4 дня назад
Customer Solution Architect (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Customer Solution Architect (AI): Designing and deploying customer AI solutions on Arango's multimodel platform with an accent on graph data modeling, GraphRAG retrieval, and production architecture. Focus on building reference implementations, optimizing hybrid graph and vector retrieval, and establishing observability, governance, security, and evaluation practices.
Location: San Francisco, CA (Remote)
Company
provides a multimodel contextual data platform that connects enterprise data with LLMs, copilots, and AI agents through graph, vector, document, key-value, and search capabilities.
What you will do
- Own the technical customer relationship across discovery, solution design, pilots, production deployment, and expansion.
- Design graph data models, AQL queries and traversals, GraphRAG retrieval architectures, and hybrid graph-vector solutions.
- Build reference implementations, data connectors, GraphRAG pipelines, APIs, and tool and agent orchestration prototypes.
- Guide secure production deployments with CI/CD, infrastructure as code, testing, monitoring, alerting, and dashboards.
- Define evaluation practices for prompts, models, retrieval strategies, and graph structures using offline and online metrics.
- Document architectures and runbooks, train customer teams, and provide product and engineering feedback.
Requirements
- Deep expertise in graph data modeling, graph queries and traversals, graph algorithms, knowledge graphs, and GraphRAG.
- At least 3 years of experience in software engineering, solution architecture, or technical professional services building and operating production systems.
- Strong applied AI and Python skills, including data structures, systems design, concurrency, and networking.
- Experience with graph, NoSQL, key-value, and document databases; LLM tooling; retrieval and vector databases; and hybrid retrieval.
- Experience with AWS, GCP, or Azure; Docker, Kubernetes, Terraform or CloudFormation; and CI/CD.
- Excellent customer-facing communication and the ability to lead discussions with executives, architects, and engineering teams.
Nice to have
- DB or production graph database experience.
- Search and information retrieval, MLOps, evaluation frameworks, or model optimization experience.
- TypeScript, React, Next.js, or full-stack prototyping experience.
- Experience in finance, healthcare, public sector, manufacturing, retail, security, or compliance.
- French government or industry experience.
Culture & Benefits
- Work on AI and data infrastructure for enterprise production systems.
- Collaborate with engineering, marketing, and product leadership.
- Help shape a contextual data layer for AI-powered applications.
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