The statistics below represent IT jobs advertised across the UK that had Data Modeller featuring in the job title. Included is a guide to the salaries offered over the 3 months to 3 December 2016 with a comparison to same period over 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Modeller
Rank 809 919 921
Rank change year-on-year
+110 +2
Permanent jobs requiring a Data Modeller 56 50 65
As % of all permanent IT jobs located in the UK 0.063% 0.047% 0.057%
As % of the Job Titles category 0.065% 0.048% 0.059%
Number of salaries quoted 42 28 57
Median salary £75,000 £57,400 £52,500
Median salary % change year-on-year
+30.66% +9.33%
90% offered a salary of more than £40,500 £42,250 £42,524
10% offered a salary of more than £97,250 £90,000 £80,000
UK excluding London median salary £75,000 £55,000 £45,000
% change year-on-year
+36.36% +22.22%

The following table is for comparison with the above and provides statistics for the entire Job Titles category in permanent jobs advertised across the UK. Most job vacancies include a discernible job title. As such the figures in the first row provide an indication of the total number of permanent jobs in the overall sample.

Job Titles Category
UK
Permanent IT job ads with a match in the
Job Titles category
86161 103624 111063
As % of all permanent IT jobs located in the UK 96.43% 96.54% 96.63%
Number of salaries quoted 71560 86373 91858
Median salary £46,500 £45,000 £45,000
Median salary % change year-on-year
+3.33% -
90% offered a salary of more than £27,500 £27,000 £26,000
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

Data Modeller
Jobs Demand Trend

The demand trend of job ads that featured Data Modeller in the job title.

Data Modeller Jobs Demand Trend 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 within the UK.

Data Modeller Salary Trend in the UK

Data Modeller
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Modeller over the 3 months to 3 December 2016 within the UK.

Data Modeller Salary Histogram in the UK

Data Modeller
Top 18 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 3 months to 3 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +80 44 £70,000 +21.95% 2
London +80 28 £80,000 +11.11%
Scotland +33 12 £75,000 -16.66%
North West -10 10 £27,500 -56.00%
Manchester - 10 £27,500 -
Edinburgh - 8 £75,000 -
City of London - 6 £80,000 -
Glasgow +14 4 - -
South West +13 2 £40,000 -
West Yorkshire +11 2 £40,500 -4.70% 1
Yorkshire +4 2 £40,500 -4.70% 1
West Midlands -21 2 £40,500 -26.36%
Coventry - 2 £40,500 -
Bradford - 2 £40,500 -
Wiltshire +19 1 £40,000 -
Gloucestershire - 1 £40,000 -
Salisbury - 1 £40,000 -
Gloucester - 1 £40,000 -

Data Modeller Skill Set
Top 30 Related IT Skills

For the 6 months to 3 December 2016, 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 93 (93.00%) Data Modelling
2 57 (57.00%) Finance
3 53 (53.00%) Data Warehouse
4 36 (36.00%) ETL
5 34 (34.00%) Oracle
6 30 (30.00%) Logical Data Model
7 26 (26.00%) Banking
8 21 (21.00%) UML
8 21 (21.00%) Relational Database
9 18 (18.00%) Informatica
9 18 (18.00%) ERwin
10 17 (17.00%) SQL
10 17 (17.00%) Retail
10 17 (17.00%) Degree
10 17 (17.00%) Analytical Skills
11 16 (16.00%) Credit Risk
12 14 (14.00%) Market Risk
12 14 (14.00%) Data Mart
12 14 (14.00%) Business Intelligence
12 14 (14.00%) ETL Development
13 13 (13.00%) Performance Tuning
13 13 (13.00%) Teradata
13 13 (13.00%) DB2
13 13 (13.00%) Investment Banking
13 13 (13.00%) Pega
14 12 (12.00%) ERD
14 12 (12.00%) Star Schema
14 12 (12.00%) Infrastructure Management
15 11 (11.00%) SOA
15 11 (11.00%) Taxonomies

