The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Leeds region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 110 118 149
Rank change year-on-year
+8 +31
Permanent jobs citing Data Modelling 55 70 47
As % of all permanent IT jobs located in Leeds 2.01% 2.01% 1.28%
As % of the Processes & Methodologies category 2.22% 2.20% 1.44%
Number of salaries quoted 49 60 47
Median salary £45,000 £50,000 £45,000
Median salary % change year-on-year
-10.00% +11.11%
90% offered a salary of more than £26,000 £35,000 £32,500
10% offered a salary of more than £60,000 £65,000 £50,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
West Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Leeds region.

Processes & Methodologies Category
Leeds
Permanent IT job ads with a match in the
Processes & Methodologies category
2476 3185 3253
As % of all permanent IT jobs located in Leeds 90.46% 91.34% 88.40%
Number of salaries quoted 2089 2490 2551
Median salary £45,000 £45,000 £40,500
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £30,000 £31,000 £30,000
10% offered a salary of more than £65,000 £57,500 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Leeds

The demand trend of job ads across the Leeds region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Leeds

Data Modelling
Salary Trend in Leeds

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the Leeds region.

Data Modelling Salary Trend in Leeds

Data Modelling
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing Data Modelling across the Leeds region over the 3 months to 30 July 2016.

Data Modelling Salary Histogram in Leeds

Data Modelling
Top 30 Related IT Skills in Leeds

For the 6 months to 30 July 2016, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Leeds region with a requirement for Data Modelling.

1 66 (50.77%) Business Intelligence
2 49 (37.69%) Data Warehouse
3 47 (36.15%) SQL Server
4 45 (34.62%) SQL
5 38 (29.23%) SQL Server Integration Services
6 37 (28.46%) Agile Software Development
7 36 (27.69%) Microsoft
8 35 (26.92%) Oracle
9 33 (25.38%) ETL
9 33 (25.38%) SQL Server Reporting Services
10 32 (24.62%) Stakeholder Management
11 29 (22.31%) SQL Server Analysis Services
12 27 (20.77%) Finance
13 26 (20.00%) QlikView
13 26 (20.00%) Analytics
13 26 (20.00%) Analytical Skills
13 26 (20.00%) SDLC
14 24 (18.46%) MS Office
14 24 (18.46%) MySQL
15 23 (17.69%) JIRA
16 22 (16.92%) Software Delivery
17 21 (16.15%) Big Data
18 20 (15.38%) Project Management
19 19 (14.62%) SAS
19 19 (14.62%) Visualisation
20 18 (13.85%) Business Analysis
20 18 (13.85%) UML
21 17 (13.08%) Data Mining
21 17 (13.08%) Degree
21 17 (13.08%) Requirements Analysis

