25 of 25 Permanent AWS Certified Solutions Architect Jobs in London

the foundation to success in IBM Consulting. In your role, you'll be encouraged to challenge the norm, investigate ideas outside of your role, and come up with creative solutions resulting in ground breaking impact for a wide network of clients. Our culture of evolution and empathy centers on long-term career growth and development opportunities in an environment … stand-ups, sprint planning, and retrospectives. Contribute to the continuous improvement of our team's processes and help us become more efficient. Identify opportunities for improvement and propose innovative solutions to keep our client ahead of the curve. Meet project deadlines and achieve company objectives, helping us bring our mission to life Required technical and professional expertise Responsibilities: Lead … the design, implementation, and management of AWS infrastructure and DevOps workflows to support the development and deployment of scalable applications Collaborate with software developers, system operators, and other IT staff to manage version control, build automation, and deployment processes Develop and implement automated processes and orchestrate CI/CD pipelines using tools such as Jenkins, GitLab, CircleCI, etc. Ensure More ❯

Job ID: AWS EMEA SARL (UK Branch) The Amazon Web Services Professional Services (ProServe) team is seeking a highly skilled and versatile Engagement Manager (EM) to join our team and lead the delivery of complex cloud solution projects. In this role you will combine technical expertise with strong project leadership skills to drive successful implementations of AWS-based … solutions for our clients. You will bridge business requirements with technical solutions, facilitating technical discussions and ensuring alignment with customer outcomes. Applying AWS frameworks like Well-Architected and Cloud Adoption Framework while demonstrating technical credibility across diverse stakeholders, you will distill customer needs into clear technical requirements, decompose complex problems, and make informed trade-off decisions considering … performance, scalability, security, and business impact. Possessing strong technology and program/project management experience, you will validate technical solutions against business goals, recognize when additional technical evaluation is needed, and manage technical risks. You will be expected to achieve and maintain relevant AWS certifications, develop domain-specific expertise, and effectively communicate technical concepts to both technical and More ❯

At HCL Technologies, we are committed to driving digital transformation and delivering cutting-edge solutions to our global clients. Our collaborative culture, global footprint, and commitment to continuous learning create an environment where innovation thrives and careers grow. Role Summary We are hiring: Java Architect -Devops &AWS || HCLtech || Java Technical Specialist with DevOps,AWS Architecture. Job … Summary : The Technical Specialist will be responsible for managing DevOps solutions, AWS architecture, and Java applications. The role involves ensuring efficient and reliable operation of cloud based systems, implementing automation processes, and optimizing Java applications. The Technical Specialist will collaborate with cross functional teams to drive innovation and continuous improvement in software development processes. Key Responsibilities : Design and … implement devops solutions to automate and streamline operations. Create and maintain aws cloud architectures for scalability, security, and performance. Develop and maintain java applications with a focus on efficiency and reliability. Monitor system performance and implement optimizations as needed. Collaborate with software development teams to troubleshoot issues and implement solutions. Stay updated on emerging technologies and best practices More ❯

At HCL Technologies, we are committed to driving digital transformation and delivering cutting-edge solutions to our global clients. Our collaborative culture, global footprint, and commitment to continuous learning create an environment where innovation thrives and careers grow. Role Summary We are hiring: Java Architect -Devops &AWS || HCLtech || Java Technical Specialist with DevOps,AWS Architecture. Job … Summary : The Technical Specialist will be responsible for managing DevOps solutions, AWS architecture, and Java applications. The role involves ensuring efficient and reliable operation of cloud based systems, implementing automation processes, and optimizing Java applications. The Technical Specialist will collaborate with cross functional teams to drive innovation and continuous improvement in software development processes. Key Responsibilities : Design and … implement devops solutions to automate and streamline operations. Create and maintain aws cloud architectures for scalability, security, and performance. Develop and maintain java applications with a focus on efficiency and reliability. Monitor system performance and implement optimizations as needed. Collaborate with software development teams to troubleshoot issues and implement solutions. Stay updated on emerging technologies and best practices More ❯

