Principal Eng P&C Qualus Power Services CorpPrincipal Eng P&CFLThe firm partners with utilities, commercial, industrial, data center, and government clients, and renewable and energy storage developers, offering comprehensive solutions through boutique and integrated advisory, planning, engineering, digital solutions, program management, energy efficiency and specialized field services. Development of complete engineering design packages for protective relaying and communications systems, including AC one-line and three-line diagrams, DC schematics, logic and functional diagrams, panel layouts, interconnection diagrams, relaying equipment specifications and bill of materials.
Field Engineering Technician III ICONField Engineering Technician IIIMiami, FLAny and all information provided will be considered confidential, will be kept separate from your application and/or personnel file, and will only be used in accordance with applicable laws, orders and regulations, including those that require the information to be summarized and reported to the federal government for civil rights enforcement purposes. Comfortable working in various outdoor environments, including extreme temperatures (above 100°F or below freezing), sun, rain, mud, and areas with limited infrastructure (e.g., lack of electricity).
NewSalesforce Technical Architect Team Lead City National Bank of FloridaSalesforce Technical Architect Team LeadCoral Gables, FLPartners with the Salesforce administration team on the platform''s data model and its sharing, visibility, and security architecture, providing technical design input and review on profiles, permission sets, field level security, encryption, and least privilege access design so that solutions remain aligned to Information Security policy. Designs and governs Salesforce integration architecture in coordination with the Integration team, including API led patterns mediated through the enterprise integration platform, event driven integration, and bulk and streaming data flows to core banking, identity, and data platforms.
NewSalesforce Technical Architect Team Leader City National Bank of FloridaSalesforce Technical Architect Team LeaderCoral Gables, FloridaPartners with the Salesforce administration team on the platform's data model and its sharing, visibility, and security architecture, providing technical design input and review on profiles, permission sets, field level security, encryption, and least privilege access design so that solutions remain aligned to Information Security policy. Designs and governs Salesforce integration architecture in coordination with the Integration team, including API led patterns mediated through the enterprise integration platform, event driven integration, and bulk and streaming data flows to core banking, identity, and data platforms.
Engineering Manager CompassEngineering ManagerAventura, FLWe are looking for leaders to head engineering teams within the following business areas: Broker Productivity: Focusing on streamlining complex transaction management, compliance, and back-office SaaS workflows to help managing brokers run their businesses seamlessly. Partner with Product & Business Stakeholders: Collaborate closely with Product, Design, and corporate departments to deeply understand user workflows, translating ambiguous operational requests into clear, structured, and phased technical specifications.
Senior Devops Engineer, Infrastructure & Reliability Worth AISenior Devops Engineer, Infrastructure & ReliabilityMiami, FLCloud & Infrastructure: AWS (EKS, RDS, MSK, S3, Lambda, IAM, VPC)Containerization & Orchestration: Kubernetes, ArgoCDInfrastructure-as-Code: TerraformCI/CD: GitHub ActionsMonitoring & Observability: DataDogData & Messaging: PostgreSQL, Kafka, RedisLanguages (as needed): Bash, Python, TypeScript, JavaScript. Worth AI, a leader in the computer software industry, is looking for a Senior DevOps Engineer to join our Infrastructure team with a singular mission: to make our systems faster, more reliable, and more resilient while making life dramatically easier for engineers shipping software.
Senior Salesforce Solution Architect Wounded Warrior Project, Inc.Senior Salesforce Solution ArchitectMiami, FL$103,448–$129,360 / yearAll resumes submitted by search firms to any employee at Wounded Warrior Project via email, the Internet or directly to hiring managers at Wounded Warrior Project in any form without a valid written search agreement in place will be deemed the sole property of Wounded Warrior Project, and no fee will be paid in the event the candidate is hired by Wounded Warrior Project as a result of the referral or through other means.". Attend and actively participate in required training and/or meetings, including but not limited to New Teammate Orientation, WWP Cares, ASIST Suicide Prevention training, Leadership training, culture/team based training, or departmental huddles.
AI Security Architect UKG IncAI Security ArchitectSunrise, FL$163,900–$235,550 / yearDefine security requirements for data protection, identity and access management, authorization, auditability, model input and output handling, prompt injection resistance, jailbreak resilience, sensitive data exposure prevention, model supply chain risk, and secure integration with enterprise systems. Knowledge of AI security risks such as prompt injection, insecure plugin or tool use, training data poisoning, model inversion, sensitive data disclosure, insecure output handling, excessive agency, model supply chain risk, and evaluation bypass.
