The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 10 new columns ({'Occupation Mean Annual Wage', 'Occupation Employment', 'Importance', 'O*NET-SOC Code', 'Skill ID (O*NET Generalized Work Activity ID)', 'Frequency', 'Relevance', 'Category', 'Task Type', 'Skill (O*NET Work Activity)'}) and 7 missing columns ({'User ID', 'Interpersonal Communication Requirement', 'Human Agency Scale Rating', 'Physical Action Requirement', 'Involved Uncertainty', 'Domain Expertise Requirement', 'Automation Capacity Rating'}).
This happened while the csv dataset builder was generating data using
hf://datasets/SALT-NLP/WORKBank/task_data/task_statement_with_metadata.csv (at revision d2d83830e4fd6c3cf230fd815ad1f7686cf2adab)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
O*NET-SOC Code: string
Occupation (O*NET-SOC Title): string
Task ID: int64
Task: string
Task Type: string
Date: string
Category: double
Frequency: double
Importance: double
Relevance: double
Occupation Mean Annual Wage: double
Occupation Employment: double
Skill (O*NET Work Activity): string
Skill ID (O*NET Generalized Work Activity ID): string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2109
to
{'Task ID': Value('int64'), 'Occupation (O*NET-SOC Title)': Value('string'), 'Task': Value('string'), 'User ID': Value('string'), 'Date': Value('string'), 'Automation Capacity Rating': Value('int64'), 'Physical Action Requirement': Value('int64'), 'Involved Uncertainty': Value('int64'), 'Domain Expertise Requirement': Value('int64'), 'Interpersonal Communication Requirement': Value('int64'), 'Human Agency Scale Rating': Value('int64')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1456, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1055, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 10 new columns ({'Occupation Mean Annual Wage', 'Occupation Employment', 'Importance', 'O*NET-SOC Code', 'Skill ID (O*NET Generalized Work Activity ID)', 'Frequency', 'Relevance', 'Category', 'Task Type', 'Skill (O*NET Work Activity)'}) and 7 missing columns ({'User ID', 'Interpersonal Communication Requirement', 'Human Agency Scale Rating', 'Physical Action Requirement', 'Involved Uncertainty', 'Domain Expertise Requirement', 'Automation Capacity Rating'}).
This happened while the csv dataset builder was generating data using
hf://datasets/SALT-NLP/WORKBank/task_data/task_statement_with_metadata.csv (at revision d2d83830e4fd6c3cf230fd815ad1f7686cf2adab)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Task ID
int64 | Occupation (O*NET-SOC Title)
string | Task
string | User ID
string | Date
string | Automation Capacity Rating
int64 | Physical Action Requirement
int64 | Involved Uncertainty
int64 | Domain Expertise Requirement
int64 | Interpersonal Communication Requirement
int64 | Human Agency Scale Rating
int64 |
|---|---|---|---|---|---|---|---|---|---|---|
3,226 |
Advertising and Promotions Managers
|
Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.
|
RedTiger
|
2025/3/16
| 4 | 1 | 1 | 2 | 1 | 2 |
21,567 |
Appraisers and Assessors of Real Estate
|
Verify legal descriptions of properties by comparing them to county records.
|
YellowZebra
|
2025/3/16
| 3 | 1 | 2 | 4 | 1 | 2 |
3,970 |
Technical Writers
|
Review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.
|
BrownFox
|
2025/3/18
| 4 | 3 | 3 | 3 | 3 | 3 |
22,655 |
Writers and Authors
|
Vary language and tone of messages based on product and medium.
|
BrownFox
|
2025/3/19
| 4 | 1 | 1 | 2 | 1 | 2 |
22,654 |
Writers and Authors
|
Present drafts and ideas to clients.
|
BrownFox
|
2025/3/19
| 3 | 3 | 1 | 3 | 5 | 3 |
22,660 |
Writers and Authors
|
Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.
|
BrownFox
|
2025/3/19
| 5 | 1 | 1 | 2 | 1 | 2 |
22,657 |
Writers and Authors
|
Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.