At HCL Technologies, we are committed to driving digital transformation and delivering cutting-edge solutions to our global clients. Our collaborative culture, global footprint, and commitment to continuous learning create an environment where innovation thrives and careers grow. Role Summary We are hiring: Java Architect -Devops &AWS || HCLtech || Java Technical Specialist with DevOps,AWS Architecture. Job … Summary : The Technical Specialist will be responsible for managing DevOps solutions, AWS architecture, and Java applications. The role involves ensuring efficient and reliable operation of cloud based systems, implementing automation processes, and optimizing Java applications. The Technical Specialist will collaborate with cross functional teams to drive innovation and continuous improvement in software development processes. Key Responsibilities : Design and … implement devops solutions to automate and streamline operations. Create and maintain aws cloud architectures for scalability, security, and performance. Develop and maintain java applications with a focus on efficiency and reliability. Monitor system performance and implement optimizations as needed. Collaborate with software development teams to troubleshoot issues and implement solutions. Stay updated on emerging technologies and best practices More ❯

At HCL Technologies, we are committed to driving digital transformation and delivering cutting-edge solutions to our global clients. Our collaborative culture, global footprint, and commitment to continuous learning create an environment where innovation thrives and careers grow. Role Summary We are hiring: Java Architect -Devops &AWS || HCLtech || Java Technical Specialist with DevOps,AWS Architecture. Job … Summary : The Technical Specialist will be responsible for managing DevOps solutions, AWS architecture, and Java applications. The role involves ensuring efficient and reliable operation of cloud based systems, implementing automation processes, and optimizing Java applications. The Technical Specialist will collaborate with cross functional teams to drive innovation and continuous improvement in software development processes. Key Responsibilities : Design and … implement devops solutions to automate and streamline operations. Create and maintain aws cloud architectures for scalability, security, and performance. Develop and maintain java applications with a focus on efficiency and reliability. Monitor system performance and implement optimizations as needed. Collaborate with software development teams to troubleshoot issues and implement solutions. Stay updated on emerging technologies and best practices More ❯

We are seeking an experienced AWS Architect with valid eDV clearance to design, build, and maintain secure, scalable, and high-performing cloud infrastructure. This role involves working across development and operations teams to enable resilient platforms through modern cloud practices, automation, and container orchestration. You will be instrumental in shaping enterprise-ready cloud solutions by applying deep … technical expertise in AWS alongside knowledge of multi-cloud environments, identity management, observability, and cost optimisation. Key Responsibilities Design and implement secure, scalable AWS cloud architectures Drive Infrastructure as Code (IaC) adoption using Terraform and CloudFormation Build, optimise, and automate CI/CD pipelines with Jenkins, GitHub Actions, and related tools Deploy and manage containerised solutions with … security and access controls using IAM, Vault, and Secrets Manager Enhance platform observability using Prometheus, Grafana, and ELK Stack Collaborate with cross-functional teams to deliver robust, high-availability solutions Key Skills & Experience Extensive hands-on experience with AWS (Azure knowledge beneficial) Expertise in Terraform, CloudFormation, and automation tooling Strong containerisation skills with Kubernetes, Docker, and related platforms More ❯

We are seeking an experienced AWS Architect with valid eDV clearance to design, build, and maintain secure, scalable, and high-performing cloud infrastructure. This role involves working across development and operations teams to enable resilient platforms through modern cloud practices, automation, and container orchestration. You will be instrumental in shaping enterprise-ready cloud solutions by applying deep … technical expertise in AWS alongside knowledge of multi-cloud environments, identity management, observability, and cost optimisation. Key Responsibilities Design and implement secure, scalable AWS cloud architectures Drive Infrastructure as Code (IaC) adoption using Terraform and CloudFormation Build, optimise, and automate CI/CD pipelines with Jenkins, GitHub Actions, and related tools Deploy and manage containerised solutions with … security and access controls using IAM, Vault, and Secrets Manager Enhance platform observability using Prometheus, Grafana, and ELK Stack Collaborate with cross-functional teams to deliver robust, high-availability solutions Key Skills & Experience Extensive hands-on experience with AWS (Azure knowledge beneficial) Expertise in Terraform, CloudFormation, and automation tooling Strong containerisation skills with Kubernetes, Docker, and related platforms More ❯

