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Pipeline run

914c95d7-0313-47a0-84e6-31f98da64115

Pipeline LLM cost (USD)
API 1: $0.0023 API 2: $0.0000 API 3: $0.0000 Total: $0.0023

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
SPARSE JD
Nature of work
no_db_connection
Tech stack maturity
Mainstream Modern
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
0.00 / 5
· Title match
· Has AI skill
· AI skill (primary)
· AI skill (secondary)
· On AI team
· Builds AI products
vocab breakdown (legacy)
Assistants (×1):
Frameworks (×2):
Models / concepts (×3):
Evidence — skills matched in JD (0)
No skills extracted
Skill cluster (0 dimension groups, role-scoped)
No dimension groups computed for this JD.
Show KRA description ↓
Clinical Care & Patient Management • Conduct thorough patient assessments, including detailed history-taking, physical examinations, and diagnostic evaluations. • Diagnose and manage acute, chronic, and complex medical conditions using evidence-based clinical practices. • Develop individualized treatment plans encompassing medication management, lifestyle modification, preventive care, and follow-up schedules. • Respond promptly to medical emergencies, stabilize critical patients, and coordinate with multidisciplinary teams for advanced care. • Supervise and manage inpatient and outpatient cases, ensuring a seamless continuum of care. Medical Expertise & Procedures • Utilize advanced medical knowledge in internal medicine to interpret diagnostic test results such as radiology reports, ECGs, laboratory data, and other specialty investigations. • Perform essential medical procedures within the scope of internal medicine. • Provide specialist consultations to other departments and guide care plans for complex cases. Collaboration & Coordination • Work closely with nurses, specialists, and allied health professionals to ensure coordinated, patient-centric care delivery. • Participate in clinical rounds, case conferences, interdisciplinary discussions, and referral management. • Ensure smooth communication with patients and families, offering clear explanations, empathetic interactions, and guidance on treatment plans. Documentation & Compliance • Maintain accurate, detailed, and timely electronic medical records in compliance with hospital policies and regulatory requirements. • Ensure adherence to clinical protocols, infection control measures, and patient safety standards. • Contribute to departmental quality initiatives, audits, and continuous improvement activities. Training, Learning & Development • Mentor junior doctors, interns, and residents, supporting their clinical growth and professional development. • Stay updated with the latest advancements in internal medicine, emerging treatments, and evidence-based practices through continued medical education (CME). • Engage in hospital-led medical training, research opportunities, and clinical improvement programs. • Qualification: MD in General Medicine from a recognized medical institution. • Experience: 1-15 years of clinical experience as a physician, consultant, or internal medicine specialist. • Valid medical license/registration as per statutory norms. • Strong diagnostic skills, clinical confidence, and the ability to manage complex medical scenarios. • Excellent communication skills, empathy, professionalism, and patient-first attitude. • Ability to work in a fast-paced healthcare environment with strong teamwork and problem-solving abilities.
Status: extract_from_jd_done Created: 2026-05-21T23:35:06.706593Z Updated: 2026-05-21T23:35:06.706593Z
Flow Current 3-step pipeline

1 POST /skills/extract-from-jd

2 POST /skills/extract-details

3 POST /skills/final-role-output

Role Chosen role & resolution

No chosen role stored for this run.

Job description

Job Title: MD Medicine

This role is for one of the Weekday's clients

Salary range: Rs 2500000 - Rs 4800000 (ie INR 25-48 LPA)

Min Experience: 1 years

Location: Dhamtari, Korba

JobType: full-time

We are seeking a highly competent and compassionate MD - Medicine professional to join our medical team. The ideal candidate is a dedicated doctor with a strong foundation in internal medicine, exceptional clinical judgment, and a commitment to delivering high-quality patient care. This role involves providing comprehensive medical evaluation, diagnosis, and treatment for a wide spectrum of adult health conditions. Candidates with 1 to 15 years of experience are encouraged to apply, as we value both fresh clinical perspectives and seasoned expertise.

