Building Automation / BAS Applications Engineer JobotBuilding Automation / BAS Applications EngineerDallas, TX$90,000–$120,000 / yearA Texas-based building automation system software and controls contractor that specializes in the installation, repair, and service of BACnet DDC control and energy management systems. Texas-based building automation system software and controls contractor .
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.
Sales Engineer - Building Automation JobotSales Engineer - Building AutomationDallas, TX$85,000–$110,000 / yearAs our automation division continues to expand, we are seeking a highly technical Building Automation Systems Leader to drive design excellence, system innovation, and project execution across complex commercial and industrial environments. Our team works closely with engineers, contractors, and facility owners to deliver efficient, scalable control systems that optimize performance, energy usage, and occupant comfort across a wide range of building types.
Structural Engineer EIT/PE JobotStructural Engineer EIT/PEDallas, TX$110,000–$140,000 / 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. Responsibilities include developing and guiding a structural engineering team to produce construction documents using Revit and managing project schedules to meet deliverable requirements.
BAS Sales Engineer – Mission Critical / Data Centers JobotBAS Sales Engineer – Mission Critical / Data CentersDallas, TX$90,000–$120,000 / yearThis role focuses on developing and managing relationships with owners, operators, general contractors, engineering firms, and commissioning teams involved in hyperscale, colocation, and enterprise data center projects. A building automation and systems integration company that designs and implements building management and electrical power monitoring systems for mission-critical facilities, particularly data centers.
NewHVAC Controls Engineer – Building Automation JobotHVAC Controls Engineer – Building AutomationGrand Prairie, 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. A Texas-based building automation system software and controls contractor that specializes in the installation, repair, and service of BACnet DDC control and energy management systems.
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.
4G/5G RAN Test Engineer IV TeleWorld Solutions4G/5G RAN Test Engineer IVPlano, TXFull timeWith the experience of hundreds of thousands of successful implementations, including macro, DAS, Small Cells, and Wi-Fi, the world’s leading network operators and OEMs trust our knowledge and experience to plan, perform, troubleshoot, and implement an array of technologies and solutions. TeleWorld Solutions is a strategic wireless engineering and consulting firm offering network operators, OEMs and tower companies turnkey design, optimization, network dimensioning and deployment services.
Hardware Lab Engineer TeleWorld SolutionsHardware Lab EngineerPlano, TXFull timeWith the experience of hundreds of thousands of successful implementations, including macro, DAS, Small Cells, and Wi-Fi, the world’s leading network operators and OEMs trust our knowledge and experience to plan, perform, troubleshoot, and implement an array of technologies and solutions. TeleWorld Solutions is a strategic wireless engineering and consulting firm offering network operators, OEMs, and tower companies’ turnkey design, optimization, network dimensioning, and deployment services.
RF Engineer II TeleWorld SolutionsRF Engineer IIPlano, TXFull timeThe RF 5G Systems Engineer II will analyze network performance data, support system configuration and parameter optimization, and collaborate with RF engineering, RAN systems teams, and field operations to resolve complex technical issues. The RF 5G Systems Engineer II will work closely with cross-functional teams and vendor partners to help deliver high-performing wireless networks that support next-generation connectivity.
NewRF Engineer III TeleWorld SolutionsRF Engineer IIIPlano, TXFull timeTeleWorld Solutions is seeking a highly skilled RF Engineer III to lead advanced RF design and optimization initiatives across complex wireless network deployments. With a legacy of hundreds of thousands of successful implementations , we help our clients navigate the entire lifecycle of their network: from the first line of a design to the final optimization, and every critical decision about performance and value in between.
Mechanical Engineer JobotMechanical EngineerIrving, TX$105,000–$140,000 / 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. Top Ranked Engineering Consulting Firm with a collaborative, mission-driven engineering team dedicated to delivering high-quality MEP design solutions for complex projects.
Applications Engineer / Delta Controls BAS Programmer JobotApplications Engineer / Delta Controls BAS ProgrammerDallas, TXRemote$110,000–$130,000 / yearWorking alongside project managers, engineers, and field technicians, you'll be responsible for programming, commissioning, troubleshooting, and optimizing Delta Controls systems from project startup through completion. This position is best suited for someone with strong hands-on experience using the Delta Controls platform who enjoys solving complex controls challenges and delivering reliable, high-performing BAS solutions.