Product Engineer Lakeview Loan ServicingProduct EngineerCoral Gables, FloridaRemote$140,000–$160,000 / yearFull timeWorking across the stack, this individual partners closely with Product, Engineering, and domain Subject Matter Experts (SMEs) to gain a deep understanding of user needs and rapidly turn that understanding into high -quality product experiences that feel innovative, natural, and trustworthy . This role contributes to the development and evolution of core systems , spanning net- new capabilities and enhancements to existing technology across frontend, backend, data, and cloud infrastructure within a regulated, high-stakes environment.
Sr AI Engineer I - Global Servicing Technology American Express CoSr AI Engineer I - Global Servicing TechnologySunrise, FLIn this role, you will develop AI-powered capabilities that bring greater intelligence and automation to dispute and fraud servicing processes, from improving quality and compliance monitoring through automated, insight-driven systems to enabling faster, more informed case handling using connected and enriched enterprise data. The Technology organization enables and accelerates the company's growth strategies, delivering global capabilities and services in support of Amex's customers and colleagues, while maintaining 24/7 servicing and availability to ensure an uninterrupted, high-quality customer experience.
Construction Document Coordinator VIP Systems, Inc.Construction Document CoordinatorMiramar, FL$25–$32This role is responsible for maintaining accurate project records, coordinating document workflows, tracking revisions, managing submittals and RFIs, assisting with permitting and inspections, and ensuring project teams always have access to the latest approved information. VIP Systems is seeking a highly organized and detail-oriented Construction Document Coordinator to support our Project Management team by overseeing project documentation from pre construction through project closeout.
Sr. IT Business Analyst Starboard Cruise ServicesSr. IT Business AnalystMiami, FloridaFull timeEngage with business leaders to fully understand business needs, manage, and influence key stakeholders, demonstrating consultation and relationship management skills at the technical and business leadership levels. A successful IT Business Analyst is a great communicator, mediator and capable of building partnership with business stakeholders in all levels of the organization, becoming a recognized expert and resource to the user communities they support.
Engineering Manager Compass IncEngineering ManagerAventura, FLWe are looking for leaders to head engineering teams within the following business areas: Broker Productivity: Focusing on streamlining complex transaction management, compliance, and back-office SaaS workflows to help managing brokers run their businesses seamlessly. Partner with Product & Business Stakeholders: Collaborate closely with Product, Design, and corporate departments to deeply understand user workflows, translating ambiguous operational requests into clear, structured, and phased technical specifications.
Senior Application Security Engineer Canary Technologies CorpSenior Application Security EngineerFLRemoteCanary was named a 2024 Deloitte Technology Fast 500 company, a Most Innovative Company by Fast Company and a HotelTechReport Best Place to Work - and is backed by top Silicon Valley investors like Y Combinator, F-Prime, Brighton Park Capital and Insight Partners. We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information.
Strategic Alliance Manager III, Security, Google Cloud Google LLCStrategic Alliance Manager III, Security, Google CloudMiami, FLExperience with Security Operations (SecOps) toolset including Security Information and Event Management (SIEM), Security Orchestration, Automation, and Response (SOAR), Threat Intelligence and Endpoint Detection and Response (EDR) tools. Experience managing business performance of partners and mapping partner capabilities and priorities to meet/exceed quarterly revenue targets and drive quarterly business reviews with key security partners.
AI Forward Deployed Engineer Principal Holland America Line N.V.AI Forward Deployed Engineer PrincipalMiami, FLKnowledge & Skills: Scope: The Senior Principal AI Forward Deployed Engineer operates as a technical leader across multiple business units-including Strategy & Analytics, Finance, Guest Services, Revenue Management, Operations, Marketing, and beyond-embedding directly with teams to architect and deploy enterprise-grade AI solutions in both shoreside and shipboard environments. This role serves as the critical bridge between technical capabilities and real-world business needs, ensuring AI initiatives advance beyond proof-of-concept to deliver innovation, competitive advantage, and tangible outcomes-including revenue growth, cost reduction, improved satisfaction scores, and new capabilities that were previously unattainable.
