{
 "name": "Scale AI Forward Deployed Engineer postings, FDE Dispatch snapshot October 24, 2026",
 "publisher": "FDE Dispatch",
 "url": "https://fdedispatch.com/scale-ai-forward-deployed-engineer/",
 "snapshot_date": "2026-10-24",
 "population": "Scale AI rows with in_page_stats = true in fde-postings-2026-10-24.json (the same 725-posting / 121-employer population counted on the salary, job titles, locations and travel pages). All 11 come from Scale AI's Greenhouse board. 9 are engineer-family titles and 2 are Deployment Strategist titles. GPS in the Full-Stack titles expands to Global Public Sector in the posting texts.",
 "affiliation_note": "FDE Dispatch is not affiliated with Scale AI. Figures come from Scale AI public job postings on the snapshot date.",
 "totals": {
  "scale_ai_postings": 11,
  "fde_family_postings": 725,
  "fde_family_employers": 121,
  "scale_ai_share_pct": 1.5,
  "rank_by_postings": 9,
  "tied_at_rank_with": [
   "Cloudflare",
   "Cohere"
  ],
  "role_families": {
   "deployment_strategist": 2,
   "engineer": 9
  }
 },
 "title_wording": {
  "tracks": [
   {
    "track": "Full-Stack Software Engineer (Forward Deployed), GPS",
    "postings": 5
   },
   {
    "track": "Frontier Agents Engineer (Forward Deployed Engineering)",
    "postings": 3
   },
   {
    "track": "Deployment Strategist",
    "postings": 2
   },
   {
    "track": "Forward Deployed Software Engineer, Public Sector",
    "postings": 1
   }
  ],
  "titles_by_track": {
   "Deployment Strategist": [
    "Deployment Strategist - DHS/DOJ",
    "Deployment Strategist, Space Systems Command"
   ],
   "Forward Deployed Software Engineer, Public Sector": [
    "Forward Deployed Software Engineer, Public Sector"
   ],
   "Frontier Agents Engineer (Forward Deployed Engineering)": [
    "Frontier Agents Engineer (Forward Deployed Engineering)",
    "Senior Frontier Agents Engineer (Forward Deployed Engineering)",
    "Staff Frontier Agents Engineer (Forward Deployed Engineering)"
   ],
   "Full-Stack Software Engineer (Forward Deployed), GPS": [
    "Senior Full-Stack Software Engineer, (Forward Deployed), GPS",
    "Senior Full-Stack Software Engineer, (Forward deployed), GPS",
    "Staff Full-Stack Software Engineer, (Forward Deployed), GPS",
    "Staff Full-Stack Software Engineer, (Forward Deployed), GPS",
    "Staff FullStack Software Engineer, (Forward Deployed), GPS"
   ]
  },
  "first_listed_locations_by_track": {
   "Deployment Strategist": [
    "Los Angeles, CA",
    "Washington, DC"
   ],
   "Forward Deployed Software Engineer, Public Sector": [
    "Austin, TX; Colorado Springs, CO; Honolulu, HI; Omaha, NE; St. Louis, MO; Washington, DC"
   ],
   "Frontier Agents Engineer (Forward Deployed Engineering)": [
    "San Francisco, CA"
   ],
   "Full-Stack Software Engineer (Forward Deployed), GPS": [
    "Doha, Qatar",
    "London, UK",
    "Riyadh, Saudi Arabia"
   ]
  },
  "gps_expansion": "Global Public Sector (from Scale AI posting texts)",
  "titles": [
   "Deployment Strategist - DHS/DOJ",
   "Deployment Strategist, Space Systems Command",
