into reliable, governed automation and safely pilot emerging AI and agentic capabilities.
Onboarding Lead Analyst Pinnacle Technical ResourcesOnboarding Lead AnalystDallas, TexasIn addition, this individual is responsible for ensuring onboarding deliverables are consistent with client requirements, issues are identified and resolved in a timely manner, and client satisfaction is achieved throughout the onboarding process. The Onboarding Lead Analyst is responsible for managing the transition of new employees into Pinnacle Group effectively, accurately and timely.
Finance Analyst 1 Way Forward ConsultingFinance Analyst 1Plano, TX$28–$30 / hourContractorKEY RESPONSIBILITES/REQUIREMENTS: Pricing Audits: • Pillars of success: Timeliness, diligence and proofing work, clear/consistent communication, self-initiated investigations into issues while developing solutions independently, working collaboratively with the finance team, and engaging with team culture. • Submit daily pricing & audit claim/credits in SAP/ERP platform to submit and clear high volume deductions for Retail and Pro business channels.
Financial Analyst 1 Way Forward ConsultingFinancial Analyst 1Plano, TX$28–$30 / hourContractorKEY RESPONSIBILITES/REQUIREMENTS: Pricing Audits: • Pillars of success: Timeliness, diligence and proofing work, clear/consistent communication, self-initiated investigations into issues while developing solutions independently, working collaboratively with the finance team, and engaging with team culture. • Submit daily pricing & audit claim/credits in SAP/ERP platform to submit and clear high volume deductions for Retail and Pro business channels.
NewERP Analyst PlanIT GroupERP AnalystFort Worth, TXOrder Functionality – Order Release, Order Splits, Order Confirmations, Order Scraps, Order Cancellations, Order Date Revisions, Line Rejects, Part Number Rolls, Major Component Swaps. Master Data – Material Masters, Work Centers, MBOMs, Task Lists (Routings, Ref Op Sets, and General Maintenance Tasks Lists), and Change Masters.
NewCustomer service / Helpdesk Analyst MindlanceCustomer service / Helpdesk AnalystIrving, TX$20–$22 / hourContractorYou'll handle phone calls, confirm customer requests, answer basic questions, and keep accurate records of every interaction. Schedule: 3 days a week in office Tue-Thurs in office (Mon and Fri WFH).
Technology Recruiter at Jobot - Work 100% Remote! JobotTechnology Recruiter at Jobot - Work 100% Remote!Dallas, TXRemote$75,000–$500,000 / yearInformation 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. We combine experienced recruiters with advanced technology, including our proprietary software Jax and AI assistant Jeni, to help connect good people with good jobs!
Recruiter at Jobot - Work 100% Remote! JobotRecruiter at Jobot - Work 100% Remote!Dallas, TXRemote$75,000–$500,000 / yearInformation 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. We combine experienced recruiters with advanced technology, including our proprietary software Jax and AI assistant Jeni, to help connect good people with good jobs!
Manufacturing Recruiter at Jobot - Work 100% Remote! JobotManufacturing Recruiter at Jobot - Work 100% Remote!Dallas, TXRemote$75,000–$500,000 / yearInformation 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. We combine experienced recruiters with advanced technology, including our proprietary software Jax and AI assistant Jeni, to help connect good people with good jobs!
Accounting & Finance Recruiter at Jobot - Work 100% Remote! JobotAccounting & Finance Recruiter at Jobot - Work 100% Remote!Dallas, TXRemote$75,000–$500,000 / yearInformation 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. We combine experienced recruiters with advanced technology, including our proprietary software Jax and AI assistant Jeni, to help connect good people with good jobs!
Legal Recruiter at Jobot - Work 100% Remote! JobotLegal Recruiter at Jobot - Work 100% Remote!Dallas, TXRemote$75,000–$500,000 / yearInformation 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. We combine experienced recruiters with advanced technology, including our proprietary software Jax and AI assistant Jeni, to help connect good people with good jobs!
