Period
to 16 January 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 16 January 2019 with a comparison to the same period in the previous 2 years.

Data Modelling
North East > Tyne and Wear
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 90 94 77
Rank change year-on-year +4 -17 +9
Permanent jobs citing Data Modelling 13 6 16
As % of all permanent IT jobs advertised in Tyne and Wear 1.18% 0.54% 1.55%
As % of the Processes & Methodologies category 1.25% 0.59% 1.82%
Number of salaries quoted 13 6 20
Tyne and Wear median annual salary £51,500 £46,250 £41,690
Median salary % change year-on-year +11.35% +10.94% -22.44%
10th Percentile £37,950 £35,384 £28,925
90th Percentile £86,996 £59,879 £54,375
North East median annual salary £47,500 £46,250 £41,690
% change year-on-year +2.70% +10.94% -22.44%

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 1,043 1,013 881
As % of all permanent IT jobs advertised in Tyne and Wear 94.99% 91.18% 85.45%
Number of salaries quoted 861 893 728
Tyne and Wear median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £22,500 £23,500 £21,600
90th Percentile £66,555 £64,813 £55,375
North East median annual salary £42,291 £40,000 £37,500
% change year-on-year +5.73% +6.67% -

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 16 January 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 16 January 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 +1 12 £52,350 +13.19% 1
Sunderland - 1 £40,000 -
Data Modelling
North East

For the 6 months to 16 January 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 (76.92%) ETL
1 10 (76.92%) Business Intelligence
2 6 (46.15%) Finance
2 6 (46.15%) SQL
3 5 (38.46%) SQL Server
3 5 (38.46%) Agile Software Development
3 5 (38.46%) Visualisation
3 5 (38.46%) Analytics
3 5 (38.46%) Coaching
4 4 (30.77%) SQL Server Integration Services
5 3 (23.08%) Business Analysis
5 3 (23.08%) Data Extraction
5 3 (23.08%) Apache Hive
5 3 (23.08%) Data Visualisation
5 3 (23.08%) Oracle
5 3 (23.08%) Analytical Skills
5 3 (23.08%) Power BI
5 3 (23.08%) Mentoring
6 2 (15.38%) Amazon Redshift
6 2 (15.38%) Oozie
6 2 (15.38%) Data Analytics
6 2 (15.38%) GitHub
6 2 (15.38%) SQL Server 2012
6 2 (15.38%) Process Improvement
6 2 (15.38%) Demand Management
6 2 (15.38%) Big Data
6 2 (15.38%) Customer Insight
6 2 (15.38%) Hortonworks
6 2 (15.38%) SQL Server 2014
6 2 (15.38%) Service Design

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 (15.38%) Apache Spark
Applications
1 2 (15.38%) Microsoft Excel
Business Applications
1 1 (7.69%) Infor CloudSuite
1 1 (7.69%) Infor M3
1 1 (7.69%) SAP ERP
Cloud Services
1 2 (15.38%) Amazon AWS
1 2 (15.38%) GitHub
2 1 (7.69%) Microsoft Azure
Communications & Networking
1 1 (7.69%) SMS
Database & Business Intelligence
1 5 (38.46%) SQL Server
2 4 (30.77%) SQL Server Integration Services
3 3 (23.08%) Apache Hive
3 3 (23.08%) Power BI
4 2 (15.38%) Amazon Redshift
4 2 (15.38%) Big Data
4 2 (15.38%) Data Warehouse
4 2 (15.38%) OLAP
4 2 (15.38%) OLAP Cube
4 2 (15.38%) Spark SQL
4 2 (15.38%) SQL Server 2012
4 2 (15.38%) SQL Server 2014
4 2 (15.38%) SQL Server Analysis Services
4 2 (15.38%) SQL Server Reporting Services
5 1 (7.69%) BusinessObjects
5 1 (7.69%) PostgreSQL
5 1 (7.69%) RDBMS
5 1 (7.69%) SAP BW
5 1 (7.69%) Snowflake Schema
5 1 (7.69%) Star Schema
General
1 6 (46.15%) Finance
2 2 (15.38%) Retail
3 1 (7.69%) Advertising
3 1 (7.69%) Back Office
3 1 (7.69%) Games
Job Titles
1 3 (23.08%) Data Engineer
1 3 (23.08%) Developer
2 2 (15.38%) Analyst
2 2 (15.38%) Business Analyst
2 2 (15.38%) Business Developer
2 2 (15.38%) Business Intelligence Developer
2 2 (15.38%) Business Intelligence Lead
2 2 (15.38%) Head of Digital
2 2 (15.38%) Senior Data Engineer
2 2 (15.38%) SQL BI Developer
2 2 (15.38%) SQL Developer
3 1 (7.69%) Auditor
3 1 (7.69%) SAP BW Developer
3 1 (7.69%) SAP Developer
Libraries, Frameworks & Software Standards
1 2 (15.38%) Spark Streaming
Miscellaneous
1 3 (23.08%) Analytical Skills
2 1 (7.69%) Online Games
Operating Systems
1 2 (15.38%) Unix
Processes & Methodologies
1 10 (76.92%) Business Intelligence
1 10 (76.92%) ETL
2 5 (38.46%) Agile Software Development
2 5 (38.46%) Analytics
2 5 (38.46%) Coaching
2 5 (38.46%) Visualisation
3 3 (23.08%) Business Analysis
3 3 (23.08%) Data Extraction
3 3 (23.08%) Data Visualisation
3 3 (23.08%) Mentoring
4 2 (15.38%) BDD
4 2 (15.38%) Business Process Improvement
4 2 (15.38%) Data Architecture
4 2 (15.38%) Demand Management
4 2 (15.38%) DSDM
4 2 (15.38%) Migration
4 2 (15.38%) Process Improvement
4 2 (15.38%) Requirements Engineering
4 2 (15.38%) Scrum
4 2 (15.38%) Waterfall
Programming Languages
1 6 (46.15%) SQL
2 2 (15.38%) Scala
2 2 (15.38%) T-SQL
3 1 (7.69%) ABAP
3 1 (7.69%) Python
Qualifications
1 1 (7.69%) ACCA
1 1 (7.69%) CCAB
1 1 (7.69%) CISA
Quality Assurance & Compliance
1 2 (15.38%) QA
1 2 (15.38%) SLA
2 1 (7.69%) Data Quality
Systems Management
1 2 (15.38%) Oozie
Vendors
1 3 (23.08%) Oracle
2 2 (15.38%) Hortonworks
3 1 (7.69%) Cloudera
3 1 (7.69%) Infor
3 1 (7.69%) Microsoft
3 1 (7.69%) SAP
3 1 (7.69%) Tableau