ai ml engineer

توضیحات آگهی

We are expanding the AI team at Azkivam com to build production grade AI systems for digital lending operational automation and intelligent decision support We are seeking an AI Engineer with hands on experience in local LLM deployment agentic AI AI workflow automation and MLOps In this role you will design and deploy AI services connect models to internal tools and data sources and help operate these systems effectively in production Responsibilities Design develop and deploy production ready AI and machine learning services Build AI agents with tool calling state management and integration with internal APIs databases and business systems Develop and implement adaptive and generative models for structured and tabular financial data Design multi step AI workflows for business process automation Develop RAG pipelines including document processing embeddings retrieval reranking and context management Implement structured LLM outputs and task specific evaluation pipelines Deploy and optimize local LLMs using GPU inference quantization batching and efficient model serving Build and maintain MLOps workflows including Docker based deployment CI CD model and data versioning monitoring and performance tracking Collaborate with product data backend and infrastructure teams to transform business requirements into scalable AI solutions Document AI architectures workflows data flows and deployment processes Required Skills Strong Python programming and software engineering skills Proficiency in Python and common ML frameworks such as PyTorch Hugging Face Transformers or similar machine learning frameworks Experience with tabular and financial data including feature engineering and model evaluation Practical experience in building LLM based applications or AI agents Experience with locally hosted or open source LLMs and GPU based inference Understanding of agent orchestration tool calling state management and workflow automation Experience with RAG embeddings vector databases retrieval reranking and structured outputs Experience with model evaluation prompt testing and performance analysis Hands on experience with Docker APIs Git CI CD model serving monitoring and versioning Preferred Qualifications Experience with orchestration frameworks such as LangGraph LangChain LlamaIndex or equivalent custom architectures Experience with model serving technologies such as vLLM TGI or similar inference engines Familiarity with Kubernetes MLflow Airflow or comparable MLOps tools Experience with financial or tabular data credit scoring risk modelling or lending systems تهران تهران حشمتیه تمام وقت ازکی وام کارشناس جنسیت تفاوتی ندارد اینترنت تجارت الکترونیک خدمات آنلاین