Requirements

Key Responsibilities

Clinical Care & Patient Management

• Conduct thorough patient assessments, including detailed history-taking, physical examinations, and diagnostic evaluations. 
• Diagnose and manage acute, chronic, and complex medical conditions using evidence-based clinical practices. 
• Develop individualized treatment plans encompassing medication management, lifestyle modification, preventive care, and follow-up schedules. 
• Respond promptly to medical emergencies, stabilize critical patients, and coordinate with multidisciplinary teams for advanced care. 
• Supervise and manage inpatient and outpatient cases, ensuring a seamless continuum of care.


Medical Expertise & Procedures

• Utilize advanced medical knowledge in internal medicine to interpret diagnostic test results such as radiology reports, ECGs, laboratory data, and other specialty investigations. 
• Perform essential medical procedures within the scope of internal medicine. 
• Provide specialist consultations to other departments and guide care plans for complex cases.


Collaboration & Coordination

• Work closely with nurses, specialists, and allied health professionals to ensure coordinated, patient-centric care delivery. 
• Participate in clinical rounds, case conferences, interdisciplinary discussions, and referral management. 
• Ensure smooth communication with patients and families, offering clear explanations, empathetic interactions, and guidance on treatment plans.


Documentation & Compliance

• Maintain accurate, detailed, and timely electronic medical records in compliance with hospital policies and regulatory requirements. 
• Ensure adherence to clinical protocols, infection control measures, and patient safety standards. 
• Contribute to departmental quality initiatives, audits, and continuous improvement activities.


Training, Learning & Development

• Mentor junior doctors, interns, and residents, supporting their clinical growth and professional development. 
• Stay updated with the latest advancements in internal medicine, emerging treatments, and evidence-based practices through continued medical education (CME). 
• Engage in hospital-led medical training, research opportunities, and clinical improvement programs.


Requirements

• Qualification: MD in General Medicine from a recognized medical institution. 
• Experience: 1-15 years of clinical experience as a physician, consultant, or internal medicine specialist. 
• Valid medical license/registration as per statutory norms. 
• Strong diagnostic skills, clinical confidence, and the ability to manage complex medical scenarios. 
• Excellent communication skills, empathy, professionalism, and patient-first attitude. 
• Ability to work in a fast-paced healthcare environment with strong teamwork and problem-solving abilities

Library artifacts (this run)

No artifact rows for this run.
nano JD Parser — gpt-4.1-nano click to toggle
RoleMD Medicine
CompanyWeekday's clients
Experience1-15 years of clinical experience as a physician, consultant, or internal medicine specialist
CTC{'max': 48, 'min': 25, 'raw': 'Rs 2500000 - Rs 4800000 (ie INR 25-48 LPA)', 'period': 'annual', 'currency': 'INR'}
DomainHealthcare
Location Dhamtari, India (onsite)
JD type pass