Senior / Lead .NET Software Engineer / SRE Vaco LLCSenior / Lead .NET Software Engineer / SREArlington, TX$60–$95 / hourNET skills to SRE tasks, including building custom tools for automation, reliability, and release engineering, creating GITHub Copilot context files to embed SRE practices (security / performance checks) early in development cycles, debugging / refactoring code in production environments, performing root-cause analysis, and iterating post-deployment. Database Design / Optimization – Oracle / MS SQL Server / NoSQL (CosmosDB) | SQL Scripting (hands-on) | Designing / Evolving Database Schemas | Performing Query Performance Analysis | Indexing to Deliver Scalable / Performant Services.
Senior .NET Software Engineer / SRE Vaco LLCSenior .NET Software Engineer / SREArlington, TX$60–$95 / hourNET skills to SRE tasks, including building custom tools for automation, reliability, and release engineering, creating GITHub Copilot context files to embed SRE practices (security / performance checks) early in development cycles, debugging / refactoring code in production environments, performing root-cause analysis, and iterating post-deployment. CI/CD / Release Engineering – Building / Maintaining YAML-Based CI/CD Pipelines in Azure DevOps | Automated Builds / Testing / Security Scans / Docker Image Creation / Deployments to AKS / App Services | Blue-Green Deployments / Feature Flags for Zero-Downtime Releases.
NewSr. Software Engineer (.NET / PHP) JobotSr. Software Engineer (.NET / PHP)Dallas, TXRemote$100,000–$140,000 / 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. You'll play a key role in designing, developing, and maintaining backend services for a mature SaaS platform while helping support an evolving technology stack.
NewStructural Design Engineer EIT NucorStructural Design Engineer EITTerrell, TXAssist in the Nucor Building Group sales and profit effort by providing safe and efficient designs for low-rise steel building systems, which include but not limited to structures such as airplane hangars, churches, gymnasiums, strip retail centers, and manufacturing/industrial buildings. Represent Nucor Building Group as an engineering resource in project meetings with customers, typically for reviewing design results or to present value engineering ideas.
Software Engineer NucorSoftware EngineerDallas, TXExperience building product features with direct user impact, demonstrated by gathering user feedback, iterating based on that feedback, and measuring outcomes through adoption, efficiency, quality, or other defined performance metrics. Nucor Business Technology (NBT) is building the next generation of manufacturing software for Nucor's steel operations — and we're looking for a Software Engineer who cares as much about outcomes as they do about code.
Performance Assurance Engineer TeleWorld SolutionsPerformance Assurance EngineerPlano, TXFull timeRequirements:• Bachelor’s Degree in Electrical Engineering; Advanced degree in Data Science or a related Data Engineering, or equivalent experience is beneficial• Strong technical knowledge of any wireless technology & procedures including CDMA/EVDO/LTE/Volte and 5G• Must possess expert-level understanding of operational measurements/counters to monitor and define Key Performance Indicators (KPIs)• Experience with evaluating service performance trends and proactively defining RAN system performance related issues• Experience with data visualization and ability to quickly grasp statistical methods, and methodologies. Must be skilled in developing and maintaining good working relationships with all appropriate levels within and outside the company• Operate a computer keyboard and view a video display terminal more than 75% of work time in an office work environment• Frequently works additional hours beyond normal schedule• Performs work under time schedules and stresses, which are normally periodic or cyclical and include time sensitive job stress, fatigue, unpaid over-time, intellectual challenge, constant technical data feedback, language barriers, and project management stress.•
Platform Engineer (DevOps / CI/CD / Automation / Observability) (SS27) Vaco LLCPlatform Engineer (DevOps / CI/CD / Automation / Observability) (SS27)Addison, TXRemote$95–$125 / 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.
