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Senior Generative AI Engineer
В офисеПолная занятостьAI EngineeringBanking
Lead the strategy, development, and deployment of generative AI solutions for a banking organization, from identifying opportunities through implementation, measurement, and wider adoption. Full-time, on-site role at the bank’s headquarters in Lod, Israel.
Обязанности
- Set the strategy and design architecture for generative AI solutions, including multi-agent systems and RAG.
- Design and optimize RAG pipelines that combine large language models with structured and unstructured data, knowledge graphs, and vector stores.
- Build and automate AI solutions using AWS services, including Bedrock, S3, SageMaker, Lambda, and Step Functions.
- Lead proof-of-concept work and evaluate emerging generative AI technologies against business needs.
- Integrate AI solutions with existing banking systems through APIs and microservices.
- Collaborate with data engineers, analysts, and product managers to turn business needs into practical AI solutions.
- Implement MLOps practices, including CI/CD, Docker, and monitoring, to support reliable and maintainable applications.
Требования
- At least 5 years of hands-on Python development experience, including building and deploying AI and machine-learning applications.
- Extensive hands-on experience with AWS services relevant to AI/ML, including S3, Glue, Athena, SageMaker, Lambda, and Bedrock.
- Experience with generative AI frameworks such as LangChain, LlamaIndex, or Haystack.
- Practical experience designing and deploying RAG applications, using vector databases and document-indexing techniques.
- Strong understanding of software development practices, including Git, clean code, and unit testing.
- Ability to break down complex business challenges into practical technical tasks.
Будет плюсом
- Experience in financial services, fintech, or other highly regulated industries.
- Familiarity with graph databases such as Neo4j or Amazon Neptune.
- Experience with MLOps platforms such as Kubeflow or MLflow.
- A master’s or doctoral degree in computer science, artificial intelligence, or a related field.