About ai& ai& is a new global AI technology company dedicated to meeting the world's growing demand for AI. Our vision is twofold: to serve as a premier AI lab specializing in localization, and to act as a global infrastructure and compute provider. We are building a unified, optimized global platform that integrates next-generation data centers and infrastructure, heterogeneous compute serving, and advanced model services. We believe that the most effective way to build and scale AI is to own the stack from top to bottom. At ai&, we empower small teams with the autonomy needed to tackle significant challenges. Our approach is to deconstruct large problems into manageable components and solve complex issues collaboratively. We seek highly motivated, mission-driven individuals who demonstrate strong personal agency. We value curiosity as the foundation of talent, and we are looking for people eager to develop alongside our evolving technology and expanding business. We are actively hiring worldwide, with presence in Tokyo, SF, Austin, and Toronto. We are more than happy to meet exceptional talent where they are. Role overview As a Network Engineer at ai&, you are the domain expert on the lossless networking fabrics that tie our GPU fleet together. AI at scale lives and dies on the network. Collective communication operations, AllReduce, AllGather, ReduceScatter, are on the critical path of every distributed training and inference workload we run. Your job is to make sure the fabric is fast, lossless, and never the bottleneck. You will work across RoCE v2 and InfiniBand fabrics, tune NCCL and network interfaces, and own the end-to-end network performance of our compute clusters. You will work closely with the systems, kernel, and inference teams to ensure that what gets built at the physical layer translates directly into performance at the workload layer. Responsibilities - Lossless Fabric Design & Operations Design, deploy, and operate lossless networking fabrics across our data centers. Own RoCE v2 and InfiniBand (NDR/XDR) deployments end to end. - NCCL & Interface Tuning Tune NCCL, NICs, and DPUs to guarantee maximum bandwidth and zero packet loss for distributed AI workloads. Own the performance of collective communication operations across the fleet. - Network Architecture Design the network architecture for new data center deployments. Make topology, switch, and cabling decisions that scale from current clusters to future multi-site deployments. - Performance Monitoring & Optimization Instrument the network for observability. Proactively identify and eliminate bottlenecks before they affect workloads. Own network performance benchmarks and drive continuous improvement. - Cross-Team Collaboration Work closely with the systems, storage, and ML infrastructure teams to ensure the network fabric supports the demands of distributed training and inference at every scale. You may be a fit if you have the following skills - AI Networking Expertise Deep experience designing and operating lossless AI networking fabrics. You have worked with InfiniBand and RoCE v2 at scale and you understand the trade-offs between them. - NCCL & Collective Communications Hands-on experience tuning NCCL for distributed AI workloads. You understand how collective communication patterns interact with network topology and you know how to optimize for both bandwidth and latency. - NIC & DPU Proficiency Experience configuring and tuning high-performance NICs and DPUs from vendors including NVIDIA ConnectX and Bluefield series. - Network Architecture Judgment You make network design decisions that hold up at scale. Fat-tree topologies, rail-optimized designs, congestion control — you have an informed view on all of it. - Great Team Spirit A mission-driven approach to engineering, valuing clear communication, hands-on execution, and collective success over individual silos.

Gather and analyze technical information, compose various technical documents, and edit customer deliverables to ensure clarity and accuracy. Manage updates to documentation while adhering to established standards and terminology.

Technical Staff III Location: Burnaby Canada Position Summary BCIT's School of Computing and Academic Studies is seeking a temporary, part-time (0.6 FTE) Technician III to assist in the Forensic Science & Technology program. Duties & Responsibilities The successful candidate will be responsible for assisting in the activities of the accredited forensic DNA laboratory, assisting in the departmental research activities, preparation of forensic laboratory sessions and mock crime scene scenarios running within the academic programs, assisting the program coordinators in operational matters of the department, quality assurance, repair and maintenance of laboratory equipment, and other related duties. Qualifications QUALIFICATIONS: - Bachelor of Science in Molecular Biology, Biochemistry, or Forensic Science. - Experience in an accredited forensic DNA laboratory setting is an asset. - Experience processing casework samples and completion of an understudy training program are assets. - Computing skills (Microsoft Office, databasing, etc.). - Good communication and interpersonal skills. - Ability to work independently. Additional Information Benefits - Why you'd love working with us - Competitive pay - Minimum of twenty-five days of vacation (or more, depending on your position) - Competitive employer-paid extended health and dental plan - take a look at our benefit plans! - Defined benefit pension plan with employer contributions - Professional Development funds and resources - Access to most BCIT Flexible Learning courses free of charge - Wellness and Employee Assistance programs - Complimentary membership with free access to the Fitness Centre, Gymnasium, and more - Eligibility requirements apply, benefits may vary depending on the employee group the position belongs to and whether the position offered is temporary or part-time. Salary Range $48,467 to $81,209 per annum Additional Salary Information Salary prorated based on percentage and term of appointment. Salary based on education, experience and placement criteria as outlined in the Collective Agreement.

