Period
to 22 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Tyne and Wear 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 22 June 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
North East > Tyne and Wear
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 93 68 97
Rank change year-on-year -25 +29 0
Permanent jobs citing Data Modelling 12 17 7
As % of all permanent IT jobs advertised in Tyne and Wear 0.89% 2.12% 0.64%
As % of the Processes & Methodologies category 0.98% 2.39% 0.74%
Number of salaries quoted 11 28 7
Tyne and Wear median annual salary £37,500 £45,000 £40,000
Median salary % change year-on-year -16.67% +12.50% +14.29%
10th Percentile £32,500 £41,250 £32,500
90th Percentile £75,000 £68,750 £65,000
North East median annual salary £39,375 £45,000 £40,000
% change year-on-year -12.50% +12.50% -3.03%

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

All Process and Methodology Skills
Tyne and Wear
Permanent vacancies with a requirement for process or methodology skills 1,222 711 949
As % of all permanent IT jobs advertised in Tyne and Wear 91.06% 88.76% 87.30%
Number of salaries quoted 1,022 640 837
Tyne and Wear median annual salary £41,500 £37,062 £37,000
Median salary % change year-on-year +11.97% +0.17% -1.33%
10th Percentile £22,500 £21,750 £22,500
90th Percentile £62,714 £51,350 £59,250
North East median annual salary £40,000 £37,031 £37,500
% change year-on-year +8.02% -1.25% -

Data Modelling
Job Vacancy Trend in Tyne and Wear

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Tyne and Wear.

Job vacancy trend for Data Modelling in Tyne and Wear

Data Modelling
Salary Trend in Tyne and Wear

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

Salary trend for Data Modelling in Tyne and Wear

Data Modelling
Salary Histogram in Tyne and Wear

The salary distribution of IT jobs citing Data Modelling in Tyne and Wear over the 6 months to 22 June 2018.

Salary histogram for Data Modelling in Tyne and Wear

Data Modelling
Job Locations in Tyne and Wear

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Tyne and Wear region over the 6 months to 22 June 2018. 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
Newcastle upon Tyne -28 11 £37,500 -16.67% 2
North Tyneside - 1 £70,000 -
Gateshead - 1 - -
Data Modelling
North East

For the 6 months to 22 June 2018, IT 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 permanent job ads across the Tyne and Wear region with a requirement for Data Modelling.

1 11 (91.67%) Business Intelligence
2 10 (83.33%) ETL
3 8 (66.67%) SQL Server
4 7 (58.33%) SQL
5 6 (50.00%) T-SQL
5 6 (50.00%) SQL Server Reporting Services
5 6 (50.00%) SQL Server Integration Services
6 5 (41.67%) SQL Server Analysis Services
6 5 (41.67%) OLAP
6 5 (41.67%) Microsoft Excel
6 5 (41.67%) Visualisation
6 5 (41.67%) Data Visualisation
6 5 (41.67%) Analytics
6 5 (41.67%) OLAP Cube
6 5 (41.67%) SQL Server 2012
6 5 (41.67%) Power BI
6 5 (41.67%) SQL Server 2014
6 5 (41.67%) Decision-Making
7 4 (33.33%) Migration
7 4 (33.33%) Data Architecture
8 3 (25.00%) Data Extraction
8 3 (25.00%) SLA
8 3 (25.00%) Data Warehouse
8 3 (25.00%) Demand Management
9 2 (16.67%) Problem-Solving
9 2 (16.67%) Kimball Methodology
9 2 (16.67%) CRM
9 2 (16.67%) Team Foundation Server
9 2 (16.67%) Finance
9 2 (16.67%) Agile Software Development

Data Modelling
Co-occurring IT Skills in Tyne and Wear 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 (8.33%) BizTalk Server
1 1 (8.33%) SAS
Applications
1 5 (41.67%) Microsoft Excel
Cloud Services
1 1 (8.33%) Amazon AWS
Database & Business Intelligence
1 8 (66.67%) SQL Server
2 6 (50.00%) SQL Server Integration Services
2 6 (50.00%) SQL Server Reporting Services
3 5 (41.67%) OLAP
3 5 (41.67%) OLAP Cube
3 5 (41.67%) Power BI
3 5 (41.67%) SQL Server 2012
3 5 (41.67%) SQL Server 2014
3 5 (41.67%) SQL Server Analysis Services
4 3 (25.00%) Data Warehouse
5 1 (8.33%) Data Mart
5 1 (8.33%) DecisionStream
5 1 (8.33%) Oracle BI EE
5 1 (8.33%) Oracle Database 10g
5 1 (8.33%) Oracle OWB
5 1 (8.33%) RDBMS
5 1 (8.33%) SAP BW
5 1 (8.33%) SAS Enterprise Guide
5 1 (8.33%) SAS Visual Analytics
5 1 (8.33%) SQL Server 2000
Development Applications
1 2 (16.67%) Team Foundation Server
2 1 (8.33%) Git (software)
2 1 (8.33%) Oracle APEX
General
1 2 (16.67%) Finance
2 1 (8.33%) Banking
2 1 (8.33%) Manufacturing
Job Titles
1 8 (66.67%) Developer
2 5 (41.67%) Business Developer
2 5 (41.67%) Business Intelligence Developer
2 5 (41.67%) SQL BI Developer
2 5 (41.67%) SQL Developer
3 3 (25.00%) Business Intelligence Lead
4 1 (8.33%) ABAP Developer
4 1 (8.33%) Applications Architect
4 1 (8.33%) Architect
4 1 (8.33%) Data Warehouse Developer
4 1 (8.33%) ETL Developer
4 1 (8.33%) SAP BW Developer
4 1 (8.33%) SAP Developer
4 1 (8.33%) Software Design Architect
4 1 (8.33%) Technical Architect
Libraries, Frameworks & Software Standards
1 1 (8.33%) .NET
1 1 (8.33%) AngularJS
1 1 (8.33%) HTML
1 1 (8.33%) Web Services
1 1 (8.33%) XSLT
Miscellaneous
1 1 (8.33%) Analytical Skills
1 1 (8.33%) Management Information System
Processes & Methodologies
1 11 (91.67%) Business Intelligence
2 10 (83.33%) ETL
3 5 (41.67%) Analytics
3 5 (41.67%) Data Visualisation
3 5 (41.67%) Decision-Making
3 5 (41.67%) Visualisation
4 4 (33.33%) Data Architecture
4 4 (33.33%) Migration
5 3 (25.00%) Data Extraction
5 3 (25.00%) Demand Management
6 2 (16.67%) Agile Software Development
6 2 (16.67%) CRM
6 2 (16.67%) Kimball Methodology
6 2 (16.67%) Problem-Solving
7 1 (8.33%) Business Continuity
7 1 (8.33%) ERP
7 1 (8.33%) Information Management
7 1 (8.33%) Scrum
7 1 (8.33%) SOA
7 1 (8.33%) Validation
Programming Languages
1 7 (58.33%) SQL
2 6 (50.00%) T-SQL
3 1 (8.33%) ABAP
3 1 (8.33%) C#
3 1 (8.33%) C++
3 1 (8.33%) Java
3 1 (8.33%) JavaScript
3 1 (8.33%) PL/SQL
Qualifications
1 1 (8.33%) Degree
1 1 (8.33%) Security Cleared
Quality Assurance & Compliance
1 3 (25.00%) SLA
2 1 (8.33%) GDPR
Vendors
1 1 (8.33%) Cognos
1 1 (8.33%) Microsoft
1 1 (8.33%) Oracle
1 1 (8.33%) SAP
1 1 (8.33%) Tableau