|
BrownFox
|
2025/3/19
| 4 | 1 | 1 | 2 | 1 | 2 |
22,658 |
Writers and Authors
|
Conduct research and interviews to determine which of a product's selling features should be promoted.
|
BrownFox
|
2025/3/19
| 4 | 1 | 3 | 3 | 1 | 2 |
8,961 |
Statisticians
|
Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.
|
OrangeWolf
|
2025/3/24
| 1 | 1 | 3 | 3 | 4 | 4 |
16,246 |
Biostatisticians
|
Calculate sample size requirements for clinical studies.
|
OrangeWolf
|
2025/3/24
| 3 | 1 | 1 | 1 | 1 | 2 |
20,558 |
Photographers
|
Transfer photographs to computers for editing, archiving, and electronic transmission.
|
BrownFox
|
2025/3/24
| 5 | 1 | 1 | 1 | 1 | 1 |
9,352 |
Photographers
|
Manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.
|
BrownFox
|
2025/3/24
| 5 | 1 | 1 | 1 | 1 | 1 |
9,357 |
Photographers
|
Enhance, retouch, and resize photographs and negatives, using airbrushing and other techniques.
|
BrownFox
|
2025/3/24
| 5 | 1 | 1 | 1 | 2 | 2 |
9,351 |
Photographers
|
Estimate or measure light levels, distances, and numbers of exposures needed, using measuring devices and formulas.
|
BrownFox
|
2025/3/24
| 5 | 1 | 1 | 1 | 1 | 1 |
9,354 |
Photographers
|
Perform general office duties, such as scheduling appointments, keeping books, and ordering supplies.
|
BrownFox
|
2025/3/24
| 5 | 1 | 1 | 1 | 1 | 1 |
16,786 |
Bioinformatics Scientists
|
Develop new software applications or customize existing applications to meet specific scientific project needs.
|
BlackCat
|
2025/3/24
| 4 | 2 | 2 | 5 | 2 | 2 |
16,790 |
Bioinformatics Scientists
|
Create novel computational approaches and analytical tools as required by research goals.
|
BlackCat
|
2025/3/24
| 4 | 2 | 3 | 5 | 2 | 2 |
16,795 |
Bioinformatics Scientists
|
Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.
|
BlackCat
|
2025/3/24
| 4 | 3 | 3 | 5 | 2 | 2 |
16,791 |
Bioinformatics Scientists
|
Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.
|
BlackCat
|
2025/3/24
| 4 | 2 | 3 | 5 | 2 | 2 |
16,793 |
Bioinformatics Scientists
|
Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.
|
BlackCat
|
2025/3/24
| 4 | 2 | 3 | 5 | 2 | 2 |
16,788 |
Bioinformatics Scientists
|
Create or modify web-based bioinformatics tools.
|
BlackCat
|
2025/3/24
| 4 | 2 | 3 | 5 | 2 | 2 |
16,783 |
Bioinformatics Scientists
|
Instruct others in the selection and use of bioinformatics tools.
|
BlackCat
|
2025/3/24
| 3 | 3 | 4 | 5 | 4 | 4 |
16,807 |
Molecular and Cellular Biologists
|
Maintain accurate laboratory records and data.
|
BlackCat
|
2025/3/24
| 3 | 3 | 4 | 5 | 2 | 3 |
23,905 |
Molecular and Cellular Biologists
|
Prepare or review reports, manuscripts, or meeting presentations.
|
BlackCat
|
2025/3/24
| 3 | 3 | 4 | 5 | 2 | 3 |
16,808 |
Molecular and Cellular Biologists
|
Instruct undergraduate and graduate students within the areas of cellular or molecular biology.
|
BlackCat
|
2025/3/24
| 2 | 4 | 3 | 5 | 5 | 5 |
16,814 |
Molecular and Cellular Biologists
|
Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.