Senior Automation Lead Functional API Testing ApolisSenior Automation Lead Functional API TestingMiami, FL$35–$38 / hourWe are seeking a highly experienced Senior Automation Lead with strong hands-on expertise in Playwright and Karate Framework to lead API and functional test automation initiatives. The ideal candidate will be responsible for designing, developing, and executing automated API test solutions while ensuring the quality, reliability, and performance of enterprise applications.
HR Technology Manager Motorola Solutions IncHR Technology ManagerFLRemote$150,000–$165,000 / yearThis role requires a unique blend of technical expertise, project management, and people leadership, with a focus on evaluating future-state architecture, including potential system migrations to support our growing global workforce. Lead the HCM Strategy Evolution: Conduct periodic market analysis and feasibility studies to determine if current platforms (Workday) meet future business needs, leading migration efforts to alternative HCM systems if required.
Quality Assurance Analyst Harris Computer SystemsQuality Assurance AnalystFlorida, FL$55,000–$65,000 / yearReporting to the Mobile Team Lead, the Quality Assurance Analyst's key responsibilities will include: Create, maintain, and execute test plans, test cases, and test scripts for new features, bug fixes, integrations, customer scenarios, and release validation, including functional, exploratory, regression, and developer work item testing. Document, investigate, reproduce, track, and validate software defects, enhancement requests, and customer-reported issues in collaboration with developers, product owners, support staff, and other stakeholders.
Full Stack Engineer Revolutional, LLCFull Stack EngineerMiami, FLRemote$110,000–$160,000 / yearBuilt and enhanced Java/Spring Boot applications integrated with Palantir Foundry , leveraging REST APIs, microservices, and cloud-native technologies to support enterprise data management and operational workflows. We apply modern capabilities, including AI/ML, cloud, cybersecurity, and IT modernization to solve complex challenges, enable faster and more secure operations, and drive measurable mission outcomes.
Associate Full Stack Engineer Revolutional, LLCAssociate Full Stack EngineerMiami, FLRemote$75,000–$100,000 / yearBuilt and enhanced Java/Spring Boot applications integrated with Palantir Foundry , leveraging REST APIs, microservices, and cloud-native technologies to support enterprise data management and operational workflows. We apply modern capabilities, including AI/ML, cloud, cybersecurity, and IT modernization to solve complex challenges, enable faster and more secure operations, and drive measurable mission outcomes.
Senior Modernization Architect Kyndryl IncSenior Modernization ArchitectNo City, FL$179,760–$341,520 / yearIn this client-facing role, you will lead engagements from discovery through MVP - assessing existing architectures, designing modernization roadmaps, and building custom AI agents and automated workflows that unlock lasting business value. Kyndryl currently does not require employees to be fully vaccinated against COVID-19, however, if you are hired to work at a client, customer, or partner location, you may be required to show proof of vaccination to align with their respective COVID-19 vaccination policies.
Senior Full Stack Engineer Revolutional, LLCSenior Full Stack EngineerMiami, FLRemote$130,000–$185,000 / yearBuilt and enhanced Java/Spring Boot applications integrated with Palantir Foundry , leveraging REST APIs, microservices, and cloud-native technologies to support enterprise data management and operational workflows. We apply modern capabilities, including AI/ML, cloud, cybersecurity, and IT modernization to solve complex challenges, enable faster and more secure operations, and drive measurable mission outcomes.
Interiors Superintendent - Multifamily Michael Page InternationalInteriors Superintendent - MultifamilyAventura, Florida$100,000–$130,000 / yearFull timeJob DescriptionProject ExecutionOversee all interior construction activities including:Framing and drywallInsulationInterior doors and hardwareMillwork and cabinetryFlooringTile installationPainting and wall finishesAppliancesMechanical, electrical and plumbingAmenities and common areasManage unit turnover sequencing to support project milestones and occupancy requirements. Experience managing large-scale mid-rise or high-rise multifamily interiors projectsStrong knowledge of construction sequencing, building systems, and interior finishing trades.
SME – Automotive (Copy) SynthbeeSME – Automotive (Copy)Pembroke Pines, FloridaDeep Manufacturing Literacy: Hands-on experience designing for and simulating at least two of the following: High-speed machining, Sheet Metal (stamping/pressing), Injection Molding, or Additive Manufacturing. Design for Manufacturability (DfM) Oversight: Review generated geometry to ensure compatibility with machining tool-paths, mold draft angles, or sheet metal bend radii.
