Period
to 18 November 2017

The median annual salary for a Data Modeller was £52,500 in advertised job vacancies during the 6 months to 18 November 2017.

The first table below provides salary benchmarking and summary statistics including a comparison to same period in the previous 2 years.

Data Modeller
UK
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 1094 1113 1212
Rank change year-on-year +19 +99 -15
Permanent jobs requiring a Data Modeller 83 109 102
As % of all permanent IT jobs advertised in the UK 0.046% 0.057% 0.047%
As % of the Job Titles category 0.048% 0.059% 0.048%
Number of salaries quoted 61 87 77
UK median annual salary £52,500 £65,000 £57,400
Median salary % change year-on-year -19.23% +13.24% +14.80%
10th Percentile £36,750 £41,150 £42,000
90th Percentile £67,500 £105,000 £76,600
UK excluding London median annual salary £50,000 £47,500 £57,450
% change year-on-year +5.26% -17.32% +14.90%

The following table is for comparison with the above and includes summary statistics for all permanent IT job vacancies. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of permanent jobs in our overall sample.

All Permanent IT Job Vacancies
UK
Permanent vacancies in the UK with a recognized job title 171362 183209 211285
% of permanent IT jobs with a recognized job title 95.77% 96.48% 96.46%
Number of salaries quoted 137432 153366 175465
UK median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% -
10th Percentile £27,500 £27,000 £26,250
90th Percentile £78,750 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,500
% change year-on-year - +4.94% +1.25%

Data Modeller
Job Vacancy Trend

Job postings that featured Data Modeller in the job title as a percentage of all IT jobs advertised.

Job vacancy trend for Data Modeller in the UK

Data Modeller
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modeller.

Salary trend for Data Modeller in the UK

Data Modeller
Salary Histogram

The salary distribution of IT jobs citing Data Modeller over the 6 months to 18 November 2017.

Salary histogram for Data Modeller in the UK

Data Modeller
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modeller within the UK over the 6 months to 18 November 2017. 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
England +18 78 £53,750 -10.42% 5
UK excluding London +54 44 £50,000 +5.26% 2
London -22 34 £53,750 -23.21% 3
North of England +9 16 £47,500 +35.71%
South East +47 13 £57,500 +4.55%
Midlands +29 10 £40,000 -3.61%
West Midlands +18 9 £40,000 -3.61%
North West -22 9 £52,500 +90.91%
Yorkshire +38 7 £38,500 -4.94%
Scotland -26 3 £42,500 -43.33%
South West -12 2 - - 1
East Midlands - 1 - -

Data Modeller Skill Set
Top 30 Co-occurring IT Skills

For the 6 months to 18 November 2017, Data Modeller job roles required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads featuring Data Modeller in the job title.

1 74 (89.16%) Data Modelling
2 39 (46.99%) SQL
3 34 (40.96%) Data Governance
4 29 (34.94%) Business Intelligence
5 24 (28.92%) Analytics
6 21 (25.30%) Finance
7 20 (24.10%) ETL
7 20 (24.10%) Degree
8 19 (22.89%) Business Analysis
8 19 (22.89%) Microsoft
9 18 (21.69%) Data Warehouse
9 18 (21.69%) SAS
10 17 (20.48%) Data Quality
11 16 (19.28%) Data Analysis
12 15 (18.07%) Enterprise Architecture
12 15 (18.07%) Data Architecture
12 15 (18.07%) Information Security
12 15 (18.07%) Microsoft Excel
12 15 (18.07%) Tableau
13 13 (15.66%) Analytical Skills
13 13 (15.66%) IBM
14 12 (14.46%) Visualisation
14 12 (14.46%) Agile Software Development
14 12 (14.46%) Data Structures
15 11 (13.25%) R
15 11 (13.25%) ERwin
15 11 (13.25%) UML
16 10 (12.05%) Python
16 10 (12.05%) SPSS
16 10 (12.05%) Data Management