|
BlackCat
|
2025/3/24
| 3 | 2 | 3 | 5 | 2 | 3 |
2,817 |
Desktop Publishers
|
View monitors for visual representation of work in progress and for instructions and feedback throughout process, making modifications as necessary.
|
BrownKangaroo
|
2025/4/6
| 2 | 3 | 3 | 3 | 4 | 4 |
16,265 |
Biostatisticians
|
Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.
|
PurpleBear
|
2025/3/24
| 4 | 1 | 4 | 4 | 2 | 3 |
16,246 |
Biostatisticians
|
Calculate sample size requirements for clinical studies.
|
PurpleBear
|
2025/3/24
| 4 | 1 | 3 | 4 | 1 | 1 |
16,252 |
Biostatisticians
|
Prepare tables and graphs to present clinical data or results.
|
PurpleBear
|
2025/3/24
| 4 | 1 | 3 | 4 | 2 | 4 |
16,249 |
Biostatisticians
|
Write program code to analyze data with statistical analysis software.
|
PurpleBear
|
2025/3/24
| 4 | 1 | 3 | 4 | 2 | 4 |
16,150 |
Business Intelligence Analysts
|
Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
|
PurpleBear
|
2025/3/24
| 3 | 1 | 3 | 3 | 4 | 4 |
16,140 |
Business Intelligence Analysts
|
Manage timely flow of business intelligence information to users.
|
PurpleBear
|
2025/3/24
| 2 | 1 | 3 | 3 | 4 | 4 |
16,146 |
Business Intelligence Analysts
|
Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
|
PurpleBear
|
2025/3/24
| 2 | 1 | 2 | 3 | 3 | 4 |
16,136 |
Business Intelligence Analysts
|
Identify or monitor current and potential customers, using business intelligence tools.
|
PurpleBear
|
2025/3/24
| 3 | 1 | 3 | 3 | 2 | 3 |
16,143 |
Business Intelligence Analysts
|
Disseminate information regarding tools, reports, or metadata enhancements.
|
PurpleBear
|
2025/3/24
| 3 | 1 | 3 | 3 | 4 | 3 |
16,284 |
Clinical Data Managers
|
Process clinical data, including receipt, entry, verification, or filing of information.
|
PurpleBear
|
2025/3/24
| 3 | 2 | 4 | 3 | 2 | 2 |
16,280 |
Clinical Data Managers
|
Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.
|
PurpleBear
|
2025/3/24
| 3 | 1 | 4 | 4 | 2 | 4 |
16,279 |
Clinical Data Managers
|
Monitor work productivity or quality to ensure compliance with standard operating procedures.
|
PurpleBear
|
2025/3/24
| 2 | 2 | 3 | 2 | 4 | 2 |
16,277 |
Clinical Data Managers
|
Prepare data analysis listings and activity, performance, or progress reports.
|
PurpleBear
|
2025/3/24
| 3 | 1 | 4 | 4 | 2 | 4 |
16,283 |
Clinical Data Managers
|
Analyze clinical data using appropriate statistical tools.
|
PurpleBear
|
2025/3/24
| 3 | 1 | 4 | 4 | 2 | 4 |
16,270 |
Clinical Data Managers
|
Develop technical specifications for data management programming and communicate needs to information technology staff.
|
PurpleBear
|
2025/3/24
| 2 | 1 | 3 | 3 | 4 | 4 |
16,274 |
Clinical Data Managers
|
Track the flow of work forms, including in-house data flow or electronic forms transfer.
|
PurpleBear
|
2025/3/24
| 2 | 2 | 3 | 3 | 2 | 2 |
20,483 |
Architects, Except Landscape and Naval
|
Develop final construction plans that include aesthetic representations of the structure or details for its construction.
|
PurpleBear
|
2025/3/24
| 2 | 1 | 5 | 5 | 4 | 5 |
20,479 |
Architects, Except Landscape and Naval
|
Prepare scale drawings or architectural designs, using computer-aided design or other tools.
