Platform Engineering Manager

At GitLab, we are pioneers in developing the most comprehensive AI-powered DevSecOps Platform, utilized by over 100,000 organizations around the globe. Our mission is to empower individuals to contribute and co-create the software that drives our world forward. By fostering a culture of contribution, we transform consumers into active participants, significantly accelerating human advancement. Our platform brings together teams and organizations, dismantling barriers and redefining the possibilities in software development. With cutting-edge products like Duo Enterprise and Duo Agent Platform, we deliver AI advantages at every stage of the Software Development Life Cycle (SDLC).We embody the same principles that are integrated into our products in our team dynamics: embracing AI as a crucial productivity enhancer. Every team member is encouraged to leverage AI in their daily tasks for improved efficiency, innovation, and impact. GitLab is a place where careers thrive, innovation is nurtured, and every voice is heard. Our high-performance culture is driven by our core values and a commitment to continuous knowledge sharing. This environment enables our team to realize their full potential while collaborating with industry leaders to tackle complex challenges. Join us in co-creating the future as we build technology that revolutionizes software development.Role OverviewAs the Engineering Manager for Infrastructure Platforms at GitLab, you will play a pivotal role in nurturing and leading a high-performing team responsible for ensuring our platforms are secure, reliable, and scalable. Your key responsibilities will include hiring, mentoring, and developing team members while fostering an environment that empowers them to achieve exceptional results.You will collaborate closely with Product Managers and Engineering leaders throughout GitLab to translate business objectives and customer requirements into resilient infrastructure platforms that underpin all our offerings, including GitLab.com, GitLab Dedicated, and self-managed deployments. Your globally distributed team will operate in an agile and asynchronous manner, enhancing the functionality of core platform components, boosting system reliability and performance, and supporting new product capabilities at scale.This role requires a blend of hands-on technical leadership and effective people management. You will guide architectural and design discussions, ensuring that your team is aligned and focused on delivering innovative infrastructure solutions.

Join INTRALOT as a Platform Engineer – AWS Infrastructure and Power the Future of Gaming!At INTRALOT, we are at the forefront of revolutionizing the gaming industry through cutting-edge technology and innovative solutions. Our global presence, rich diversity, and dynamic teams foster a culture that prioritizes people. We invite you to become a part of our team as a Platform Engineer. Are you a driven professional eager to elevate your career? At INTRALOT Canada, we are redefining the gaming landscape with scalable, reliable, and state-of-the-art systems. Take this opportunity to make a significant impact while collaborating with a team that thrives on innovation.Your Role:As a Platform Engineer – AWS Infrastructure, you will oversee the operational integrity, reliability, and evolution of our existing AWS infrastructure platform that powers production workloads. Your main objectives will be stability, security, automation, and operational excellence, ensuring that our platform remains robust, scalable, and user-friendly.This role is integral to our operations team and focuses on enhancing and managing shared AWS services. Responsibilities include:Managing and supporting production AWS environments across multiple accounts.Maintaining essential AWS services including compute, networking, storage, IAM, and shared platform services.Implementing patch management utilizing Ansible where suitable.Responding to infrastructure alerts, incidents, and service disruptions. Reliability, Monitoring & Incident Management:Monitoring platform health, availability, and capacity using CloudWatch and centralized observability tools.Troubleshooting infrastructure issues concerning compute, networking, storage, or access control.Engaging in incident response, root-cause analysis, and post-incident improvements. Infrastructure as Code & Controlled Automation:Enhancing and managing existing Infrastructure as Code through Terraform and/or AWS CloudFormation.Utilizing Ansible for configuration management, operational automation, and standardizing system-level modifications as needed (e.g., OS configurations, agents, operational tools).Minimizing manual configurations by enforcing version control on existing resources.Applying changes through structured CI/CD pipelines and change management practices.