Data Modeller Skill Set
Co-occurring IT Skills 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 18 (21.69%) SAS
Applications
1 15 (18.07%) Microsoft Excel
2 10 (12.05%) SPSS
3 3 (3.61%) Microsoft PowerPoint
3 3 (3.61%) MS Visio
4 1 (1.20%) Microsoft Office
4 1 (1.20%) SPSS Modeler
Cloud Services
1 3 (3.61%) Amazon AWS
2 1 (1.20%) Microsoft Azure
Database & Business Intelligence
1 18 (21.69%) Data Warehouse
2 10 (12.05%) SQL Server Reporting Services
3 9 (10.84%) IBM InfoSphere
3 9 (10.84%) QlikView
4 8 (9.64%) NoSQL
5 7 (8.43%) Relational Database
5 7 (8.43%) SQL Server Integration Services
6 6 (7.23%) BusinessObjects
6 6 (7.23%) DB2
6 6 (7.23%) SQL Server
6 6 (7.23%) SQL Server Analysis Services
7 4 (4.82%) Power BI
7 4 (4.82%) PowerPivot
8 3 (3.61%) Big Data
9 2 (2.41%) Hadoop
9 2 (2.41%) Microsoft Analysis Services
9 2 (2.41%) MySQL
9 2 (2.41%) OLAP
9 2 (2.41%) Oracle OLAP
10 1 (1.20%) Oracle Database 11g
Development Applications
1 11 (13.25%) ERwin
2 2 (2.41%) SQL Server Management Studio (SSMS)
2 2 (2.41%) Team Foundation Server
3 1 (1.20%) PowerDesigner
3 1 (1.20%) Toad
General
1 21 (25.30%) Finance
2 9 (10.84%) Banking
3 8 (9.64%) Retail
4 2 (2.41%) Games
5 1 (1.20%) Legal
5 1 (1.20%) Manufacturing
5 1 (1.20%) Marketing
Libraries, Frameworks & Software Standards
1 2 (2.41%) Web Services
1 2 (2.41%) XML
1 2 (2.41%) XML Messaging
2 1 (1.20%) Natural Language Processing
Miscellaneous
1 13 (15.66%) Analytical Skills
2 12 (14.46%) Data Structures
3 5 (6.02%) Computer Science
4 4 (4.82%) Credit Risk
4 4 (4.82%) Management Information System
4 4 (4.82%) Market Risk
5 3 (3.61%) FMCG
5 3 (3.61%) NHS
6 1 (1.20%) Derivative
6 1 (1.20%) PMI
6 1 (1.20%) Reference Data
Operating Systems
1 1 (1.20%) Linux
Processes & Methodologies
1 74 (89.16%) Data Modelling
2 34 (40.96%) Data Governance
3 29 (34.94%) Business Intelligence
4 24 (28.92%) Analytics
5 20 (24.10%) ETL
6 19 (22.89%) Business Analysis
7 16 (19.28%) Data Analysis
8 15 (18.07%) Data Architecture
8 15 (18.07%) Enterprise Architecture
8 15 (18.07%) Information Security
9 12 (14.46%) Agile Software Development
9 12 (14.46%) Visualisation
10 11 (13.25%) UML
11 10 (12.05%) Data Management
11 10 (12.05%) Logical Data Model
11 10 (12.05%) TOGAF
12 9 (10.84%) Data Analytics
12 9 (10.84%) Data Migration
12 9 (10.84%) Data Protection
12 9 (10.84%) Migration
Programming Languages
1 39 (46.99%) SQL
2 11 (13.25%) R
3 10 (12.05%) Python
4 4 (4.82%) C++
4 4 (4.82%) VBA
5 3 (3.61%) C
6 1 (1.20%) MATLAB
6 1 (1.20%) PL/SQL
6 1 (1.20%) SAS Macro
Qualifications
1 20 (24.10%) Degree
2 7 (8.43%) PhD
3 6 (7.23%) ISEB
4 4 (4.82%) MBA
5 2 (2.41%) Computer Science Degree
5 2 (2.41%) MCSA
5 2 (2.41%) Microsoft Certification
5 2 (2.41%) Numerate Degree
6 1 (1.20%) CFA
6 1 (1.20%) CIMA
6 1 (1.20%) ITIL Foundation Certificate
6 1 (1.20%) PMI Certification
Quality Assurance & Compliance
1 17 (20.48%) Data Quality
2 7 (8.43%) QA
3 3 (3.61%) GDPR
4 1 (1.20%) COBIT
Vendors
1 19 (22.89%) Microsoft
2 15 (18.07%) Tableau
3 13 (15.66%) IBM
4 9 (10.84%) Oracle
5 4 (4.82%) Informatica
5 4 (4.82%) Teradata
6 3 (3.61%) Ab Initio
6 3 (3.61%) JDA
7 2 (2.41%) Cognos
8 1 (1.20%) Capita
8 1 (1.20%) Google
8 1 (1.20%) IFS
8 1 (1.20%) Twitter