MicroAire Surgical Instruments LLC As a part of the global industrial organization Marmon Holdings—which is backed by Berkshire Hathaway—you’ll be doing things that matter, leading at every level, and winning a better way. We’re committed to making a positive impact on the world, providing you with diverse learning and working opportunities, and fostering a culture where everyone’s empowered to be their best. S + Department: International + Reports to: VP, International + Summary MicroAire Surgical Instruments is a global medical device company advancing surgical innovation and improving patient outcomes; as a part of Marmon Holdings, Inc., a Berkshire Hathaway company, valuing technical excellence and strong customer partnerships. To support continued international growth, MicroAire is expanding its technical support presence across Europe. The Technical Support Specialist – International serves as the primary technical liaison for European customers, providing on‑site installation, setup, troubleshooting, and ongoing technical support for MicroAire surgical equipment. This role combines hands‑on field support, remote assistance, and customer training, while partnering closely with International Sales, Quality, Operations, and Engineering to deliver consistent, compliant, and high‑quality customer experiences. + Essential Duties and Responsibilities: Customer Equipment Setup & On‑Site Support - Perform on‑site installation, configuration, and validation of MicroAire surgical equipment at customer locations across Europe. - Support initial system setup, accessory configuration, and operational readiness prior to clinical use. - Provide hands‑on training to surgeons, clinical staff, and biomedical teams on proper equipment operation, care, and basic troubleshooting. - Serve as a technical presence during product launches, evaluations, and key customer implementations as needed. Technical Support & Issue Resolution - Act as a primary point of contact for international customers seeking assistance with MicroAire hardware, software, and accessories. - Troubleshoot technical issues via on‑site visits, phone, email, and remote support tools, ensuring timely and effective resolution. - Guide customers through structured troubleshooting steps while maintaining professionalism in high‑pressure clinical environments. - Provide product training to MicroAire’s distributor partners - Escalate complex issues to Engineering, Quality, or Operations while providing clear documentation and follow‑through. Documentation, Quality & Regulatory Compliance - Accurately document all customer interactions, service activities, and technical issues in MicroAire’s CRM or service management systems. - Ensure complaints, adverse events, and service concerns are identified, documented, and escalated in accordance with FDA, EU MDR, and internal quality system requirements. - Support post‑market surveillance activities by providing timely and complete technical information related to field issues. - Maintain compliance with company policies, training requirements, and regional regulatory standards. Cross‑Functional Collaboration - Partner with International Sales to support customer demos, evaluations, and relationship building. - Collaborate with Engineering and Operations to provide field feedback that informs product improvements and serviceability. - Work closely with Quality and Regulatory teams to ensure consistent application of complaint handling and documentation standards. - Contribute to the development of technical documentation, training materials, and internal knowledge resources. Continuous Learning & Improvement - Stay current on MicroAire product updates, enhancements, and evolving clinical applications. - Participate in ongoing technical, regulatory, and customer service training. - Identify opportunities to improve installation processes, service workflows, and customer support practices across the international organization. + Education and Experience - Bachelor’s degree required; preferred fields include Biomedical Engineering, Mechanical Engineering, Electrical Engineering, or related technical disciplines. - Experience supporting medical devices, surgical equipment, or capital equipment in a clinical or field‑based environment strongly preferred. - Prior experience working directly with hospitals, surgical centers, or healthcare professionals is highly desirable. + Competencies Competency Skills Behaviors Technical Expertise • Medical device hardware and system troubleshooting • Hands‑on equipment installation and configuration • Basic electromechanical and system‑level diagnostics • Accurately installs and configures MicroAire equipment at customer sites • Diagnoses technical issues methodically and applies appropriate solutions • Confidently supports equipment in clinical and operating room environments Customer & Clinical Support • Customer service in regulated healthcare settings • Clinical environment awareness • Relationship‑based support • Builds trust with surgeons, clinical staff, and biomedical teams • Maintains professionalism during time‑sensitive or high‑pressure situations • Represents MicroAire positively during on‑site visits and customer interactions Communication • Clear verbal and written communication • Technical explanation and training • Cross‑cultural communication • Explains technical concepts clearly to both technical and non‑technical users • Adapts communication style to different audiences and cultural contexts • Provides concise, accurate updates to customers and internal teams Problem Solving & Decision Making • Analytical troubleshooting • Root cause identification • Independent judgment • Approaches problems logically and remains calm under pressure • Identifies when to resolve issues independently versus escalating appropriately • Applies sound judgment while working independently in the field Quality & Compliance Awareness • Complaint identification and documentation • Regulated industry documentation practices • Understanding of FDA / EU MDR principles • Accurately documents service activities and technical issues • Recognizes potential complaints or adverse events and escalates per procedure • Adheres to quality system and regulatory requirements consistently Collaboration & Teamwork • Cross‑functional collaboration • Partnership with Sales, Quality, and Engineering • Works effectively with International Sales during installations and evaluations • Shares field insights to support product and process improvement • Contributes positively to a global, cross‑functional team environment Organization & Accountability • Time management and prioritization • Travel planning and self‑management • Documentation accuracy • Manages travel, service commitments, and priorities independently • Meets customer and internal response expectations consistently • Maintains accurate and timely records of all support activities Learning Agility • Technical learning and adaptability • Continuous improvement mindset • Quickly learns new products, updates, and clinical applications • Seeks feedback and incorporates lessons learned from field experience • Actively participates in training and knowledge‑sharing efforts + Work Environment, Physical Demands and Protective Equipment - Training and/or orientation that will be provided to ensure compliance with policies or agreements. - This role works in hospital and office settings. + Schedule, Travel Responsibility, Special Conditions or Requirements - This role will either be based in Germany or the Netherlands and remote, with frequent travel to customer sites across assigned regions. - Must live near an international airport - 60% Travel with the ability to work flexible schedule - Travel may include short‑notice visits to support installations, troubleshooting, or customer needs. - Occasional travel to MicroAire facilities for training or meetings may be required. Following receipt of a conditional offer of employment, candidates will be required to complete additional job-related screening processes as permitted or required by applicable law.