Spellbook is revolutionizing the way transactional lawyers operate by providing the most advanced AI copilot for their needs. Our tool seamlessly integrates with Microsoft Word, empowering legal professionals to draft, review, and negotiate contracts with incredible speed and accuracy—up to 10 times faster than traditional methods. Over 4,000 law firms, in-house legal teams, and solo practitioners trust Spellbook to enhance their workflows and alleviate the burdens of routine contract work.With support from prominent investors such as Khosla Ventures, Thomson Reuters Ventures, Inovia Capital, The LegalTech Fund, Bling Capital, and Moxxie Ventures, we are on a growth trajectory. Recently, Spellbook secured $50 million in Series B funding led by Keith Rabois at Khosla Ventures, bringing our total funding to over $80 million.*This is an active vacancyABOUT THE ROLEWe are on the lookout for a versatile Platform and Infrastructure Engineer to join our dynamic team. In this role, you will engage with our entire technology stack—from cloud infrastructure (AWS, MongoDB, infrastructure as code) to platform enhancements that support product development and ensure system reliability. Your contributions will be crucial in establishing the technical architecture that allows Spellbook to scale and provide exceptional experiences for our users.As a Platform and Infrastructure Engineer, you will play a vital role within our compact yet powerful engineering team of 20 developers. Your focus will be on three main areas:Constructing technology foundations: Take ownership of and enhance core platform systems (including identity and access management, core data models, and internal platform functions).Ensuring top-notch quality: Propel the company towards achieving 99.5% service levels through enhanced monitoring, observability, and reliability practices. Set up QA foundations and development best practices.Boosting development efficiency: Minimize friction in our development environment and CI/CD pipeline. Introduce productivity metrics and tooling enhancements to empower our team to operate with impressive speed.RESPONSIBILITIESManage and optimize infrastructure (AWS, MongoDB, infrastructure as code)Develop platform capabilities including authentication, authorization, entitlement, and AI inferenceEnhance CI/CD pipeline and build toolsOversee worker queue management (BullMQ) and API development

Join INTRALOT as an AWS Cloud Infrastructure Platform Engineer – Powering Gaming Experiences!At INTRALOT, we are at the forefront of revolutionizing the gaming industry through innovative technology. Our global presence and diverse teams foster a culture that prioritizes people. We are seeking a Platform Engineer who is passionate about advancing their career. At INTRALOT Canada, we are reshaping gaming with robust, scalable, and state-of-the-art systems. This is your opportunity to make a significant impact and grow with a collaborative and innovative team.Your Role:As a Platform Engineer – AWS Infrastructure, you will oversee the daily operations, reliability, and enhancement of our existing AWS infrastructure that supports production workloads.The platform consists of Red Hat Enterprise Linux (RHEL) systems and an OpenShift container platform hosted on AWS EC2 instances, facilitating critical application workloads. Your primary focus will be on ensuring stability, security, automation, and operational excellence to maintain a robust, scalable, and user-friendly platform.This position is part of the Operations team, dedicated to managing and improving AWS-based infrastructure and container platforms that drive our gaming services.What You’ll Do: Operate & Support Existing AWS InfrastructureManage and support production AWS environments across multiple accounts.Oversee core AWS services including EC2, networking, storage, IAM, and other supporting infrastructure services.Administer EC2-based Red Hat Enterprise Linux (RHEL) instances hosting application and platform components.Conduct OS lifecycle management, patching, hardening, and configuration management for Linux systems.Facilitate patch management and configuration automation using Ansible. Operate OpenShift Platform on AWSManage the OpenShift container platform deployed on AWS EC2 instances.Maintain and troubleshoot OpenShift cluster nodes, networking, storage integration, and workloads.Assist with cluster lifecycle activities, including node maintenance, upgrades, and configuration changes.Collaborate with development teams to ensure containerized applications operate efficiently and reliably on the platform.

Become a Key Player at INTRALOT as a Platform Engineer – AWS Infrastructure - Elevating Gaming Experiences!At INTRALOT, we are at the forefront of transforming the gaming landscape through cutting-edge technology and innovative practices. With a global footprint and a rich tapestry of cultures, our team thrives under a people-first philosophy. We are in search of a Platform Engineer who is enthusiastic about advancing their career. Join us at Intralot Canada as we revolutionize the gaming sector with scalable, reliable, and state-of-the-art systems. This is your opportunity to make a significant impact while collaborating with a forward-thinking team that values innovation.Your Responsibilities:In your role as a Platform Engineer – AWS Infrastructure, you will oversee the daily operations, reliability, and enhancement of our existing AWS infrastructure platform that supports mission-critical production workloads. Your primary focus will be on ensuring stability, security, automation, and operational excellence so that the platform remains robust, scalable, and user-friendly.This position is integral to our operations team and emphasizes the management and enhancement of shared AWS services. Operating & Supporting Existing AWS InfrastructureManage and support production AWS environments across multiple accounts.Ensure the maintenance of core AWS services, including compute, networking, storage, IAM, and shared platform services.Assist with patch management utilizing Ansible where applicable.Respond promptly to infrastructure-related alerts, incidents, and service disruptions. Reliability, Monitoring & Incident ManagementMonitor platform health, availability, and capacity via CloudWatch and centralized observability tools.Troubleshoot infrastructure issues related to compute, networking, storage, or access control.Engage in incident response, root-cause analysis, and post-incident enhancements. Infrastructure as Code & Controlled AutomationMaintain and enhance existing Infrastructure as Code utilizing Terraform and/or AWS CloudFormation.Employ Ansible for configuration management, operational automation, and standardization of system-level changes as needed (e.g., OS configuration, agents, operational tooling).Minimize manual configurations by placing existing resources under version control.Implement changes through controlled CI/CD pipelines and change management processes.

