Iteration Layer

Convert Resume to Markdown

Convert a resume PDF to clean markdown for LLM parsing or candidate pipelines.

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Who this is for

Recruiting platforms and HR automation tools use this recipe to convert candidate resumes to structured markdown before feeding them into LLM screening, comparison, or extraction workflows.

Request
curl -X POST https://api.iterationlayer.com/document-to-markdown/v1/convert \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "file": {
      "type": "url",
      "name": "resume.pdf",
      "url": "https://example.com/candidates/jane-doe-resume.pdf"
    }
  }'
Response
{
  "success": true,
  "data": {
    "name": "resume.pdf",
    "mime_type": "application/pdf",
    "markdown": "# Jane Doe\n\njane.doe@example.com | +49 30 12345678 | Berlin, Germany\n\n## Experience\n\n**Senior Software Engineer** — Acme GmbH (2021–present)\n- Led backend development for a B2B SaaS platform serving 500+ enterprise clients\n- Reduced API response time by 40% through query optimization and caching\n\n**Software Engineer** — Startup AG (2018–2021)\n- Built and maintained REST APIs in Elixir and Go\n- Introduced automated testing, raising code coverage from 30% to 85%\n\n## Education\n\n**M.Sc. Computer Science** — TU Berlin (2018)\n\n## Skills\n\nElixir, Go, TypeScript, PostgreSQL, Redis, Docker, Kubernetes"
  }
}
Request
import { IterationLayer } from "iterationlayer";

const client = new IterationLayer({ apiKey: "YOUR_API_KEY" });

const result = await client.convertToMarkdown({
  file: {
    type: "url",
    name: "resume.pdf",
    url: "https://example.com/candidates/jane-doe-resume.pdf",
  },
});
Response
{
  "success": true,
  "data": {
    "name": "resume.pdf",
    "mime_type": "application/pdf",
    "markdown": "# Jane Doe\n\njane.doe@example.com | +49 30 12345678 | Berlin, Germany\n\n## Experience\n\n**Senior Software Engineer** — Acme GmbH (2021–present)\n- Led backend development for a B2B SaaS platform serving 500+ enterprise clients\n- Reduced API response time by 40% through query optimization and caching\n\n**Software Engineer** — Startup AG (2018–2021)\n- Built and maintained REST APIs in Elixir and Go\n- Introduced automated testing, raising code coverage from 30% to 85%\n\n## Education\n\n**M.Sc. Computer Science** — TU Berlin (2018)\n\n## Skills\n\nElixir, Go, TypeScript, PostgreSQL, Redis, Docker, Kubernetes"
  }
}
Request
from iterationlayer import IterationLayer

client = IterationLayer(api_key="YOUR_API_KEY")

result = client.convert_to_markdown(
    file={
        "type": "url",
        "name": "resume.pdf",
        "url": "https://example.com/candidates/jane-doe-resume.pdf",
    }
)
Response
{
  "success": true,
  "data": {
    "name": "resume.pdf",
    "mime_type": "application/pdf",
    "markdown": "# Jane Doe\n\njane.doe@example.com | +49 30 12345678 | Berlin, Germany\n\n## Experience\n\n**Senior Software Engineer** — Acme GmbH (2021–present)\n- Led backend development for a B2B SaaS platform serving 500+ enterprise clients\n- Reduced API response time by 40% through query optimization and caching\n\n**Software Engineer** — Startup AG (2018–2021)\n- Built and maintained REST APIs in Elixir and Go\n- Introduced automated testing, raising code coverage from 30% to 85%\n\n## Education\n\n**M.Sc. Computer Science** — TU Berlin (2018)\n\n## Skills\n\nElixir, Go, TypeScript, PostgreSQL, Redis, Docker, Kubernetes"
  }
}
Request
import il "github.com/iterationlayer/sdk-go"

client := il.NewClient("YOUR_API_KEY")

result, err := client.ConvertToMarkdown(il.ConvertRequest{
  File: il.NewFileFromURL(
    "resume.pdf",
    "https://example.com/candidates/jane-doe-resume.pdf",
  ),
})
Response
{
  "success": true,
  "data": {
    "name": "resume.pdf",
    "mime_type": "application/pdf",
    "markdown": "# Jane Doe\n\njane.doe@example.com | +49 30 12345678 | Berlin, Germany\n\n## Experience\n\n**Senior Software Engineer** — Acme GmbH (2021–present)\n- Led backend development for a B2B SaaS platform serving 500+ enterprise clients\n- Reduced API response time by 40% through query optimization and caching\n\n**Software Engineer** — Startup AG (2018–2021)\n- Built and maintained REST APIs in Elixir and Go\n- Introduced automated testing, raising code coverage from 30% to 85%\n\n## Education\n\n**M.Sc. Computer Science** — TU Berlin (2018)\n\n## Skills\n\nElixir, Go, TypeScript, PostgreSQL, Redis, Docker, Kubernetes"
  }
}
Template
{
  "name": "Convert Resume to Markdown",
  "nodes": [
    {
      "parameters": {
        "content": "## Convert Resume to Markdown

Recruiting platforms and HR automation tools use this recipe to convert candidate resumes to structured markdown before feeding them into LLM screening, comparison, or extraction workflows.

**Note:** This workflow uses the Iteration Layer community node (`n8n-nodes-iterationlayer`). Install it via Settings > Community Nodes before importing. Self-hosted n8n only.",
        "height": 280,
        "width": 500,
        "color": 2
      },
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        200,
        40
      ],
      "id": "f3eb0ee8-29a6-4e97-9561-e25585c40171",
      "name": "Overview"
    },
    {
      "parameters": {
        "content": "### Step 1: Convert Document to Markdown
Resource: **Document to Markdown**

Configure the Document to Markdown parameters below, then connect your credentials.",
        "height": 160,
        "width": 300,
        "color": 6
      },
      "type": "n8n-nodes-base.stickyNote",
      "typeVersion": 1,
      "position": [
        475,
        100
      ],
      "id": "281fedea-1917-4786-8f97-e6cb02f31045",
      "name": "Step 1 Note"
    },
    {
      "parameters": {},
      "type": "n8n-nodes-base.manualTrigger",
      "typeVersion": 1,
      "position": [
        250,
        300
      ],
      "id": "4abc0d95-5348-4afe-9f0a-7d40078184d2",
      "name": "Manual Trigger"
    },
    {
      "parameters": {
        "resource": "documentToMarkdown",
        "fileInputMode": "url",
        "fileName": "resume.pdf",
        "fileUrl": "https://example.com/candidates/jane-doe-resume.pdf"
      },
      "type": "n8n-nodes-iterationlayer.iterationLayer",
      "typeVersion": 1,
      "position": [
        500,
        300
      ],
      "id": "bfd7632c-6703-4c1c-87e2-7dfb7a35475b",
      "name": "Convert Document to Markdown",
      "credentials": {
        "iterationLayerApi": {
          "id": "1",
          "name": "Iteration Layer API"
        }
      }
    }
  ],
  "connections": {
    "Manual Trigger": {
      "main": [
        [
          {
            "node": "Convert Document to Markdown",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  },
  "settings": {
    "executionOrder": "v1"
  }
}
Prompt
Convert the resume PDF at [file URL] to markdown. Use the convert_document_to_markdown tool with the file URL.

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