Certifications

Valid medical license/registration as per statutory norms
Show raw JSON
{
  "JD_type": "pass",
  "about_company": null,
  "certifications": [
    "Valid medical license/registration as per statutory norms"
  ],
  "company_name": "Weekday\u0027s clients",
  "ctc": {
    "currency": "INR",
    "max": 48,
    "min": 25,
    "period": "annual",
    "raw": "Rs 2500000 - Rs 4800000 (ie INR 25-48 LPA)"
  },
  "domain": {
    "primary": {
      "aliases": [
        "HealthTech",
        "Clinical Services"
      ],
      "domain": "Healthcare"
    },
    "secondary": null
  },
  "education": [
    {
      "level": "Doctorate",
      "qualification": "MD - General Medicine",
      "raw": "MD in General Medicine from a recognized medical institution",
      "requirement": "required"
    }
  ],
  "experience": {
    "max": 15,
    "min": 1,
    "raw": "1-15 years of clinical experience as a physician, consultant, or internal medicine specialist"
  },
  "job_locations": [
    {
      "aliases": [],
      "city": "Dhamtari",
      "country": "India",
      "state": null,
      "work_mode": "onsite"
    },
    {
      "aliases": [],
      "city": "Korba",
      "country": "India",
      "state": null,
      "work_mode": "onsite"
    }
  ],
  "role": "MD Medicine",
  "role_aliases": [
    "Physician",
    "Internal Medicine Specialist",
    "Consultant"
  ],
  "role_archetype": "Other",
  "roles_and_responsibilities": [
    {
      "bullet_count": 15,
      "heading": "Key Responsibilities",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Key Responsibilities Clinical Care \u0026",
        "last_5_words": "training, research opportunities, and clinical improvement programs."
      },
      "text": "Clinical Care \u0026 Patient Management\n\u2022 Conduct thorough patient assessments, including detailed history-taking, physical examinations, and diagnostic evaluations.\n\u2022 Diagnose and manage acute, chronic, and complex medical conditions using evidence-based clinical practices.\n\u2022 Develop individualized treatment plans encompassing medication management, lifestyle modification, preventive care, and follow-up schedules.\n\u2022 Respond promptly to medical emergencies, stabilize critical patients, and coordinate with multidisciplinary teams for advanced care.\n\u2022 Supervise and manage inpatient and outpatient cases, ensuring a seamless continuum of care.\n\nMedical Expertise \u0026 Procedures\n\u2022 Utilize advanced medical knowledge in internal medicine to interpret diagnostic test results such as radiology reports, ECGs, laboratory data, and other specialty investigations.\n\u2022 Perform essential medical procedures within the scope of internal medicine.\n\u2022 Provide specialist consultations to other departments and guide care plans for complex cases.\n\nCollaboration \u0026 Coordination\n\u2022 Work closely with nurses, specialists, and allied health professionals to ensure coordinated, patient-centric care delivery.\n\u2022 Participate in clinical rounds, case conferences, interdisciplinary discussions, and referral management.\n\u2022 Ensure smooth communication with patients and families, offering clear explanations, empathetic interactions, and guidance on treatment plans.\n\nDocumentation \u0026 Compliance\n\u2022 Maintain accurate, detailed, and timely electronic medical records in compliance with hospital policies and regulatory requirements.\n\u2022 Ensure adherence to clinical protocols, infection control measures, and patient safety standards.\n\u2022 Contribute to departmental quality initiatives, audits, and continuous improvement activities.\n\nTraining, Learning \u0026 Development\n\u2022 Mentor junior doctors, interns, and residents, supporting their clinical growth and professional development.\n\u2022 Stay updated with the latest advancements in internal medicine, emerging treatments, and evidence-based practices through continued medical education (CME).\n\u2022 Engage in hospital-led medical training, research opportunities, and clinical improvement programs.",
      "word_count": 392
    },
    {
      "bullet_count": 6,
      "heading": "Requirements",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Requirements \u2022 Qualification: MD in",
        "last_5_words": "teamwork and problem-solving abilities."
      },
      "text": "\u2022 Qualification: MD in General Medicine from a recognized medical institution.\n\u2022 Experience: 1-15 years of clinical experience as a physician, consultant, or internal medicine specialist.\n\u2022 Valid medical license/registration as per statutory norms.\n\u2022 Strong diagnostic skills, clinical confidence, and the ability to manage complex medical scenarios.\n\u2022 Excellent communication skills, empathy, professionalism, and patient-first attitude.\n\u2022 Ability to work in a fast-paced healthcare environment with strong teamwork and problem-solving abilities.",
      "word_count": 66
    }
  ],
  "urls": []
}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [],
  "jd_role": {
    "display_name": "MD Medicine",
    "rationale": "role_archetype \u0027Other\u0027 is not in TECH_ARCHETYPES (allowed: [\u0027Data\u0027, \u0027DevOps\u0027, \u0027Engineering\u0027, \u0027QA\u0027, \u0027Research\u0027, \u0027Security\u0027])",
    "role_aliases": [],
    "role_archetype": "Other",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": null,
    "certifications": [
      "Valid medical license/registration as per statutory norms"
    ],
    "company_name": "Weekday\u0027s clients",
    "ctc": {
      "currency": "INR",
      "max": 48,
      "min": 25,
      "period": "annual",
      "raw": "Rs 2500000 - Rs 4800000 (ie INR 25-48 LPA)"
    },
    "domain": {
      "primary": {
        "aliases": [
          "HealthTech",
          "Clinical Services"
        ],
        "domain": "Healthcare"
      },
      "secondary": null
    },
    "education": [
      {
        "level": "Doctorate",
        "qualification": "MD - General Medicine",
        "raw": "MD in General Medicine from a recognized medical institution",
        "requirement": "required"
      }
    ],
    "experience": {
      "max": 15,
      "min": 1,
      "raw": "1-15 years of clinical experience as a physician, consultant, or internal medicine specialist"
    },
    "job_locations": [
      {
        "aliases": [],
        "city": "Dhamtari",
        "country": "India",
        "state": null,
        "work_mode": "onsite"
      },
      {
        "aliases": [],
        "city": "Korba",
        "country": "India",
        "state": null,
        "work_mode": "onsite"
      }
    ],
    "role": "MD Medicine",
    "role_aliases": [
      "Physician",
      "Internal Medicine Specialist",
      "Consultant"
    ],
    "role_archetype": "Other",
    "roles_and_responsibilities": [
      {
        "bullet_count": 15,
        "heading": "Key Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Key Responsibilities Clinical Care \u0026",
          "last_5_words": "training, research opportunities, and clinical improvement programs."
        },
        "text": "Clinical Care \u0026 Patient Management\n\u2022 Conduct thorough patient assessments, including detailed history-taking, physical examinations, and diagnostic evaluations.\n\u2022 Diagnose and manage acute, chronic, and complex medical conditions using evidence-based clinical practices.\n\u2022 Develop individualized treatment plans encompassing medication management, lifestyle modification, preventive care, and follow-up schedules.\n\u2022 Respond promptly to medical emergencies, stabilize critical patients, and coordinate with multidisciplinary teams for advanced care.\n\u2022 Supervise and manage inpatient and outpatient cases, ensuring a seamless continuum of care.\n\nMedical Expertise \u0026 Procedures\n\u2022 Utilize advanced medical knowledge in internal medicine to interpret diagnostic test results such as radiology reports, ECGs, laboratory data, and other specialty investigations.\n\u2022 Perform essential medical procedures within the scope of internal medicine.\n\u2022 Provide specialist consultations to other departments and guide care plans for complex cases.\n\nCollaboration \u0026 Coordination\n\u2022 Work closely with nurses, specialists, and allied health professionals to ensure coordinated, patient-centric care delivery.\n\u2022 Participate in clinical rounds, case conferences, interdisciplinary discussions, and referral management.\n\u2022 Ensure smooth communication with patients and families, offering clear explanations, empathetic interactions, and guidance on treatment plans.\n\nDocumentation \u0026 Compliance\n\u2022 Maintain accurate, detailed, and timely electronic medical records in compliance with hospital policies and regulatory requirements.\n\u2022 Ensure adherence to clinical protocols, infection control measures, and patient safety standards.\n\u2022 Contribute to departmental quality initiatives, audits, and continuous improvement activities.\n\nTraining, Learning \u0026 Development\n\u2022 Mentor junior doctors, interns, and residents, supporting their clinical growth and professional development.\n\u2022 Stay updated with the latest advancements in internal medicine, emerging treatments, and evidence-based practices through continued medical education (CME).\n\u2022 Engage in hospital-led medical training, research opportunities, and clinical improvement programs.",
        "word_count": 392
      },
      {
        "bullet_count": 6,
        "heading": "Requirements",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Requirements \u2022 Qualification: MD in",
          "last_5_words": "teamwork and problem-solving abilities."
        },
        "text": "\u2022 Qualification: MD in General Medicine from a recognized medical institution.\n\u2022 Experience: 1-15 years of clinical experience as a physician, consultant, or internal medicine specialist.\n\u2022 Valid medical license/registration as per statutory norms.\n\u2022 Strong diagnostic skills, clinical confidence, and the ability to manage complex medical scenarios.\n\u2022 Excellent communication skills, empathy, professionalism, and patient-first attitude.\n\u2022 Ability to work in a fast-paced healthcare environment with strong teamwork and problem-solving abilities.",
        "word_count": 66
      }
    ],
    "urls": []
  },
  "rejected": true,
  "rejection_reason": "role_archetype \u0027Other\u0027 is not in TECH_ARCHETYPES (allowed: [\u0027Data\u0027, \u0027DevOps\u0027, \u0027Engineering\u0027, \u0027QA\u0027, \u0027Research\u0027, \u0027Security\u0027])",
  "run_id": null,
  "stage3_signals": null,
  "stage4_decision": null,
  "stage5_updates": null
}
API 2 — extract-details
{}
API 3 — final-role-output
{}

LLM Calls

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