Senior AI Platform Engineer (AWS)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior AI Platform Engineer (AWS): Designing and scaling AI and data infrastructure to support production-grade ML workflows with an accent on MLOps pipelines, cloud-native architecture, and model lifecycle management. Focus on building robust infrastructure for LLMs and RAG systems, ensuring reliability, performance, and cost-efficiency at scale.
Location: Must be based in the United States
Company
is a scientific data and AI company building the operating system for scientific intelligence to accelerate discovery and manufacturing in life sciences.
What you will do
- Design and maintain cloud-native platforms to support AI and data workloads using Databricks and AWS.
- Build and manage scalable data pipelines for ML and analytics.
- Develop infrastructure-as-code using Cloudformation and AWS CDK.
- Collaborate with cross-functional teams to optimize AI model performance and reliability in production.
- Implement observability practices including monitoring, alerting, and logging for AI platforms.
- Integrate LLMs into production systems using architectures like RAG.
Requirements
- 7+ years of professional experience in software and infrastructure engineering.
- Extensive experience building and maintaining AI/ML infrastructure in production.
- Strong knowledge of AWS and infrastructure-as-code frameworks.
- Expert-level coding skills in TypeScript and Python.
- Production-level experience with Databricks MLFlow.
- Must be authorized to work in the US; no visa sponsorship provided.
Nice to have
- Familiarity with LLM frameworks like DSPy.
- Experience with LLM cost monitoring and latency optimization.
- Knowledge of vector databases and embeddings stores like OpenSearch.
Culture & Benefits
- 100% employer-paid benefits for employees and immediate family.
- Unlimited paid time off (PTO).
- 401K retirement plan.
- Company-paid life insurance and disability coverage.
- Culture focused on continuous improvement and career growth.
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