Pipeline run

{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "Manual Testing"
    },
    {
      "is_primary": true,
      "skill_name": "Automated Testing"
    },
    {
      "is_primary": true,
      "skill_name": "Functional Testing"
    },
    {
      "is_primary": true,
      "skill_name": "Regression Testing"
    },
    {
      "is_primary": true,
      "skill_name": "Usability Testing"
    },
    {
      "is_primary": true,
      "skill_name": "Cross-Browser Testing"
    },
    {
      "is_primary": true,
      "skill_name": "Compatibility Testing"
    },
    {
      "is_primary": true,
      "skill_name": "Security Testing"
    },
    {
      "is_primary": true,
      "skill_name": "Performance Testing"
    },
    {
      "is_primary": true,
      "skill_name": "UX"
    },
    {
      "is_primary": true,
      "skill_name": "Responsive Design"
    },
    {
      "is_primary": true,
      "skill_name": "Accessibility"
    },
    {
      "is_primary": true,
      "skill_name": "Web Applications"
    },
    {
      "is_primary": true,
      "skill_name": "Websites"
    },
    {
      "is_primary": true,
      "skill_name": "Browsers"
    },
    {
      "is_primary": true,
      "skill_name": "Mobile Testing"
    },
    {
      "is_primary": true,
      "skill_name": "Desktop Testing"
    },
    {
      "is_primary": true,
      "skill_name": "Tablet Testing"
    }
  ],
  "jd_role": {
    "display_name": "Web Tester",
    "rationale": null,
    "role_aliases": [
      "Quality Assurance Tester",
      "QA Engineer",
      "Software Tester"
    ],
    "role_archetype": "QA",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": {
      "source_marker": {
        "first_5_words": "Brandwizz is a digital marketing",
        "last_5_words": "and around the globe."
      },
      "text": "Brandwizz is a digital marketing agency operating from Kolkata, \u0026 Hyderabad in India. We assist our clients in developing smart and interactive communications and applications across print, web, and digital media. We provide a complete suite of services from web designing, UI development, social media marketing, digital advertising, mobile \u0026 e-commerce applications, product communications, packaging design, identity design, interactive and audio-visual media. Our strength lies in our experience and comprehensive capabilities across several industries and businesses in India and around the globe.",
      "word_count": 84
    },
    "certifications": [],
    "company_name": "Brandwizz",
    "ctc": null,
    "domain": {
      "primary": {
        "aliases": [
          "ITES",
          "BPO"
        ],
        "domain": "IT Services \u0026 Consulting"
      },
      "secondary": null
    },
    "education": [],
    "experience": {
      "max": null,
      "min": null,
      "raw": null
    },
    "job_locations": [
      {
        "aliases": [
          "Calcutta"
        ],
        "city": "Kolkata",
        "country": "India",
        "state": null,
        "work_mode": null
      }
    ],
    "role": "Web Tester",
    "role_aliases": [
      "Quality Assurance Tester",
      "QA Engineer",
      "Software Tester"
    ],
    "role_archetype": "QA",
    "roles_and_responsibilities": [
      {
        "bullet_count": 20,
        "heading": "Key Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Test planning and strategy:",
          "last_5_words": "tools, and frameworks."
        },
        "text": "\u2022 Test planning and strategy:\n\u2022 Collaborate with the development team to understand project requirements and create comprehensive test plans.\n\u2022 Define test scenarios, test cases, and acceptance criteria based on functional and non-functional requirements.\n\u2022 Manual and automated testing:\n\u2022 Perform manual testing of web applications and websites across different browsers and devices.\n\u2022 Conduct different types of testing, including: Functional testing, regression testing, usability testing, cross-browser testing, compatibility testing, security testing and performance testing.\n\u2022 Bug identification and reporting:\n\u2022 Identify, document, and track defects in the system\n\u2022 Reproduce issues and provide clear, concise steps to replicate bugs.\n\u2022 Work with developers to troubleshoot, resolve, and retest defects.\n\u2022 Usability and User Experience (UX) Evaluation\n\u2022 Evaluate the usability of websites and applications from the perspective of end users.\n\u2022 Provide feedback to improve the overall user experience, ensuring interfaces are intuitive, responsive, and accessible.\n\u2022 Cross-platform and device testing:\n\u2022 Test web applications on different platforms, devices (mobile, desktop, tablet), and browsers.\n\u2022 Ensure consistent UI/UX behavior across different screen sizes, resolutions, and orientations.\n\u2022 Performance testing:\n\u2022 Test the performance, speed, and scalability of the web applications using performance testing tools.\n\u2022 Identify performance bottlenecks and work with developers to optimize load times and responsiveness.\n\u2022 Test reporting and documentation:\n\u2022 Create detailed test reports that include test results, defect statuses, and quality metrics.\n\u2022 Communicate testing progress, risks, and issues to stakeholders, including developers and project managers.\n\u2022 Continuous improvement:\n\u2022 Stay up-to-date with the latest trends and best practices in web testing.\n\u2022 Continuously suggest improvements to testing processes, tools, and frameworks.",
        "word_count": 366
      }
    ],
    "urls": []
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "ece12c81-d772-47a0-a1be-6e301e6d6334",
  "stage3_signals": {
    "alias_found": false,
    "alias_match_roles": [],
    "kra_match_roles": [
      {
        "display_name": "Pega Developer",
        "kra_matches": [
          {
            "kra_text": "defect troubleshooting and resolution",
            "sentence": "Identify, document, and track defects in the system",
            "similarity": 0.5956
          },
          {
            "kra_text": "user interaction design and refinement",
            "sentence": "Provide feedback to improve the overall user experience, ensuring interfaces are intuitive, responsive, and accessible.",