Principal, AI Forward Deployment Engineer Carnival Corp LtdPrincipal, AI Forward Deployment EngineerMiami, FLKnowledge & Skills: Scope: The Senior Principal AI Forward Deployed Engineer operates as a technical leader across multiple business units-including Strategy & Analytics, Finance, Guest Services, Revenue Management, Operations, Marketing, and beyond-embedding directly with teams to architect and deploy enterprise-grade AI solutions in both shoreside and shipboard environments. This role serves as the critical bridge between technical capabilities and real-world business needs, ensuring AI initiatives advance beyond proof-of-concept to deliver innovation, competitive advantage, and tangible outcomes-including revenue growth, cost reduction, improved satisfaction scores, and new capabilities that were previously unattainable.
IT Business Analyst II Leon RecruitmentIT Business Analyst IIMiami, FLThe ideal candidate will have experience in gathering business requirements, writing detailed technical documentation, and developing comprehensive test cases. This role requires strong analytical skills, excellent communication, and the ability to collaborate with cross-functional teams to ensure the successful implementation of business solutions.
NewForward Deployed Engineer- Snowflake Deloitte Touche Tohmatsu LtdForward Deployed Engineer- SnowflakeMiami, FL$134,500–$265,100 / yearAt Deloitte, Forward Deployed Engineers (FDE) don't just build AI solutions, they help clients turn AI ambition into enterprise-scale impact, pairing leading class engineering with pod-based delivery and vertical expertise. This requires a highly motivated practitioner who moves with speed and precision, building working software, engaging confidently with senior stakeholders and engineers to bring measurable business impact from day one.
Engineer, Test Engineering Roth Staffing CompaniesEngineer, Test EngineeringWeston, Florida$45–$45.16 / hourParticipate in daily Scrum meetings, Sprint planning, Sprint Retrospective, and Backlog grooming meetings with Scrum team members to support cross-functional teams and execute testing for multiple ongoing projects. * Collaborate closely with developers, product owners, and other team members to fully understand requirements and ensure high-quality implementations and application changes.
Cyber ServiceNow - Senior Consultant Deloitte Touche Tohmatsu LtdCyber ServiceNow - Senior ConsultantMiami, FL$105,400–$207,800 / yearAnalyzing processes, controls, and tools to identify opportunities for ServiceNow configuration and automation across IT Operations Management, IT Asset Management, Integrated Risk Management, Security Operations, Third-Party Risk Management, and ServiceNow AI Control Tower use cases. 2+ years of experience designing, configuring, or implementing ServiceNow solutions in one or more of the following modules: IT Operations Management, IT Asset Management, Integrated Risk Management, Security Operations, or Third-Party Risk Management.
DevSecOps Pipeline Engineer MaximusDevSecOps Pipeline EngineerMiami, FLFull timeMaximus compensation is based on various factors including but not limited to job location, a candidate's education, training, experience, expected quality and quantity of work, required travel (if any), external market and internal value analysis including seniority and merit systems, as well as internal pay alignment. - Hands-on experience with DevSecOps toolchains, including code quality (SonarQube), security scanning (Checkmarx), artifact management (Nexus), and automated testing tools.
Client Integration Delivery Manager BankUnited IncClient Integration Delivery ManagerMiami Lakes, FLAs the Client Integration Delivery Manager, you will be responsible for establishing team goals in addition to developing short-term and long-term strategies to manage client and partner integrations. In addition, the Client Integration Delivery Manager will lead a team to architect, design, troubleshoot, and optimize client-facing API integrations within the Bank's Integration Platform.
Senior Site Reliability Engineer, Fleet Management MongoDB IncSenior Site Reliability Engineer, Fleet ManagementMiami, FLMongoDB's unified database platform, the most widely available, globally distributed database on the market, helps organizations modernize legacy workloads, embrace innovation, and unleash AI. As our infrastructure scales to support new use cases and products, we are spearheading a migration from Terraform-based Infrastructure as Code (IaC) to an Operator-driven lifecycle management model.
