Period
to 15 November 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
North East > Tyne and Wear
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 88 90 92
Rank change year-on-year +2 +2 -1
Permanent jobs citing Data Modelling 15 3 14
As % of all permanent IT jobs advertised in Tyne and Wear 1.31% 0.33% 1.20%
As % of the Processes & Methodologies category 1.39% 0.36% 1.42%
Number of salaries quoted 15 3 15
Tyne and Wear median annual salary £47,638 £42,500 £37,500
Median salary % change year-on-year +12.09% +13.33% -13.79%
10th Percentile £35,950 £32,865 £34,500
90th Percentile £83,997 £64,556 £57,500
North East median annual salary £44,500 £31,538 £37,500
% change year-on-year +41.10% -15.90% -13.79%

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 1,077 824 989
As % of all permanent IT jobs advertised in Tyne and Wear 94.23% 90.15% 84.97%
Number of salaries quoted 900 729 827
Tyne and Wear median annual salary £41,320 £40,000 £40,000
Median salary % change year-on-year +3.30% - +6.67%
10th Percentile £22,000 £23,500 £25,000
90th Percentile £65,000 £61,700 £60,000
North East median annual salary £40,000 £40,000 £40,000

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 15 November 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 15 November 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 -5 14 £56,673 +33.35% 2
Sunderland - 1 £40,000 -
Data Modelling
North East

For the 6 months to 15 November 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 (86.67%) ETL
1 13 (86.67%) Business Intelligence
2 8 (53.33%) SQL Server
3 7 (46.67%) SQL
4 6 (40.00%) SQL Server Integration Services
4 6 (40.00%) Analytics
5 5 (33.33%) Coaching
5 5 (33.33%) Agile Software Development
5 5 (33.33%) Data Architecture
5 5 (33.33%) Finance
6 4 (26.67%) Migration
6 4 (26.67%) Data Warehouse
6 4 (26.67%) SLA
6 4 (26.67%) Data Extraction
6 4 (26.67%) SQL Server Reporting Services
6 4 (26.67%) Visualisation
6 4 (26.67%) Data Visualisation
6 4 (26.67%) Demand Management
6 4 (26.67%) Power BI
7 3 (20.00%) SQL Server 2014
7 3 (20.00%) OLAP Cube
7 3 (20.00%) Analytical Skills
7 3 (20.00%) Mentoring
7 3 (20.00%) SQL Server 2012
7 3 (20.00%) Decision-Making
7 3 (20.00%) Apache Hive
7 3 (20.00%) Business Analysis
7 3 (20.00%) SQL Server Analysis Services
7 3 (20.00%) T-SQL
7 3 (20.00%) Oracle

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 2 (13.33%) Apache Spark
Applications
1 3 (20.00%) Microsoft Excel
Business Applications
1 1 (6.67%) Infor CloudSuite
1 1 (6.67%) Infor M3
Cloud Services
1 2 (13.33%) Amazon AWS
1 2 (13.33%) GitHub
2 1 (6.67%) Microsoft Azure
Communications & Networking
1 1 (6.67%) SMS
Database & Business Intelligence
1 8 (53.33%) SQL Server
2 6 (40.00%) SQL Server Integration Services
3 4 (26.67%) Data Warehouse
3 4 (26.67%) Power BI
3 4 (26.67%) SQL Server Reporting Services
4 3 (20.00%) Apache Hive
4 3 (20.00%) OLAP
4 3 (20.00%) OLAP Cube
4 3 (20.00%) SQL Server 2012
4 3 (20.00%) SQL Server 2014
4 3 (20.00%) SQL Server Analysis Services
5 2 (13.33%) Amazon Redshift
5 2 (13.33%) Big Data
5 2 (13.33%) RDBMS
5 2 (13.33%) Relational Database
5 2 (13.33%) Spark SQL
6 1 (6.67%) HBase
6 1 (6.67%) MongoDB
6 1 (6.67%) Snowflake Schema
6 1 (6.67%) Star Schema
General
1 5 (33.33%) Finance
2 2 (13.33%) Retail
3 1 (6.67%) Advertising
3 1 (6.67%) Back Office
3 1 (6.67%) Games
Job Titles
1 4 (26.67%) Business Intelligence Lead
1 4 (26.67%) Developer
2 3 (20.00%) Business Developer
2 3 (20.00%) Business Intelligence Developer
2 3 (20.00%) Data Engineer
2 3 (20.00%) SQL BI Developer
2 3 (20.00%) SQL Developer
3 2 (13.33%) Analyst
3 2 (13.33%) Business Analyst
3 2 (13.33%) Head of Digital
3 2 (13.33%) Senior Data Engineer
4 1 (6.67%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 2 (13.33%) Spark Streaming
Miscellaneous
1 3 (20.00%) Analytical Skills
2 1 (6.67%) Management Information System
2 1 (6.67%) Online Games
Operating Systems
1 2 (13.33%) Unix
Processes & Methodologies
1 13 (86.67%) Business Intelligence
1 13 (86.67%) ETL
2 6 (40.00%) Analytics
3 5 (33.33%) Agile Software Development
3 5 (33.33%) Coaching
3 5 (33.33%) Data Architecture
4 4 (26.67%) Data Extraction
4 4 (26.67%) Data Visualisation
4 4 (26.67%) Demand Management
4 4 (26.67%) Migration
4 4 (26.67%) Visualisation
5 3 (20.00%) Business Analysis
5 3 (20.00%) Decision-Making
5 3 (20.00%) Mentoring
6 2 (13.33%) Acceptance Criteria
6 2 (13.33%) Digital Transformation Programme
6 2 (13.33%) DSDM
6 2 (13.33%) Scrum
6 2 (13.33%) Service Design
6 2 (13.33%) Software Delivery
Programming Languages
1 7 (46.67%) SQL
2 3 (20.00%) T-SQL
3 2 (13.33%) Scala
4 1 (6.67%) Python
Qualifications
1 1 (6.67%) Degree
Quality Assurance & Compliance
1 4 (26.67%) SLA
2 1 (6.67%) Data Quality
2 1 (6.67%) GDPR
2 1 (6.67%) QA
Systems Management
1 2 (13.33%) Oozie
Vendors
1 3 (20.00%) Oracle
2 2 (13.33%) Hortonworks
2 2 (13.33%) Tableau
3 1 (6.67%) Cloudera
3 1 (6.67%) Cognos
3 1 (6.67%) Infor
3 1 (6.67%) Microsoft