   "Forward Deployed Software Engineer, Public Sector",
   "Frontier Agents Engineer (Forward Deployed Engineering)",
   "Senior Frontier Agents Engineer (Forward Deployed Engineering)",
   "Senior Full-Stack Software Engineer, (Forward Deployed), GPS",
   "Senior Full-Stack Software Engineer, (Forward deployed), GPS",
   "Staff Frontier Agents Engineer (Forward Deployed Engineering)",
   "Staff Full-Stack Software Engineer, (Forward Deployed), GPS",
   "Staff Full-Stack Software Engineer, (Forward Deployed), GPS",
   "Staff FullStack Software Engineer, (Forward Deployed), GPS"
  ]
 },
 "location": {
  "us_location_counts": {
   "True": 6,
   "False": 5
  },
  "us_located": 6,
  "outside_us": 5,
  "unclassified": 0,
  "outside_us_pct": 45.5,
  "all_employer_outside_us_pct": 40.1,
  "outside_us_rows": [
   {
    "title": "Senior Full-Stack Software Engineer, (Forward Deployed), GPS",
    "location": "London, UK"
   },
   {
    "title": "Senior Full-Stack Software Engineer, (Forward deployed), GPS",
    "location": "Riyadh, Saudi Arabia"
   },
   {
    "title": "Staff Full-Stack Software Engineer, (Forward Deployed), GPS",
    "location": "Riyadh, Saudi Arabia"
   },
   {
    "title": "Staff Full-Stack Software Engineer, (Forward Deployed), GPS",
    "location": "London, UK"
   },
   {
    "title": "Staff FullStack Software Engineer, (Forward Deployed), GPS",
    "location": "Doha, Qatar"
   }
  ],
  "us_located_rows": [
   {
    "title": "Deployment Strategist - DHS/DOJ",
    "location": "Washington, DC",
    "all_locations": "Washington, DC; Washington, District of Columbia, United States"
   },
   {
    "title": "Deployment Strategist, Space Systems Command",
    "location": "Los Angeles, CA",
    "all_locations": "Los Angeles, CA"
   },
   {
    "title": "Forward Deployed Software Engineer, Public Sector",
    "location": "Austin, TX; Colorado Springs, CO; Honolulu, HI; Omaha, NE; St. Louis, MO; Washington, DC",
    "all_locations": "Austin, TX; Colorado Springs, CO; Honolulu, HI; Omaha, NE; St. Louis, MO; Washington, DC; Washington, District of Columbia, United States"
   },
   {
    "title": "Frontier Agents Engineer (Forward Deployed Engineering)",
    "location": "San Francisco, CA",
    "all_locations": "San Francisco, CA; New York, New York, United States; San Francisco, California, United States"
   },
   {
    "title": "Senior Frontier Agents Engineer (Forward Deployed Engineering)",
    "location": "San Francisco, CA",
    "all_locations": "San Francisco, CA; New York, New York, United States; San Francisco, California, United States"
   },
   {
    "title": "Staff Frontier Agents Engineer (Forward Deployed Engineering)",
    "location": "San Francisco, CA",
    "all_locations": "San Francisco, CA; New York, New York, United States; San Francisco, California, United States"
   }
  ],
  "first_listed_location": {
   "San Francisco, CA": 3,
   "London, UK": 2,
   "Riyadh, Saudi Arabia": 2,
   "Washington, DC": 1,
   "Los Angeles, CA": 1,
   "Austin, TX; Colorado Springs, CO; Honolulu, HI; Omaha, NE; St. Louis, MO; Washington, DC": 1,
   "Doha, Qatar": 1
  },
