Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
License:
title stringlengths 5 168 | source_file stringclasses 13
values | row_index int64 0 17.4k | chunks listlengths 0 160 |
|---|---|---|---|
Junior Accountant | Accountant | 0 | [
{
"chunk_index": 0,
"chunk_text": "SFD Professional Corporation is a small but expanding accounting firm located in Markham, Ontario.",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "We are seeking a Junior Accountant to join the team to assist our CPAs with the potential to grow with the ... |
Reconciliations Accountant - Toronto, Canada | Accountant | 1 | [
{
"chunk_index": 0,
"chunk_text": "Job no:** 512135 \n**Brand:** Flight Centre Travel Group \n**Work type:** Full time \n**Location:** Ontario \n**Categories:** Finance & Strategy",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "Corporate Central Finance - Reconciliations Accountan... |
newCorporate Accountant | Accountant | 2 | [
{
"chunk_index": 0,
"chunk_text": "The future you want is within reach.**",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "At PCL, your personal and professional growth is our passion.",
"label": 0
},
{
"chunk_index": 2,
"chunk_text": "We're excited to help you discover wha... |
newJunior Accountant | Accountant | 3 | [
{
"chunk_index": 0,
"chunk_text": "An enthusiastic and motivated individual who will help the Finance Department fulfil all accounting and payroll functions for a medium-sized internet company.",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "The incumbent reports directly to the Director ... |
newBookkeeper Accountant | Accountant | 4 | [
{
"chunk_index": 0,
"chunk_text": "AZ Accounting Firm is a professional CPA firm offering Tax, Bookkeeping and Advisory services to our clients.",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "We function in an automated, paperless, and fully digital environment utilizing cloud-based tech... |
newAccountant | Accountant | 5 | [
{
"chunk_index": 0,
"chunk_text": "Segway Powersports Canada is revolutionizing the powersports industry with the first ever hybrid powertrain on the market.",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "We are the exclusive distributor for the Canadian market.",
"label": 0
},
{... |
Junior Accountant | Accountant | 7 | [
{
"chunk_index": 0,
"chunk_text": "SCALE HOSPITALITY** is currently looking for a hardworking, efficient **JUNIOR ACCOUNTANT** to join our team!",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "SCALE HOSPITALITY** is based in Toronto and has a wide-range of unique restaurant and bar concep... |
newJunior Accountant | Accountant | 6 | [
{
"chunk_index": 0,
"chunk_text": "At RATESDOTCA Group Ltd., our mission is to help Canadians make better insurance and money decisions.",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "We are Canada’s largest digital acquisition platform for insurance and money.",
"label": 0
},
{
... |
Staff Accountant | Accountant | 8 | [
{
"chunk_index": 0,
"chunk_text": "To assist CFO of two businesses (wholesale distributor of corporate apparel being one business and retail distributor of outdoor lifestyle equipment).**",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "High attention to detail and accuracy.**",
"label... |
Senior Accountant | Accountant | 11 | [
{
"chunk_index": 0,
"chunk_text": "From $75,000 to $90,000 per year**",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "3333 James Snow Parkway North, Milton, ON L9T 8L1**",
"label": 0
},
{
"chunk_index": 2,
"chunk_text": "At Uline, Finance isn’t just about the numbers; it’s... |
newStaff Accountant | Accountant | 9 | [
{
"chunk_index": 0,
"chunk_text": "JOB DESCRIPTION – STAFF ACCOUNTANT**",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "POSITION** : Staff Accountant, Accounting/Taxation/Assurance – Quality & Efficiency",
"label": 1
},
{
"chunk_index": 2,
"chunk_text": "REPORTS TO** : Par... |
Accountant | Accountant | 12 | [
{
"chunk_index": 0,
"chunk_text": "Accountant** \nMember of the Finance Team \nReporting to Chief Financial Officer \nLocated in Toronto, Ontario, Canada",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "Agri-Neo’s mission is to help safely feed the world.",
"label": 0
},
{
"... |
newAccountant | Accountant | 10 | [
{
"chunk_index": 0,
"chunk_text": "Full Time accountant needed for busy hvac office in North York",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "Key Responsibilities & Description: **",