            "similarity": 0.5854
          },
          {
            "kra_text": "user interaction design and refinement",
            "sentence": "Usability and User Experience (UX) Evaluation",
            "similarity": 0.5817
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 24,
        "score": 0.5876,
        "slug": "pega-developer",
        "total_count": null
      },
      {
        "display_name": "Frontend Developer",
        "kra_matches": [
          {
            "kra_text": "Optimizes web application performance through code splitting, lazy loading, tree shaking, bundle size reduction, and Core Web Vitals improvements.",
            "sentence": "Identify performance bottlenecks and work with developers to optimize load times and responsiveness.",
            "similarity": 0.5936
          },
          {
            "kra_text": "Maintains reusable component libraries, design system tokens, and shared UI patterns across the application to ensure visual and behavioral consistency.",
            "sentence": "Ensure consistent UI/UX behavior across different screen sizes, resolutions, and orientations.",
            "similarity": 0.5859
          },
          {
            "kra_text": "Collaborates with UX designers to refine interaction details, animations, responsive breakpoints, and micro-interaction behavior.",
            "sentence": "Provide feedback to improve the overall user experience, ensuring interfaces are intuitive, responsive, and accessible.",
            "similarity": 0.5678
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 7,
        "score": 0.5824,
        "slug": "frontend-engineer",
        "total_count": null
      },
      {
        "display_name": "Fullstack Developer",
        "kra_matches": [
          {
            "kra_text": "Optimizes application performance from database query efficiency through API response latency to frontend rendering speed and bundle size.",
            "sentence": "Identify performance bottlenecks and work with developers to optimize load times and responsiveness.",
            "similarity": 0.6212
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Collaborate with the development team to understand project requirements and create comprehensive test plans.",
            "similarity": 0.5308
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Work with developers to troubleshoot, resolve, and retest defects.",
            "similarity": 0.523
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 15,
        "score": 0.5583,
        "slug": "full-stack-engineer",
        "total_count": null
      },
      {
        "display_name": "Backend Developer",
        "kra_matches": [
          {
            "kra_text": "Identifies and resolves backend performance bottlenecks through query optimization, indexing strategies, connection pooling, and distributed caching with Redis.",
            "sentence": "Identify performance bottlenecks and work with developers to optimize load times and responsiveness.",
            "similarity": 0.6366
          },
          {
            "kra_text": "Investigates and resolves production incidents, API bugs, and service degradation through root cause analysis, hotfixes, and post-mortems.",
            "sentence": "Work with developers to troubleshoot, resolve, and retest defects.",
            "similarity": 0.5494
          },
          {
            "kra_text": "Investigates and resolves production incidents, API bugs, and service degradation through root cause analysis, hotfixes, and post-mortems.",
            "sentence": "Identify, document, and track defects in the system",
            "similarity": 0.4611
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 1,
        "score": 0.549,
        "slug": "backend-engineer",
        "total_count": null
      },
      {
        "display_name": "Hybrid Mobile Developer",
        "kra_matches": [
          {
            "kra_text": "Adapts shared UI codebase to handle platform-specific constraints including different navigation paradigms, gesture behaviors, and OS-level UI patterns.",
            "sentence": "Ensure consistent UI/UX behavior across different screen sizes, resolutions, and orientations.",
            "similarity": 0.6478
          },
          {
            "kra_text": "Debugs cross-platform mobile issues including native module bridge failures, platform-specific rendering differences, and build configuration conflicts.",
            "sentence": "Test web applications on different platforms, devices (mobile, desktop, tablet), and browsers.",
            "similarity": 0.5245
          },
          {
            "kra_text": "Optimizes React Native or Flutter app startup time, list rendering performance, image caching, and memory consumption.",
            "sentence": "Identify performance bottlenecks and work with developers to optimize load times and responsiveness.",
            "similarity": 0.4582
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 11,
        "score": 0.5435,
        "slug": "hybrid-mobile-developer",
        "total_count": null
      }
    ],
    "skill_match_roles": [
      {
        "display_name": "Frontend Developer",
        "kra_matches": null,
        "matched_count": 2,
        "matched_skills": [
          "cross-browser testing",
          "responsive design"
        ],
        "role_id": 7,
        "score": 0.1111,
        "slug": "frontend-engineer",
        "total_count": 18
      }
    ]
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "F",
    "chosen_role": null,
    "confidence": 0.55,
    "is_new_role": false,
    "llm2_fired": true,
    "llm2_reasoning": "The responsibilities emphasize web application testing, cross-browser/device checks, and performance/usability evaluation, which align more closely with a Frontend Developer\u2019s typical QA and compatibility tasks than a Pega Developer\u2019s BPM focus.",
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": true,
    "reasoning": "LLM2 unsure (confidence 0.55 \u003c 0.7); queueing"
  },
  "stage5_updates": {
    "centroid_n_after": null,
    "centroid_updated": false,
    "collision_log_id": null,
    "new_kra_attached": null,
    "new_skills_attached": [],
    "queue_entry_id": 54,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": null
  }
}

{}

{}