Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json

Source identity

Field	Recorded value
Source type	GitHub source
Original record	Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json
Date	Not specified in source
Repository	Janady13/missionmatch
Revision	720d47fae476b0d38477ae4401697d372b1ea2bc
Branch	feature/opportunity-to-outcome
Path or archive member	internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json
Original SHA-256	aef16bb66b44bfe16ece8c11be04491d4f579a1c80331503a820b5360c92e0a2
Git blob SHA	78af88653fc8876785c4ec8c80aeb106fab357bf
Reading-copy SHA-256	aef16bb66b44bfe16ece8c11be04491d4f579a1c80331503a820b5360c92e0a2

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Every recorded occurrence

These 17 records contain identical original source bytes. Their paths and revisions remain part of the archive.

Original record	Branch or archive	Revision / identifier	Original location
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	feature/opportunity-to-outcome	720d47fae476b0d38477ae4401697d372b1ea2bc	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	collision-deconfliction	4ee5a09972608ed89f8377c6665542d5f450f0a6	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	ws6-retrieval	6c56e29231ec05735927fa265c97d517499dfeaf	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	m5-price-to-win	41000ad30fff4129fdaf5ec84e15ba14c27d4890	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	master	1e9249840a4302ec82e123b9c9cb6f75badea3e4	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	ws8-teaching-loop	c823f0fb6bb2aba0f39001eb6de96f4000d9321f	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	mag-substrate	b82c7100a492dec67dfd1eda6b3f53def859be35	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	phase2-eval-fairness	d361af254701975fe239927656ababb56374655e	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	time-to-fill-survival	b66e1e505863d4f17741a4b9ede73509e45bd6c6	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	graphrag-foundation	b0ddeb9f633fd138d09309d1a17b7d13bc3a67f7	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	ws9-bench-ingestion	f585a9ef32fa554663ce1fba9a414a54b6e49cf0	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	presentation-readiness	eb574acaa29d71ce4d0f852572e87c275c79fdb7	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	vendor-intelligence	fe9796a19c261951d3f2565206c0c1b5ac294465	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	ws7-federal-signal	6a9f6ce9cfb13345ffb47770d4960e7c2d9c17c2	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	phase2-connectors	e038d4c687aec16f8bd9bc4d907eea14d91f8704	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	feature/aioe-upgrade	2178e7298d0e5d9af83afa12402fd587f0ba6ed8	Open original
Janady13/missionmatch / internal/modules/matching/testdata/v1.3.0/data_scientist/fixtures.json	capture-readiness	bae6af7cb2997e819174a9e9cfff5e16067a1975	Open original