We are seeking an experienced AWS Architect with valid eDV clearance to design, build, and maintain secure, scalable, and high-performing cloud infrastructure. This role involves working across development and operations teams to enable resilient platforms through modern cloud practices, automation, and container orchestration. You will be instrumental in shaping enterprise-ready cloud solutions by applying deep … technical expertise in AWS alongside knowledge of multi-cloud environments, identity management, observability, and cost optimisation. Key Responsibilities Design and implement secure, scalable AWS cloud architectures Drive Infrastructure as Code (IaC) adoption using Terraform and CloudFormation Build, optimise, and automate CI/CD pipelines with Jenkins, GitHub Actions, and related tools Deploy and manage containerised solutions with … security and access controls using IAM, Vault, and Secrets Manager Enhance platform observability using Prometheus, Grafana, and ELK Stack Collaborate with cross-functional teams to deliver robust, high-availability solutions Key Skills & Experience Extensive hands-on experience with AWS (Azure knowledge beneficial) Expertise in Terraform, CloudFormation, and automation tooling Strong containerisation skills with Kubernetes, Docker, and related platforms More ❯

We are seeking an experienced AWS Architect with valid eDV clearance to design, build, and maintain secure, scalable, and high-performing cloud infrastructure. This role involves working across development and operations teams to enable resilient platforms through modern cloud practices, automation, and container orchestration. You will be instrumental in shaping enterprise-ready cloud solutions by applying deep … technical expertise in AWS alongside knowledge of multi-cloud environments, identity management, observability, and cost optimisation. Key Responsibilities Design and implement secure, scalable AWS cloud architectures Drive Infrastructure as Code (IaC) adoption using Terraform and CloudFormation Build, optimise, and automate CI/CD pipelines with Jenkins, GitHub Actions, and related tools Deploy and manage containerised solutions with … security and access controls using IAM, Vault, and Secrets Manager Enhance platform observability using Prometheus, Grafana, and ELK Stack Collaborate with cross-functional teams to deliver robust, high-availability solutions Key Skills & Experience Extensive hands-on experience with AWS (Azure knowledge beneficial) Expertise in Terraform, CloudFormation, and automation tooling Strong containerisation skills with Kubernetes, Docker, and related platforms More ❯

Gen AI Solutions Architect, Specialist Org AWS Sales, Marketing, and Global Services (SMGS) is responsible for driving revenue, adoption, and growth from the largest and fastest growing small- and mid-market accounts to enterprise-level customers including public sector. Are you a customer-obsessed builder with a passion for helping customers achieve their full potential? Do you … have the business savvy, Generative AI (GenAI) background, and tech skills necessary to help position AWS as the cloud provider of choice for customers? Do you love building new strategic and data-driven businesses? Join the Specialist Organization GenAI team as a Specialist Solutions Architect! Key job responsibilities Build and maintain technical trusted advisor relationships with influential … technical decision makers for the successful adoption and deployment of AWS Gen AI services Architect solutions leveraging AWS Gen AI services, working with our customers to deeply understand their business needs and to design a technical solution that takes best advantage of the AWS Cloud platform and Gen AI Services. Thought Leadership - Craft & develop compelling More ❯

Overview Senior WW Specialist Solutions Architect - Amazon Connect, AWS Job ID: Amazon Web Services Australia Pty Ltd AWS Specialist Solutions Architects (SSAs) are technologists with deep domain-specific expertise, able to address advanced concepts and feature designs. As part of the AWS sales organization, SSAs work with customers who have complex challenges that require … might involve guiding customers as they refactor an application or designing entirely new cloud-based systems. Do you enjoy solving novel and unique technical challenges for customers? Become an AWS Specialist SA! The Worldwide Specialist Organization (WWSO) is part of AWS Sales, Marketing, and Global Services (SMGS), which is responsible for driving revenue, adoption, and growth from the … enterprise-level customers including public sector. We work backwards from our customer's most complex and business critical problems to build and execute go-to-market plans that turn AWS ideas into multi-billion-dollar businesses. WWSO teams include business development, specialist and technical solutions architecture. As part of WWSO, you'll provide expertise across the entire life More ❯