At Docker, we simplify application development, allowing developers to focus on their core objectives. Our remote-first team is globally dispersed, driven by a collective passion for innovation and exceptional developer experiences. With over 20 million monthly users and 20 billion image pulls, Docker stands as the premier tool for building, sharing, and operating applications—trusted by both startups and Fortune 100 companies. We are experiencing rapid growth and are just getting started. Join us for an exciting journey!The Infrastructure Engineering team is responsible for building and managing the cloud-native platform that powers Docker’s product suite. We design resilient services, automate processes where beneficial, and measure key metrics to ensure hundreds of engineers can deploy safely to millions of users every day.A key focus of our team is self-service. We develop streamlined platform capabilities that empower internal teams to provision, deploy, observe, and manage services with minimal friction and robust guardrails. We treat our platform as a product, establishing clear contracts, well-defined defaults, and comprehensive documentation. Our success is evaluated based on user adoption and a reduction in support requests.How We OperateDocumentation and Iteration: We emphasize thorough documentation, code reviews, and incremental releases.Sustainable Reliability: Our priority is to address root causes, establish effective alerts, and implement automation, rather than relying on heroics.Cross-Functional Collaboration: We work closely with product and security teams by default.AI-Driven Execution: We create workflows that reduce manual tasks and enhance incident response, while ensuring guardrails, auditability, and human review.What You Will Focus OnMinimizing manual work through automation, including AI-assisted operational workflows.Creating self-service onboarding and deployment workflows that reduce ticket volume and accelerate delivery timelines.Scaling Kubernetes foundations and evolving our traffic and ingress stack.Key Responsibilities1) Self-Service Platform ServicesDevelop and manage internal platform services and APIs using Go, focusing on provisioning, quotas, policies, cost insights, and platform workflows.Establish streamlined pathways for self-service onboarding and ongoing operations, including access, deployment configurations, observability defaults, and governance frameworks.

Menlo Security is dedicated to empowering secure connections, communications, and collaborations globally without compromise. The challenges posed by COVID-19 have further underscored the significance of our mission as we support a diverse clientele, including Fortune 500 companies, 9 out of the 10 largest global banks, and the Department of Defense.As we transition from a team of 400 employees into our next growth phase, we are on the lookout for passionate individuals who embody empathy and agility. The ideal candidate is ethical, highly organized, committed to completing tasks, service-oriented, and open to feedback while also being confident enough to provide constructive input.Menlo Security is well-positioned for growth, supported by prestigious investors including Vista Equity Partners, General Catalyst, JPMC, American Express, HSBC, and Ericsson Ventures.About the RoleAs a Platform Infrastructure Engineer, you will be part of a skilled team responsible for building and managing Menlo Security's core infrastructure services. Our team operates a sophisticated, cloud-native infrastructure leveraging Google Kubernetes Engine and virtual machines across multiple global environments, from development to production. We emphasize automation, security-first design, comprehensive observability, and multi-region resilience. You will work with a substantial fleet of virtual machines in AWS and GCP, engage in writing Infrastructure as Code, and demonstrate a passion for automation and reliability engineering.ResponsibilitiesDesign, deploy, and maintain virtual machine and Kubernetes infrastructure on GCP and AWS across numerous clusters.