|
PurpleBear
|
2025/3/24
| 4 | 1 | 3 | 4 | 2 | 3 |
130 |
Architects, Except Landscape and Naval
|
Prepare information regarding design, structure specifications, materials, color, equipment, estimated costs, or construction time.
|
PurpleBear
|
2025/3/24
| 2 | 1 | 4 | 4 | 3 | 5 |
136 |
Architects, Except Landscape and Naval
|
Integrate engineering elements into unified architectural designs.
|
PurpleBear
|
2025/3/24
| 2 | 1 | 4 | 4 | 2 | 2 |
20,486 |
Architects, Except Landscape and Naval
|
Plan layouts of structural architectural projects.
|
PurpleBear
|
2025/3/24
| 2 | 1 | 4 | 4 | 3 | 3 |
134 |
Architects, Except Landscape and Naval
|
Prepare contract documents for building contractors.
|
PurpleBear
|
2025/3/24
| 2 | 1 | 3 | 3 | 4 | 4 |
19,596 |
Architects, Except Landscape and Naval
|
Plan or design structures such as residences, office buildings, theatres, factories, or other structural properties in accordance with environmental, safety, or other regulations.
|
PurpleBear
|
2025/3/24
| 2 | 1 | 5 | 4 | 3 | 4 |
20,488 |
Architects, Except Landscape and Naval
|
Create three-dimensional or interactive representations of designs, using computer-assisted design software.
|
PurpleBear
|
2025/3/24
| 4 | 1 | 2 | 3 | 2 | 2 |
19,594 |
Architects, Except Landscape and Naval
|
Gather information related to projects' environmental sustainability or operational efficiency.
|
PurpleBear
|
2025/3/24
| 1 | 3 | 3 | 3 | 3 | 4 |
5,503 |
Geographers
|
Create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography, such as coordinate systems, longitude, latitude, elevation, topography, and map scales.
|
BlackCat
|
2025/3/25
| 4 | 2 | 4 | 4 | 2 | 2 |
5,511 |
Geographers
|
Study the economic, political, and cultural characteristics of a specific region's population.
|
BlackCat
|
2025/3/25
| 4 | 2 | 3 | 4 | 2 | 2 |
5,506 |
Geographers
|
Locate and obtain existing geographic information databases.
|
BlackCat
|
2025/3/25
| 3 | 3 | 4 | 4 | 2 | 3 |
5,505 |
Geographers
|
Develop, operate, and maintain geographical information computer systems, including hardware, software, plotters, digitizers, printers, and video cameras.
|
BlackCat
|
2025/3/25
| 3 | 3 | 4 | 4 | 2 | 3 |
16,952 |
Transportation Planners
|
Recommend transportation system improvements or projects, based on economic, population, land-use, or traffic projections.
|
BlackCat
|
2025/3/25
| 2 | 4 | 4 | 4 | 5 | 4 |
20,976 |
Transportation Planners
|
Interpret data from traffic modeling software, geographic information systems, or associated databases.
|
BlackCat
|
2025/3/25
| 2 | 4 | 4 | 5 | 4 | 4 |
16,943 |
Transportation Planners
|
Prepare reports or recommendations on transportation planning.
|
BlackCat
|
2025/3/25
| 2 | 3 | 4 | 4 | 4 | 4 |
18,295 |
Precision Agriculture Technicians
|
Document and maintain records of precision agriculture information.
|
BlackCat
|
2025/3/25
| 3 | 3 | 4 | 4 | 2 | 3 |
9,350 |
Photographers
|
Review sets of photographs to select the best work.
|
BrownFox
|
2025/3/25
| 2 | 4 | 4 | 4 | 3 | 4 |
20,560 |
Photographers
|
Write photograph captions.
|
BrownFox
|
2025/3/25
| 5 | 1 | 1 | 1 | 1 | 1 |
18,282 |
Precision Agriculture Technicians
|
Identify spatial coordinates, using remote sensing and Global Positioning System (GPS) data.