Senior Software Engineer – Agentic AI Platform Pinnacle Technical ResourcesSenior Software Engineer – Agentic AI PlatformFort Worth, Texas$55–$60 / 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. While deep ML expertise is not required, the candidate should understand how LLMs work, recognize agentic patterns, and build reliable services around non-deterministic components.
Senior Software Development Engineer- AI Engineering & Operations Charles SchwabSenior Software Development Engineer- AI Engineering & OperationsSouthlake, TXTo ensure that we fulfill our promise of “challenging the status quo,” this role has specific qualifications that successful candidates should have: Required Qualifications: • 8+ years of software engineering, data engineering, or related experience, including experience delivering enterprise-scale solutions. Schwab Technology Services enables the future of how clients manage their money by providing innovative and reliable technology products and services as part of our ongoing commitment to democratize access to investing and financial planning.
New.NET Software Engineer / SRE I Vaco LLC.NET Software Engineer / SRE IArlington, TX$100,000–$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.
New.NET Software Engineer / SRE II Vaco LLC.NET Software Engineer / SRE IIArlington, TX$110,000–$145,000 / yearApplication Troubleshooting / Production Support – Troubleshooting Complex Production Issues via Root Cause Analysis / Exception Handling / Log Analysis / Performance Optimization | Debugging Enterprise Applications Supporting High Availability Platforms. NET Software Engineer / SRE II will work alongside Software Engineering and Site Reliability Engineering teams to develop, enhance, and support internal engineering solutions that improve application reliability, automation, and developer productivity.
NewSenior Software Backend Engineer – Java Microservices Pinnacle Technical ResourcesSenior Software Backend Engineer – Java MicroservicesFort Worth, Texas$60–$65 / hourContractorThis role requires strong hands-on experience with Java, Spring Boot, Kafka, and production support, along with the ability to deliver high-quality code, meet project timelines, and troubleshoot complex issues. The 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.
D365 F&O Solution Architect / Senior L3 Support Engineer Vaco LLCD365 F&O Solution Architect / Senior L3 Support EngineerAddison, TXRemote$65–$80 / 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.
NewSenior Operations Research Engineer Pinnacle Technical ResourcesSenior Operations Research EngineerFort Worth, Texas$75–$80 / hourContractorADLS?to?debug the?model?and find?issues;?mine input/output?datasets and?solver logs to surface?data-quality?and?infeasibility problems, derive insights, diagnose?root?causes,?and resolve modeling bugs (e.g., bad defaults,?constraint conflicts). 2. Commercial solver experience FICO Xpress strongly preferred or Gurobi/CPLEX/OR-Tools/Hexaly including solver tuning gaps threads seeds determinism and reading solver logs/.lp files.
NewAerospace Quality Engineer Davron LLCAerospace Quality EngineerDallas, TXAEROSPACE QUALITY ENGINEER | QUALITY ENGINEER | AS9100 | ISO | CORRECTIVE ACTION | ROOT CAUSE ANALYSIS | AUDITS | GD&T | BLUEPRINT READING | MICROMETERS | MRP SYSTEMS | MICROSOFT OFFICE . In this Aerospace Quality Engineer opportunity, you’ll combine hands-on quality engineering with audits, corrective action leadership, and supplier support in a fast-paced manufacturing environment.
Directory Services Security Engineer Pinnacle Technical ResourcesDirectory Services Security EngineerFort Worth, Texas$65–$70 / hourContractorDeploy, tune, and operate DLP and DAM solutions (e.g., Microsoft Purview DLP, Imperva/Guardium); build detections for PII/PCI/PHI and reduce false positives with policy and context improvements. Implement DSAR (data subject access request) orchestration and fulfillment with SLA monitoring; automate data collection, redaction, and secure delivery with audit trails.
Principal Data Engineer - Hybrid Genesis10Principal Data Engineer - HybridPlano, TX$150,000–$190,000 / yearTemporaryContractorFull timeRanked a Top Staffing Firm in the U.S. by Staffing Industry Analysts for six consecutive years, Genesis10 puts thousands of consultants and employees to work across the United States every year in contract, contract-for-hire, and permanent placement roles. With more than 300 active clients, Genesis10 provides access to many of the Fortune 100 firms and a variety of mid-market organizations across the full spectrum of industry verticals.
