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AI Engineer

Fulcrum Collaborations

Salary not specified
Sep 3, 2025
Glen Allen, VA, US
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MCIM is seeking an AI Engineer to build and ship functional AI prototypes that demonstrate real business value, leveraging agentic frameworks and LLM-based tools to simplify data center management.

Requirements

  • Leverage agentic frameworks like LangChain, CrewAI, and Autogen to rapidly design and deploy multi-agent systems and LLM-based tools.
  • Hands-on experimentation using tools like LangChain, Langsmith, Hugging Face, PyTorch, TensorFlow, etc.
  • Familiar with modern system architectures, infrastructure as code, prompting strategies, observability and end-to-end software delivery.
  • Proven experience delivering AI/ML solutions (LLM integrations, agentic workflows, full-stack prototypes, observability)
  • Comfort with tools like LangChain, Autogen, CrewAI, Replit, and Hugging Face
  • Programming comfort (Python preferred) and ability to connect AI logic to live data backends with observability
  • Experience working with structured and unstructured data; SQL knowledge a plus

Responsibilities

  • Use generative and agent-based tools (Cursor, Windsurf, Cline, Replit etc.) to build functional proof-of-concepts using real MCIM data.
  • Build and manage infrastructure for autonomous agents capable of coordinating within MCIM’s enterprise SaaS workflows.
  • Partner with Data Engineering to align models with MCIM’s ontology and ensure system performance, scalability, and reliability.
  • Connect front-end interfaces with back-end AI logic to create end-to-end MVPs with real user value.

Other

  • Reporting directly to the founder.
  • Comfortable working solo or in small teams to move from idea demo quickly.
  • Understand how to implement LLMs and agents to solve real problems—not just theorize about them.
  • Self-starter mindset with strong curiosity, communication, and collaboration instincts
  • Prior work inside a fast-paced innovation or R&D group preferred