platforms that power sportsbooks, lotteries, casinos, virtual games, and financial trading. Our Vision is to shape the future of gaming and to transform experience from gaming operations into intelligent solutions that meet customer needs in the digital era and create value for all stakeholders in sustainable ways. We value teamwork, knowledge sharing and transparency with accountability. We believe quality … work closely with SREs, support engineers, release managers, and incident managers to ensure our systems meet SLIs, SLOs, and SLA targets. Key Responsibilities Maintain and optimise production environments in AWS (EKS, EC2, RDS/Aurora, S3). Develop and maintain Infrastructure as Code using Terraform and configuration management with Ansible. Enhance monitoring, logging, and alerting using the Grafana stack … Collaborate with release and support teams to ensure smooth, reliable rollouts. Maintain and improve documentation for operational runbooks and platform processes. Required Skills & Experience Solid experience managing Kubernetes clusters (AWS EKS) in production. Proficient with AWS services relevant to production workloads (EKS, EC2, RDS/Aurora, S3, IAM). Infrastructure as Code with Terraform and configuration management with More ❯

platforms that power sportsbooks, lotteries, casinos, virtual games, and financial trading. Our Vision is to shape the future of gaming and to transform experience from gaming operations into intelligent solutions that meet customer needs in the digital era and create value for all stakeholders in sustainable ways. We value teamwork, knowledge sharing and transparency with accountability. We believe quality … work closely with SREs, support engineers, release managers, and incident managers to ensure our systems meet SLIs, SLOs, and SLA targets. Key Responsibilities Maintain and optimise production environments in AWS (EKS, EC2, RDS/Aurora, S3). Develop and maintain Infrastructure as Code using Terraform and configuration management with Ansible. Enhance monitoring, logging, and alerting using the Grafana stack … Collaborate with release and support teams to ensure smooth, reliable rollouts. Maintain and improve documentation for operational runbooks and platform processes. Required Skills & Experience Solid experience managing Kubernetes clusters (AWS EKS) in production. Proficient with AWS services relevant to production workloads (EKS, EC2, RDS/Aurora, S3, IAM). Infrastructure as Code with Terraform and configuration management with More ❯

the foundation to success in IBM CIC. In your role, you'll be encouraged to challenge the norm, investigate ideas outside of your role, and come up with creative solutions which impact a wide network of clients, whom may be at their site or one of our CIC or IBM locations. Our culture of evolution centres on long-term … offer our clients locally based skills and technical expertise to drive innovation and adoption of new technology. Your role and responsibilities IBM is seeking a highly skilled and motivated AWS Full Stack Developer to join our team in working on public sector government projects. This role requires a comprehensive understanding of both front-end and back-end web development … with extensive experience in cloud technologies, specifically Amazon Web Services (AWS). The ideal candidate will be responsible for designing, building, and maintaining scalable, secure, and efficient applications on the AWS platform. Responsibilities Project Leadership: Lead smaller projects from design through deployment, showcasing strong technical and project management skills. Mentorship: Guide and support Junior Developers, fostering their growth More ❯

support business needs. Qualifications: 10+ years of progressive experience in infrastructure management, with a proven track record of success in leading large-scale projects. Deep expertise in cloud technologies (AWS, Azure, GCP), virtualization, and network architecture. A strong understanding of security best practices and compliance regulations. Proven ability to lead and mentor high-performing teams, fostering a culture of … collaboration and innovation. Excellent communication, interpersonal, and presentation skills. The ability to articulate complex technical concepts to both technical and non-technical audiences is crucial. Relevant certifications (e.g., ITIL, AWS Certified Solutions Architect, Azure Solutions Architect Expert) are highly desirable. Sound like you? Send us your CV ASAP More ❯

The Opportunity We are seeking an experienced and proactive Customer Solution Architect to join our team. As a Solution Architect, you will be responsible for designing, developing, and implementing solutions that address business needs while meeting technical requirements. You will work closely with cross-functional teams, including business analysts, developers, and project managers, to ensure the successful … delivery of high-quality, scalable, and sustainable solutions. Key Responsibilities Solution Design : Lead the architecture and design of end-to-end solutions for business problems, ensuring they are scalable, secure, and cost-effective. Requirement Analysis : Work with stakeholders to gather and analyze business requirements and translate them into technical specifications. Stakeholder Engagement : Collaborate with business leaders, product owners, and … technical teams to define project scope and objectives, ensuring alignment with business goals. Technical Leadership : Provide guidance to development teams, ensuring that solutions adhere to architectural best practices, standards, and industry best practices. Technology Evaluation : Assess and recommend appropriate technologies and tools for various solutions, ensuring they align with the organization's tech stack. Risk Management : Identify potential More ❯

