Period
to 25 July 2017

The following table provides summary statistics for permanent job vacancies advertised in North Yorkshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 25 July 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Yorkshire > North Yorkshire
6 months to
25 Jul 2017
Same period 2016 Same period 2015
Rank 94 99 101
Rank change year-on-year +5 +2 +2
Permanent jobs citing Data Modelling 23 28 38
As % of all permanent IT jobs advertised in North Yorkshire 1.54% 1.69% 1.85%
As % of the Processes & Methodologies category 1.71% 1.94% 2.02%
Number of salaries quoted 22 22 34
North Yorkshire median annual salary £45,000 £41,500 £32,500
Median salary % change year-on-year +8.43% +27.69% -7.14%
10th Percentile £35,000 £32,625 £22,500
90th Percentile £52,500 £47,500 £50,850
Yorkshire median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in North Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
North Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 1348 1445 1883
As % of all permanent IT job vacancies advertised in North Yorkshire 90.53% 87.26% 91.59%
Number of salaries quoted 1137 1206 1697
North Yorkshire median annual salary £40,000 £40,000 £40,000
10th Percentile £25,250 £24,750 £23,500
90th Percentile £57,500 £52,500 £55,000
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Data Modelling
Job Vacancy Trend in North Yorkshire

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

Job vacancy trend for Data Modelling in North Yorkshire

Data Modelling
Salary Trend in North Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in North Yorkshire.

Salary trend for Data Modelling in North Yorkshire

Data Modelling
Salary Histogram in North Yorkshire

The salary distribution of IT jobs citing Data Modelling in North Yorkshire over the 6 months to 25 July 2017.

Salary histogram for Data Modelling in North Yorkshire

Data Modelling
Job Locations in North Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the North Yorkshire region over the 6 months to 25 July 2017. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
York +11 17 £45,750 +8.93% 3
Harrogate +4 2 £40,000 -3.61% 1
Middlesbrough 0 2 £29,013 -6.41%
Pickering - 2 £40,000 -
Data Modelling
Yorkshire

For the 6 months to 25 July 2017, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North Yorkshire region with a requirement for Data Modelling.

1 22 (95.65%) SQL
2 21 (91.30%) SQL Server Reporting Services
3 19 (82.61%) SQL Server Integration Services
3 19 (82.61%) SQL Server Analysis Services
3 19 (82.61%) SQL Server
4 15 (65.22%) Business Intelligence
5 10 (43.48%) Data Warehouse
6 9 (39.13%) CRM
6 9 (39.13%) T-SQL
7 8 (34.78%) .NET
7 8 (34.78%) C#
7 8 (34.78%) SQL Server 2016
8 7 (30.43%) SDLC
8 7 (30.43%) Power BI
8 7 (30.43%) Data Strategy
8 7 (30.43%) Data Management
9 6 (26.09%) Microsoft
9 6 (26.09%) Analytical Skills
10 4 (17.39%) ETL
10 4 (17.39%) SQL Server 2012
11 3 (13.04%) Analytics
11 3 (13.04%) Retail
11 3 (13.04%) Big Data
11 3 (13.04%) Microsoft Azure
11 3 (13.04%) Microsoft Excel
11 3 (13.04%) Management Information System
12 2 (8.70%) Dynamics CRM
12 2 (8.70%) Dynamics AX
12 2 (8.70%) QlikView
12 2 (8.70%) Marketing

