1 день назад
Staff + Sr. Software Engineer, Cloud Inference Launch Engineering (AI)
320 000 - 485 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff + Sr. Software Engineer, Cloud Inference Launch Engineering (AI): Building validation and CI/CD infrastructure for inference servers and load balancers across AWS, GCP, Azure, and future cloud platforms with an accent on correctness, performance, reliability, and cost-efficient accelerator usage. Focus on launching frontier models, integrating inference features, diagnosing cross-cloud discrepancies, and designing shadow-traffic, performance-baseline, and regression-checking systems.
Location: San Francisco, CA or Seattle, WA. Hybrid work is expected, with staff working from one of the offices at least 25% of the time; some roles may require more office attendance.
Annual salary: $320,000–$485,000 USD
Company
Anthropic is a public benefit corporation building reliable, interpretable, and steerable AI systems.
What you will do
- Bring up inference for new model architectures and launch frontier models on cloud platforms in sync with the first-party platform.
- Integrate inference features such as structured sampling and prompt caching across AWS, GCP, Azure, and future cloud service providers.
- Identify and fix cross-platform inference gaps involving configuration drift, observability, deployment patterns, and provider-specific behavior.
- Design and own CI/CD infrastructure for inference servers and load balancers, including shadow traffic, throughput and latency baselines, and correctness checks.
- Reduce merge-to-production cycle time through faster, more parallel, and cost-effective validation on constrained accelerator capacity.
- Analyze observability data to identify performance bottlenecks, cost anomalies, and production regressions.
Requirements
- Significant software engineering experience with high-performance, large-scale distributed systems serving millions of users.
- Experience building automation or test infrastructure that improved release velocity or reliability.
- Experience operating services on AWS, GCP, or Azure, with exposure to Kubernetes, infrastructure as code, or container orchestration.
- Strong interest in LLM serving; prior inference or machine learning experience is not required.
- Ability to collaborate across internal teams and external partners, learn new technologies quickly, and own problems end to end.
- Bachelor’s degree or equivalent education, training, or relevant experience.
Nice to have
- LLM inference optimization, batching, and caching experience.
- Experience with capacity-constrained scheduling or shared-resource test infrastructure.
- Understanding of multi-region deployments, request routing, load balancing, and global traffic management.
- Experience scaling infrastructure with cloud service provider partner teams across networking, security, privacy, and managed services.
- Proficiency in Python or Rust.
Culture & Benefits
- Collaborative work across research, engineering, policy, and business functions.
- Flexible working hours and an office environment for collaboration.
- Generous vacation and parental leave.
- Competitive compensation and optional equity donation matching.
- Visa sponsorship is available, with reasonable efforts and immigration-lawyer support for eligible offers.
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