At Shakepay, we are dedicated to leading the charge into the bitcoin golden age. Our goal is to transform financial services to ensure that every Canadian receives their fair shake.Our vibrant culture thrives on meaningful work, collaborative success, and celebrating achievements. If you are passionate about personal growth, rapid execution, and sharing innovative ideas with a team of like-minded individuals, we invite you to join us in building something remarkable!About ShakepaySince our inception in 2015, we have developed the Shakepay app to facilitate fast, easy, and secure bitcoin transactions. In 2022, we introduced the Shakepay Card, enabling users to earn bitcoin rewards while shopping. Currently, over 1.5 million Canadians trust Shakepay to enhance their bitcoin savings and gain control over their financial future.We operate under regulations across all Canadian provinces and territories and are supported by prominent venture capitalists with funding totaling $44 million. Our community is passionate, loyal, and continuously expanding, and we are seeking individuals eager to contribute to a truly exceptional venture.About the Platform TeamThe Platform team empowers engineering teams at Shakepay by equipping them with the essential tools, infrastructure, and best practices needed for autonomy, productivity, and reliability. As the Platform Engineering Manager, your role will involve ensuring a harmonious balance between rapid delivery and operational excellence.About the RoleWe are in search of an Engineering Manager to lead and develop a team of platform engineers with a focus on Infrastructure, DevOps, and developer experience.This position entails people leadership, providing technical guidance, and overseeing delivery on platform initiatives that influence every engineering team within Shakepay. You will collaborate closely with engineers, engineering leaders, security, and compliance teams, leading by example and remaining hands-on where necessary to drive technical decisions, facilitate delivery, and ensure our platform evolves alongside both developer and business requirements.While you don’t need to be an expert in every area, possessing sufficient technical strength to set direction, question assumptions, and make informed trade-offs across DevOps, infrastructure, and reliability is crucial.What You’ll Be DoingLead, mentor, and expand a team of platform engineers across Infrastructure, DevOps, and Developer Experience.Establish technical direction for platform architecture and guarantee the execution of the roadmap.Balance immediate delivery with long-term investments in tooling, infrastructure, and reliability.Oversee cloud infrastructure, deployment pipelines, and operational tools within a regulated environment....

Marble AI develops AI-powered tools designed to help accounting firms and their clients manage taxes with greater efficiency. The team’s work centers on simplifying complex tax workflows for mid-sized and large firms. As an early-stage company, Marble AI encourages collaboration and focuses on solving important challenges for its customers. Role overview The Platform Engineer will play a key role in strengthening and expanding the infrastructure that supports Marble AI’s tax platform. Working closely with the engineering team, this position aims to accelerate product development and maintain secure systems capable of handling sensitive financial information. This role combines elements of infrastructure, DevOps, and Site Reliability Engineering. The Platform Engineer will design and maintain the platform, enhance developer tools, and ensure that systems remain secure, observable, and resilient. Input into the direction of the data platform and security practices across the technology stack is also expected. What you will do Build and manage cloud infrastructure using infrastructure-as-code principles. Take responsibility for system reliability, observability (with OTEL), and incident response. Design and refine developer tooling and CI/CD pipelines. Collaborate with product and data teams to address scalable data platform needs. Maintain strong security practices, especially in handling sensitive tax data. Optimize system performance, scalability, and cost across services. Contribute to infrastructure, backend systems, and developer workflows. Requirements Extensive experience with cloud infrastructure such as AWS or similar platforms. Hands-on expertise with Kubernetes, Terraform, and Helm. Background in DevOps, SRE, or platform engineering roles. Experience building and maintaining CI/CD pipelines or developer tools. Strong understanding of distributed systems, networking, and system reliability. Ability to deliver practical solutions while considering long-term system design. Location Toronto