  "distinct_us_cities_listed": [
   "Austin, TX",
   "Colorado Springs, CO",
   "Honolulu, HI",
   "Los Angeles, CA",
   "New York, NY",
   "Omaha, NE",
   "San Francisco, CA",
   "St. Louis, MO",
   "Washington, DC"
  ],
  "multi_location_postings": [
   {
    "title": "Deployment Strategist - DHS/DOJ",
    "listed_locations": 2
   },
   {
    "title": "Forward Deployed Software Engineer, Public Sector",
    "listed_locations": 7
   },
   {
    "title": "Frontier Agents Engineer (Forward Deployed Engineering)",
    "listed_locations": 3
   },
   {
    "title": "Senior Frontier Agents Engineer (Forward Deployed Engineering)",
    "listed_locations": 3
   },
   {
    "title": "Senior Full-Stack Software Engineer, (Forward Deployed), GPS",
    "listed_locations": 2
   },
   {
    "title": "Senior Full-Stack Software Engineer, (Forward deployed), GPS",
    "listed_locations": 2
   },
   {
    "title": "Staff Frontier Agents Engineer (Forward Deployed Engineering)",
    "listed_locations": 3
   },
   {
    "title": "Staff Full-Stack Software Engineer, (Forward Deployed), GPS",
    "listed_locations": 2
   },
   {
    "title": "Staff Full-Stack Software Engineer, (Forward Deployed), GPS",
    "listed_locations": 2
   },
   {
    "title": "Staff FullStack Software Engineer, (Forward Deployed), GPS",
    "listed_locations": 2
   }
  ]
 },
 "remote": {
  "remote_listed": 0,
  "remote_listed_pct": 0.0,
  "all_employer_remote_listed": 199,
  "all_employer_remote_listed_pct": 27.4,
  "remote_listed_top_employers": {
   "Databricks": 95,
   "ElevenLabs": 9,
   "Cursor": 7,
   "LangChain": 7,
   "Cohere": 6,
   "Salesforce": 6
  },
  "remote_listed_titles": [],
  "workplace_labels": [
   {
    "label": "blank",
    "postings": 11
   }
  ],
  "note": "Remote-listed uses the locations-index definition (board marks remote or a listed location contains Remote). Workplace is the ATS workplaceType as captured; blank means empty. None of the 11 Scale AI postings list remote; all 11 leave workplace blank."
 },
 "travel": {
  "mentioned": 3,
  "pct_stated": 3,
  "upper_bounds": {
   "30": 2,
   "50": 1
  },
  "median_upper_bound": 30,
  "all_employer_median_upper_bound": 30.0,
  "stated_labels": [
   "50%",
   "20-30%"
  ],
  "by_track": {
   "Deployment Strategist": {
    "postings": 2,
    "stated": 2,
    "upper_bounds": {
     "30": 2
    },
    "stated_labels": [
     "20-30%"
    ]
   },
   "Forward Deployed Software Engineer, Public Sector": {
    "postings": 1,
    "stated": 1,
    "upper_bounds": {
     "50": 1
    },
    "stated_labels": [
     "50%"
    ]
   },
   "Frontier Agents Engineer (Forward Deployed Engineering)": {
    "postings": 3,
    "stated": 0,
    "upper_bounds": {},
    "stated_labels": []
   },
   "Full-Stack Software Engineer (Forward Deployed), GPS": {
    "postings": 5,
    "stated": 0,
    "upper_bounds": {},
    "stated_labels": []
   }
  },
  "note": "3 of 11 state travel: both Deployment Strategist seats say 20-30% (upper bound 30), and Forward Deployed Software Engineer, Public Sector says 50%. Upper bound = largest number in the stated percentage string."
