AI Engineer
- תל אביב
- משרה קבועה
- משרה מלאה
- Design and build AI-driven solutions that address complex, free-text customer queries and enhance real-time personalized banking interactions.
- Develop Generative AI systems, including Retrieval-Augmented Generation (RAG) pipelines, AI agent frameworks, and other advanced GenAI solutions.
- Collaborate closely with product managers, data scientists, and engineers in a highly dynamic and innovative environment.
- Leverage a modern AI tech stack, including: Closed and open source language models, LangChain, LangGraph, LlamaIndex, Vector databases, AI orchestration platforms
- Ensure solutions are context-aware, secure, and scalable.
- Hold an M.Sc./Ph.D. degree in Computer Science, Engineering, Mathematics, Statistics, or another related quantitative field that offers a solid foundation for data science and machine learning - a must.
- +2 years of proven production experience in developing generative AI systems, including RAG pipelines, AI agent frameworks, and other advanced GenAI solutions - a must.
- Proficiency in Python and LLMs- a must.
- Experience with building agentic workflows with GenAI libraries and tools, such as LangChain, LangGraph, LlamaIndex, and Multi-Agent systems.
- Experience developing NLP models at scale, from inception to production, with business impact.
- Skill set includes software engineering, data infrastructure, and familiarity with RDBMS/NoSQL.
- Strong expertise in prompt engineering and prompt optimization techniques.
- Exhibit robust problem-solving skills, with the capability to identify business challenges, formulate data-driven hypotheses, and design experiments to test and validate these hypotheses.
- Experience in both deep learning and classical machine learning models.
- Strong background in NLP.
- Expertise in machine learning engineering, including model deployment and scalability.
- Research experience with a publication record is an advantage.
Mploy