Recovered source transcript

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[
  {
    "id": "ds-001",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["Python", "Machine Learning", "NLP", "SQL", "AWS SageMaker"],
      "certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agencies": ["NSA"],
      "years_experience": 6,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "Python", "mandatory": true},
        {"name": "Machine Learning", "mandatory": true},
        {"name": "NLP", "mandatory": false},
        {"name": "SQL", "mandatory": false}
      ],
      "required_certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agency": "NSA",
      "required_years": 5,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Green",
      "rationale": "Full TS/SCI, all four required skills, certification, NSA customer experience, exceeds experience requirement, on site and available"
    }
  },
  {
    "id": "ds-002",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["Python", "Machine Learning", "AWS SageMaker", "Jupyter"],
      "certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agencies": ["NSA"],
      "years_experience": 5,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "Python", "mandatory": true},
        {"name": "Machine Learning", "mandatory": true},
        {"name": "NLP", "mandatory": false},
        {"name": "SQL", "mandatory": false}
      ],
      "required_certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agency": "NSA",
      "required_years": 5,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Yellow",
      "rationale": "Both mandatory skills met and all other dimensions strong but missing non-mandatory NLP and SQL reduces skills to 50% pulling total to Yellow"
    }
  },
  {
    "id": "ds-003",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "full_scope",
      "clearance_status": "active",
      "skills": ["Python", "Machine Learning", "NLP", "SQL", "R", "TensorFlow", "Databricks"],
      "certs": ["AWS Certified Machine Learning Specialty", "Google Professional Data Engineer"],
      "customer_agencies": ["NSA", "DHS"],
      "years_experience": 10,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "ci",
      "required_skills": [
        {"name": "Python", "mandatory": true},
        {"name": "Machine Learning", "mandatory": true},
        {"name": "NLP", "mandatory": false},
        {"name": "SQL", "mandatory": false}
      ],
      "required_certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agency": "NSA",
      "required_years": 5,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Green",
      "rationale": "Senior data scientist with full scope poly satisfying CI poly requirement, all skills, certifications, NSA customer, and 10 years experience"
    }
  },
  {
    "id": "ds-004",
    "candidate": {
      "clearance_level": "secret",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["Python", "Machine Learning", "NLP", "SQL"],
      "certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agencies": ["NSA"],
      "years_experience": 7,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "Python", "mandatory": true},
        {"name": "Machine Learning", "mandatory": true},
        {"name": "NLP", "mandatory": false},
        {"name": "SQL", "mandatory": false}
      ],
      "required_certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agency": "NSA",
      "required_years": 5,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Red",
      "rationale": "Excellent data scientist but Secret clearance cannot satisfy TS/SCI; clearance is disqualifying; expert marks Red even though engine scores 75 with zero clearance component"
    }
  },
  {
    "id": "ds-005",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "expired",
      "skills": ["Python", "Machine Learning", "NLP", "SQL"],
      "certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agencies": ["NSA"],
      "years_experience": 8,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "Python", "mandatory": true},
        {"name": "Machine Learning", "mandatory": true},
        {"name": "NLP", "mandatory": false},
        {"name": "SQL", "mandatory": false}
      ],
      "required_certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agency": "NSA",
      "required_years": 5,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Red",
      "rationale": "Experienced data scientist with all skills but expired TS/SCI clearance is disqualifying; cannot be placed on a proposal until clearance is reinstated"
    }
  },
  {
    "id": "ds-006",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["Python", "Machine Learning", "NLP", "SQL"],
      "certs": [],
      "customer_agencies": ["NSA"],
      "years_experience": 5,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "Python", "mandatory": true},
        {"name": "Machine Learning", "mandatory": true},
        {"name": "NLP", "mandatory": false},
        {"name": "SQL", "mandatory": false}
      ],
      "required_certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agency": "NSA",
      "required_years": 5,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Yellow",
      "rationale": "Strong profile with all skills, TS/SCI, NSA customer, experience; cert gap reduces total to Yellow; candidate should obtain AWS ML cert before proposal submission"
    }
  },
  {
    "id": "ds-007",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["Python", "NLP", "SQL"],
      "certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agencies": ["NSA"],
      "years_experience": 5,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "Python", "mandatory": true},
        {"name": "Machine Learning", "mandatory": true},
        {"name": "NLP", "mandatory": false},
        {"name": "SQL", "mandatory": false}
      ],
      "required_certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agency": "NSA",
      "required_years": 5,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Yellow",
      "rationale": "Missing mandatory Machine Learning skill; domain expert marks Yellow even though engine scores 93.75 Green because mandatory gap requires direct verification before proposal submission",
      "mandatory_gaps": ["Machine Learning"]
    }
  },
  {
    "id": "ds-008",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["Python", "Machine Learning", "NLP", "SQL"],
      "certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agencies": ["DARPA", "Air Force"],
      "years_experience": 6,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "Python", "mandatory": true},
        {"name": "Machine Learning", "mandatory": true},
        {"name": "NLP", "mandatory": false},
        {"name": "SQL", "mandatory": false}
      ],
      "required_certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agency": "NSA",
      "required_years": 5,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Yellow",
      "rationale": "All skills and cert strong, TS/SCI active, on site; no NSA customer experience drops customer score to 0; total lands in Yellow band"
    }
  },
  {
    "id": "ds-009",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["Python", "Machine Learning", "NLP", "SQL"],
      "certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agencies": ["NSA"],
      "years_experience": 3,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "Python", "mandatory": true},
        {"name": "Machine Learning", "mandatory": true},
        {"name": "NLP", "mandatory": false},
        {"name": "SQL", "mandatory": false}
      ],
      "required_certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agency": "NSA",
      "required_years": 5,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Green",
      "rationale": "All dimensions excellent with only a moderate experience shortfall; 3 of 5 years reduces experience but the penalty is small and total remains above 90; proposal ready"
    }
  },
  {
    "id": "ds-010",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["Python", "Machine Learning", "NLP", "SQL"],
      "certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agencies": ["NSA"],
      "years_experience": 5,
      "location": "Austin, TX",
      "remote": true,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "Python", "mandatory": true},
        {"name": "Machine Learning", "mandatory": true},
        {"name": "NLP", "mandatory": false},
        {"name": "SQL", "mandatory": false}
      ],
      "required_certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agency": "NSA",
      "required_years": 5,
      "work_location": "Fort Meade, MD",
      "remote_allowed": true
    },
    "expected": {
      "band": "Green",
      "rationale": "Remote work allowed and candidate is remote; clearance, skills, cert, customer, experience all fully met; fully proposal ready"
    }
  },
  {
    "id": "ds-011",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["Python", "Machine Learning", "NLP", "SQL"],
      "certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agencies": ["NSA"],
      "years_experience": 5,
      "location": "Austin, TX",
      "remote": false,
      "available": true,
      "relocatable": false
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "Python", "mandatory": true},
        {"name": "Machine Learning", "mandatory": true},
        {"name": "NLP", "mandatory": false},
        {"name": "SQL", "mandatory": false}
      ],
      "required_certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agency": "NSA",
      "required_years": 5,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Yellow",
      "rationale": "Perfect on clearance, skills, cert, customer, experience; wrong location, not remote, not relocatable; location penalty drives total to Yellow and the candidate cannot physically perform the work"
    }
  },
  {
    "id": "ds-012",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["SQL", "Tableau"],
      "certs": [],
      "customer_agencies": [],
      "years_experience": 1,
      "location": "Chicago, IL",
      "remote": false,
      "available": true,
      "relocatable": false
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "Python", "mandatory": true},
        {"name": "Machine Learning", "mandatory": true},
        {"name": "NLP", "mandatory": false},
        {"name": "SQL", "mandatory": false}
      ],
      "required_certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agency": "NSA",
      "required_years": 5,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Red",
      "rationale": "TS/SCI active but missing both mandatory skills, no cert, no NSA experience, only 1 year, wrong location and not relocatable; needs significant development",
      "mandatory_gaps": ["Python", "Machine Learning"]
    }
  },
  {
    "id": "ds-013",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["Python", "Machine Learning", "NLP", "SQL"],
      "certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agencies": ["NSA"],
      "years_experience": 5,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": false
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "Python", "mandatory": true},
        {"name": "Machine Learning", "mandatory": true},
        {"name": "NLP", "mandatory": false},
        {"name": "SQL", "mandatory": false}
      ],
      "required_certs": ["AWS Certified Machine Learning Specialty"],
      "customer_agency": "NSA",
      "required_years": 5,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Green",
      "rationale": "Perfect match on every job relevant dimension except current availability; on site and all requirements met; availability reduces location component but total remains above 90; track for next start date"
    }
  }
]