出海雷达

高性能计算/AI 网络技术专家

HPC / AI Network Technologist

AI开发工程限定地区(需当地身份)
公司Cambridge Computer Services, Inc.
薪资$90,000 - $210,000/年
工作地点United States
地域资格限定地区(需当地身份)
时区要求日间重叠约 9 小时,基本正常作息
用工类型Full Time
发布时间21 天前
数据来源Himalayas
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注意地域限制:该职位明确限定在 United States 招聘。如果你是位于中国大陆的求职者,通常需要当地工作身份才能投递,或需与雇主确认是否接受独立合同(Contractor)形式合作。

职位概述:

剑桥计算机服务HPC AI网络技术专家是一名现场顾问,专注于构建端到端的研究计算系统解决方案,重点在于网络设计和实施。HPC AI网络技术专家负责设计、实施和优化支持高性能计算(HPC)和人工智能(AI)工作负载的网络基础设施。该职位确保网络解决方案具备可扩展性、可靠性、安全性,并能够满足先进计算环境的高要求性能需求。您将利用在科学计算方面的专业知识和技术景观知识,推动超出客户期望的结果。

职责与任务:

  • 收集客户的网络需求,设计优化的解决方案,有时使用单一供应商的产品组合,更多时候使用多种供应商和多种技术。
  • 设计、实施和维护适用于HPC和AI集群的高吞吐量、低延迟的网络架构,包括InfiniBand、以太网(100/400GbE)以及高级路由和交换技术。
  • 部署或实施一个全新的解决方案,或从零开始增强现有的HPC/AI解决方案。
  • 保持对多种网络操作系统(如Cumulus Linux、SONIC等)的行业知识。
  • 配置和优化网络设备(交换机、路由器、防火墙),以确保HPC和AI工作负载的最大性能和可靠性。
  • 监控网络性能,排查问题,并解决连接性、延迟和安全问题。
  • 实施和维护网络安全措施,包括防火墙、入侵检测系统和安全访问协议。
  • 记录网络配置、流程和故障排除步骤,以确保运营的连续性。
  • 就客户研究计算基础设施环境的日常管理提供咨询和协助。
  • 在基于Linux的环境中维护HPC和AI基础设施,为新客户和现有客户提供支持。
  • 主导技术讨论,在项目准备和执行期间作为剑桥计算机的代表与客户沟通。
  • 验证解决方案设计,满足客户需求,并确认系统在技术上可行且可部署。
  • 确保解决方案简单易懂,同时考虑客户的整体能力和技能水平。
  • 明确并详细说明专业服务交付内容,设定清晰的客户期望
查看英文原文

Job Overview:

The Cambridge Computer Services HPC AI Network Technologist is a field-based consultant who builds end-to-end research computing system solutions focusing on networking design and implementation. The HPC AI Network Technologist is responsible for designing, implementing, and optimizing the network infrastructure that supports high-performance computing (HPC) and artificial intelligence (AI) workloads. This role ensures that network solutions are scalable, reliable, secure, and capable of meeting the demanding performance needs of advanced computational environments. You will leverage your expertise in scientific computing and knowledge of the technology landscape to drive outcomes that exceed client expectations.

Responsibilities and Duties:

  • Gather client networking requirements, design optimized solutions, sometimes using a single vendor's portfolio and more often using a broad variety of vendors and technologies.
  • Design, implement, and maintain high-throughput, low-latency network architectures for HPC and AI clusters, including technologies such as InfiniBand, Ethernet (100/400GbE), and advanced routing and switching.
  • Deploy / implement a new solution or augment an existing HPC/AI solution from the ground up.
  • Maintain industry knowledge of multiple Network Operating Systems (e.g. Cumulus Linux, SONIC, etc.).
  • Configure and optimize network devices (switches, routers, firewalls) to ensure maximum performance and reliability for HPC and AI workloads.
  • Monitor network performance, troubleshoot issues, and resolve connectivity, latency, and security problems.
  • Implement and maintain network security measures, including firewalls, intrusion detection systems, and secure access protocols.
  • Document network configurations, procedures, and troubleshooting steps for operational continuity.
  • Consult on and assist with day-to-day management of clients research computing infrastructure environments.
  • Maintain HPC and AI infrastructure in Linux-based environments for new and existing clients.
  • Lead technical discussions and be the face of Cambridge Computer to the client in preparation for and during engagements.
  • Validate solution designs, meet client requirements, and confirm system is technically feasible and deployable.
  • Ensure solutions are simple and easy to understand while considering the client’s overall capabilities / skills.
  • Scope out and detail professional services deliverables setting clear client expectations.
  • Build documentation and provide knowledge transfer required for clients to support their environments.
  • Display expertise not only in networking but in storage, data protection, digital archiving, and other infrastructure technologies.
  • Gain advanced expertise of and certifications from the vendors Cambridge Computer uses in our solution stack.

Qualifications:

  • Candidates must have at least 5+ years providing networking deployment services and/or cluster administration.
  • University undergraduate degree in Computer Science, Computer Engineering, or a science-related field required.
  • In-depth knowledge of networking protocols (TCP/IP, DNS, VLANs, routing protocols) and hands-on experience with network equipment.
  • Networking certifications from Cisco, NVIDIA Networking (Mellanox), Juniper, Arista, HPE Aruba, and other manufacturers preferred.
  • Candidates must also display solid knowledge of GPU-focused hardware/software and Linux system administration (package management, IP networking, troubleshooting etc.). They must also have solid fundamentals in cluster design/management technologies (Bright, Werewolf, XCat etc.), a background with storage technologies and parallel filesystems (Lustre, GPFS, BeeGFS etc.), experience with networking and configuring network switches (ethernet and InfiniBand), acquaintance with HPC schedulers (SLURM, UGE, LSF, etc.) and programming / libraries (MPI, CUDA, etc.), and proficiency with Scripting (Bash, Python, etc.).
  • Have deep knowledge of tech industry leaders including AMD, Cisco, DDN, Dell, HPE, IBM, Intel, Juniper, Lenovo, Microsoft, NVIDIA, Oracle, Vast, VMWare, WEKA, and others.
  • Familiarity with containerized environments (e.g. Kubernetes, Docker) and their networking requirements.
  • As this is a field-based role, the employee must be able to work remotely, independently, and unsupervised. Travel will be approximately 50% of the time which include short day trips.
  • Candidates must have impeccable communication skills, an ability to multitask, and high attention to detail. They must be effective problem solvers, organized, creative, intellectually curious, deal with ambiguity, and able to work with different types of personalities.
  • Authorization to work in the United States on a full-time basis required.

About Us
Cambridge Computer is a leader in delivering innovative physical and cloud-based IT infrastructure, data storage, and data security solutions to clients in a wide variety of industries across North America. Our clients include Fortune 100 companies, nonprofits, academic institutions, and some of the hottest high-technology companies in the country. We use creativity, technical expertise, and extensive industry relationships with investors, entrepreneurs, technology visionaries, and manufacturers to identify and incorporate both new and existing paradigms into cohesive IT strategies for our clients. Also, we're a Woman-Owned Small Business, with a close-knit staff of about 70 people that hail from all over the world.
How to Apply
Applicants must provide the following required materials:

  • Cover letter
  • Resume

Benefits
We recognize that satisfaction and well-being are integral components for long-term sustainability and business success. As such, available to full-time employees are the following benefits:

  • Competitive salary
  • Multiple health insurance options
  • Medical FSA and Dependent Care FSA
  • Dental insurance
  • Vision insurance
  • 401(k) savings plan with employer matching
  • Employer-sponsored long-term disability
  • Paid holidays and PTO that increases with longevity at the company
  • Discounted health club membership
  • Convenient parking
  • Opportunities for growth!

Estimated Salary Range
$90k - $210k per year
Equal Opportunity Employer
Cambridge Computer provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, disability, genetic information, marital status, amnesty, military service, or veteran status in accordance with applicable federal, state and local laws.
Originally posted on Himalayas

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