Forward Deployment AI Engineer

Lyra Technology Group

$120K — $150K *
Tampa, FL 33647In-Person
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Computer Science, Engineering, Information Systems, or related field.
  • Legally authorized to work in the U.S. without employer sponsorship.
  • 2+ years of experience in software engineering, AI/ML engineering, or technical consulting.
  • Proficient in Python with experience in REST APIs and cloud services.
  • Hands-on experience with LLM APIs like OpenAI or Anthropic.
  • Understanding of prompt engineering and agentic workflow patterns.
  • Strong communication skills to engage non-technical stakeholders.

Responsibilities

  • Embed with clients to identify operational pain points and high-ROI AI opportunities.
  • Design and build AI agents using frameworks such as LangChain or AutoGen.
  • Develop AI-powered workflows integrating with clients' existing systems.
  • Engineer automation solutions for document processing and data extraction.
  • Manage the entire delivery lifecycle from scoping to testing and documentation.
  • Train client teams on solution maintenance and iteration post-deployment.
  • Serve as a trusted advisor, translating AI capabilities into business value.

Benefits

  • Opportunity to work directly with clients and impact their operations.
  • Hands-on engineering experience in various industries.
  • Collaborative work environment with a focus on real-world problem solving.
  • Exposure to the latest AI technologies and frameworks.
  • Travel to client sites for on-the-ground engagements.
Full Job Description
Lyra Tech Group is looking for a Forward Deployed AI Engineer for one of our operating companies. As an FDE, you will work directly inside our clients' businesses - rolling up your sleeves to design, build, and deploy AI-powered solutions that create real operational impact. You won't be sitting behind a desk writing specs; you'll be on-site at small and mid-size businesses diagnosing inefficiencies, earning stakeholder trust, and shipping production-grade AI agents, automated workflows, and engineering solutions that change how these organizations run. This is a hands-on, client-facing engineering role built for someone who is as comfortable presenting to a business owner as they are writing Python.

Your work as a Forward Deployment AI Engineer will include several components:
• Embed directly with clients to discover operational pain points, map workflows, and identify high-ROI opportunities for AI and automation
• Design and build AI agents using frameworks such as LangChain, LangGraph, AutoGen, or similar - including tool-use, memory, and multi-agent orchestration patterns
• Develop AI-powered workflows that integrate with clients' existing systems (CRMs, ERPs, cloud platforms, communication tools, etc.)
• Engineer automation solutions across areas such as document processing, data extraction, reporting, customer communication, and internal operations
• Own the full delivery lifecycle - from scoping and architecture to build, testing, handoff, and lightweight documentation
• Train and enable client teams to maintain and iterate on solutions post-deployment
• Serve as a trusted technical advisor, translating complex AI capabilities into clear business value for non-technical stakeholders
• Contribute internally by codifying reusable components, playbooks, and delivery templates that scale across the practice

Our ideal Forward Deployment AI Engineer has the following qualifications:
• Bachelor's degree in Computer Science, Engineering, Information Systems, or a related technical field
• Must be legally authorized to work in the United States without employer sponsorship now or in the future
• 2+ years of professional experience in software engineering, AI/ML engineering, or a technical consulting role
• Working proficiency in Python and familiarity with REST APIs and cloud services
• Hands-on experience building with LLM APIs (OpenAI, Anthropic, Gemini, or similar)
• Understanding of prompt engineering, RAG (Retrieval-Augmented Generation), and agentic workflow patterns
• Ability to work independently in ambiguous, fast-moving client environments
• Strong communication skills - you can explain a vector database to a CFO without losing them

Preferred
• Experience with workflow automation platforms (Zapier, Make, n8n, or similar)
• Familiarity with vector databases (Pinecone, Weaviate, Chroma) and embedding pipelines
• Exposure to low-code/no-code tools alongside custom-code solutions
• Prior client-facing, consulting, or forward-deployed engineering experience
• Experience working with SMB clients across industries such as professional services, healthcare, logistics, or retail

Who Thrives in This Role
You're a builder who gets energy from solving real problems for real people. You're not waiting for perfect requirements - you ask good questions, form a hypothesis, and get something in front of stakeholders fast. You're comfortable being the most technical person in the room for one hour and a junior learner the next. You care about the outcome, not just the code.

The targeted base salary range for this role is $120,000-$150,000 per year, depending on experience. You must live within a reasonable commuting distance of the operating company and be willing to travel to client sites as needed.

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