Revic is seeking a talented Platform Engineer to develop and enhance the infrastructure that powers our AI-driven revenue solutions. In this role, you will take charge of ensuring our AI agents operate swiftly, reliably, and at scale. If you thrive on simplifying complex systems, this opportunity is perfect for you.About RevicAt Revic, we recognize that exceptional sales professionals are crucial to business success. They cultivate relationships, comprehend client needs, and secure deals that drive growth. Yet, they often find themselves overwhelmed by administrative tasks and ineffective tools that hinder their ability to sell.We believe that salespeople deserve better technology that empowers rather than obstructs their efforts.Revic is at the forefront of AI-native sales acceleration, designed to enhance the capabilities of sales professionals. We tackle the complexities of data analysis, opportunity identification, and workflow activation, allowing sales representatives to focus on meaningful interactions and relationship building.Our platform continually learns from performance metrics, identifies ideal customers, and equips reps with critical context for confident, precise decision-making. By alleviating the friction in the sales process, we help amplify their inherent strengths.Sales is inherently human, and Revic is committed to preserving that essence by enabling AI to manage the details.Role OverviewAs Revic's AI agents handle vast amounts of data and orchestrate numerous integrations, they make instantaneous decisions that significantly affect enterprise revenue streams. To support this growth, we need a dedicated Platform Engineer to fortify our foundational infrastructure.This role requires you to create infrastructure that can accommodate numerous simultaneous AI agent operations, each drawing from a myriad of data sources while maintaining low latency, cost efficiency, and high reliability.Your ResponsibilitiesDesign, develop, and maintain cloud infrastructure and developer platforms that empower Revic's AI solutions.Oversee CI/CD pipelines, deployment automation, and environment management to ensure engineers can release code confidently.Implement observability, monitoring, and alerting systems that proactively identify issues before they reach our customers.Manage the infrastructure that enables our AI agents to function seamlessly.

Role Overview Paytm is seeking a Lead Staff Platform Engineer focused on AI Infrastructure in Toronto, Canada. This position centers on building and scaling the systems behind Paytm's AI inference platform, which supports both internal teams and enterprise clients as they develop new customer-facing AI solutions. What You Will Do Own and manage GPU infrastructure, model hosting, and model serving for the AI inference platform. Enable multi-model routing across different modalities, including voice, vision, and fintech workflows. Oversee deployment of proprietary and third-party models on shared GPU and accelerator clusters. Develop self-service platforms that let teams provision compute, deploy, and customize models using APIs and control planes. Establish the AI control plane for Paytm Intelligence (Pi), with a focus on policy-driven routing, quotas, observability, and cost visibility. Impact Areas Accelerate delivery of AI agents and features across payments, risk management, fraud detection, collections, support, and developer tooling. Improve reliability and efficiency of hardware utilization. Give teams the tools to use AI infrastructure without rebuilding core systems each time. Location This role is based in Toronto, Canada.

Become part of INTRALOT as a Cloud Infrastructure Platform Engineer - AWS, and help us revolutionize gaming experiences!At INTRALOT, we are at the forefront of innovation in the gaming sector, leveraging technology to create engaging experiences. Our commitment to a diverse and inclusive culture empowers our teams to thrive and innovate. As a Cloud Infrastructure Platform Engineer, you will play a pivotal role in transforming the gaming industry with our state-of-the-art, scalable, and reliable systems. This is your opportunity to make a significant impact and develop your career within a vibrant team dedicated to collaboration and innovation.Your Responsibilities:In this role, you will oversee the operation, reliability, and ongoing development of our AWS infrastructure platform that supports critical production workloads.Your responsibilities will include managing Red Hat Enterprise Linux (RHEL) systems and an OpenShift container platform hosted on AWS EC2 instances. You will emphasize platform stability, security, automation, and operational excellence to ensure our systems are robust, scalable, and user-friendly.This position is integral to the Operations team, focusing on optimizing and enhancing our AWS-based infrastructure and container platforms that deliver our gaming services.Key Duties: Manage & Maintain Existing AWS InfrastructureAdminister and support production AWS environments across multiple accounts.Oversee key AWS services such as EC2, networking, storage, IAM, and essential infrastructure services.Assist with managing EC2-based Red Hat Enterprise Linux (RHEL) instances that host various application and platform components.Execute OS lifecycle management, patching, hardening, and configuration management for Linux systems.Implement patch management and configuration automation utilizing Ansible. Operate OpenShift Platform on AWSSupport the OpenShift container platform deployed on AWS EC2 instances.Maintain and troubleshoot OpenShift cluster nodes, networking, storage integration, and workloads.Assist in cluster lifecycle activities, including node maintenance, upgrades, and configuration changes.Collaborate with development teams to ensure containerized applications function efficiently and reliably on the platform.Resolve issues related to operational performance and reliability.

Join AlayaCare as an Engineering Manager – Platform, a pivotal role focused on leading our engineering team in the development and enhancement of our innovative platform. You will oversee the technical direction, mentor engineers, and ensure that our technology stack aligns with business goals.

