Principal Software Engineer (Python/AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Principal Software Engineer (Python/AI): Leading the evolution of the Semantic Layer Web Service into a high-scale automated intelligence platform with an accent on GraphRAG and Knowledge Representation. Focus on bridging internal tools with an automated enterprise ecosystem and optimizing LLM/SLM routing logic.
Location: Hybrid-remote, must be based in Irvine, CA
Salary: $154,600 – $180,000
Company
is a property intelligence platform providing precision insights across the real estate ecosystem to drive the largest asset class in the world.
What you will do
- Lead the redesign and scaling of the Semantic Layer Web Service into an automated, high-availability enterprise intelligence platform.
- Architect and deploy Hybrid Graph/Vector search (GraphRAG) to enable complex global reasoning across disparate data assets.
- Build high-performance backend services using Python and FastAPI to bridge core enterprise data with Agentic AI.
- Collaborate with Data Science to implement intelligent routing logic between Small Language Models (SLMs) and Large Language Models (LLMs).
- Develop automated workflows for Ontology Management and Entity Linking to eliminate manual curation bottlenecks.
- Establish rigorous AI evaluation frameworks using metrics like Faithfulness and Context Precision (RAGAS) to ensure quality.
Requirements
- 10+ years of professional software engineering experience.
- Expert-level proficiency in Python and FastAPI within asynchronous production environments.
- Deep understanding of Knowledge Representation, Ontologies, and Graph Reasoning.
- Professional experience with Vector Databases, Hybrid Search, and advanced RAG strategies (HyDE, Reranking).
- Experience deploying and managing scalable AI services in cloud environments (GCP, AWS, or Azure).
- Must be based in or be able to work in a hybrid-remote capacity from Irvine, CA.
Nice to have
- Familiarity with AI evaluation frameworks such as RAGAS and DeepEval.
- Experience with model abstraction tools like ADK.
- Knowledge of synthetic data generation and advanced prompt engineering.
Culture & Benefits
- Flexible working model supporting a hybrid-remote arrangement.
- Generous PTO, 11 paid holidays, and dedicated well-being and volunteer time off.
- Comprehensive medical plan options including mental health and wellness support.
- 401(k) retirement plan with company match and one-year vesting.
- Family support including up to 16 weeks of fully paid parental leave and a baby stipend.
- Annual $400 well-being stipend and tuition assistance up to $5,250.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →