← Back to history

Pipeline run

6e0d0b40-d925-4abe-a453-edcc0a302725

Pipeline LLM cost (USD)
API 1: $0.0022 API 2: $0.0000 API 3: $0.0000 Total: $0.0022

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 ↓
• Perform various project accounting activities like Job set up/maintenance, back up, Transfers, uploads etc. • Assist the team in preparation of various scheduled reports on daily, weekly, monthly and quarterly basis such as project performance reports, unbilled reports, task billing reports etc. • Reviewing and Posting Labour/Equipment record in Oracle upon receipt of logs from PM’s • Adhere to SOP’s for performing all activities assigned, follow all corporate policies and report any inconsistencies to immediate supervisor • Maintain the billing folders for all projects, with all the appropriate documents, including expenses, consultant invoices, and monthly invoices, in accordance with standard procedures. • Ready to handle voluminous data with expected quality and accuracy. • Excellent English communication skills. • Percentage criteria – 65 % throughout the academics, no backlogs. • Understanding of transaction processing, data analysis. • Experience in Computerized Accounting systems will be a plus • Proficiency in Microsoft Office Suite (Good excel skills, e.g. using pivot tables to analyze and report on large volumes of data, v look ups) • Strong analytical and mathematical abilities • Attention to detail, high level of accuracy. • Good verbal & written communication skills • Strong team and collaboration bias • Willingness to learn and ask questions in a positive, non-confrontational manner • Flexibility to stretch the shift as per business needs and sometimes to work on weekends.
Status: extract_from_jd_done Created: 2026-05-21T23:31:22.404197Z Updated: 2026-05-21T23:31:22.404197Z
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: Project Accounting Admin

Stantec is a global leader in sustainable engineering, architecture, and environmental consulting. The diverse perspectives of our partners and interested parties drive us to think beyond what’s previously been done on critical issues like climate change, digital transformation, and future-proofing our cities and infrastructure. We innovate at the intersection of community, creativity, and client relationships to advance communities everywhere, so that together we can redefine what’s possible. The Stantec community unites approximately 32,000 employees working in over 450 locations across 6 continents.

Description Of Duties And Responsibilities

• Perform various project accounting activities like Job set up/maintenance, back up, Transfers, uploads etc.
• Assist the team in preparation of various scheduled reports on daily, weekly, monthly and quarterly basis such as project performance reports, unbilled reports, task billing reports etc.
• Reviewing and Posting Labour/Equipment record in Oracle upon receipt of logs from PM’s
• Adhere to SOP’s for performing all activities assigned, follow all corporate policies and report any inconsistencies to immediate supervisor
• Maintain the billing folders for all projects, with all the appropriate documents, including expenses, consultant invoices, and monthly invoices, in accordance with standard procedures.
• Ready to handle voluminous data with expected quality and accuracy.


Essential Qualifications & Skills

• Bachelor’s degree in commerce or business administration with year of passing as 2021 - 2024.
• Excellent English communication skills.
• Percentage criteria – 65 % throughout the academics, no backlogs.
• Understanding of transaction processing, data analysis.
• Experience in Computerized Accounting systems will be a plus
• Proficiency in Microsoft Office Suite (Good excel skills, e.g. using pivot tables to analyze and report on large volumes of data, v look ups)
• Strong analytical and mathematical abilities
• Attention to detail, high level of accuracy.
• Good verbal & written communication skills
• Strong team and collaboration bias
• Willingness to learn and ask questions in a positive, non-confrontational manner
• Flexibility to stretch the shift as per business needs and sometimes to work on weekends.


Primary Location: India | Pune

Organization: Stantec IN Business Unit

Employee Status: Regular

Travel: No

Schedule: Full time

Job Posting: 07/07/2025 07:07:13

Req ID: 1001025

Library artifacts (this run)

