0001 Applied Materials, Inc
0001 Applied Materials, IncVerified Source

Data Scientist, Agentic AI & Multi-Agent Systems

Onsite · Austin, Texas
Posted August 12, 2026
payroll

Overview

You will own the architecture, design, and implementation of Agentic AI and Multi-Agent Systems that solve complex manufacturing challenges through autonomous reasoning. You will lead a team of AI engineers and data scientists, building scalable platforms with LangGraph, AutoGen, and CrewAI. This role drives enterprise AI strategy, delivering production-grade solutions that improve decision intelligence and operational efficiency.

What You'll Do10

  • 1Lead architecture and implementation of Agentic AI and Multi-Agent Systems using LangGraph, AutoGen, CrewAI, and Semantic Kernel.
  • 2Drive development of AI agents for workflow automation, knowledge retrieval, and operational optimization.
  • 3Build scalable AI platforms with agent orchestration, memory management, and RAG integration.
  • 4Develop reasoning, planning, and orchestration agents that improve business outcomes.
  • 5Collaborate with stakeholders to prioritize high-value AI use cases and translate them into production solutions.
  • 6Establish LLMOps best practices covering governance, evaluation, and security.
  • 7Architect enterprise AI platforms leveraging Azure AI, Databricks, Python, and vector databases.
  • 8Optimize agent memory and knowledge graphs for contextual awareness.
  • 9Lead proof-of-concept development and production deployments with measurable business value.
  • 10Mentor engineers and stay hands-on with coding and architecture reviews.

Requirements8

  • 17+ years in software engineering, data science, or AI.
  • 23+ years building production-grade AI/ML solutions with Python.
  • 33+ years developing Generative AI, Agentic AI, or RAG applications.
  • 4Expertise in LLMs, vector databases, and knowledge graphs.
  • 5Experience with Azure AI, Databricks, OpenAI, and LangGraph.
  • 6Track record delivering enterprise-scale AI products from concept to production.
  • 7Bachelor's degree in Computer Science, AI, or Data Science.
  • 8Strong communication skills for executive and technical audiences.

Salary Insight

Salary not disclosed in listing

Location

Typeonsite
LocationAustin, Texas

Required Skills

agentic aimulti-agent systemspythonazure ailanggraph
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