"label": 0
},
{
"chunk_index": 2,
"chunk_text": "Ensure that timely and accurate infor... |
newStaff Accountant | Accountant | 13 | [
{
"chunk_index": 0,
"chunk_text": "APPLICATIONS WITHOUT A COVER LETTER WILL NOT BE CONSIDERED**",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "SNPS is located in East York, Toronto, and provides Bookkeeping and Controllership services to businesses located in various parts of North Ameri... |
Junior Accountant | Accountant | 14 | [
{
"chunk_index": 0,
"chunk_text": "Assisting senior accountants in the preparation of monthly, quarterly and annual closings",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "Preparing and submitting weekly and monthly financial reports",
"label": 0
},
{
"chunk_index": 2,
"c... |
Accountant/Sr. Accountant | Accountant | 15 | [
{
"chunk_index": 0,
"chunk_text": "Reporting to the Director of Finance & Accounting, this role is responsible for the full cycle bookkeeping, lead tax filings, monthly financials, HST submissions, and oversee A/R & A/P operations.",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "Lead mont... |
Staff Accountant | Accountant | 17 | [
{
"chunk_index": 0,
"chunk_text": "Stern Cohen LLP is currently recruiting an experienced Staff Accountant to join our strong and diverse public accounting team.",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "You will be engaged to perform audits, reviews, and compilations, as well as co... |
Junior Accountant | Accountant | 16 | [
{
"chunk_index": 0,
"chunk_text": "Role:** To provide accounting support activities for the Finance department by performing daily accounting tasks contributing to the overall efficient operation of the department.",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "Post and process journal e... |
Accountant | Accountant | 20 | [
{
"chunk_index": 0,
"chunk_text": "Job Description - Staff Accountant**",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "Staff Accountants at HLH LLP gain valuable experience while working toward their CPA designation.",
"label": 1
},
{
"chunk_index": 2,
"chunk_text": "As s... |
Accountant - Accounts Receivable and Payroll | Accountant | 18 | [
{
"chunk_index": 0,
"chunk_text": "The General Synod of The Anglican Church of Canada is seeking:",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "ACCOUNTANT – Accounts Receivable & Payroll (3 days / week)**",
"label": 1
},
{
"chunk_index": 2,
"chunk_text": "Salary: Startin... |
newStaff Accountant | Accountant | 19 | [
{
"chunk_index": 0,
"chunk_text": "Choose Local, Choose Welch LLP** \nWelch LLP is ideal for professionals with an entrepreneurial spirit.",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "Welch offers its employees invaluable \nprospects: **possibility** for growth and advancement; **var... |
newJunior Accountant | Accountant | 21 | [
{
"chunk_index": 0,
"chunk_text": "The Municipal Group of Companies, based in Bedford Nova Scotia, is a large diversified Construction Company engaged in all major aspects of heavy civil construction, mining services, environmental services and transportation and courier services within the Atlantic Provinc... |
Junior Accountant | Accountant | 24 | [
{
"chunk_index": 0,
"chunk_text": "COMPANY SUMMARY \nAHLOT, a subsidiary of Rising Industry Holdings, is an award-winning cannabis marketing company that helps consumers easily discover new cannabis brands and products.",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "Best known for its ... |
newJunior Accountant | Accountant | 22 | [
{
"chunk_index": 0,
"chunk_text": "OTT Financial Group is the parent organization of a family of financial services, investment management, payment-processing and real estate development companies that are dedicated to delivering best-in-class innovation-driven services and products to our clients.",
"l... |
Bookkeeper/Accountant | Accountant | 26 | [
{
"chunk_index": 0,
"chunk_text": "To provide bookkeeping and accounting services to CUPE Local 79",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "KEY QUALIFICATIONS * Union experience required, specifically Canadian Union of Public Employees (CUPE)",
"label": 0
},
{
"chunk_in... |
Junior Accountant | Accountant | 23 | [
{
"chunk_index": 0,