 },
 "posted_pay": {
  "note": "6 of 11 Scale AI postings list a USD pay range (all 6 US-located seats). The 5 GPS seats outside the US list no range. Engineer median midpoint uses the 4 US engineer-title ranges only (strategist ranges are listed separately). Posted ranges are not offers and exclude equity value. This is a small sample of 11 postings.",
  "us_usd_postings_with_pay": 6,
  "us_engineer_usd_postings_with_pay": 4,
  "engineer_median_midpoint": 240640.0,
  "median_midpoint": 240640.0,
  "all_employer_us_engineer_median_midpoint": 216104.0,
  "all_employer_us_engineer_postings_with_pay": 255,
  "lowest_floor": 176800,
  "highest_top": 315000,
  "by_track": {
   "Deployment Strategist": {
    "us_usd_postings_with_pay": 2,
    "median_midpoint": 213750.0,
    "lowest_floor": 176800,
    "highest_top": 254000,
    "ranges_as_posted": [
     {
      "title": "Deployment Strategist - DHS/DOJ",
      "location": "Washington, DC",
      "role_family": "deployment_strategist",
      "pay_min": 176800,
      "pay_max": 221000,
      "label": "$176,800 to $221,000"
     },
     {
      "title": "Deployment Strategist, Space Systems Command",
      "location": "Los Angeles, CA",
      "role_family": "deployment_strategist",
      "pay_min": 203200,
      "pay_max": 254000,
      "label": "$203,200 to $254,000"
     }
    ]
   },
   "Forward Deployed Software Engineer, Public Sector": {
    "us_usd_postings_with_pay": 1,
    "median_midpoint": 238280.0,
    "lowest_floor": 184000,
    "highest_top": 292560,
    "ranges_as_posted": [
     {
      "title": "Forward Deployed Software Engineer, Public Sector",
      "location": "Austin, TX; Colorado Springs, CO; Honolulu, HI; Omaha, NE; St. Louis, MO; Washington, DC",
      "role_family": "engineer",
      "pay_min": 184000,
      "pay_max": 292560,
      "label": "$184,000 to $292,560"
     }
    ]
   },
   "Frontier Agents Engineer (Forward Deployed Engineering)": {
    "us_usd_postings_with_pay": 3,
    "median_midpoint": 243000.0,
    "lowest_floor": 180000,
    "highest_top": 315000,
    "ranges_as_posted": [
     {
      "title": "Frontier Agents Engineer (Forward Deployed Engineering)",
      "location": "San Francisco, CA",
      "role_family": "engineer",
      "pay_min": 180000,
      "pay_max": 225000,
      "label": "$180,000 to $225,000"
     },
     {
      "title": "Senior Frontier Agents Engineer (Forward Deployed Engineering)",
      "location": "San Francisco, CA",
      "role_family": "engineer",
      "pay_min": 216000,
      "pay_max": 270000,
      "label": "$216,000 to $270,000"
     },
     {
      "title": "Staff Frontier Agents Engineer (Forward Deployed Engineering)",
      "location": "San Francisco, CA",
      "role_family": "engineer",
      "pay_min": 252000,
      "pay_max": 315000,
      "label": "$252,000 to $315,000"
     }
    ]
   },
   "Full-Stack Software Engineer (Forward Deployed), GPS": {
    "us_usd_postings_with_pay": 0,
    "median_midpoint": null,
    "lowest_floor": null,
    "highest_top": null,
    "ranges_as_posted": []
   }
  },
  "ranges_as_posted": [
   {
    "title": "Staff Frontier Agents Engineer (Forward Deployed Engineering)",
    "location": "San Francisco, CA",
    "role_family": "engineer",
    "pay_min": 252000,
    "pay_max": 315000,
    "midpoint": 283500.0,
    "width": 63000,
    "label": "$252,000 to $315,000"
   },
   {
    "title": "Senior Frontier Agents Engineer (Forward Deployed Engineering)",
    "location": "San Francisco, CA",
