Period
to 24 September 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 24 September 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
North East > Tyne and Wear
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 93 78 92
Rank change year-on-year -15 +14 +5
Permanent jobs citing Data Modelling 16 4 15
As % of all permanent IT jobs advertised in Tyne and Wear 1.33% 0.56% 1.31%
As % of the Processes & Methodologies category 1.44% 0.62% 1.52%
Number of salaries quoted 16 4 16
Tyne and Wear median annual salary £40,750 £43,750 £38,750
Median salary % change year-on-year -6.86% +12.90% +10.71%
10th Percentile £33,750 £41,250 £34,500
90th Percentile £75,000 £45,525 £62,500
North East median annual salary £41,500 £42,500 £40,000
% change year-on-year -2.35% +6.25% +14.29%

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 1,108 645 989
As % of all permanent IT jobs advertised in Tyne and Wear 92.18% 90.08% 86.45%
Number of salaries quoted 934 550 851
Tyne and Wear median annual salary £40,000 £37,500 £38,500
Median salary % change year-on-year +6.67% -2.60% +2.67%
10th Percentile £22,000 £22,500 £25,000
90th Percentile £63,750 £57,625 £60,000
North East median annual salary £40,000 £37,500 £40,000
% change year-on-year +6.67% -6.25% -

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 24 September 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 24 September 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 -24 14 £41,500 -5.14% 4
Sunderland - 1 £40,000 -
North Tyneside - 1 £70,000 -
Gateshead - 1 - -
Data Modelling
North East

For the 6 months to 24 September 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 13 (81.25%) ETL
1 13 (81.25%) Business Intelligence
2 12 (75.00%) SQL Server
3 10 (62.50%) SQL Server Integration Services
4 8 (50.00%) SQL Server Reporting Services
4 8 (50.00%) SQL
5 7 (43.75%) T-SQL
5 7 (43.75%) Visualisation
5 7 (43.75%) Data Visualisation
6 6 (37.50%) SQL Server 2012
6 6 (37.50%) Analytics
6 6 (37.50%) OLAP Cube
6 6 (37.50%) Power BI
6 6 (37.50%) SQL Server 2014
6 6 (37.50%) Decision-Making
6 6 (37.50%) SQL Server Analysis Services
6 6 (37.50%) Microsoft Excel
6 6 (37.50%) OLAP
7 5 (31.25%) Data Warehouse
7 5 (31.25%) Data Architecture
8 4 (25.00%) Migration
9 3 (18.75%) Agile Software Development
9 3 (18.75%) Data Extraction
9 3 (18.75%) Waterfall
9 3 (18.75%) Finance
9 3 (18.75%) SLA
9 3 (18.75%) Demand Management
9 3 (18.75%) Analytical Skills
9 3 (18.75%) Mentoring
10 2 (12.50%) Coaching

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 (6.25%) BizTalk Server
Applications
1 6 (37.50%) Microsoft Excel
Cloud Services
1 2 (12.50%) Amazon AWS
Communications & Networking
1 1 (6.25%) SMS
Database & Business Intelligence
1 12 (75.00%) SQL Server
2 10 (62.50%) SQL Server Integration Services
3 8 (50.00%) SQL Server Reporting Services
4 6 (37.50%) OLAP
4 6 (37.50%) OLAP Cube
4 6 (37.50%) Power BI
4 6 (37.50%) SQL Server 2012
4 6 (37.50%) SQL Server 2014
4 6 (37.50%) SQL Server Analysis Services
5 5 (31.25%) Data Warehouse
6 2 (12.50%) Amazon Redshift
6 2 (12.50%) RDBMS
6 2 (12.50%) Relational Database
7 1 (6.25%) DecisionStream
7 1 (6.25%) QlikView
7 1 (6.25%) Snowflake Schema
7 1 (6.25%) SQL Server 2000
7 1 (6.25%) Star Schema
Development Applications
1 1 (6.25%) Git (software)
1 1 (6.25%) Team Foundation Server
General
1 3 (18.75%) Finance
2 2 (12.50%) Retail
3 1 (6.25%) Advertising
3 1 (6.25%) Games
3 1 (6.25%) Manufacturing
Job Titles
1 8 (50.00%) Developer
2 6 (37.50%) Business Developer
2 6 (37.50%) Business Intelligence Developer
2 6 (37.50%) SQL BI Developer
2 6 (37.50%) SQL Developer
3 3 (18.75%) Business Intelligence Lead
4 2 (12.50%) Analyst
4 2 (12.50%) Business Analyst
4 2 (12.50%) Data Engineer
4 2 (12.50%) Data Warehouse Developer
4 2 (12.50%) Senior Data Engineer
5 1 (6.25%) Applications Architect
5 1 (6.25%) Architect
5 1 (6.25%) Software Design Architect
5 1 (6.25%) Technical Architect
Libraries, Frameworks & Software Standards
1 1 (6.25%) .NET
1 1 (6.25%) AngularJS
1 1 (6.25%) HTML
1 1 (6.25%) Web Services
1 1 (6.25%) XSLT
Miscellaneous
1 3 (18.75%) Analytical Skills
2 1 (6.25%) Management Information System
2 1 (6.25%) Online Games
Processes & Methodologies
1 13 (81.25%) Business Intelligence
1 13 (81.25%) ETL
2 7 (43.75%) Data Visualisation
2 7 (43.75%) Visualisation
3 6 (37.50%) Analytics
3 6 (37.50%) Decision-Making
4 5 (31.25%) Data Architecture
5 4 (25.00%) Migration
6 3 (18.75%) Agile Software Development
6 3 (18.75%) Data Extraction
6 3 (18.75%) Demand Management
6 3 (18.75%) Mentoring
6 3 (18.75%) Waterfall
7 2 (12.50%) Acceptance Criteria
7 2 (12.50%) Coaching
7 2 (12.50%) Digital Transformation Programme
7 2 (12.50%) Problem-Solving
7 2 (12.50%) Process Improvement
7 2 (12.50%) Service Design
7 2 (12.50%) Software Delivery
Programming Languages
1 8 (50.00%) SQL
2 7 (43.75%) T-SQL
3 1 (6.25%) C#
3 1 (6.25%) C++
3 1 (6.25%) Java
3 1 (6.25%) JavaScript
3 1 (6.25%) Python
Qualifications
1 1 (6.25%) Degree
1 1 (6.25%) Security Cleared
Quality Assurance & Compliance
1 3 (18.75%) SLA
2 1 (6.25%) GDPR
Vendors
1 2 (12.50%) Microsoft
1 2 (12.50%) Tableau
2 1 (6.25%) Cognos