DevSecOps Engineer Rumble IncDevSecOps EngineerMiami, FL$165,000–$195,000 / yearThis is a hands-on engineering role that owns our Secure Software Development Lifecycle (SSDLC) end to end: you'll design it, operate it, partner with engineering teams to remediate vulnerabilities, and continuously harden the CI/CD pipelines that ship Rumble Cloud to production. You should be comfortable reviewing pipeline configurations, triaging SAST, DAST, SCA, and container scanning findings with developers, and driving practical security improvements across Python, Go, and TypeScript codebases without becoming a bottleneck to delivery.
Staff Engineer - Full Time - Remote Experity IncStaff Engineer - Full Time - RemoteFLRemote$121,400–$161,500 / yearExperity is a mission-driven team transforming on-demand healthcare across the U.S., empowering urgent care clinics with industry-leading software that makes care faster, easier, and more patient-focused. Joining us means doing meaningful work that directly improves the healthcare experience for millions-from helping families access care quickly to ensuring clinics run smoothly behind the scenes.
Development Manager / Technical Lead for Engineering Consultant Moffatt & NicholDevelopment Manager / Technical Lead for Engineering ConsultantMiami, FLThe firm provides clients worldwide with customized service and a level of excellence that have become the firm's hallmark in several primary practice areas - ports and harbors; coastal, environmental and water resources; urban waterfronts and marinas; transportation, bridges and rail; inspection and rehabilitation; and energy. As part of the IT Group, the Development Manager / Technical Lead is a highly experienced technical leader and working manager responsible for leading and empowering the development team to deliver high-quality software solutions that align with the firm's objectives.
Enterprise Applications Architect Sprinklr IncEnterprise Applications ArchitectFL$177–$295Sprinklr's unified platform provides powerful solutions for every customer-facing team - spanning social media management, marketing, advertising, customer feedback, and omnichannel contact center management - enabling enterprises to unify data, break down silos, and act on real-time insights. While Unified Customer Experience Management (Unified-CXM) as a category is just getting started, we are well on our way to creating a no-compromise, unified approach to better customer experiences for the world's leading enterprise brands.
Sr. Business Central Dev Starboard Cruise ServicesSr. Business Central DevMiami, FloridaFull timeThe Senior Business Central Developer works under the direction of the Senior Manager, Application Development and Data Services, applying development skills to solve complex business problems in a timely manner. Familiarity with running Business Central / NAV on-premises (Windows Server, IIS, the Business Central Server / NAV service tier, and SQL Server databases).
Head of Revenue (Edtech) HyperionDevHead of Revenue (Edtech)Florida City, FLYou’ll combine commercial leadership with operational excellence, using data, technology and process design to increase conversion, improve forecasting, strengthen execution and build the infrastructure that enables sustainable revenue growth across multiple international markets. We are dedicated to closing the global tech skills gap, and we achieve this by integrating tech education with human mentorship and expert code review powered by a workforce in Southern Africa, which lowers the cost of an accessible education in technology.
Lead AI Engineer OneStream Software LLCLead AI EngineerFort Lauderdale, FLRemote$151,000–$196,000 / yearIt's the only enterprise finance platform that unifies financial and operational data, embeds AI for better decisions and productivity, and empowers the CFO to become a critical driver of business strategy and execution. Must be a self-starter, continuously learning both best code practices and the latest applications and failures of AI in products, and domains of the products you integrate our AI capabilities into.
Head Of Corporate IT FlowHead Of Corporate ITBay Harbor Islands, FLThis leader owns corporate IT strategy and operations end to end: employee support, identity and access, devices and asset management, collaboration platforms, corporate applications, workplace technology, vendors, and the Corporate IT budget. Flow is advanced in its use of AI, and enterprise AI enablement is a core pillar of this role: you will own the governance, access, and vendor management of Flow's AI tool ecosystem and help the organization evaluate, deploy, and scale tools that improve productivity and business performance.
Applications (ServiceNow) Engineer ChenMed LLCApplications (ServiceNow) EngineerMiami, FL$91,165–$130,235 / yearA minimum of 3 years' experience administering or configuring enterprise COTS/SaaS applications in a corporate environment required Hands-on experience with at least one enterprise COTS/SaaS platform required (e.g., Salesforce, ServiceNow, or Workday) Active certification in a relevant enterprise platform preferred (e.g., Salesforce Certified Administrator or Platform Developer, ServiceNow Certified System Administrator or CIS, Workday Pro Certification). The incumbent in this role works across one or more enterprise COTS/SaaS platforms - such as Salesforce, ServiceNow, or Workday - to deliver scalable, reliable, and user-centered application solutions while impacting technical strategy, solution design and operational excellence aligned with business needs.