Data Modelling
Top Related IT Skills in Leeds 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 19 (14.62%) SAS
2 17 (13.08%) Confluence
3 14 (10.77%) Apache Spark
4 4 (3.08%) Apache Pig
4 4 (3.08%) OpenEdge
5 3 (2.31%) SharePoint
Applications
1 24 (18.46%) MS Office
2 10 (7.69%) MS Visio
2 10 (7.69%) SPSS
3 2 (1.54%) MS Excel
3 2 (1.54%) Stata
Cloud Services
1 1 (0.77%) Amazon AWS
1 1 (0.77%) Microsoft Azure
Database & Business Intelligence
1 49 (37.69%) Data Warehouse
2 47 (36.15%) SQL Server
3 38 (29.23%) SQL Server Integration Services
4 33 (25.38%) SQL Server Reporting Services
5 29 (22.31%) SQL Server Analysis Services
6 26 (20.00%) QlikView
7 24 (18.46%) MySQL
8 21 (16.15%) Big Data
9 17 (13.08%) Data Mining
10 16 (12.31%) Hadoop
11 14 (10.77%) DB2
12 11 (8.46%) BusinessObjects
13 10 (7.69%) Power BI
13 10 (7.69%) Relational Database
13 10 (7.69%) SQL Server 2014
14 9 (6.92%) SQL Server 2012
15 6 (4.62%) Biml
15 6 (4.62%) Oracle OWB
15 6 (4.62%) RDBMS
16 4 (3.08%) Oracle Database
Development Applications
1 23 (17.69%) JIRA
2 17 (13.08%) Balsamiq Mockups
3 6 (4.62%) Git (software)
3 6 (4.62%) Team Foundation Server
4 4 (3.08%) ERwin
4 4 (3.08%) Talend Open Studio
4 4 (3.08%) WebSpeed
General
1 27 (20.77%) Finance
2 12 (9.23%) Retail
3 11 (8.46%) French Language
4 9 (6.92%) Automotive
5 6 (4.62%) Banking
6 5 (3.85%) Marketing
7 1 (0.77%) Advertising
7 1 (0.77%) Billing
7 1 (0.77%) Games
7 1 (0.77%) Telecoms
Job Titles
1 44 (33.85%) Analyst
2 36 (27.69%) Developer
3 30 (23.08%) Business Analyst
4 17 (13.08%) Technical Analyst
4 17 (13.08%) Technical Business Analyst
5 14 (10.77%) Architect
6 11 (8.46%) Data Modeller
6 11 (8.46%) Data Warehouse Developer
7 10 (7.69%) Senior Data Modeller
8 9 (6.92%) Software Developer
8 9 (6.92%) Solutions Architect
9 8 (6.15%) Consultant
9 8 (6.15%) Lead Developer
9 8 (6.15%) Lead Software Developer
10 7 (5.38%) Java Developer
10 7 (5.38%) Java Software Developer
10 7 (5.38%) Lead Java Developer
11 6 (4.62%) Domain Architect
11 6 (4.62%) Head of Architecture
11 6 (4.62%) SSRS Developer
Libraries, Frameworks & Software Standards
1 12 (9.23%) .NET
2 10 (7.69%) Node.js
3 7 (5.38%) XML
4 5 (3.85%) MDX
4 5 (3.85%) Web Services
5 4 (3.08%) HTML
5 4 (3.08%) Kafka
5 4 (3.08%) Velocity
6 3 (2.31%) ODBC
7 2 (1.54%) CakePHP
7 2 (1.54%) Java EE
7 2 (1.54%) SOAP
8 1 (0.77%) WCF
Miscellaneous
1 26 (20.00%) Analytical Skills
2 19 (14.62%) Visualisation
3 15 (11.54%) Statistics
4 10 (7.69%) Data Integration
5 9 (6.92%) Mathematics
5 9 (6.92%) Neural Network
6 7 (5.38%) Economics
6 7 (5.38%) Management Information System
7 6 (4.62%) Credit Risk
7 6 (4.62%) Enterprise Software
8 4 (3.08%) Client/Server
8 4 (3.08%) Data Structures
9 2 (1.54%) Taxonomies
10 1 (0.77%) NHS
10 1 (0.77%) Replication
Operating Systems
1 7 (5.38%) Windows
2 5 (3.85%) Linux
3 4 (3.08%) Unix
4 1 (0.77%) Red Hat Enterprise Linux
Processes & Methodologies
1 66 (50.77%) Business Intelligence
2 37 (28.46%) Agile Software Development
3 33 (25.38%) ETL
4 32 (24.62%) Stakeholder Management
5 26 (20.00%) Analytics
5 26 (20.00%) SDLC
6 22 (16.92%) Software Delivery
7 20 (15.38%) Project Management
8 18 (13.85%) Business Analysis
8 18 (13.85%) UML
9 17 (13.08%) BPMN
9 17 (13.08%) Presales
9 17 (13.08%) Requirements Analysis
9 17 (13.08%) User Acceptance Testing
10 16 (12.31%) Data Management
10 16 (12.31%) Kimball Methodology
11 14 (10.77%) Data Visualisation
12 11 (8.46%) Data Governance
12 11 (8.46%) Scrum
13 10 (7.69%) Information Security
Programming Languages
1 45 (34.62%) SQL
2 16 (12.31%) T-SQL
3 12 (9.23%) Java
4 10 (7.69%) Python
4 10 (7.69%) Scala
5 9 (6.92%) C#
6 4 (3.08%) JavaScript
6 4 (3.08%) OpenEdge ABL
6 4 (3.08%) Progress 4GL
6 4 (3.08%) R
7 2 (1.54%) Ruby
7 2 (1.54%) VBA
8 1 (0.77%) Go
8 1 (0.77%) PL/SQL
8 1 (0.77%) Shell Script
Qualifications
1 17 (13.08%) Degree
2 4 (3.08%) MCSA
2 4 (3.08%) MCSE
2 4 (3.08%) Microsoft Certification
3 2 (1.54%) ISEB
4 1 (0.77%) MBA
Quality Assurance & Compliance
1 15 (11.54%) Data Quality
2 5 (3.85%) QA
3 4 (3.08%) IAS 39
4 2 (1.54%) SLA
System Software
1 14 (10.77%) Apache Flume
2 4 (3.08%) HDFS
Systems Management
1 1 (0.77%) Oracle EDQ
Vendors
1 36 (27.69%) Microsoft
2 35 (26.92%) Oracle
3 15 (11.54%) Tableau
4 14 (10.77%) Cloudera
5 9 (6.92%) Informatica
6 4 (3.08%) Ab Initio
6 4 (3.08%) Hortonworks
6 4 (3.08%) Hyperion
6 4 (3.08%) MapR
6 4 (3.08%) MicroStrategy
6 4 (3.08%) Netezza
6 4 (3.08%) Progress
6 4 (3.08%) Sun
6 4 (3.08%) Talend
6 4 (3.08%) Teradata
7 2 (1.54%) SAP
8 1 (0.77%) DataFlux
8 1 (0.77%) Datanomic
8 1 (0.77%) IBM
8 1 (0.77%) Red Hat
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £70,000 per annum + Great Bonus + Benefits
Posted: 4 days ago
Leeds
Capita plc
Salary: £30000 - £34000 per annum + Benefits
Posted: 12 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary + Car + Benefits
Posted: 23 days ago