Senior Advisor, Data Science
Dell Technologies1 day ago
Israel (city not specified)Mid Level / Senior
Responsibilities
- Design and develop AI-powered solutions and intelligent data processing pipelines for document processing, text extraction, semantic enrichment, embeddings, and knowledge extraction.
- Build and optimize Retrieval-Augmented Generation solutions integrating Large Language Models, semantic search, vector databases, and knowledge representation technologies.
- Develop intelligent AI agents that understand requests, reason, select tools, and execute multi-step tasks across structured and unstructured enterprise data.
- Design and implement integrations with APIs, enterprise systems, and external tools.
- Evaluate and improve solution accuracy, retrieval relevance, performance, and reliability.
- Collaborate with Data Engineers, Data Scientists, Architects, and Product Managers to deliver scalable, production-ready AI applications.
- Apply software engineering best practices, security, data privacy, and responsible AI principles.
Requirements
- Require 4–6 years of professional experience in software engineering, AI engineering, or machine learning engineering.
- Require a master’s degree in Computer Science, Software Engineering, Artificial Intelligence, or a related technical discipline.
- Require strong Python programming skills and experience developing production-quality software.
- Require understanding of machine learning, deep learning, natural language processing, and modern AI concepts.
- Require hands-on experience with Large Language Models, generative AI applications, RAG-based solutions, embeddings, vector search, semantic search, and information retrieval.
- Require experience with LangChain, LangGraph, LlamaIndex, or equivalent AI development frameworks, including agent orchestration, tool calling, MCP, REST APIs, and microservices.
- Require hands-on Docker and Kubernetes experience, including deploying, managing, and troubleshooting containerized applications.
- Require familiarity with relational and NoSQL databases, software architecture, testing, and Git.
- Prefer experience with Elasticsearch, Neo4j or other graph databases, knowledge graph modeling, Text-to-SQL, document intelligence, OCR, or large-scale unstructured information processing.
- Prefer experience building autonomous or multi-agent AI systems, deploying and maintaining production AI solutions, and using AI evaluation frameworks, observability, and LLM performance optimization.
Tech Stack
Categories
About Dell Technologies
Dell Technologies builds PCs, monitors, and peripherals for consumers and enterprises, and provides servers, storage, networking, and edge solutions for data centers. It sells hardware, software, and support services through direct, channel, and online models to organizations of all sizes and the public sector. Founded in 1984 and headquartered in Round Rock, Texas, it includes the former EMC storage business and operates globally across client computing and infrastructure markets.