استخدام llm rag) ai engineer مشهد)

توضیحات آگهی

About the Role
We are seeking an engineer with practical LLM and RAG experience to build a production ready AI system using Persian language documents Project details will be disclosed under a confidentiality agreement
On site collaboration in Mashhad is preferred
Responsibilities
Build scalable retrieval pipelines using query rewriting structure aware chunking embeddings hybrid search reranking and metadata filters
Generate verifiable source grounded answers with user selected sources version aware retrieval and appropriate handling of ambiguity conflicting evidence sensitive requests and uncertainty
Collaborate on document extraction OCR quality incremental indexing failure recovery and source updates including invalidation of affected cached and generated content
Develop multi step Q A long document summaries source and case study comparison structured extraction interactive learning and exercises with explanatory answers and personalized practice
Manage conversation memory and user context with access correction and deletion controls
Build reproducible evaluations for retrieval citations answer faithfulness completeness summaries and exercises prevent test data leakage and improve performance through error analysis
Optimize cost tokens latency and concurrent performance develop APIs monitor services version configurations and document implementation
Enforce data isolation and retention policies control external data sharing and defend against prompt injection
Required Skills
Strong Python API development and hands on RAG experience beyond tutorials
Practical knowledge of LLMs context management structured outputs tool calling embeddings BM25 and reranking
Experience evaluating models and troubleshooting retrieval and generation errors
Familiarity with Persian text processing SQL document metadata Git Docker logging and deployment
Strong problem solving technical English teamwork and confidentiality practices
Preferred Qualifications
Experience with Qdrant pgvector Elasticsearch OpenSearch LangChain or LlamaIndex
Experience with Persian OCR advanced retrieval document versioning learning features case comparison or conversational memory
Experience with fine tuning open source model serving and production monitoring and load testing
Deliverables and Collaboration
Deliver a maintainable documented API accessible RAG core with verifiable responses controlled knowledge updates and measurable quality cost and performance Work with data backend and content specialists this role owns the AI components and their integration
Application
Please include your location availability for on site work in Mashhad a relevant project and your contribution and a brief example of your evaluation approach or a technical challenge solved High level descriptions are sufficient for confidential projects
شرکت گروه حقوق آسیا Asia Law Group
دسته بندی وب برنامه نویسی و نرم افزار
نحوه همکاری تمام وقت
نوع همکاری حضوری
مدرک تحصیلی مهم نیست
سابقه کار کمتر از سه سال
حقوق توافقی
جنسیت مهم نیست
مهارت ها Ai هوش مصنوعی Docker LLM
شهر خراسان رضوی مشهد