incident response planning. Ensure compliance with regulatory standards such as GDPR Ensure best security practice for Office 365, Exchange Online, and SharePoint administration. Administer firewalls, VPNs, and endpoint security solutions, ensuring zero-trust security models. Lead security aspects of IT projects, network upgrades, and enterprise application deployments. Lead in deployment and management of backups, disaster recovery (DR) plans, and … business continuity strategies. Evaluate, propose, and implement tools and automation solutions to streamline security related operations. Prepare detailed technical documentation for systems (both proposed and implemented), security processes, and user training. Technical Skills and Experience 10+ years of hands-on IT infrastructure and security management. Long held experience of working within an enterprise scale organisation. Hand on experience of … Strong expertise in: Microsoft technologies (Windows Server, Azure Active Directory) Virtualization platforms (VMware ESXi, Proxmox) Networking including Layer 2/3 switching, routing, VLANs, VPNs. Cloud environments (IBM Cloud,AWS, Azure) - deployments and architecture. Proficient in backup and disaster recovery technologies. Supporting end users Certifications (Preferred) Microsoft Certified Professional AWS Certified Solutions Architect - Associate More ❯

incident response planning. Ensure compliance with regulatory standards such as GDPR Ensure best security practice for Office 365, Exchange Online, and SharePoint administration. Administer firewalls, VPNs, and endpoint security solutions, ensuring zero-trust security models. Lead security aspects of IT projects, network upgrades, and enterprise application deployments. Lead in deployment and management of backups, disaster recovery (DR) plans, and … business continuity strategies. Evaluate, propose, and implement tools and automation solutions to streamline security related operations. Prepare detailed technical documentation for systems (both proposed and implemented), security processes, and user training. Technical Skills and Experience: 10+ years of hands-on IT infrastructure and security management. Long held experience of working within an enterprise scale organisation. Hand on experience of … Strong expertise in: Microsoft technologies (Windows Server, Azure Active Directory) Virtualization platforms (VMware ESXi, Proxmox) Networking including Layer 2/3 switching, routing, VLANs, VPNs. Cloud environments (IBM Cloud,AWS, Azure) – deployments and architecture. Proficient in backup and disaster recovery technologies. Supporting end users Certifications (Preferred): Microsoft Certified Professional AWS Certified Solutions Architect – Associate More ❯

cloud technologies and demonstrable experience in leading successful complex client engagements across migration from on premises, other clouds etc. to AWS. This proven track record will include stakeholder management, AWS partner funding programme execution, new service offering definition, commercial modelling and business acumen. About you (ideally) : ● Define and implement client engagement strategies to enable the successful conclusion to the … activities, proposal development, and client presentations. ● Create statements of works, cost models that are in line with the overall margin targets of the practice. ● Oversee the delivery of complex AWS migration and modernisation projects, ensuring successful outcomes and client satisfaction. ● This includes the execution of AWS Migration Readiness Assessments (MRA), AWS Well-Architected Reviews and AWS Migration Acceleration Program (MAP) projects (Assess and Mobilise), ensuring successful outcomes and client satisfaction. ● Develop and maintain strong relationships with AWS account teams and other key partners. ● Foster a culture of collaboration, innovation and continuous improvement across the projects that the role is accountable for. ● Stay abreast of emerging AWS technologies and industry best practices, ensuring remain More ❯

cloud technologies and demonstrable experience in leading successful complex client engagements across migration from on premises, other clouds etc. to AWS. This proven track record will include stakeholder management, AWS partner funding programme execution, new service offering definition, commercial modelling and business acumen. About you (ideally) : ● Define and implement client engagement strategies to enable the successful conclusion to the … activities, proposal development, and client presentations. ● Create statements of works, cost models that are in line with the overall margin targets of the practice. ● Oversee the delivery of complex AWS migration and modernisation projects, ensuring successful outcomes and client satisfaction. ● This includes the execution of AWS Migration Readiness Assessments (MRA), AWS Well-Architected Reviews and AWS Migration Acceleration Program (MAP) projects (Assess and Mobilise), ensuring successful outcomes and client satisfaction. ● Develop and maintain strong relationships with AWS account teams and other key partners. ● Foster a culture of collaboration, innovation and continuous improvement across the projects that the role is accountable for. ● Stay abreast of emerging AWS technologies and industry best practices, ensuring remain More ❯

AWS Cloud Architects – Transition to Google Cloud (GCP) Location: UK-wide (Remote/Hybrid options) Clearance: Active SC or DV clearance required Type: Contract/Associate Consultant/PERM About Us RT Consulting are an established Gold ERS Armed Forces Covenant SME, we are a Management Consultancy with over 15 years' experience in driving innovation and transformation in key … vacancy but an opportunity to join our network of consultants so we can market your skills to our partners and clients as projects become available. If you have strong AWS architecture expertise and are willing to complete Google Cloud Skills Boost training independently, we will actively promote your profile to our partner network. This will position you as a … now, you will be in the best position to secure roles as new programmes and projects go live in the coming months. What You’ll Bring Strong experience in AWS cloud architecture, including designing, building, and optimising cloud solutions. Expertise in cloud security, networking, and infrastructure-as-code tools (e.g., Terraform, Ansible, Kubernetes). Hands-on experience in migration More ❯

cloud technologies and demonstrable experience in leading successful complex client engagements across migration from on premises, other clouds etc. to AWS. This proven track record will include stakeholder management, AWS partner funding programme execution, new service offering definition, commercial modelling and business acumen. Requirements Extensive experience in AWS cloud technologies, including migration, modernisation, and architecture. At least … years of hands-on experience using AWS from the AWS CLI, CDK, Terraform/CloudFormation perspective. Over 10 years of experience in the IT services industry. Strong knowledge of CI/CD pipelines, infrastructure as code (IaC), and containerisation (Docker, Kubernetes, EKS, Fargate etc.). Worked for an AWS Professional Services partner and familiar with all AWS Partner activities, e.g. use of AWS Partner Network portal. Proven track record in solutioning, selling, leading and managing successful cloud projects and teams. Strong business and commercial acumen and understanding of the cloud market. Excellent communication and interpersonal skills, with the ability to build relationships at all levels. Strong leadership and team building skills when delivering projects for More ❯

Chief Infrastructure Architect page is loaded Chief Infrastructure Architectlocations: Great Britain - Londontime type: Full timeposted on: Posted Todayjob requisition id: R5925 Chief Infrastructure Architect About the position Product and Engineering is looking for a Chief Infrastructure Architect to play a pivotal role in designing, implementing, and maintaining robust, scalable, and secure infrastructure solutions that bridge both … FinOps teams to deliver the highest levels of security and cost efficiency. Key Responsibilities: Develop and oversee the enterprise infrastructure architecture, focusing on both physical (on-premises) and cloud (AWS) networking strategies. Design and implement orchestration platforms (e.g., Kubernetes), establishing standards for deployment, scalability, and security. Lead hybrid cloud initiatives, ensuring optimal integration between on-premises data centers and … AWS cloud resources. Collaborate with software engineering, DevOps, and security teams to ensure infrastructure aligns with application needs and organizational policies. Establish and maintain infrastructure documentation for architecture, standards, and procedures. Evaluate and recommend new technologies and tools that enhance infrastructure reliability, performance, and cost-efficiency. Drive automation efforts across provisioning, deployment, and monitoring using Infrastructure as Code (IaC More ❯

Key Responsibilities Design, implement, and manage enterprise systems including networks, storage, databases, Exchange/Microsoft 365, Entra ID, authentication and mobility solutions. Administer and support cloud-based platforms (Azure, AWS, GCP) and on-prem infrastructure. Deliver expert-level support for escalated incidents and mentor junior engineers. Implement and maintain container platforms (Docker, Kubernetes) and automation frameworks (Terraform, Ansible, CI … Windows Server (2019+), VMware vSphere 8+, Kubernetes and container orchestration. Strong knowledge of networking technologies (LAN/WAN, SD-WAN, SASE, MPLS, VLAN, WiFi). Experience with modern storage solutions (SAN, NAS, vSAN, Pure Storage, Azure Blob, AWS S3). Proficiency in scripting (PowerShell, Python) and automation. Advanced understanding of backup, disaster recovery, and system hardening. Relevant certifications … AWS Solutions Architect, Azure AZ-305, CCNP) highly desirable. What We’re Looking For A proactive, technically excellent engineer with the ability to manage complex infrastructure at scale. Strong communication skills and the ability to collaborate across teams and with external partners. A problem-solver who keeps up to date with emerging technologies such as AI-driven More ❯