Data Modeller Skill Set
Top Related 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 9 (9.00%) SAS
2 4 (4.00%) GemFire
3 3 (3.00%) Oracle SOA Suite
4 1 (1.00%) Apache Spark
Applications
1 2 (2.00%) MS Visio
2 1 (1.00%) MS Excel
2 1 (1.00%) SPSS
Business Applications
1 2 (2.00%) Dynamics CRM
1 2 (2.00%) SAP ERP
Database & Business Intelligence
1 53 (53.00%) Data Warehouse
2 21 (21.00%) Relational Database
3 14 (14.00%) Data Mart
4 13 (13.00%) DB2
5 12 (12.00%) Star Schema
6 6 (6.00%) NoSQL
6 6 (6.00%) Oracle Database
7 5 (5.00%) BusinessObjects
7 5 (5.00%) Hadoop
8 4 (4.00%) Apache Cassandra
8 4 (4.00%) SQL Server Analysis Services
8 4 (4.00%) SQL Server Integration Services
9 3 (3.00%) Big Data
9 3 (3.00%) Enterprise Data Warehouse
9 3 (3.00%) SAP BW
10 2 (2.00%) Data Mining
10 2 (2.00%) SAS Enterprise Guide
11 1 (1.00%) OLTP
11 1 (1.00%) RDBMS
11 1 (1.00%) SQL Server Reporting Services
Development Applications
1 18 (18.00%) ERwin
2 3 (3.00%) PowerDesigner
2 3 (3.00%) Subversion
3 1 (1.00%) MagicDraw
General
1 57 (57.00%) Finance
2 26 (26.00%) Banking
3 17 (17.00%) Retail
4 13 (13.00%) Investment Banking
5 3 (3.00%) Retail Banking
6 2 (2.00%) Front Office
6 2 (2.00%) Marketing
6 2 (2.00%) Publishing
7 1 (1.00%) Back Office
7 1 (1.00%) Financial Institution
7 1 (1.00%) Legal
Libraries, Frameworks & Software Standards
1 8 (8.00%) Middleware
1 8 (8.00%) REST
1 8 (8.00%) SOAP
2 4 (4.00%) Drools
2 4 (4.00%) Ehcache
3 1 (1.00%) XML
Miscellaneous
1 17 (17.00%) Analytical Skills
2 16 (16.00%) Credit Risk
3 14 (14.00%) Market Risk
4 11 (11.00%) Mathematics
4 11 (11.00%) Taxonomies
5 8 (8.00%) Statistics
6 7 (7.00%) Applied Mathematics
6 7 (7.00%) Computer Science
6 7 (7.00%) Cyberthreat
6 7 (7.00%) Data Structures
7 5 (5.00%) Management Information System
8 4 (4.00%) N-Tier
8 4 (4.00%) Reference Data
9 3 (3.00%) Data Integration
10 2 (2.00%) Visualisation
11 1 (1.00%) Algorithms
11 1 (1.00%) Fixed Income
Operating Systems
1 4 (4.00%) Unix
1 4 (4.00%) Windows
Processes & Methodologies
1 93 (93.00%) Data Modelling
2 36 (36.00%) ETL
3 30 (30.00%) Logical Data Model
4 21 (21.00%) UML
5 14 (14.00%) Business Intelligence
5 14 (14.00%) ETL Development
6 13 (13.00%) Performance Tuning
7 12 (12.00%) ERD
7 12 (12.00%) Infrastructure Management
8 11 (11.00%) Data Architecture
8 11 (11.00%) SOA
9 10 (10.00%) Information Architecture
10 9 (9.00%) Enterprise Architecture
11 8 (8.00%) Data Analysis
11 8 (8.00%) Event-Driven Architecture
11 8 (8.00%) Physical Data Model
11 8 (8.00%) Risk Management
11 8 (8.00%) Service Design
12 7 (7.00%) Analytics
12 7 (7.00%) Data Governance
Programming Languages
1 17 (17.00%) SQL
2 8 (8.00%) Python
2 8 (8.00%) R
3 2 (2.00%) VBA
Qualifications
1 17 (17.00%) Degree
2 7 (7.00%) PhD
3 1 (1.00%) MBA
3 1 (1.00%) Security Cleared
Quality Assurance & Compliance
1 6 (6.00%) Data Quality
2 1 (1.00%) ISO20022
2 1 (1.00%) QA
Vendors
1 34 (34.00%) Oracle
2 18 (18.00%) Informatica
3 13 (13.00%) Pega
3 13 (13.00%) Teradata
4 4 (4.00%) Microsoft
4 4 (4.00%) Sybase
4 4 (4.00%) Terracotta
5 3 (3.00%) SAP
6 2 (2.00%) Embarcadero
6 2 (2.00%) Netezza
7 1 (1.00%) Cognos
7 1 (1.00%) IBM
7 1 (1.00%) Sony