|
BlackCat
|
2025/3/25
| 4 | 2 | 3 | 4 | 2 | 2 |
18,289 |
Precision Agriculture Technicians
|
Create, layer, and analyze maps showing precision agricultural data, such as crop yields, soil characteristics, input applications, terrain, drainage patterns, or field management history.
|
BlackCat
|
2025/3/25
| 4 | 2 | 3 | 4 | 2 | 2 |
20,875 |
Precision Agriculture Technicians
|
Analyze geospatial data to determine agricultural implications of factors such as soil quality, terrain, field productivity, fertilizers, or weather conditions.
|
BlackCat
|
2025/3/25
| 3 | 3 | 3 | 4 | 2 | 3 |
18,278 |
Precision Agriculture Technicians
|
Program farm equipment, such as variable-rate planting equipment or pesticide sprayers, based on input from crop scouting and analysis of field condition variability.
|
BlackCat
|
2025/3/25
| 3 | 3 | 4 | 4 | 2 | 3 |
18,296 |
Precision Agriculture Technicians
|
Draw or read maps, such as soil, contour, or plat maps.
|
BlackCat
|
2025/3/25
| 4 | 2 | 4 | 4 | 2 | 2 |
18,293 |
Precision Agriculture Technicians
|
Analyze remote sensing imagery to identify relationships between soil quality, crop canopy densities, light reflectance, and weather history.
|
BlackCat
|
2025/3/25
| 4 | 2 | 3 | 4 | 2 | 2 |
12,963 |
Social Science Research Assistants
|
Design and create special programs for tasks such as statistical analysis and data entry and cleaning.
|
BlackCat
|
2025/3/25
| 4 | 2 | 2 | 5 | 2 | 2 |
12,955 |
Social Science Research Assistants
|
Perform descriptive and multivariate statistical analyses of data, using computer software.
|
BlackCat
|
2025/3/25
| 4 | 2 | 2 | 5 | 2 | 2 |
12,956 |
Social Science Research Assistants
|
Verify the accuracy and validity of data entered in databases, correcting any errors.
|
BlackCat
|
2025/3/25
| 4 | 2 | 2 | 4 | 2 | 2 |
12,960 |
Social Science Research Assistants
|
Conduct internet-based and library research.
|
BlackCat
|
2025/3/25
| 5 | 2 | 2 | 3 | 2 | 1 |
12,968 |
Social Science Research Assistants
|
Recruit and schedule research participants.
|
BlackCat
|
2025/3/25
| 1 | 5 | 2 | 3 | 5 | 5 |
16,974 |
Quality Control Analysts
|
Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.
|
BlackCat
|
2025/3/25
| 4 | 2 | 3 | 4 | 2 | 2 |
16,977 |
Quality Control Analysts
|
Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.
|
BlackCat
|
2025/3/25
| 3 | 2 | 4 | 4 | 2 | 3 |
16,979 |
Quality Control Analysts
|
Compile laboratory test data and perform appropriate analyses.
|
BlackCat
|
2025/3/25
| 3 | 4 | 2 | 3 | 4 | 3 |
16,964 |
Quality Control Analysts
|
Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses.
|
BlackCat
|
2025/3/25
| 2 | 5 | 3 | 4 | 5 | 4 |
16,973 |
Quality Control Analysts
|
Investigate or report questionable test results.
|
BlackCat
|
2025/3/25
| 2 | 5 | 3 | 4 | 5 | 4 |
16,966 |
Quality Control Analysts
|
Supply quality control data necessary for regulatory submissions.
|
BlackCat
|
2025/3/25
| 3 | 3 | 3 | 4 | 2 | 3 |
16,976 |
Quality Control Analysts
|
Evaluate analytical methods and procedures to determine how they might be improved.
|
BlackCat
|
2025/3/25
| 4 | 2 | 3 | 4 | 2 | 2 |
16,968 |
Quality Control Analysts
|
Review data from contract laboratories to ensure accuracy and regulatory compliance.
