Forward Deployed AI Engineer

3 weeks, 3 days ago
Junior
Software Development
Flatgigs

Flatgigs

FlatGigs tailors recruitment strategies for flat-structured companies, aligning teams with skills and culture. Utilizing tech tools for precise candidate organization.

Professional Services

Description

  • Understand client operational workflows and convert them into technical artifacts.
  • Connect to enterprise systems and internal data sources to ingest real-world information.
  • Build context graphs from structured and unstructured enterprise data.
  • Develop AI agents, retrieval systems, and workflow automation prototypes.
  • Rapidly prototype AI use cases that improve operations such as document extraction, incident management, and workflow discovery.
  • Translate ambiguous business problems into technical designs, data models, prompts, pipelines, and applications.
  • Support reliable production deployments in client cloud or enterprise environments.
  • Work with senior engineers and business stakeholders to refine prototypes into maintainable systems.

Requirements

  • Strong Python fundamentals.
  • Basic backend development experience.
  • Familiarity with APIs, databases, and cloud services.
  • Interest in LLMs, agents, retrieval, structured outputs, and tool-calling.
  • Familiarity with data pipelines and messy real-world datasets.
  • Experience with FastAPI, LangChain, LangGraph, vector databases, document processing, or knowledge graphs is a plus.
  • AWS experience is a plus.
  • Experience with enterprise data, analytics, or workflow automation is a strong plus.
  • Comfort working with incomplete, messy, or poorly documented data.
  • Ability to move quickly from vague requirements to a working prototype.

Interested in this position?

Apply directly on the company website

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