• Design, build, and maintain production ML systems and pipelines • Write clean, testable, and maintainable Python code • Deploy and operate models in production (APIs, batch jobs, real-time systems) • Work hands-on with AWS infrastructure to build scalable systems • Use distributed systems (Ray) for large-scale workloads and model serving • Containerize and deploy services using Docker (Kubernetes is a plus) • Improve and maintain CI/CD pipelines for ML workflows • Ensure robust testing, monitoring, and reliability of ML systems • Contribute to improving system architecture, performance, scalability and cost efficiency • Treat modeling as part of software engineering—not a separate activity

Role Description As an Air Systems / Pneumatics Engineer we will ask you to: - Prepare / define systems specifications and requirements; - Ensure requirements validation and management; - Assure integration and interface management of assigned systems and coordinate with internal groups & suppliers; - Review and approve design documents such as vendor drawings, qualification and acceptance test procedures, qualification reports and certification documents; - Support development, qualification and certification of the systems; - Support system test and flight test activities; - Prepare technical reports to show compliance to the applicable certification requirements. In your role, you may be required to work on different air systems such as: - Environmental Control Systems (ECS) - Cabin Pressure Control System (CPCS) - Ice Protection and Ice Detection system - Bleed Air System - Fire Detection and Extinguishing system (FIDEEX) - Oxygen System - Window Heating Systems - High Pressure and Low Pressure ducting Qualifications - You possess a University degree in Mechanical or Aerospace Engineering or equivalent; - You possess good knowledge of Air Systems / Pneumatic Systems including their integration on the aircraft and certification; - You have good knowledge of the Aircraft and Pneumatics interfacing systems; - You have knowledge of TCCA, FAA and EASA certification regulations; - You have strong leadership, interpersonal and communication skills (written and spoken).

• Managing day-to-day operations of CareMetx Internal Systems • Mentoring and providing guidance to Service Desk team • Managing vendor contracts • Creating reports for End-User-Services (EUS) • Developing recommendations for process improvements • Cross training with other System Engineers • Leading small IT Projects • Presenting new projects or initiatives to Senior Leadership • Designing, implementing, and troubleshooting call center telephony systems • Proficient understanding of technology areas such as Azure Active Directory, MS InTune/MDM, Single Sign On/MFA • Experience deploying and administering SaaS based cloud applications • Providing technical support to applications and utility developers • Responsible for backup and recovery of all IT infrastructure • Ensuring system documentation is maintained • Interacting with Tier 1/2 service desk to troubleshoot user and system issues. • Providing after-hours infrastructure support, as needed.

The **Senior Systems & Network Engineer (L3)** serves as the highest technical escalation point for complex infrastructure, cloud, network, and security issues across multiple client environments. This role is responsible for designing, implementing, optimizing, and supporting enterprise-grade IT infrastructure while ensuring high availability, security, scalability, and operational excellence. As an L3 Engineer, you will lead complex troubleshooting efforts, perform deep root cause analysis (RCA), and drive long-term solutions rather than temporary fixes. You will collaborate with internal engineering teams, mentor junior engineers, and participate in infrastructure modernization projects involving Microsoft 365, Azure, VMware, networking, cybersecurity, disaster recovery, and automation. This role requires exceptional technical expertise, strong analytical skills, and the ability to manage multiple enterprise environments within a Managed Service Provider (MSP) setting. Key ResponsibilitiesInfrastructure Engineering - Design, implement, and maintain enterprise Windows Server environments (2012–2025). - Architect and manage Active Directory, Azure Active Directory (Entra ID), DNS, DHCP, DFS, PKI, Certificate Services, File Services, and Group Policy. - Design and administer hybrid Microsoft 365 and Azure environments. - Plan and execute infrastructure upgrades, migrations, consolidations, and modernization projects. - Perform capacity planning, performance tuning, and infrastructure optimization. Enterprise Networking - Design, deploy, and troubleshoot enterprise LAN, WAN, SD-WAN, VLANs, VPNs, routing, switching, wireless networks, and high-availability architectures. - Configure and support Cisco, Meraki, SonicWall, Fortinet, Palo Alto, Ubiquiti, and similar enterprise networking platforms. - Troubleshoot complex routing protocols, VPN tunnels, firewall policies, NAT, ACLs, QoS, and network segmentation. - Support multi-site and Site-to-Site VPN environments. Microsoft Technologies - Administer Microsoft 365, Exchange Online, SharePoint Online, Teams, OneDrive, Defender, and Intune. - Design Conditional Access policies, MFA, Autopilot deployments, compliance policies, and endpoint security. - Perform advanced Exchange administration, including hybrid Exchange environments. - Design and manage enterprise Group Policy Objects (GPOs) and security baselines. Virtualization & Cloud - Design and administer VMware vSphere, ESXi, vCenter, Hyper-V, and clustered virtualization environments. - Manage storage, snapshots, HA, DRS, vMotion, replication, and virtual networking. - Design and support Microsoft Azure infrastructure, including virtual networks, virtual machines, storage, identity, backup, monitoring, and governance. - Support cloud migration and hybrid cloud initiatives. Security & Compliance - Implement Zero Trust security principles and identity management best practices. - Configure Microsoft Defender, Sentinel, Azure Security Center, Conditional Access, and endpoint security solutions. - Perform vulnerability assessments, security remediation, patch management, and hardening activities. - Investigate security incidents and assist with incident response and remediation. - Ensure compliance with industry standards and security best practices. Backup & Disaster Recovery - Design and maintain backup and disaster recovery solutions using Veeam, Datto, Barracuda, Azure Backup, and similar technologies. - Perform backup validation, recovery testing, replication monitoring, and disaster recovery planning. - Conduct periodic recovery drills and document recovery procedures. Automation & Process Improvement - Develop automation scripts using PowerShell and other scripting technologies. - Improve operational efficiency through automation, standardization, and process optimization. - Build documentation, knowledge base articles, SOPs, and infrastructure standards. - Identify recurring issues and implement permanent corrective actions. Troubleshooting & Escalations - Serve as the final escalation point for complex infrastructure, networking, virtualization, and cloud issues. - Perform advanced Root Cause Analysis (RCA) and implement permanent resolutions. - Lead major incident investigations and post-incident reviews. - Coordinate with vendors, Microsoft, hardware manufacturers, ISPs, and third-party providers during critical incidents. Leadership & Collaboration - Mentor and coach L1 and L2 engineers through technical guidance and knowledge sharing. - Participate in technical reviews, project planning, and change management. - Collaborate with cross-functional teams to deliver infrastructure projects on time. - Maintain accurate technical documentation and ensure adherence to ITIL best practices.