A leading technology organization is seeking an experienced GenAI Developer to lead the development and implementation of advanced AI solutions in a Production environment.
The role involves designing and building end-to-end LLM-based systems – from RAG architecture and agent orchestration to complex workflow design and full integration with existing business systems in the cloud.
This is a fully remote position (100% Remote).
Minimum requirements (must-have):
- B.Sc. in Computer Science (or equivalent practical experience in software/ML engineering).
- 4+ years of professional experience, including:
- 2+ years in GenAI building agentic/workflow orchestration solutions (strong preference for LangChain/LangGraph or equivalent frameworks).
- 2+ years backend development in Python, including building APIs/services and integrating with data systems.
- Hands-on integration experience with databases/search systems, ideally PostgreSQL and ElasticSearch.
- Proven production experience delivering RAG systems, including ingestion, indexing, retrieval, and integration into real business workflows.
- Proven experience building evaluation methods for agentic workflows (automated tests, metrics, quality monitoring)
- Cloud experience, preferably Microsoft Azure
- Strong stakeholder-facing experience: ability to work directly with customers/stakeholders (requirements discovery, iterative feedback loops, demos), not only executing tasks handed down without direct client interaction.
Advantages:
- M.Sc. (or higher) in Data Science / ML / Computer Science.
- Experience with graph databases, especially Neo4j, and graph-based retrieval / knowledge graph integrations.
- Deep knowledge of RAG best practices (hybrid retrieval, reranking, grounding, structured outputs, guardrails).
- Experience with enterprise-scale observability/monitoring for GenAI systems (tracing, eval pipelines, failure analysis)
- Strong MLOps/DevOps experience (CI/CD, Docker, Kubernetes, testing strategy, performance optimization).
- Experience with Azure ecosystem services commonly used in GenAI solutions (e.g., Azure OpenAI, Azure AI Search, Blob Storage, Key Vault)
Who Are We?
Malam Team, Israel's leading IT services group, delivers end-to-end computing solutions across the information technology spectrum, adhering to international standards of quality, service, and professionalism. Combining technological innovation with decades of proven experience, Malam Team specializes in designing, implementing, and integrating advanced IT systems. With approximately 4,500 experts in diverse IT fields, we operate from our facilities and customer sites nationwide. Each of our business units focuses on distinct areas of expertise, and their integration creates comprehensive solutions that maximize value for our clients. Malam Team holds strategic partnerships with most international manufacturers and represents leading products in their respective fields.