Senior DevOps Engineer (US REMOTE) Motorola Solutions IncSenior DevOps Engineer (US REMOTE)Plantation, FLRemote$140,000–$170,000 / yearWe help our customers engage with responders, households, schools, businesses, employees, students and other stakeholders to deliver critical communications, coordinate response, and exchange life-saving information. The solutions we create apply exciting technologies such as geospatial visualization and analytics, high throughput communications, artificial intelligence, and numerous integrations with Motorola and partner systems.
Senior Security Engineer, Exploits, Google Threat Intelligence Group Google LLCSenior Security Engineer, Exploits, Google Threat Intelligence GroupFLXNote: By applying to this position you will have an opportunity to share your preferred working location from the following: Remote locations: Virginia, USA; Florida, USA; Georgia, USA; Maine, USA; North Carolina, USA; New York, USA. This role involves close collaboration with various security teams across Google to develop and implement effective countermeasures, contributing directly to risk disruption and enhancing our collective security posture.
DevOps Engineer, Lion Holdings ValuetainmentDevOps Engineer, Lion HoldingsFort Lauderdale, FLFull timeHe/She works closely with software developers, system operators, and other IT staff members to oversee code releases and deployments, streamline operations, and implement best practices for continuous integration and continuous delivery (CI/CD). The DevOps Engineer is responsible for managing the infrastructure, automating deployment processes, and ensuring the reliability and scalability of our systems.
Lead AI Engineer OneStream SoftwareLead AI EngineerFort Lauderdale, FLRemote$151,000–$196,000 / yearIt's the only enterprise finance platform that unifies financial and operational data, embeds AI for better decisions and productivity, and empowers the CFO to become a critical driver of business strategy and execution. Must be a self-starter, continuously learning both best code practices and the latest applications and failures of AI in products, and domains of the products you integrate our AI capabilities into.
Product Lead, OS Platform KORE1 TechnologiesProduct Lead, OS PlatformFort Lauderdale, CA$120,000–$200,000 / yearThis role will shape how the platform scales: how intake becomes useful clinical context, how providers and clinic teams manage their work, how orders and prescriptions are tracked, how clients understand performance, how APIs and permissions become stronger platform capabilities, and how applied AI/ML is responsibly introduced into high-consequence workflows. Strong product leadership will make the platform simpler and more durable by turning repeated workflows into shared systems, edge cases into clearly defined states, and client-specific requests into reusable capabilities.
Full Stack Engineer - III (React, AWS) INSPYR SolutionsFull Stack Engineer - III (React, AWS)Miramar, FLRemote$60–$70 / hourYou will own feature delivery end-to-end within your product domain — writing production-quality React code, contributing to architectural decisions, and ensuring our MFE applications are performant, maintainable, and secure. Information collected and processed through your application with INSPYR Solutions (including any job applications you choose to submit) is subject to INSPYR Solutions’ Privacy Policy and INSPYR Solutions’ AI and Automated Employment Decision Tool Policy: https://www.inspyrsolutions.com/policies/ .
IT Business Analyst I Leon RecruitmentIT Business Analyst IMiami, FLWe are seeking a motivated Business Analyst to join our client a Fortune 200 company in Miami FL, delivering projects that align business needs with technical solutions. Evaluate gathered requirements for feasibility, relevance, and impact, and work closely with technical teams to ensure proposed solutions align with business needs.
Director, PEPI - Technology Services CTO Domain Alvarez & Marsal Holdings LLCDirector, PEPI - Technology Services CTO DomainMiami, FLThis role requires a practitioner who has operated inside or directly alongside engineering and product organizations-someone who has personally led SDLC transformations, managed engineering teams, governed AI coding tool rollouts, or run DevOps programs at scale-and who can translate that hands-on operating experience into rapid, credible impact within the compressed timelines of a PE holding period. Govern LLMOps at enterprise scale: RAG pipeline architecture and optimization (chunking strategies, embedding models, vector database selection-Pinecone, Weaviate, Qdrant, pgvector), prompt versioning, evaluation frameworks (RAGAS, LangSmith, Phoenix), and inference cost governance.