These are the ATS keywords, credentials, and software terms that recur across current prompt engineer job descriptions — organized so you can scan for what your resume is missing. Placement matters as much as presence: an ATS keyword buried in a skills list ranks lower than the same term used in context inside an experience bullet.

Title variants

  • Prompt Engineer
  • AI Engineer
  • LLM Engineer
  • Generative AI Engineer
  • AI Product Engineer
  • Applied AI Engineer
  • Machine Learning Engineer (Applied)
  • AI Solutions Architect
  • Developer Relations Engineer AI

Core disciplines

  • prompt engineering
  • large language model
  • LLM
  • generative AI
  • foundation model
  • retrieval-augmented generation
  • RAG
  • AI agent
  • agentic AI

Foundation models

  • Claude
  • Claude 3.5
  • Claude 4
  • GPT-4
  • GPT-4o
  • o1
  • o3
  • Gemini
  • Gemini Pro
  • Gemini Flash
  • Llama
  • Llama 3
  • Mistral
  • Mistral Large
  • Command R
  • Cohere
  • Qwen
  • Phi-3

AI companies and APIs

  • Anthropic
  • OpenAI
  • Google AI
  • Mistral AI
  • Cohere
  • Hugging Face
  • Ollama
  • vLLM

Orchestration frameworks

  • LangChain
  • LlamaIndex
  • LangGraph
  • DSPy
  • Semantic Kernel
  • AutoGen
  • CrewAI
  • Swarm

RAG components

  • vector database
  • embeddings
  • Pinecone
  • Weaviate
  • Chroma
  • PGVector
  • Milvus
  • Qdrant
  • chunk size
  • overlap
  • re-ranking
  • cross-encoder
  • BM25
  • hybrid retrieval

Prompt techniques

  • chain-of-thought
  • CoT
  • few-shot
  • zero-shot
  • function calling
  • tool use
  • structured output
  • JSON mode
  • XML prompt
  • system prompt
  • meta-prompting
  • ReAct

Evaluation tools

  • PromptFoo
  • Braintrust
  • LangSmith
  • RAGAS
  • evaluation dataset
  • eval
  • red-teaming
  • hallucination detection
  • accuracy
  • retrieval precision
  • F1

Safety and alignment

  • red-teaming
  • jailbreak
  • prompt injection
  • adversarial prompting
  • NeMo Guardrails
  • Llama Guard
  • constitutional AI
  • RLHF
  • DPO
  • alignment

Fine-tuning

  • fine-tuning
  • LoRA
  • QLoRA
  • PEFT
  • Hugging Face
  • parameter-efficient
  • SFT
  • supervised fine-tuning

Tools

  • Python
  • Jupyter
  • REST API
  • Git
  • GitHub
  • JSON
  • YAML
  • streaming
  • context window
  • token

Long-tail phrases

  • prompt engineer resume
  • prompt engineering resume
  • AI engineer resume
  • LLM engineer resume
  • how to write a prompt engineer resume
  • generative AI engineer resume
  • prompt engineer cv 2026

Pasting these terms into your resume verbatim without matching context can read as keyword stuffing to a human reviewer, even if it passes the ATS. The full Prompt Engineer resume guide shows where each category belongs and how to work it into real experience bullets.