Mechanical Engineer (HVAC) Butler America AerospaceMechanical Engineer (HVAC)Grand Prairie, TX$70–$83 / hourFull time4) Experience delivering comprehensive engineering packages-from calculating initial cooling/heating loads to programming sequences of operation and validating final system performance. You will deliver comprehensive engineering packages-from calculating initial cooling/heating loads to programming sequences of operation and validating final system performance.
NewSenior Full-Stack Java Engineer Pinnacle Technical ResourcesSenior Full-Stack Java EngineerFort Worth, Texas$60–$65 / 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. Experience with Spring Security, Spring Integration, Spring JMS, Spring Cloud, Spring REST, TDD, and event-driven frameworks.
Manufacturing Test Engineer/MTE Tanisha SystemsManufacturing Test Engineer/MTEDallas, TXFull timeYou will work closely with engineering, operations, and manufacturing partners to execute validation test processes, troubleshoot hardware and test station issues, and help maintain efficient production test operations. Review test logs, identify failure signature, and provide insightful and actionable data to Operations Engineering teams including but not limited to Test Development Engineer (TDE) and Product Development Engineer (PDE).
Senior Java Backend Engineer Pinnacle Technical ResourcesSenior Java Backend EngineerFort Worth, Texas$60–$65 / hourContractorExpertise in web technologies such as Java EE, Spring MVC, Spring Web Flow, Struts, HTML, CSS, XML, Servlets, JSP, JavaScript, JQuery, JUnit, JSON, Ajax, Angular, and React. The 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.
NewSenior Security Engineer – PKI & Detection, Aircraft Security Pinnacle Technical ResourcesSenior Security Engineer – PKI & Detection, Aircraft SecurityFort Worth, Texas$60–$65 / hourContractorHands-on PKI engineering experience, including PKI solution design and operations, certificate enrollment protocols such as SCEP and EST, Certificate Policy/Certification Practice Statements (CP/CPS), trusted roles, Levels of Assurance, and NIST SP 800-63. The ideal candidate brings strong hands-on PKI engineering expertise, Microsoft Sentinel detection engineering experience, and the ability to work across technical teams to improve security, reliability, and scalability.
NewSenior Security Engineer – PKI & Detection Engineering, Aircraft Security Pinnacle Technical ResourcesSenior Security Engineer – PKI & Detection Engineering, Aircraft SecurityFort Worth, Texas$60–$65 / hourContractorHands-on PKI engineering experience, including PKI solution design and operations, certificate enrollment protocols such as SCEP and EST, Certificate Policy/Certification Practice Statements (CP/CPS), trusted roles, Levels of Assurance, and NIST SP 800-63. The ideal candidate brings strong hands-on PKI engineering expertise, Microsoft Sentinel detection engineering experience, and the ability to work across technical teams to improve security, reliability, and scalability.
NewSenior Engineer, Software Engineering Tools, Hardware Test Shield AISenior Engineer, Software Engineering Tools, Hardware TestDallas, TXThese solutions will be deeply embedded in daily workflows and represent some of the highest-impact software at the company, enabling teams to move faster, make better decisions, and bring advanced capabilities to life more efficiently. In this role, you’ll partner closely with engineers across disciplines to design, build, and support a wide range of tooling — from lightweight automation scripts and macros to more robust frameworks and platforms.
NewElectrical Engineer I AmrizeElectrical Engineer IDeSoto, TXEnsure electrical project work is completed is a safe, efficient and timely manner and in compliance with environmental requirements and to work in a cooperative manner to plan, schedule and execute all control system activities in the plant in order to maximize equipment utilization and reliability. This includes conducting systematic inspections on all plant electrical equipment, collection of quantitative data, its' organization and analysis using a variety of traditional as well as technically advanced diagnostic tools.