No artifact rows for this run.
nano JD Parser — gpt-4.1-nano click to toggle
RoleProject Accounting Admin
CompanyStantec
DomainOther
Location Pune, India (onsite)
JD type pass
Show raw JSON
{
  "JD_type": "pass",
  "about_company": {
    "source_marker": {
      "first_5_words": "Stantec is a global leader",
      "last_5_words": "working in over 450 locations"
    },
    "text": "Stantec is a global leader in sustainable engineering, architecture, and environmental consulting. The diverse perspectives of our partners and interested parties drive us to think beyond what\u2019s previously been done on critical issues like climate change, digital transformation, and future-proofing our cities and infrastructure. We innovate at the intersection of community, creativity, and client relationships to advance communities everywhere, so that together we can redefine what\u2019s possible. The Stantec community unites approximately 32,000 employees working in over 450 locations across 6 continents.",
    "word_count": 84
  },
  "certifications": [],
  "company_name": "Stantec",
  "ctc": null,
  "domain": {
    "primary": {
      "aliases": [],
      "domain": "Other"
    },
    "secondary": null
  },
  "education": [
    {
      "level": "Bachelor\u0027s",
      "qualification": "BBA/BCOM - Commerce / Business Administration",
      "raw": "Bachelor\u2019s degree in commerce or business administration with year of passing as 2021 - 2024.",
      "requirement": "required"
    }
  ],
  "experience": {
    "max": null,
    "min": null,
    "raw": null
  },
  "job_locations": [
    {
      "aliases": [
        "Pune, Maharashtra"
      ],
      "city": "Pune",
      "country": "India",
      "state": null,
      "work_mode": "onsite"
    }
  ],
  "role": "Project Accounting Admin",
  "role_aliases": [
    "Accounting Administrator",
    "Project Accountant"
  ],
  "role_archetype": "Other",
  "roles_and_responsibilities": [
    {
      "bullet_count": 6,
      "heading": "Description Of Duties And Responsibilities",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "\u2022 Perform various project accounting",
        "last_5_words": "quality and accuracy."
      },
      "text": "\u2022 Perform various project accounting activities like Job set up/maintenance, back up, Transfers, uploads etc.\n\u2022 Assist the team in preparation of various scheduled reports on daily, weekly, monthly and quarterly basis such as project performance reports, unbilled reports, task billing reports etc.\n\u2022 Reviewing and Posting Labour/Equipment record in Oracle upon receipt of logs from PM\u2019s\n\u2022 Adhere to SOP\u2019s for performing all activities assigned, follow all corporate policies and report any inconsistencies to immediate supervisor\n\u2022 Maintain the billing folders for all projects, with all the appropriate documents, including expenses, consultant invoices, and monthly invoices, in accordance with standard procedures.\n\u2022 Ready to handle voluminous data with expected quality and accuracy.",
      "word_count": 104
    },
    {
      "bullet_count": 11,
      "heading": "Essential Qualifications \u0026 Skills",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "\u2022 Excellent English communication skills.",
        "last_5_words": "work on weekends."
      },
      "text": "\u2022 Excellent English communication skills.\n\u2022 Percentage criteria \u2013 65 % throughout the academics, no backlogs.\n\u2022 Understanding of transaction processing, data analysis.\n\u2022 Experience in Computerized Accounting systems will be a plus\n\u2022 Proficiency in Microsoft Office Suite (Good excel skills, e.g. using pivot tables to analyze and report on large volumes of data, v look ups)\n\u2022 Strong analytical and mathematical abilities\n\u2022 Attention to detail, high level of accuracy.\n\u2022 Good verbal \u0026 written communication skills\n\u2022 Strong team and collaboration bias\n\u2022 Willingness to learn and ask questions in a positive, non-confrontational manner\n\u2022 Flexibility to stretch the shift as per business needs and sometimes to work on weekends.",
      "word_count": 134
    }
  ],
  "urls": []
}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [],
  "jd_role": {
    "display_name": "Project Accounting Admin",
    "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": {
      "source_marker": {
        "first_5_words": "Stantec is a global leader",
        "last_5_words": "working in over 450 locations"
      },
      "text": "Stantec is a global leader in sustainable engineering, architecture, and environmental consulting. The diverse perspectives of our partners and interested parties drive us to think beyond what\u2019s previously been done on critical issues like climate change, digital transformation, and future-proofing our cities and infrastructure. We innovate at the intersection of community, creativity, and client relationships to advance communities everywhere, so that together we can redefine what\u2019s possible. The Stantec community unites approximately 32,000 employees working in over 450 locations across 6 continents.",
      "word_count": 84
    },
    "certifications": [],
    "company_name": "Stantec",
    "ctc": null,
    "domain": {
      "primary": {
        "aliases": [],
        "domain": "Other"
      },
      "secondary": null
    },
    "education": [
      {
        "level": "Bachelor\u0027s",
        "qualification": "BBA/BCOM - Commerce / Business Administration",
        "raw": "Bachelor\u2019s degree in commerce or business administration with year of passing as 2021 - 2024.",
        "requirement": "required"
      }
    ],
    "experience": {
      "max": null,
      "min": null,
      "raw": null
    },
    "job_locations": [
      {
        "aliases": [
          "Pune, Maharashtra"
        ],
        "city": "Pune",
        "country": "India",
        "state": null,
        "work_mode": "onsite"
      }
    ],
    "role": "Project Accounting Admin",
    "role_aliases": [
      "Accounting Administrator",
      "Project Accountant"
    ],
    "role_archetype": "Other",
    "roles_and_responsibilities": [
      {
        "bullet_count": 6,
        "heading": "Description Of Duties And Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Perform various project accounting",
          "last_5_words": "quality and accuracy."
        },
        "text": "\u2022 Perform various project accounting activities like Job set up/maintenance, back up, Transfers, uploads etc.\n\u2022 Assist the team in preparation of various scheduled reports on daily, weekly, monthly and quarterly basis such as project performance reports, unbilled reports, task billing reports etc.\n\u2022 Reviewing and Posting Labour/Equipment record in Oracle upon receipt of logs from PM\u2019s\n\u2022 Adhere to SOP\u2019s for performing all activities assigned, follow all corporate policies and report any inconsistencies to immediate supervisor\n\u2022 Maintain the billing folders for all projects, with all the appropriate documents, including expenses, consultant invoices, and monthly invoices, in accordance with standard procedures.\n\u2022 Ready to handle voluminous data with expected quality and accuracy.",
        "word_count": 104
      },
      {
        "bullet_count": 11,
        "heading": "Essential Qualifications \u0026 Skills",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Excellent English communication skills.",
          "last_5_words": "work on weekends."
        },
        "text": "\u2022 Excellent English communication skills.\n\u2022 Percentage criteria \u2013 65 % throughout the academics, no backlogs.\n\u2022 Understanding of transaction processing, data analysis.\n\u2022 Experience in Computerized Accounting systems will be a plus\n\u2022 Proficiency in Microsoft Office Suite (Good excel skills, e.g. using pivot tables to analyze and report on large volumes of data, v look ups)\n\u2022 Strong analytical and mathematical abilities\n\u2022 Attention to detail, high level of accuracy.\n\u2022 Good verbal \u0026 written communication skills\n\u2022 Strong team and collaboration bias\n\u2022 Willingness to learn and ask questions in a positive, non-confrontational manner\n\u2022 Flexibility to stretch the shift as per business needs and sometimes to work on weekends.",
        "word_count": 134
      }
    ],
    "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

Every model call made for this run, in pipeline order. Click a card to see the model's response.

Loading…