Period
to 17 July 2019

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 17 July 2019 with a comparison to the same period in the previous 2 years.

Data Modelling
North East > Tyne and Wear
6 months to
17 Jul 2019
Same period 2018 Same period 2017
Rank 75 101 68
Rank change year-on-year +26 -33 +30
Permanent jobs citing Data Modelling 16 13 15
As % of all permanent IT jobs advertised in Tyne and Wear 1.75% 0.95% 1.95%
As % of the Processes & Methodologies category 1.90% 1.03% 2.12%
Number of salaries quoted 14 12 24
Tyne and Wear median annual salary £43,471 £37,000 £45,000
Median salary % change year-on-year +17.49% -17.78% +12.50%
10th Percentile £32,500 £31,825 £41,250
90th Percentile £68,125 £75,000 £68,750
North East median annual salary £62,500 £38,750 £45,000
% change year-on-year +61.29% -13.89% +12.50%

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 842 1,267 706
As % of all permanent IT jobs advertised in Tyne and Wear 92.22% 92.21% 91.81%
Number of salaries quoted 621 1,058 624
Tyne and Wear median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £25,750 £22,500 £22,500
90th Percentile £62,500 £62,500 £52,500
North East median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% -0.33%

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 17 July 2019.

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 17 July 2019. 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 +32 12 £42,885 +15.91% 3
Sunderland - 3 £65,000 -
Gateshead -5 1 - -
Data Modelling
North East

For the 6 months to 17 July 2019, 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 10 (62.50%) SQL
1 10 (62.50%) Data Warehouse
2 8 (50.00%) Agile Software Development
3 7 (43.75%) PL/SQL
3 7 (43.75%) Analytics
3 7 (43.75%) Mentoring
4 6 (37.50%) Data Lake
5 5 (31.25%) Oracle
5 5 (31.25%) ETL
5 5 (31.25%) Oracle Database
6 4 (25.00%) Relational Database
6 4 (25.00%) Continuous Improvement
6 4 (25.00%) Coaching
6 4 (25.00%) Talend
6 4 (25.00%) Kimball Methodology
6 4 (25.00%) Apache Spark
6 4 (25.00%) SDLC
6 4 (25.00%) Data Engineering
6 4 (25.00%) Digital Transformation Programme
6 4 (25.00%) Scenario Testing
6 4 (25.00%) Informatica
6 4 (25.00%) Shell Script
6 4 (25.00%) ERwin
6 4 (25.00%) SQL Server
6 4 (25.00%) Workflow
6 4 (25.00%) Hadoop
7 3 (18.75%) Data Migration
7 3 (18.75%) OAuth
7 3 (18.75%) Spring
7 3 (18.75%) Requirements Analysis

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 4 (25.00%) Apache Spark
Cloud Services
1 2 (12.50%) Azure Data Factory
1 2 (12.50%) Microsoft Azure
1 2 (12.50%) Power Platform
Database & Business Intelligence
1 10 (62.50%) Data Warehouse
2 6 (37.50%) Data Lake
3 5 (31.25%) Oracle Database
4 4 (25.00%) Hadoop
4 4 (25.00%) Relational Database
4 4 (25.00%) SQL Server
5 3 (18.75%) PostgreSQL
6 2 (12.50%) Azure SQL Database
6 2 (12.50%) Big Data
6 2 (12.50%) Cosmos DB
6 2 (12.50%) NoSQL
6 2 (12.50%) Power BI
7 1 (6.25%) QlikView
7 1 (6.25%) SQL Server Integration Services
7 1 (6.25%) SQL Server Reporting Services
Development Applications
1 4 (25.00%) ERwin
2 2 (12.50%) SQL Server Management Studio (SSMS)
Job Titles
1 6 (37.50%) Developer
2 5 (31.25%) Architect
3 4 (25.00%) ETL Developer
3 4 (25.00%) Informatica Developer
3 4 (25.00%) Informatica ETL Developer
4 3 (18.75%) Analyst
4 3 (18.75%) Data Analyst
4 3 (18.75%) Java Architect
4 3 (18.75%) Java Solutions Architect
4 3 (18.75%) Solutions Architect
5 2 (12.50%) Data Architect
5 2 (12.50%) Data Engineer
5 2 (12.50%) Informatica Engineer
6 1 (6.25%) Senior .NET Developer
6 1 (6.25%) Senior DBA
6 1 (6.25%) Senior SQL DBA
6 1 (6.25%) Senior SQL Server DBA
6 1 (6.25%) SQL BI Developer
6 1 (6.25%) SSIS Developer
6 1 (6.25%) SSRS Developer
Libraries, Frameworks & Software Standards
1 3 (18.75%) OAuth
1 3 (18.75%) Spring
1 3 (18.75%) Spring Boot
2 1 (6.25%) .NET
2 1 (6.25%) Middleware
2 1 (6.25%) RESTful
2 1 (6.25%) SOAP
2 1 (6.25%) Web Services
Miscellaneous
1 2 (12.50%) Analytical Skills
1 2 (12.50%) Podcast
2 1 (6.25%) Data Centre
2 1 (6.25%) Robotics
Processes & Methodologies
1 8 (50.00%) Agile Software Development
2 7 (43.75%) Analytics
2 7 (43.75%) Mentoring
3 5 (31.25%) ETL
4 4 (25.00%) Coaching
4 4 (25.00%) Continuous Improvement
4 4 (25.00%) Data Engineering
4 4 (25.00%) Digital Transformation Programme
4 4 (25.00%) Kimball Methodology
4 4 (25.00%) Scenario Testing
4 4 (25.00%) SDLC
4 4 (25.00%) Workflow
5 3 (18.75%) API Integration
5 3 (18.75%) Business Intelligence
5 3 (18.75%) Collaborative Working
5 3 (18.75%) Data Migration
5 3 (18.75%) Microservices
5 3 (18.75%) Migration
5 3 (18.75%) Requirements Analysis
5 3 (18.75%) UML
Programming Languages
1 10 (62.50%) SQL
2 7 (43.75%) PL/SQL
3 4 (25.00%) Shell Script
4 3 (18.75%) Java
4 3 (18.75%) T-SQL
5 1 (6.25%) Python
Qualifications
1 3 (18.75%) DBS Check
Quality Assurance & Compliance
1 1 (6.25%) SLA
Systems Management
1 1 (6.25%) Single Sign-On
Vendors
1 5 (31.25%) Oracle
2 4 (25.00%) Informatica
2 4 (25.00%) Talend
3 3 (18.75%) Microsoft
4 2 (12.50%) Databricks
5 1 (6.25%) Birst
5 1 (6.25%) Pega
5 1 (6.25%) Tableau