BI Consultant and Tableau Developer (Tool Engineer) TeleWorld SolutionsBI Consultant and Tableau Developer (Tool Engineer)Plano, TXFull timeShowcase Technical Artistry: Wield the full spectrum of Tableau’s advanced toolkit —from LOD calculations and parameters to forecasting, clustering, and geospatial mapping—to craft executive-level dashboards that are both visually stunning and analytically profound. Automate Intelligence: Unleash the power of Tableau, Alteryx, SQL, and Python/R to automate complex analysis, transforming raw data streams into a wellspring of proactive, business-ready insights—freeing our minds from manual reports.
NewFinancial Analyst/Technical Writer PlanIT GroupFinancial Analyst/Technical WriterGrand Prairie, TXTechnical writing skills, with the ability to assist engineering teams with documentation and technical writing tasks, including test plans, procedures, final reports and presentations. The ideal candidate will have strong financial analysis skills, excellent technical writing abilities, and proficiency in Microsoft Office suite.
NewPortfolio Manager Team Lead First Horizon BankPortfolio Manager Team LeadDallas, TXHeadquartered in Memphis, TN, the banking subsidiary First Horizon Bank operates in 12 states across the southern U.S. The Company and its subsidiaries offer commercial, private banking, consumer, small business, wealth and trust management, retail brokerage, capital markets, fixed income, and mortgage banking services. Portfolio Management Team Lead candidates are experienced commercial lending portfolio managers who have the ability to lead a team of Portfolio Managers and Credit Analysts and directly contribute to the commercial lending portfolio through their assigned partnership with local Relationship Managers.
Transaction Advisory Experienced Manager - Financial Due Diligence bdo consultingTransaction Advisory Experienced Manager - Financial Due DiligenceDallas, TX$130,000–$160,000 / yearThe annual allocation to the ESOP is fully funded by BDO through investments in company stock and grants employees the chance to grow their wealth over time as their shares vest and grow in value with the firm’s success, with no employee contributions. The Transaction Advisory Services Experienced Manager will be responsible for managing financial, accounting and operational due diligence engagements for both strategic and financial buyers throughout the United States.
Construction Recruiter at Jobot - Work 100% Remote! JobotConstruction Recruiter at Jobot - Work 100% Remote!Dallas, TXRemote$75,000–$500,000 / yearInformation 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. We combine experienced recruiters with advanced technology, including our proprietary software Jax and AI assistant Jeni, to help connect good people with good jobs!
NewSenior Staff Accountant - Hybrid Vaco LLCSenior Staff Accountant - HybridFort Worth, TX$85,000–$90,000 / yearDetermining 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.
NewCommercial Finance, Business Analyst BrinksCommercial Finance, Business AnalystCoppell, TXData Analysis and Interpretation - use historical data to generate insights into past business performance, helping to understand trends, patterns, and anomalies, track and analyze key performance indicators (KPIs), such as revenue, sales growth, customer acquisition, and others, to identify emerging trends. This individual performs financial analysis and provides insight into top accounts total revenue trends, this individual's mission will be to drive meaningful insights to inform effective decision-making, be responsible to design, build, and maintain dashboards and operationalize data.
Business Intelligence Developer ECLAROBusiness Intelligence DeveloperArlington, TX$60–$62 / hourStrong experience with Microsoft BI and database technologies, including Power BI, Power BI Report Server, SQL Server, SSAS Tabular, SQL Server Reporting Services, and advanced SQL development, including stored procedures, performance tuning, data modeling, and complex query development. Develop and support enterprise BI solutions using Microsoft reporting and analytics platforms, including Power BI, Power BI Report Server, SQL Server, SSAS Tabular, SQL Server Reporting Services, and related Microsoft data technologies.
Data Engineer JobotData EngineerAddison, TX$120,000–$160,000 / yearManaged connector experience — Fivetran strongly preferred; Airbyte, Stitch, or equivalent considered if connector setup, schema mapping, schema change policies, and MAR/MTU cost management are demonstrated. Handle sources Fivetran does not cover with lightweight Python scripts (SFTP, REST APIs, email-delivered files); bias toward replacing custom scripts with managed connectors over time.