4 дня назад
Staff AI Engineer (Data & Intelligence function)
150 000 - 200 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff AI Engineer (Data & Intelligence): Building retrieval, graph, inference, and agentic systems over a large-scale data platform with an accent on production AI engineering, context retrieval, and signal quality. Focus on designing scalable lakehouse-based inference pipelines, evaluating AI systems, controlling inference costs, and turning customer signals into actionable workflows.
Location: Remote within the United States
Salary: $150,000–$200,000 USD annually
Company
provides an AI-powered digital experience platform built around open-source Drupal, serving global enterprise organizations with content, digital asset, and product information management capabilities.
What you will do
- Write, ship, and maintain production AI code as an active individual contributor.
- Build semantic retrieval, indexing, and knowledge graph capabilities that resolve customers and retrieve complete context from the data platform.
- Develop inference models and signal processors over an Iceberg-based lakehouse, writing scored results back and exposing them through reusable contracts.
- Turn signals such as churn risk, entitlement mismatches, and expansion opportunities into workflows with appropriate human review.
- Select large models, fine-tuned models, or deterministic code for each workload while managing inference costs.
- Own evaluation, tracing, observability, and engineering patterns for AI systems used by multiple teams.
Requirements
- 8+ years of software engineering experience, including 3+ years shipping AI or ML systems to production.
- Strong programming fundamentals and deep proficiency in at least one AI or data language, with Python as the primary ML language.
- Advanced SQL, a transformation layer such as dbt, and experience with distributed query engines over lakehouse or warehouse storage.
- Production experience with embeddings, vector search, hybrid or graph retrieval, entity modelling, and context engineering.
- Production agentic systems and durable workflows involving tool calling, state, memory, and human-in-the-loop patterns.
- Experience with AI evaluation and observability, AWS cloud deployment, containerized services, and inference-cost ownership; a B.S. in Computer Science or equivalent practical experience.
Nice to have
- Experience building shared data or ML capabilities for other engineering teams.
- Small and fine-tuned model development, model distillation, and high-volume observability data using OpenTelemetry.
- Data governance experience covering access control, lineage, and data residency.
- Enterprise SaaS or CMS experience, including Drupal-based digital experience platforms.
- Experience with AI-assisted coding tools, MCP, and presenting AI system designs to engineering and executive stakeholders.
Culture & Benefits
- Hands-on senior individual-contributor role with mentoring through technical quality rather than management overhead.
- Fast iteration, early shipping, and work across observability, data platform, and intelligence functions.
- Healthcare coverage, wellness programs, flexible paid time off, parental leave, and recognition programs.
- Inclusive workplace with an emphasis on learning, adaptability, AI fluency, and collaboration.
Hiring process
- Recruitment is designed to provide a transparent, efficient, and educational interview experience.
- The process supports exploration of career opportunities and learning from a global team.
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