Data Modelling
Co-occurring IT Skills in North 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 (4.35%) SharePoint
1 1 (4.35%) SharePoint Server
Applications
1 3 (13.04%) Microsoft Excel
2 1 (4.35%) Microsoft Office
Business Applications
1 2 (8.70%) Dynamics AX
1 2 (8.70%) Dynamics CRM
2 1 (4.35%) Cognos Business Intelligence
2 1 (4.35%) Cognos TM1
2 1 (4.35%) SAP BPC
2 1 (4.35%) Visualfiles
Cloud Services
1 3 (13.04%) Microsoft Azure
Database & Business Intelligence
1 21 (91.30%) SQL Server Reporting Services
2 19 (82.61%) SQL Server
2 19 (82.61%) SQL Server Analysis Services
2 19 (82.61%) SQL Server Integration Services
3 10 (43.48%) Data Warehouse
4 8 (34.78%) SQL Server 2016
5 7 (30.43%) Power BI
6 4 (17.39%) SQL Server 2012
7 3 (13.04%) Big Data
8 2 (8.70%) BusinessObjects
8 2 (8.70%) Qlik Sense
8 2 (8.70%) QlikView
8 2 (8.70%) SQL Server 2008
8 2 (8.70%) ZAP BI
9 1 (4.35%) Microsoft Analysis Services
9 1 (4.35%) MS Access
9 1 (4.35%) SQL Server 2014
General
1 3 (13.04%) Retail
2 2 (8.70%) Finance
2 2 (8.70%) Marketing
Job Titles
1 19 (82.61%) Developer
2 12 (52.17%) Business Intelligence Developer
3 6 (26.09%) Business Developer
3 6 (26.09%) Database Developer
4 5 (21.74%) SQL Developer
4 5 (21.74%) SSIS Developer
5 4 (17.39%) SSRS Developer
6 3 (13.04%) Senior Database Developer
6 3 (13.04%) Senior Developer
6 3 (13.04%) Senior SQL Developer
6 3 (13.04%) SQL Database Developer
6 3 (13.04%) T-SQL Developer
7 2 (8.70%) Architect
7 2 (8.70%) Development Manager
7 2 (8.70%) QlikView Developer
7 2 (8.70%) SQL BI Developer
7 2 (8.70%) Systems Architect
8 1 (4.35%) CRM Database Manager
8 1 (4.35%) QlikView Analyst
8 1 (4.35%) SSAS Developer
Libraries, Frameworks & Software Standards
1 8 (34.78%) .NET
2 2 (8.70%) EDI
2 2 (8.70%) MDX
3 1 (4.35%) .NET Framework
3 1 (4.35%) ASP.NET
3 1 (4.35%) COM
3 1 (4.35%) CSS
3 1 (4.35%) Entity Framework
3 1 (4.35%) HTML
Miscellaneous
1 6 (26.09%) Analytical Skills
2 3 (13.04%) Management Information System
3 2 (8.70%) Data Structures
3 2 (8.70%) Greenfield Project
Operating Systems
1 1 (4.35%) Windows
1 1 (4.35%) Windows Server
Processes & Methodologies
1 15 (65.22%) Business Intelligence
2 9 (39.13%) CRM
3 7 (30.43%) Data Management
3 7 (30.43%) Data Strategy
3 7 (30.43%) SDLC
4 4 (17.39%) ETL
5 3 (13.04%) Analytics
6 2 (8.70%) Agile Software Development
6 2 (8.70%) Data Analysis
6 2 (8.70%) Data Architecture
6 2 (8.70%) Data Governance
6 2 (8.70%) Data Protection
6 2 (8.70%) Disaster Recovery
6 2 (8.70%) Document Management
6 2 (8.70%) ERP
6 2 (8.70%) Open Source
6 2 (8.70%) Validation
7 1 (4.35%) Migration
7 1 (4.35%) MVC
7 1 (4.35%) Web Development
Programming Languages
1 22 (95.65%) SQL
2 9 (39.13%) T-SQL
3 8 (34.78%) C#
4 1 (4.35%) JavaScript
Qualifications
1 2 (8.70%) Degree
2 1 (4.35%) AAT
2 1 (4.35%) CIMA
Quality Assurance & Compliance
1 2 (8.70%) Data Quality
System Software
1 1 (4.35%) Active Directory
Vendors
1 6 (26.09%) Microsoft
2 2 (8.70%) Pega
3 1 (4.35%) Cognos
3 1 (4.35%) IBM
3 1 (4.35%) Salesforce.com
3 1 (4.35%) SAP
3 1 (4.35%) VMware
Harrogate, North Yorkshire
4it Recruitment Ltd
Salary: Up to £40,000 per annum + excellent benefits
Posted: 12 hours ago
York, North Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £40000.00 - £45000.00 per annum
Posted: Yesterday
York, North Yorkshire
Work with York
Salary: Up to £45,000 per annum
Posted: 4 days ago
York, North Yorkshire
Work with York
Salary: Up to £45 per annum
Posted: 4 days ago