    "role_family": "engineer",
    "pay_min": 216000,
    "pay_max": 270000,
    "midpoint": 243000.0,
    "width": 54000,
    "label": "$216,000 to $270,000"
   },
   {
    "title": "Forward Deployed Software Engineer, Public Sector",
    "location": "Austin, TX; Colorado Springs, CO; Honolulu, HI; Omaha, NE; St. Louis, MO; Washington, DC",
    "role_family": "engineer",
    "pay_min": 184000,
    "pay_max": 292560,
    "midpoint": 238280.0,
    "width": 108560,
    "label": "$184,000 to $292,560"
   },
   {
    "title": "Deployment Strategist, Space Systems Command",
    "location": "Los Angeles, CA",
    "role_family": "deployment_strategist",
    "pay_min": 203200,
    "pay_max": 254000,
    "midpoint": 228600.0,
    "width": 50800,
    "label": "$203,200 to $254,000"
   },
   {
    "title": "Frontier Agents Engineer (Forward Deployed Engineering)",
    "location": "San Francisco, CA",
    "role_family": "engineer",
    "pay_min": 180000,
    "pay_max": 225000,
    "midpoint": 202500.0,
    "width": 45000,
    "label": "$180,000 to $225,000"
   },
   {
    "title": "Deployment Strategist - DHS/DOJ",
    "location": "Washington, DC",
    "role_family": "deployment_strategist",
    "pay_min": 176800,
    "pay_max": 221000,
    "midpoint": 198900.0,
    "width": 44200,
    "label": "$176,800 to $221,000"
   }
  ],
  "non_us_rows_with_pay": [],
  "rows_without_pay": [
   "Senior Full-Stack Software Engineer, (Forward Deployed), GPS",
   "Senior Full-Stack Software Engineer, (Forward deployed), GPS",
   "Staff Full-Stack Software Engineer, (Forward Deployed), GPS",
   "Staff Full-Stack Software Engineer, (Forward Deployed), GPS",
   "Staff FullStack Software Engineer, (Forward Deployed), GPS"
  ]
 },
 "equity": {
  "scale_ai_equity_mentioned": 6,
  "all_employer_equity_mentioned": 388,
  "all_employer_pct": 53.5,
  "employers_10_plus_postings": [
   {
    "employer": "LangChain",
    "postings": 17,
    "equity_mentioned": 17,
    "pct": 100.0
   },
   {
    "employer": "Databricks",
    "postings": 122,
    "equity_mentioned": 78,
    "pct": 63.9
   },
   {
    "employer": "Cloudflare",
    "postings": 11,
    "equity_mentioned": 7,
    "pct": 63.6
   },
   {
    "employer": "Palantir",
    "postings": 105,
    "equity_mentioned": 60,
    "pct": 57.1
   },
   {
    "employer": "Cohere",
    "postings": 11,
    "equity_mentioned": 6,
    "pct": 54.5
   },
   {
    "employer": "Scale AI",
    "postings": 11,
    "equity_mentioned": 6,
    "pct": 54.5
   },
   {
    "employer": "OpenAI",
    "postings": 32,
    "equity_mentioned": 16,
    "pct": 50.0
   },
   {
    "employer": "Salesforce",
    "postings": 50,
    "equity_mentioned": 9,
    "pct": 18.0
   },
   {
    "employer": "Cognition",
    "postings": 15,
    "equity_mentioned": 1,
    "pct": 6.7
   },
   {
    "employer": "Accenture",
    "postings": 40,
    "equity_mentioned": 0,
    "pct": 0.0
   },
   {
    "employer": "ElevenLabs",
    "postings": 12,
    "equity_mentioned": 0,
    "pct": 0.0
   },
   {
    "employer": "Cursor",
    "postings": 10,
    "equity_mentioned": 0,
    "pct": 0.0
   }
  ]
 },
 "requirements_index": {
  "source": "fde-skills-2026-10-25.csv (posting text re-fetched October 25, 2026; 563 engineer-title postings, 115 employers)",
  "scale_ai_rows": 9,
  "all_rows": 563,
  "employers_with_10_plus_rows": 8,
  "note": "Only the 9 engineer-title Scale AI postings appear in the requirements index; the 2 Deployment Strategist postings are outside that engineer-title cut. Scale AI has fewer than 10 rows in the index, so it is not ranked among employers with 10+ rows.",