As the Manager of Data Infrastructure at mqreferrals, you will be pivotal in shaping our data engineering landscape, directly reporting to the Director of Data Engineering. In this dynamic leadership role, you will oversee a dedicated team of 5-6 engineers tasked with managing critical data platforms that underpin our AI and analytics initiatives. This hands-on position blends technical expertise with effective people management, where you will mentor your team, facilitate agile delivery processes, and integrate product-oriented thinking into our infrastructure approach. Your leadership will be crucial in executing our data strategy and ensuring the operational excellence of platforms that handle billions of transactions each month.We embrace a Flexible First work culture, allowing this role to be performed remotely from anywhere in Ontario and British Columbia, Canada, with quarterly travel to the United States required. Join us on this exciting journey!

Role Overview Coinbase is looking for an Engineering Manager to guide the Tax Platform team. This leader will oversee the design, development, and maintenance of tax-related features that support platform efficiency and compliance. The manager will set direction for engineering projects and ensure high standards are met on delivery and quality. What You Will Do Lead and mentor engineers, supporting their professional growth Coordinate with teams across Coinbase to deliver tax solutions Drive engineering initiatives from planning through execution Promote a culture focused on innovation and high performance Location This is a remote position based in Canada.

Rivian and Volkswagen Group Technologies are working together to set new standards for software-defined vehicles. This partnership focuses on electric vehicles, advanced operating systems, zonal controllers, and cloud connectivity. The goal is to create vehicles that are more connected, intelligent, and sustainable by drawing on deep expertise in connectivity, artificial intelligence, and security. Role overview The Senior Site Reliability Engineer for Developer Platform will design, build, and maintain infrastructure that powers build pipelines. This work ensures teams can efficiently produce and deliver firmware for next-generation vehicles. The role plays a key part in developing the technical backbone of the organization and fostering a DevOps mindset across teams. What you will do Architect and develop infrastructure to support software build pipelines Maintain and improve systems that enable firmware delivery Collaborate with engineering teams to implement architectural plans Promote DevOps practices within the organization Location This position is based in Vancouver, British Columbia.

As the Manager of Data Infrastructure, you will report directly to the Director of Data Engineering and spearhead a team of 5-6 engineers responsible for operating essential data platforms that fuel our AI and analytics initiatives. This newly established, hands-on leadership position blends technical expertise with personnel management, requiring you to mentor your team, promote agile methodologies, and incorporate product-focused thinking into infrastructure management. You will implement our data strategy while ensuring operational excellence across platforms that handle billions of transactions monthly. We embrace a Flexible First work model, allowing this role to be performed remotely within the provinces of Ontario and British Columbia. Quarterly travel to the United States will be necessary. We are excited for you to potentially join our team!

Join Planet Labs as a Software Engineer in Platform Operations, where you'll play a crucial role in designing, building, and maintaining the core infrastructure that empowers our engineering teams to deploy and scale their services seamlessly. This position focuses on enhancing our modern cloud-native platform, emphasizing security, scalability, and reliability. Collaborate with software engineers across the organization to refine deployment and operational experiences, ensuring our internal developer platform provides a comprehensive infrastructure experience. This is a full-time remote position, with an expectation to work in-office three days a week if located near an office.

About UsAir-tek is an innovative Canadian software company recognized for its unique suite of products that have secured a significant presence in the global market. Our product-market fit is exceptional, and we are experiencing a surge in customer demand. During this phase of rapid growth, we maintain a discreet operational presence.Our diverse team is united by a shared passion for tackling complex challenges, a commitment to innovation, and an ambition to redefine the passenger-centric travel industry. Located in Toronto, we foster an inclusive culture based on trust, collaboration, excellence in product delivery, and continuous personal development. We take pride in our work and support each other as a team.About the TeamThe Platform Engineering team consists of highly collaborative software engineers dedicated to building, scaling, and maintaining the foundational infrastructure that empowers other teams to develop Air-tek’s software solutions. We focus on creating secure, scalable, and efficient infrastructure, employing modern development practices. Our impact is felt across the company as we work closely with operations, support, product management, and other engineering teams to meet Air-tek’s objectives.As a Senior Platform Engineer, you will play a pivotal role in designing, developing, and operating our core platform services, enabling us to deliver robust and reliable infrastructure solutions that support the expanding needs of our products.