|
BlackCat
|
2025/3/25
| 3 | 2 | 4 | 4 | 2 | 3 |
19,051 |
Judicial Law Clerks
|
Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.
|
BlackCat
|
2025/3/25
| 4 | 2 | 4 | 3 | 4 | 2 |
19,047 |
Judicial Law Clerks
|
Draft or proofread judicial opinions, decisions, or citations.
|
BlackCat
|
2025/3/25
| 5 | 1 | 1 | 2 | 2 | 1 |
19,052 |
Judicial Law Clerks
|
Review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.
|
BlackCat
|
2025/3/25
| 4 | 2 | 3 | 3 | 4 | 2 |
19,053 |
Judicial Law Clerks
|
Review dockets of pending litigation to ensure adequate progress.
|
BlackCat
|
2025/3/25
| 5 | 1 | 1 | 2 | 3 | 1 |
19,057 |
Judicial Law Clerks
|
Enter information into computerized court calendar, filing, or case management systems.
|
BlackCat
|
2025/3/25
| 4 | 2 | 2 | 2 | 2 | 2 |
19,056 |
Judicial Law Clerks
|
Coordinate judges' meeting and appointment schedules.
|
BlackCat
|
2025/3/25
| 4 | 4 | 2 | 2 | 3 | 2 |
5,663 |
Business Teachers, Postsecondary
|
Evaluate and grade students' class work, assignments, and papers.
|
BlackCat
|
2025/3/25
| 4 | 2 | 3 | 4 | 2 | 2 |
5,666 |
Business Teachers, Postsecondary
|
Maintain student attendance records, grades, and other required records.
|
BlackCat
|
2025/3/25
| 4 | 2 | 3 | 2 | 2 | 2 |
5,664 |
Business Teachers, Postsecondary
|
Compile, administer, and grade examinations, or assign this work to others.
|
BlackCat
|
2025/3/25
| 3 | 2 | 1 | 5 | 3 | 3 |
5,669 |
Business Teachers, Postsecondary
|
Maintain regularly scheduled office hours to advise and assist students.
|
BlackCat
|
2025/3/25
| 2 | 4 | 1 | 5 | 4 | 4 |
5,673 |
Business Teachers, Postsecondary
|
Collaborate with colleagues to address teaching and research issues.
|
BlackCat
|
2025/3/25
| 2 | 4 | 2 | 5 | 5 | 4 |
5,671 |
Business Teachers, Postsecondary
|
Advise students on academic and vocational curricula and career issues.
|
BlackCat
|
2025/3/25
| 2 | 3 | 1 | 4 | 5 | 4 |
20,058 |
Business Teachers, Postsecondary
|
Develop and maintain course Web sites.
|
BlackCat
|
2025/3/25
| 3 | 3 | 2 | 4 | 4 | 3 |
22,409 |
Librarians and Media Collections Specialists
|
Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.
|
BlackCat
|
2025/3/25
| 5 | 2 | 1 | 2 | 3 | 1 |
22,411 |
Librarians and Media Collections Specialists
|
Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.
|
BlackCat
|
2025/3/25
| 4 | 2 | 1 | 3 | 4 | 2 |
22,417 |
Librarians and Media Collections Specialists
|
Respond to customer complaints, taking action as necessary.
|
BlackCat
|
2025/3/25
| 4 | 2 | 2 | 3 | 4 | 2 |
22,420 |
Librarians and Media Collections Specialists
|
Locate unusual or unique information in response to specific requests.
|
BlackCat
|
2025/3/25
| 3 | 3 | 2 | 3 | 4 | 3 |
22,425 |
Librarians and Media Collections Specialists
|
Develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, Web pages, electronic pathfinders, software programs, and online tutorials.
|
BlackCat
|
2025/3/25
| 4 | 2 | 2 | 5 | 2 | 2 |
22,427 |
Librarians and Media Collections Specialists
|
Compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.
|
BlackCat
|
2025/3/25
| 4 | 2 | 1 | 4 | 2 | 2 |
End of preview.
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