Period
to 10 August 2020

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 10 August 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
England > Yorkshire
6 months to
10 Aug 2020
Same period 2019 Same period 2018
Rank 84 97 97
Rank change year-on-year +13 0 -42
Contract jobs citing Data Modelling 15 85 109
As % of all contract jobs advertised in Yorkshire 1.04% 2.05% 2.19%
As % of the Processes & Methodologies category 1.23% 2.39% 2.49%
Number of daily rates quoted 10 50 65
Median daily rate £445 £425 £425
Median daily rate % change year-on-year +4.71% - -15.00%
10th Percentile £363 £325 £283
90th Percentile £564 £551 £575
England median daily rate £516 £500 £500
% change year-on-year +3.25% - +1.01%
Number of hourly rates quoted 0 0 4
Median hourly rate - - £18.77
England median hourly rate £35.00 £35.00 £27.50
% change year-on-year - +27.27% +8.94%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Contract vacancies with a requirement for process or methodology skills 1,216 3,561 4,380
As % of all contract IT jobs advertised in Yorkshire 84.62% 86.04% 88.15%
Number of daily rates quoted 763 2,376 2,951
Median daily rate £450 £425 £410
Median daily rate % change year-on-year +5.88% +3.66% +2.50%
10th Percentile £294 £263 £275
90th Percentile £600 £575 £538
England median daily rate £488 £475 £463
% change year-on-year +2.63% +2.70% +2.78%
Number of hourly rates quoted 64 143 128
Median hourly rate £20.11 £16.86 £18.02
Median hourly rate % change year-on-year +19.28% -6.44% +28.71%
10th Percentile £11.24 £11.19 £11.17
90th Percentile £35.00 £36.20 £42.73
Median hourly rate £35.00 £25.00 £21.50
% change year-on-year +40.00% +16.28% -9.47%

Data Modelling
Job Vacancy Trend in Yorkshire

Job postings citing Data Modelling as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Modelling in Yorkshire

Data Modelling
Contractor Daily Rate Trend in Yorkshire

3-month moving average daily rate quoted in jobs citing Data Modelling in Yorkshire.

Daily rate trend for Data Modelling in Yorkshire

Data Modelling
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Data Modelling in Yorkshire over the 6 months to 10 August 2020.

Daily rate histogram for Data Modelling in Yorkshire

Data Modelling
Contractor Hourly Rate Trend in Yorkshire

3-month moving average hourly rates quoted in jobs citing Data Modelling in Yorkshire.

Hourly rate trend for Data Modelling in Yorkshire

Data Modelling
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Yorkshire region over the 6 months to 10 August 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +5 13 £440 +3.53% 5
North Yorkshire +8 2 £538 -
Data Modelling
England

For the 6 months to 10 August 2020, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Yorkshire region with a requirement for Data Modelling.

1 6 (40.00%) SQL
2 4 (26.67%) Finance
2 4 (26.67%) Data Governance
3 3 (20.00%) Data Quality
3 3 (20.00%) Business Analysis
3 3 (20.00%) SQL Server Integration Services
3 3 (20.00%) Agile Software Development
3 3 (20.00%) ETL
3 3 (20.00%) Business Intelligence
3 3 (20.00%) Analytical Skills
3 3 (20.00%) Public Sector
4 2 (13.33%) Azure Data Factory
4 2 (13.33%) Data Architecture
4 2 (13.33%) Data Strategy
4 2 (13.33%) Workshop Facilitation
4 2 (13.33%) Data Structures
4 2 (13.33%) Logical Data Model
4 2 (13.33%) T-SQL
4 2 (13.33%) Banking
4 2 (13.33%) Retail
4 2 (13.33%) Data Management
4 2 (13.33%) SQL Server Reporting Services
4 2 (13.33%) Technical Architecture
4 2 (13.33%) Hadoop
4 2 (13.33%) Azure
5 1 (6.67%) Open Source
5 1 (6.67%) Predictive Modelling
5 1 (6.67%) Azure SQL Database
5 1 (6.67%) R
5 1 (6.67%) AWS

