Create Match Insights

curl --request POST \
  --url https://public.api.inop.ai/v1/match-insights \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '{
  "job_description": "Full Stack Engineer with expertise in React and Node.js...",
  "candidate": {
    "first_name": "Jane",
    "last_name": "Smith",
    "description": "Jane Smith, Extensive experience as Java and Groovy Developer in Middleware, REST APIs, Web Services and Web Application development specialising in open source platforms with the focus on server-side technologies and enterprise level application development.",
    "linkedin_profile": "https://linkedin.com/in/janesmith",
    "email": "jame.smith@example.com",
    "phone": "+1234567890",
    "resume_link": "Base64EncodedResumeData"
  }
}'

{
  "success": true,
  "messages": "Retrieved matched insights successfully",
  "data": {
    "match_id": "f9efa5fa-e61d-4ac1-9db8-2778e0d41462",
    "match_score": 0.531764372587204,
    "job_id": "3576c31b-3657-552a-f9efa5fae61d",
    "job_title": "Software Developer",
    "job_located_at": "New York, NY, USA",
    "candidate_name": "Jane Smith",
    "recommendation_insights": {
      "layer_one_score": 0.814778745174408,
      "analysed_education": {
        "attributes_matched": "3/3",
        "matched_attributes": [
          "web development",
          "project management",
          "sustainability"
        ],
        "unmatched_attributes": [],
        "layer_two_score": 1
      },
      "context_summary": {
        "matched_summary": "The candidate demonstrates strong proficiency in Python and experience with SQL and web development, which aligns well with the job requirements. They also have a broad range of software engineering skills that could be beneficial for the role. However, the candidate's profile doesn't explicitly mention some specific technologies required by the job post, such as Django, Flask, and Docker.",
        "skills_bucket": "The candidate possesses strong Python skills and experience in SQL and web development, which partially aligns with the job requirements. However, they lack explicit mention of some specific technologies like Django, Flask, and Docker that are required for the position.",
        "traits_interest_bucket": "The candidate demonstrates traits such as focus, efficiency, and responsibility, which are valuable for a developer role. However, the specific trait of 'outrageousness' mentioned in the job post is not evident in the candidate's profile, which could affect cultural fit.",
        "education_bucket": "The candidate's educational background is not explicitly detailed in the provided information, making it difficult to assess alignment with any educational requirements of the job post.",
        "experience_bucket": "The candidate has extensive software engineering experience, including roles as a Senior Software Engineer and experience with Python and web development. This experience partially aligns with the job requirements, but there are gaps in specific technologies and frameworks mentioned in the job post.",
        "culture_compatibility_bucket": "The candidate's values and traits suggest a potential alignment with the company's culture, particularly in areas of teamwork, efficiency, and responsibility. However, the specific trait of 'outrageousness' mentioned in the job post is not evident in the candidate's profile, which may impact cultural fit. More information would be needed to fully assess cultural compatibility.",
        "values_bucket": "The candidate's values of quality, capability, and teamwork align well with the job's requirements for a skilled developer who can work in a team environment. However, the specific trait of 'outrageousness' mentioned in the job post is not evident in the candidate's profile.",
        "culture_compatibility_label": "Potential Alignment",
        "requirement_gaps": [
          "Specific experience with Django and Flask frameworks",
          "Explicit mention of Git version control system",
          "Experience with Docker containerization",
          "Test-Driven Development and CI/CD pipeline experience",
          "Outrageousness as a personality trait",
          "Location mismatch (candidate in Seattle, job in New York/Remote)"
        ]
      },
      "context_snippets": {
        "summary": "The candidate Erik VanderWerf appears to be a good fit for the Python developer role at INOP based on his extensive experience and skills that align with the job requirements.",
        "source_snippets": [
          {
            "snippet": "python developer",
            "confidence_score": 0.95
          },
          {
            "snippet": "Required skills are Python, Django, Flask, Sql, Restful Apis, Git, Oop, Data Structures, Algorithms, Linux, Web Development, Test-Driven Development, Ci/Cd, Docker Problem-Solving, Communication, Teamwork, Time Management, Adaptability, Attention To Detail, Creativity, Critical Thinking, Flexibility, Emotional Intelligence, Leadership Project Management, Agile Methodologies, Devops, Cloud Computing, Ux/Ui Design.",
            "confidence_score": 0.9
          },
          {
