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AI Systems Administrator
- Boston, Massachusetts, United States
- Boston, Massachusetts, United States
À propos
Job Description Summary The AI Systems Administrator is instrumental in bringing AI to Draper. The incumbent implements a closed GPT environment at Draper in which several different LLM models are maintained and used throughout the organization. This role works with engineering to ensure that multiple LLMs are accessible through a chat interface, API, and assistive tools for the general purpose of the organization.
In addition, the administrator will ensure the system health of the DraperGPT server to allow for additional AI infrastructure requiring large amounts of compute to be utilized without impacting the performance of other LLM resources. This will include API interfaces with various software platforms across Draper (e.g., engineering, accounting, legal). The role helps Draper implement automation, streamline processes, and support mission‑critical AI/ML workloads. Resource allocation is critical.
The position also involves traditional Linux admin duties (installing, configuring, securing servers, scripting, monitoring) with a strong focus on supporting AI/ML (e.g., GPU servers, Kubernetes, data pipelines). It includes guidance to AI engineers and is part of a team of Linux system administrators managing approximately 750 computers, primarily Oracle Linux. Additional OS knowledge (Ubuntu, RHEL) may be necessary. Responsibilities include maintaining security, serving as a front‑line interface to end users, recommending hardware and software purchases, interacting with vendors, and training other administrators.
Hybrid (3 days/week) in Cambridge, MA. Requires an Active Secret Clearance.
Duties/Responsibilities
Build, operate, and troubleshoot RHEL/Oracle systems supporting GPU workloads (OS lifecycle, patching, performance, reliability).
Manage the GPU enablement layer: driver and toolkit lifecycle, kernel/driver compatibility, coordinated upgrades and rollback plans, and ongoing health monitoring.
Implement and maintain observability (metrics, logs, alerting) for system, GPU, and storage performance/health (e.g., Prometheus/Grafana, GPU telemetry such as DCGM/NVML).
Couple observability with LLM performance and usage, and identify and warn users over allocating resources.
Maintain LLM servers (resetting or rebuilding) to ensure high uptime and usage capabilities across the organization.
Work with engineers to allow software upgrades (new models, additional AI software) while maintaining security needs.
Partner with storage/network peers to baseline throughput/latency, identify bottlenecks, and tune the platform for predictable performance.
Automate and script platform administration and broader Linux team workflows (provisioning, configuration enforcement, patch orchestration, reporting, routine maintenance) using Git‑based practices (Python/Ansible).
Support various Linux and cloud (AWS/Azure) projects.
Lead projects including large‑scale migrations, platform redesign, and implementation, utilizing resources within the Linux team and across the IS department.
Skills/Abilities
Strong production Linux administration experience (RHEL/Oracle preferred): systemd, networking, troubleshooting, performance analysis, patching, package management.
Strong automation skills: Bash and/or Python, plus Ansible (preferred) or equivalent configuration management; comfortable with CI/Git workflows.
Experience supporting enterprise platforms (incident response, root‑cause analysis, post‑mortems, runbooks/documentation).
Security‑minded operations in regulated environments; familiarity with CUI handling concepts and control expectations (audit logging, vulnerability remediation, change control).
Education
Bachelor's degree in Computer Science or a related field.
Experience
3 years’ experience in Linux system administration, supporting production systems and core utility services in a complex enterprise environment.
Additional Job Description Applicants selected for this position will be required to obtain and maintain a government security clearance. Active Secret Clearance required.
Job Location - City Cambridge
Job Location - State Massachusetts
Job Location - Postal Code 02139-3563
Salary Range The US base salary range for this full‑time position is $82,300.00 – $220,000.00.
Benefits and Work‑Life Balance Draper supports many programs to improve work‑life balance, including workplace flexibility, employee clubs ranging from photography to yoga, health and finance workshops, off‑site social events, and discounts to local museums and cultural activities.
Equal Employment Opportunity Statement Draper is committed to creating an inclusive environment. We understand the value of inclusivity and its impact on a high‑performance culture. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, disability, age, sexual orientation, national origin, veteran status, or genetic information. Draper is committed to providing access, equal opportunity, and reasonable accommodation for individuals with disabilities in employment, its services, programs, and activities. To request reasonable accommodation, please contact hr@draper.com.
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Compétences linguistiques
- English
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