"chunk_text": "KEV Group is an enterprise SaaS company providing online payment and accounting software to simplify student activity fund management in schools.",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "KEV’s easy- to-use web-based software automates the collecti... |
newAccountant | Accountant | 25 | [
{
"chunk_index": 0,
"chunk_text": "ProActive Wellness Centre is a leading private healthcare company based out of St.",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "We offer services including physiotherapy, massage therapy, acupuncture, chiropractic, various medical services, and OHS.",... |
Junior Accountant | Accountant | 27 | [
{
"chunk_index": 0,
"chunk_text": "The Finance team are a group of experts leading reporting, forecasting and other key financial deliverables for Jackman.",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "Reporting to the Head of Finance, you are responsible for various accounting tasks th... |
Accountant-General (Remote) | Accountant | 28 | [
{
"chunk_index": 0,
"chunk_text": "Posting Date** Mar 01, 2022 \n**Job Number** 22027756 \n**Job Category** Finance & Accounting \n**Location** Canada Regional Office, 2425 Mathewson Blvd.",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "E Suite 100, Mississauga, ONT, Canada \n**Br... |
newSenior Accountant - School Finance | Accountant | 29 | [
{
"chunk_index": 0,
"chunk_text": "Senior Accountant - School Finance",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "May 19, 2022 12:00 PM",
"label": 0
},
{
"chunk_index": 2,
"chunk_text": "Senior Accountant – School Finance**",
"label": 1
},
{
"chunk_index": ... |
Private Equity Fund Accountant | Accountant | 30 | [
{
"chunk_index": 0,
"chunk_text": "MUFG Investor Services provides asset servicing solutions to the global investment management industry.",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "Leveraging the financial and intellectual capital of MUFG – one of the largest banks in the world with... |
Staff Accountant | Accountant | 31 | [
{
"chunk_index": 0,
"chunk_text": "The **Surgenor Automotive Group** is currently looking for a career-minded, detail-oriented **Senior Accountant** to assist with the overall day-to-day accounting duties within our accounting departments.",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "T... |
Junior Accountant | Accountant | 35 | [
{
"chunk_index": 0,
"chunk_text": "Junior Accountant** \n**Job Type:** Full-time",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "Reporting to** : Assistant Controller",
"label": 0
},
{
"chunk_index": 2,
"chunk_text": "We are seeking a junior accountant to support the day-... |
Accountant | Accountant | 32 | [
{
"chunk_index": 0,
"chunk_text": "Assist in daily maintenance of accounting records (including but not limited to journal entries, reconciliations, petty cash, capital assets, inventory adjustments)",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "Prepare monthly financial statements and ... |
Commis comptable | Accountant | 36 | [
{
"chunk_index": 0,
"chunk_text": "Familiale, innovante et spécialisée sont des qualificatifs qui décrivent bien BDJ Ménard.",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "L’impact que ça a pour notre équipe de comptabilité ?",
"label": 0
},
{
"chunk_index": 2,
"chunk_tex... |
Junior Accountant | Accountant | 34 | [
{
"chunk_index": 0,
"chunk_text": "Location: 417 Connell St, Woodstock, New Brunswick**",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "We believe our greatest strength, is our PEOPLE!!",
"label": 0
},
{
"chunk_index": 2,
"chunk_text": "This is about you; your attitude, pa... |
Junior Accountant | Accountant | 37 | [
{
"chunk_index": 0,
"chunk_text": "We are looking for a Junior Accountant to join our Finance team!",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "This role will be an important addition to our high-performing team as our business continues to grow.",
"label": 0
},
{
"chunk_i... |
Junior Accountant | Accountant | 39 | [
{
"chunk_index": 0,
"chunk_text": "Société Traiteur is looking for a dynamic addition to our Catering Team!",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "We are accepting applications for a junior accountant!",
"label": 1
},
{
"chunk_index": 2,
"chunk_text": "A junior ac... |
General Accountant (2 Hotels) | Accountant | 33 | [
{
"chunk_index": 0,