  "published_requirements": [
   {
    "requirement": "Python",
    "field": "python",
    "scale_ai": 9,
    "scale_ai_pct": 100.0,
    "all_postings": 429,
    "all_pct": 76.2,
    "rank_among_employers_10_plus_rows": null,
    "top_employers_10_plus_rows": [
     {
      "employer": "Palantir",
      "rows": 70,
      "pct": 97.1
     },
     {
      "employer": "Salesforce",
      "rows": 38,
      "pct": 94.7
     },
     {
      "employer": "LangChain",
      "rows": 17,
      "pct": 94.1
     }
    ]
   },
   {
    "requirement": "LLMs or generative AI",
    "field": "llm_genai",
    "scale_ai": 9,
    "scale_ai_pct": 100.0,
    "all_postings": 247,
    "all_pct": 43.9,
    "rank_among_employers_10_plus_rows": null,
    "top_employers_10_plus_rows": [
     {
      "employer": "Salesforce",
      "rows": 38,
      "pct": 78.9
     },
     {
      "employer": "LangChain",
      "rows": 17,
      "pct": 76.5
     },
     {
      "employer": "OpenAI",
      "rows": 29,
      "pct": 75.9
     }
    ]
   },
   {
    "requirement": "AWS, GCP or Azure (cloud)",
    "field": "cloud",
    "scale_ai": 9,
    "scale_ai_pct": 100.0,
    "all_postings": 202,
    "all_pct": 35.9,
    "rank_among_employers_10_plus_rows": null,
    "top_employers_10_plus_rows": [
     {
      "employer": "Databricks",
      "rows": 87,
      "pct": 96.6
     },
     {
      "employer": "LangChain",
      "rows": 17,
      "pct": 70.6
     },
     {
      "employer": "Accenture",
      "rows": 28,
      "pct": 50.0
     }
    ]
   },
   {
    "requirement": "Kubernetes or Docker",
    "field": "containers",
    "scale_ai": 9,
    "scale_ai_pct": 100.0,
    "all_postings": 108,
    "all_pct": 19.2,
    "rank_among_employers_10_plus_rows": null,
    "top_employers_10_plus_rows": [
     {
      "employer": "LangChain",
      "rows": 17,
      "pct": 70.6
     },
     {
      "employer": "Accenture",
      "rows": 28,
      "pct": 25.0
     },
     {
      "employer": "Salesforce",
      "rows": 38,
      "pct": 10.5
     }
    ]
   },
   {
    "requirement": "TypeScript or JavaScript (incl. Node.js)",
    "field": "ts_js",
    "scale_ai": 6,
    "scale_ai_pct": 66.7,
    "all_postings": 318,
    "all_pct": 56.5,
    "rank_among_employers_10_plus_rows": null,
    "top_employers_10_plus_rows": [
     {
      "employer": "LangChain",
      "rows": 17,
      "pct": 94.1
     },
     {
      "employer": "Palantir",
      "rows": 70,
      "pct": 92.9
     },
     {
      "employer": "Databricks",
      "rows": 87,
      "pct": 89.7
     }
    ]
   },
   {
    "requirement": "Computer science degree",
    "field": "cs_degree",
    "scale_ai": 5,
    "scale_ai_pct": 55.6,
    "all_postings": 125,
    "all_pct": 22.2,
    "rank_among_employers_10_plus_rows": null,
    "top_employers_10_plus_rows": [
     {
      "employer": "Salesforce",
      "rows": 38,
      "pct": 76.3
     },
     {
      "employer": "Palantir",
      "rows": 70,
      "pct": 22.9
     },
     {
      "employer": "Accenture",
      "rows": 28,
      "pct": 14.3
     }
    ]
   },
   {
    "requirement": "AI agents or agentic systems",
    "field": "agents",
    "scale_ai": 3,
    "scale_ai_pct": 33.3,
    "all_postings": 231,
    "all_pct": 41.0,
    "rank_among_employers_10_plus_rows": null,
    "top_employers_10_plus_rows": [
     {
      "employer": "LangChain",
      "rows": 17,
      "pct": 100.0