            "snippet": "The location preference for the job is REMOTE.",
            "confidence_score": 0.7
          },
          {
            "snippet": "Candidates with interests in Sports will be a great culture fit for the role as well.",
            "confidence_score": 0.5
          }
        ],
        "overall_confidence_score": 0.85
      },
      "analysed_experience": {
        "attributes_matched": "0/4",
        "matched_attributes": [],
        "unmatched_attributes": [
          "startup",
          "technology services",
          "python developer",
          "software & services"
        ],
        "layer_two_score": 0
      },
      "analysed_skills": {
        "attributes_matched": "7/24",
        "matched_attributes": [
          "communication",
          "sql",
          "linux",
          "teamwork",
          "python (programming language)",
          "project management",
          "leadership"
        ],
        "unmatched_attributes": [
          "safety culture",
          "devops",
          "professional networking",
          "critical thinking",
          "employee benefits",
          "management skills",
          "decision making",
          "creativity",
          "emotional intelligence",
          "problem solving",
          "adaptability",
          "cloud computing",
          "algorithms",
          "data structures",
          "web development",
          "time management",
          "agile"
        ],
        "layer_two_score": 0.2916666666666667
      },
      "analysed_interests": {
        "attributes_matched": "2/15",
        "matched_attributes": [
          "teamwork",
          "communication"
        ],
        "unmatched_attributes": [
          "safety",
          "impactful",
          "home",
          "enjoyment",
          "sense of purpose",
          "creativity",
          "esg",
          "emotional intelligence",
          "adaptability",
          "leadership",
          "outrageousness",
          "sports",
          "results-oriented"
        ],
        "layer_two_score": 0.13333333333333333
      },
      "posted_date": "15-04-2025",
      "skills_breakdown": {
        "soft": [
          "teamwork",
          "software projects",
          "team leadership",
          "communication",
          "interfaces",
          "leadership"
        ],
        "technical": [
          "solidworks",
          "testing",
          "back-end web development",
          "embedded software",
          "unit testing",
          "java",
          "python",
          "react native",
          "react.js",
          "api development",
          "html",
          "embedded systems",
          "sql",
          "program management",
          "javascript",
          "technical design",
          "public speaking",
          "c++",
          "typescript",
          "mobile application development",
          "c",
          "linux",
          "embedded linux",
          "android sdk",
          "android development"
        ],
        "transferable": [
          "customer service",
          "object-oriented programming (oop)",
          "project management",
          "code review"
        ]
      },
      "interests": [
        "contract",
        "public speaking",
        "drones",
        "architecture",
        "robotics",
        "design",
        "languages"
      ],
      "traits": [
        "practical",
        "active",
        "original",
        "friendly",
        "simple",
        "responsible",
        "private",
        "articulate",
        "focused",
        "modern",
        "flexible",
        "knowledge",
        "efficient",
        "dynamic",
        "intuitive",
        "success performance",
        "development ownership",
        "communication",
        "responsibility",
        "leadership",
        "clients focused",
        "global experience",
        "sustainability expertise",
        "consistency",
        "utility support",
        "quality control",
        "present results",
        "environmental friendly",
        "capability",
        "passion",
        "teamwork"
      ],
      "culture_fit": {
        "score": 0.6666666666666666,
        "label": "Potential Alignment",
        "chart_data": [
          {
            "type": "Learning Culture",
            "company": 4,
            "candidate": 0
          },
          {
            "type": "Authority Culture",
            "company": 0,
            "candidate": 3
          },
          {
            "type": "Results Culture",
            "company": 4,
            "candidate": 3
          },
          {
            "type": "Enjoyment Culture",
            "company": 2,
            "candidate": 0
          },
          {
            "type": "Safety Culture",
            "company": 1,
            "candidate": 1
          },
          {
            "type": "Caring Culture",
            "company": 5,
            "candidate": 2
          },
          {
            "type": "Order Culture",
            "company": 0,
            "candidate": 1
          },
          {
            "type": "Purpose Culture",
            "company": 5,
            "candidate": 1
          }
        ]
      }
    }
  }
}