"chunk_text": "Posting Date** Apr 22, 2022 \n**Job Number** 22065222 \n**Job Category** Finance & Accounting \n**Location** Delta Hotels Edmonton South Conference Centre, 4404 Gateway Boulevard NW, Edmonton, Alberta, Canada \n**Brand** Delta Hotels & Resorts \n**Schedule** Full-Time... |
Accountant Clerk | Accountant | 38 | [
{
"chunk_index": 0,
"chunk_text": "Do you hold a Diploma or Degree in Accounting, Finance, or Business Administration?",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "Do you have 3+ years’ experience in the field of accounting, finance and payroll?",
"label": 0
},
{
"chunk_ind... |
newStaff Accountant | Accountant | 40 | [
{
"chunk_index": 0,
"chunk_text": "At Tribute Technology, we make end-of-life celebrations memorable, meaningful, and effortless through thoughtful and innovative technology solutions.",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "Our mission is to help communities around the world cele... |
Intermediate Accountant | Accountant | 42 | [
{
"chunk_index": 0,
"chunk_text": "We are currently recruiting for an Intermediate Accountant to join a growing public company on a contract role until the end of 2022 working 20 to 30 hours a week.",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "There is a high likelihood this role will ... |
newGeneral Accountant | Accountant | 41 | [
{
"chunk_index": 0,
"chunk_text": "The **General Accountant****** is responsible for day to day, as well as month end, finance and accounting duties related to branches of Spark Power's Western Canadian region.",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "The primary focus of this role... |
newGeneral Accountant - Work from Home | Accountant | 43 | [
{
"chunk_index": 0,
"chunk_text": "Malvern Condominium Property Management is seeking a Certified General Accounting Clerk preferably with Condominium experience to join our team of industry professionals!",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "The ideal candidate has at least Fi... |
newStaff Accountant | Accountant | 44 | [
{
"chunk_index": 0,
"chunk_text": "Report to the Director of Finance",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "Responsible for the Accounting department during the absence of the Director of Finance",
"label": 0
},
{
"chunk_index": 2,
"chunk_text": "Assist with the m... |
General Accountant | Accountant | 47 | [
{
"chunk_index": 0,
"chunk_text": "We are seeking a General Accountant to join our team at our Toronto Office.",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "This is a new, full-time position.",
"label": 0
},
{
"chunk_index": 2,
"chunk_text": "Accountable for the fixed as... |
Junior Accountant | Accountant | 45 | [
{
"chunk_index": 0,
"chunk_text": "Status: Full Time Department: Finance",
"label": 0
},
{
"chunk_index": 1,
"chunk_text": "Reports To: Director – Treasury & Tax \n**Key Results and Activities:** \nØ Update, maintain and review banking information, templates, PADs, positive pay and other r... |
Accountant | Accountant | 46 | [
{
"chunk_index": 0,
"chunk_text": "Collect and review the daily expense reimbursements from employees of North America game business; \n2\\.",
"label": 1
},
{
"chunk_index": 1,
"chunk_text": "Book the payment accounting journal entries in the financial system, both for sub-ledger and genera... |
End of preview. Expand in Data Studio
JobBERT Chunk Relevance Labels
~529k labelled chunks extracted from English job postings. Each chunk is labelled as relevant (describes the role, responsibilities, or requirements) or irrelevant (boilerplate, company marketing, benefits, equal opportunity statements, etc.).
Labels were generated by Qwen and used to fine-tune AP678/jobbert-job-chunk-classifier.
Format
Parquet files. Each row is a job posting with a list of chunks:
{
"title": "Senior Data Engineer",
"chunks": [
{"chunk_text": "We are looking for a Senior Data Engineer...", "label": 1},
{"chunk_text": "We are an equal opportunity employer...", "label": 0},
...
]
}
label: 1 = relevant, 0 = irrelevant, -1 = skipped/unlabelled.
Usage
from datasets import load_dataset
ds = load_dataset("AP678/jobbert-chunk-relevance-data")
# Flatten to individual chunks
for row in ds["train"]:
for chunk in row["chunks"]:
if chunk["label"] >= 0:
print(chunk["chunk_text"], chunk["label"])
Related
- Model trained on this data: AP678/jobbert-job-chunk-classifier
- Training code: a-petr/chunk-labeller
- Downloads last month
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