Commercial Construction Project Engineer - 2026 HITT ContractingCommercial Construction Project Engineer - 2026Dallas, TXMaster required job-specific and technical skills in order to promote to an assistant superintendent or assistant project manager following the 12-month training program including, but not limited to, the ability to: Set up and maintain jobsite office and all jobsite records, including project directory, construction documents, subcontractor directory, daily reports, submittal logs, RFI logs, subcontractor correspondence, etc. Ability to learn sector- and project-specific software systems, including but not limited to: Microsoft Office 365 (Project, Excel, Word, Outlook, PowerPoint, etc.), ProCore, Adobe Suite, BlueBeam, and JD Edwards software suite.
NewSenior Software Engineer II - AI Tooling and Interfaces DoubleVerifySenior Software Engineer II - AI Tooling and InterfacesDallas, TX$107,000–$193,000 / yearSoftware Engineer II in AI Tooling and Interfaces, youll design and build systems purpose-built for AI agents, automations, and decisioning engines that drive real outcomes for our clients and internal teams. If you enjoy turning high-volume data into clean, powerful systems—and you want your work to drive real business outcomes rather than just dashboards—this role puts you right at the center of the action.
Senior Full-Stack Software Engineer (Java/Angular) Pinnacle Technical ResourcesSenior Full-Stack Software Engineer (Java/Angular)Fort Worth, Texas$50–$55 / hourContractorPay Range: $50 - $55 The 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 position will also provide technical guidance to junior engineers, improve system performance and reliability, manage technical debt, and help teams follow secure and scalable development practices.
Software Engineer Gables Search GroupSoftware EngineerDallas, TX$120,000–$150,000Success in this role requires a balanced skill set—approximately 50% C#/.NET development and 50% SQL Server and enterprise data integration. As the modernization effort progresses, you'll continue expanding the organization's microservices architecture and enterprise integration platform.
Senior Data Engineer - Agentic AI Engineering BoomiSenior Data Engineer - Agentic AI EngineeringDallas, TXThis role focuses on building and operating scalable, high-quality data infrastructure that powers agentic AI systems, including LLM-based agents, multi-agent workflows, and tool-using AI systems. • Architect and build scalable, secure, and observable data infrastructure to power LLM-based agents, multi-agent systems, and tool-using AI workflows.
Electrical Engineer - Power Studies JobotElectrical Engineer - Power StudiesIrving, TX$110,000–$180,000 / 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. Their team helps ensure equipment operates safely and consistently by applying strong expertise in electrical engineering, on-site technical support, and workforce training.
Lead .NET Integration Developer/ Engineer Pinnacle Technical ResourcesLead .NET Integration Developer/ EngineerFort Worth, Texas$55–$60 / 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. The ideal candidate will play a pivotal role in leading development efforts for HRIS integration projects, collaborating with both onshore and offshore development teams.
Software Engineer (Full Stack Python) Tanisha SystemsSoftware Engineer (Full Stack Python)Dallas, TXFull time5 to 7 years of full Software Development Life Cycle (SDLC) experience designing, developing, and implementing large-scale applications (front-end and back-end development). · Decomposes intricate and interconnected designs into implementations that can be effectively built and maintained by less experienced engineers.
Data Modeller DexianData ModellerWestlake, TX$65–$68 / dayContractorFull timeGuiding engineers in the best approach to assembling large, complex data sets that meet functional / non-functional business requirements. Completing research to identify effective data designs, new tools and methodologies for data analysis.
Full Stack Engineer Kforce Inc.Full Stack EngineerWestlake, TX$64–$67Employee pay is based on factors like relevant education, qualifications, certifications, experience, skills, seniority, location, performance, union contract and business needs. By clicking “Apply Today” you agree to receive calls, AI-generated calls, text messages or emails from Kforce and its affiliates, and service providers.
NewLead iOS Software Engineer Kforce Inc.Lead iOS Software EngineerPlano, TX$60–$85Kforce has a client in Plano, TX that is seeking a Lead iOS Software Engineer who will serve as a seasoned member of an agile team to design and deliver trusted market-leading technology products in a secure, stable, and scalable way. Experience using enterprise-authorized AI-assisted development tools within the work environment (e.g., for coding, test creation, troubleshooting, or documentation) with demonstrated ability to critically evaluate, validate, and refine AI-generated outputs for correctness, performance, and security.
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.