4 часа назад
Software Engineer - Hosted Model Infrastructure (AI)
145 000 - 200 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Engineer - Hosted Model Infrastructure (AI): Building and operating high-performance model-serving infrastructure for AI systems deployed across air-gapped government networks, defense environments, edge nodes, and data-sovereign enterprises with an accent on GPU scheduling, secure deployment, and multi-tenant request handling. Focus on designing deployment pipelines, observability, benchmarking, and debugging complex issues across backend services, containers, orchestration, inference engines, and GPU hardware.
Location: Palo Alto, California, United States; hybrid workplace
Salary: $145,000–$200,000 per year
Company
develops software platforms for data-driven decisions and operations used by government and enterprise organizations.
What you will do
- Build high-performance model-serving infrastructure integrating security models, hardware constraints, and multiple inference engines.
- Design authentication, rate limiting, concurrency control, audit logging, and other request-handling capabilities for multi-tenant model access.
- Build packaging and deployment pipelines for secure, reliable model rollouts across on-premises and air-gapped environments.
- Develop observability, testing, and benchmarking infrastructure for production AI systems across different GPU hardware.
- Debug performance and reliability issues across application code, inference engines, container runtimes, Kubernetes, and GPU drivers.
- Work with product teams and customers to understand requirements, resolve production issues, and integrate hosted model infrastructure with deployment, configuration, and identity systems.
Requirements
- 4+ years of professional software engineering experience building and operating production systems.
- Degree or equivalent engineering background in Computer Science, Mathematics, Software Engineering, Physics, or a related field.
- Strong coding skills in languages such as Java, C++, Python, Rust, or similar; familiarity with the Python ML ecosystem is valuable.
- Experience with containers, Kubernetes, and deploying backend services in production.
- Strong written and verbal communication skills, with the ability to iterate quickly and incorporate feedback.
- Hybrid work in Palo Alto, California, United States.
Nice to have
- Active US Security clearance or eligibility and willingness to obtain one.
Culture & Benefits
- Medical, dental, vision, life, AD&D, and disability insurance options.
- Commuter benefits and a 401(k) plan.
- Flexible paid time off, paid holidays, and supportive leave programs.
- Paid parental leave, backup care, and fertility and family-building benefits.
- Relocation assistance and support for employee health and long-term growth.
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