Senior Forward Deployed Engineer (ai Agent)

Cresta Cresta · Vertical AI · APAC · Remote · Engineering

Senior Forward Deployed Engineer (AI Agent) role focused on developing, deploying, and optimizing AI agents for enterprise customers. This role involves system integration, performance optimization, customer collaboration, and providing technical guidance on AI agent best practices. Requires strong programming skills (Python, Golang), familiarity with LLMs, prompt engineering, AI agent frameworks, RAG, and cloud/DevOps practices.

What you'd actually do

  1. Develop, configure, deploy, and optimize AI agents using Cresta’s AI platform and tools.
  2. Build AI agent integrations with external systems (APIs, databases, CRMs, etc.) to ensure seamless workflow integration.
  3. Optimize AI agent performance (e.g. fine-tune prompts and configurations) and troubleshoot issues in complex enterprise environments.
  4. Collaborate with customers and internal stakeholders to gather technical requirements and translate business needs into AI Agent solutions.
  5. Conduct interactive demos and present compelling proof-of-concepts to prospective customers, proactively gather feedback, and iteratively refine solutions to meet objectives.

Skills

Required

  • Python
  • Golang
  • AWS, GCP, or Azure
  • DevOps practices (CI/CD, containerization, monitoring)
  • APIs
  • webhooks
  • data pipelines
  • project management skills

Nice to have

  • large language models (LLMs)
  • prompt engineering techniques
  • AI agent frameworks
  • function calling
  • retrieval-augmented generation (RAG)
  • A/B testing
  • performance monitoring

What the JD emphasized

  • Hands-on experience with large language models (LLMs)
  • Hands-on experience of building such a system is strongly preferred
  • Strong understanding of general AI agent frameworks
  • function calling
  • retrieval-augmented generation (RAG)

Other signals

  • Deploying AI agents
  • LLMs and AI Agent systems
  • Customer engagement
  • Integrate them seamlessly with external systems