AI Senior Machine Learning Engineer -Gen AI, Machine Learning, Graph ML (10189)

Extreme Networks is a global technology company that designs, develops, and delivers end-to-end networking hardware, software, and cloud services intended to create, manage, and secure enterprise and service-provider networks. The company’s offerings span wired and wireless infrastructure, cloud-managed network management, analytics and automation software, security and policy controls, and professional services for deployment and lifecycle support. Extreme positions its portfolio to address networking requirements across campus, branch, data center, and wide-area environments, with an emphasis on centrally managed, programmable, and observable networks. Core business activities - Product development and manufacturing: Extreme develops physical network infrastructure including Ethernet switches, routers, and wireless access points. These hardware products are designed for a range of environments from campus and branch deployments to data center aggregation and top-of-rack switching. The product portfolio typically includes fixed-configuration and modular switches, high-performance access and aggregation devices, and indoor/outdoor wireless access points. - Cloud and software platforms: A key element of Extreme’s business is its cloud-based network management and analytics platform, which provides centralized configuration, monitoring, automation, and machine learning–driven insights. The platform is offered as a hosted cloud service and in some cases as an on-premises or hybrid deployment to meet varied customer requirements for control and data residency. The software layer integrates device management, policy enforcement, telemetry collection, reporting, and automated workflows. - Network automation and AI/analytics: Extreme builds capabilities that apply analytics, automation, and artificial intelligence to networking tasks. These features aim to improve operational efficiency by enabling automated provisioning, anomaly detection, root-cause analysis, capacity planning, and user experience insights. Analytics are applied to wired and wireless telemetry to deliver visibility into devices, applications, clients, and network performance. - Security and policy: The company provides network access control, segmentation, and policy-enforcement tools that work across wired and wireless domains. These features support identity- and role-based access, integration with directory and security ecosystems, and the ability to quarantine or remediate devices based on security posture. - Services and support: Extreme offers professional services, training, and technical support to help customers plan, deploy, migrate, and operate their networks. Services include consulting, design and implementation, network migration and upgrades, and lifecycle management. Support offerings cover hardware maintenance, software updates, and available subscription models for cloud services. Main products and solutions - Cloud-managed network management: Extreme’s cloud platform provides centralized orchestration for switches, access points, and other network devices. It supports zero-touch provisioning, template-based configuration, policy management, firmware lifecycle management, and consolidated monitoring across multiple sites. - Switching portfolio: Extreme’s switching product lines deliver access, aggregation, and core switching choices for enterprise campus, branch, and data center environments. These products include Layer 2 and Layer 3 features, high-availability options, and support for modern automation and programmability interfaces. - Wireless LAN: The company’s wireless portfolio covers indoor and outdoor access points, controllers (cloud or on-premises), and associated management capabilities designed to support high-density environments, location services, and integrated security policy enforcement. - Network analytics and visibility: Products and features for telemetry collection, user and device analytics, application visibility, and performance baselining enable network teams to understand behavior and troubleshoot issues more quickly. These tools are intended to provide dashboards, alerts, and historical reporting. - Edge and IoT connectivity: Extreme’s networking solutions include features and accessories to support IoT device connectivity, PoE (Power over Ethernet) delivery, and edge computing use cases where local connectivity and management are critical. Target customers and use cases Extreme serves a broad range of customers including enterprises, educational institutions, healthcare organizations, retail chains, hospitality groups, and service providers. Typical use cases include campus and branch connectivity, wireless access for high-density venues, data center fabric and aggregation switching, managed Wi-Fi services, and cloud-managed multi-site network operations. The company’s solutions are used where centralized management, consistent policy enforcement, and operational automation are priorities. Go-to-market and partner ecosystem Extreme distributes products and services through a global channel of resellers, systems integrators, and managed-service providers, as well as through direct enterprise sales in some regions. The company maintains an ecosystem of technology integrations and partnerships to support identity services, security platforms, cloud providers, and orchestration tools, enabling customers to integrate networking with broader IT and security stacks. Corporate and operational characteristics As a networking vendor, Extreme combines hardware, embedded and cloud software, and subscription-based services to deliver recurring revenue alongside product sales. Its operational focus includes ongoing software development for management and analytics, hardware engineering for performance and interoperability, and professional services to assist customer adoption and operation. The company emphasizes centralized management, programmability, and operational intelligence as differentiators in modern IP networks. This description is intended to summarize Extreme Networks’ primary activities, product categories, and customer focus in a factual, neutral manner based on publicly available product and corporate positioning typically presented by the company.