     },
     {
      "employer": "Salesforce",
      "rows": 38,
      "pct": 97.4
     },
     {
      "employer": "Accenture",
      "rows": 28,
      "pct": 75.0
     }
    ]
   },
   {
    "requirement": "Startup or founder experience",
    "field": "startup",
    "scale_ai": 3,
    "scale_ai_pct": 33.3,
    "all_postings": 67,
    "all_pct": 11.9,
    "rank_among_employers_10_plus_rows": null,
    "top_employers_10_plus_rows": [
     {
      "employer": "Cognition",
      "rows": 15,
      "pct": 93.3
     },
     {
      "employer": "Cloudflare",
      "rows": 10,
      "pct": 30.0
     },
     {
      "employer": "LangChain",
      "rows": 17,
      "pct": 17.6
     }
    ]
   },
   {
    "requirement": "RAG, retrieval or vector search",
    "field": "rag",
    "scale_ai": 3,
    "scale_ai_pct": 33.3,
    "all_postings": 109,
    "all_pct": 19.4,
    "rank_among_employers_10_plus_rows": null,
    "top_employers_10_plus_rows": [
     {
      "employer": "Accenture",
      "rows": 28,
      "pct": 60.7
     },
     {
      "employer": "Salesforce",
      "rows": 38,
      "pct": 23.7
     },
     {
      "employer": "Databricks",
      "rows": 87,
      "pct": 8.0
     }
    ]
   }
  ],
  "unreliable_keyword_flags": {
   "note": "customer_facing is 1 of 9 for Scale AI in the requirements index even though the Public Sector text says customer-facing, the Frontier Agents texts say work directly with enterprise customers, and the GPS texts describe collaborating with public-sector counterparts. apis is 6 of 9 even though the Staff GPS texts also use integration language. evals is 3 of 9 even though evaluation wording appears across the engineer texts. data_pipelines is 1 of 9 even though Public Sector and Frontier Agents texts mention pipelines or ETL. Those flags are not published as Scale AI comparisons. The 2 Deployment Strategist posting texts were empty on the October 25 re-fetch, so they are absent from the index.",
   "flags": {
    "customer_facing": {
     "scale_ai": 1,
     "scale_ai_pct": 11.1,
     "all_postings": 417,
     "all_pct": 74.1
    },
    "apis": {
     "scale_ai": 6,
     "scale_ai_pct": 66.7,
     "all_postings": 393,
     "all_pct": 69.8
    },
    "evals": {
     "scale_ai": 3,
     "scale_ai_pct": 33.3,
     "all_postings": 103,
     "all_pct": 18.3
    },
    "data_pipelines": {
     "scale_ai": 1,
     "scale_ai_pct": 11.1,
     "all_postings": 203,
     "all_pct": 36.1
    }
   }
  },
  "years_min_stated": {
   "5": 4,
   "4": 1,
   "8": 1,
   "not stated": 3
  }
 },
 "method": {
  "source_files": [
   "fde-postings-2026-10-24.json",
   "fde-locations-2026-10-24.json",
   "fde-skills-2026-10-25.csv"
  ],
  "filter": "company == Scale AI and in_page_stats == true",
  "script": "scripts/build-scaleai-aggregate.py",
  "tracks": "title text: Deployment Strategist; Frontier Agents Engineer (Forward Deployed Engineering); Forward Deployed Software Engineer, Public Sector; Full-Stack Software Engineer (Forward Deployed), GPS",
  "gps": "Global Public Sector, verified from Scale AI posting texts",
  "us_location": "locations index us_location (true = every listed location in the US; None = unclassified)",
  "travel_upper_bound": "largest number in the stated percentage string",
  "rank": "1 + count of employers with strictly more in_page_stats postings (ties share the rank)"
 },
 "posted_or_updated": {
  "note": "These 11 listings were live on the October 24, 2026 snapshot; this is not a posting-date range."
 }
}