Data Modelling
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (6.67%) SAS
Business Applications
1 1 (6.67%) Sparx Enterprise Architect
Cloud Services
1 2 (13.33%) Azure
1 2 (13.33%) Azure Data Factory
2 1 (6.67%) AWS
2 1 (6.67%) Dynamics 365
2 1 (6.67%) GitHub
2 1 (6.67%) Power Platform
Database & Business Intelligence
1 3 (20.00%) SQL Server Integration Services
2 2 (13.33%) Hadoop
2 2 (13.33%) SQL Server Reporting Services
3 1 (6.67%) Azure SQL Data Warehouse
3 1 (6.67%) Azure SQL Database
3 1 (6.67%) Cosmos DB
3 1 (6.67%) Data Lake
3 1 (6.67%) Data Warehouse
3 1 (6.67%) Power BI
3 1 (6.67%) Snowflake Schema
3 1 (6.67%) SQL Server
3 1 (6.67%) SQL Server Analysis Services
Development Applications
1 1 (6.67%) Git (software)
1 1 (6.67%) SQL Server Management Studio (SSMS)
General
1 4 (26.67%) Finance
2 3 (20.00%) Public Sector
3 2 (13.33%) Banking
3 2 (13.33%) Retail
4 1 (6.67%) Publishing
4 1 (6.67%) Retail Banking
Job Titles
1 4 (26.67%) Analyst
1 4 (26.67%) Architect
1 4 (26.67%) Data Architect
2 3 (20.00%) Business Analyst
2 3 (20.00%) Developer
3 2 (13.33%) Senior Architect
3 2 (13.33%) Senior Data Architect
3 2 (13.33%) Services Director
3 2 (13.33%) SQL Developer
4 1 (6.67%) Agile Business Analyst
4 1 (6.67%) AWS Architect
4 1 (6.67%) Business Finance Analyst
4 1 (6.67%) Cloud Architect
4 1 (6.67%) Finance Business Analyst
4 1 (6.67%) Healthcare Analyst
4 1 (6.67%) Healthcare Business Analyst
4 1 (6.67%) NHS Business Analyst
4 1 (6.67%) Senior Cloud Architect
4 1 (6.67%) Software Analyst
4 1 (6.67%) Technical Analyst
Miscellaneous
1 3 (20.00%) Analytical Skills
2 2 (13.33%) Data Structures
3 1 (6.67%) Management Information System
3 1 (6.67%) NHS
Processes & Methodologies
1 4 (26.67%) Data Governance
2 3 (20.00%) Agile Software Development
2 3 (20.00%) Business Analysis
2 3 (20.00%) Business Intelligence
2 3 (20.00%) ETL
3 2 (13.33%) Data Architecture
3 2 (13.33%) Data Management
3 2 (13.33%) Data Strategy
3 2 (13.33%) Logical Data Model
3 2 (13.33%) Technical Architecture
3 2 (13.33%) Workshop Facilitation
4 1 (6.67%) Continuous Deployment
4 1 (6.67%) Emotional Intelligence
4 1 (6.67%) ETL Development
4 1 (6.67%) Infrastructure as Code
4 1 (6.67%) Requirements Gathering
4 1 (6.67%) SDLC
4 1 (6.67%) Software Delivery
4 1 (6.67%) Sprint Planning
4 1 (6.67%) Strategic Roadmap
Programming Languages
1 6 (40.00%) SQL
2 2 (13.33%) T-SQL
3 1 (6.67%) Python
3 1 (6.67%) R
Qualifications
1 1 (6.67%) Degree
Quality Assurance & Compliance
1 3 (20.00%) Data Quality
2 1 (6.67%) GDPR
2 1 (6.67%) HL7
2 1 (6.67%) QA
Vendors
1 1 (6.67%) Databricks
1 1 (6.67%) Microsoft
1 1 (6.67%) SAP
1 1 (6.67%) Sparx
1 1 (6.67%) Talend
1 1 (6.67%) Teradata