The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the West Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 123 145 146
Rank change year-on-year
+22 +1
Permanent jobs citing Data Modelling 86 63 81
As % of all permanent IT jobs located in West Yorkshire 2.03% 1.33% 1.61%
As % of the Processes & Methodologies category 2.25% 1.51% 1.83%
Number of salaries quoted 65 46 72
Median salary £47,500 £40,000 £45,000
Median salary % change year-on-year
+18.75% -11.11%
90% offered a salary of more than £38,750 £35,000 £32,500
10% offered a salary of more than £67,500 £50,000 £60,000
UK excluding London median salary £47,500 £46,500 £45,000
% change year-on-year
+2.15% +3.33%
Data Modelling
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 West Yorkshire region.

Processes & Methodologies Category
West Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
3820 4172 4423
As % of all permanent IT jobs located in West Yorkshire 90.09% 88.39% 87.65%
Number of salaries quoted 3111 3204 3572
Median salary £42,500 £41,000 £40,000
Median salary % change year-on-year
+3.65% +2.50%
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £60,000 £57,500 £60,000
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 West Yorkshire

The demand trend of job ads across the West Yorkshire 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 West Yorkshire

Data Modelling
Salary Trend in West Yorkshire

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

Data Modelling Salary Trend in West Yorkshire

Data Modelling
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the West Yorkshire region over the 3 months to 4 May 2016.

Data Modelling Salary Histogram in West Yorkshire

Data Modelling
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the West Yorkshire region over the 3 months to 4 May 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
Leeds +46 74 £50,000 +11.11% 11
Bradford -3 4 £46,250 +8.82% 1
Otley - 4 £40,000 -
Huddersfield - 1 £30,000 -
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 4 May 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 West Yorkshire region with a requirement for Data Modelling.

1 99 (56.57%) Business Intelligence
2 92 (52.57%) SQL
3 77 (44.00%) Data Warehouse
4 58 (33.14%) ETL
4 58 (33.14%) Agile Software Development
5 57 (32.57%) SQL Server
6 55 (31.43%) Microsoft
7 52 (29.71%) SQL Server Integration Services
8 47 (26.86%) SQL Server Reporting Services
9 45 (25.71%) Oracle
10 42 (24.00%) Finance
11 39 (22.29%) SQL Server Analysis Services
12 38 (21.71%) Stakeholder Management
13 35 (20.00%) Data Quality
13 35 (20.00%) SDLC
14 30 (17.14%) T-SQL
14 30 (17.14%) MS Office
14 30 (17.14%) Software Delivery
14 30 (17.14%) Analytical Skills
15 28 (16.00%) Project Management
15 28 (16.00%) Data Visualisation
15 28 (16.00%) Visualisation
16 27 (15.43%) Retail
17 25 (14.29%) Requirements Analysis
17 25 (14.29%) JIRA
17 25 (14.29%) QlikView
17 25 (14.29%) User Acceptance Testing
17 25 (14.29%) BPMN
17 25 (14.29%) Confluence
17 25 (14.29%) Balsamiq Mockups

Data Modelling
Top Related IT Skills in West Yorkshire 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 25 (14.29%) Confluence
2 12 (6.86%) SAS
3 5 (2.86%) ArcGIS
3 5 (2.86%) SharePoint
4 4 (2.29%) Apache Pig
4 4 (2.29%) Apache Spark
5 2 (1.14%) OpenEdge
Applications
1 30 (17.14%) MS Office
2 13 (7.43%) MS Excel
3 9 (5.14%) MS Visio
4 6 (3.43%) SPSS
5 1 (0.57%) MS PowerPoint
Business Applications
1 2 (1.14%) Remedy ITSM
Database & Business Intelligence
1 77 (44.00%) Data Warehouse
2 57 (32.57%) SQL Server
3 52 (29.71%) SQL Server Integration Services
4 47 (26.86%) SQL Server Reporting Services
5 39 (22.29%) SQL Server Analysis Services
6 25 (14.29%) QlikView
7 24 (13.71%) MySQL
8 19 (10.86%) BusinessObjects
9 13 (7.43%) DB2
10 12 (6.86%) Big Data
10 12 (6.86%) Data Mining
11 11 (6.29%) Pentaho
11 11 (6.29%) Relational Database
12 10 (5.71%) MariaDB
13 9 (5.14%) SQL Server 2012
14 8 (4.57%) Oracle ODI
15 7 (4.00%) Enterprise Data Warehouse
15 7 (4.00%) Hadoop
15 7 (4.00%) Oracle OWB
15 7 (4.00%) RDBMS
Development Applications
1 25 (14.29%) Balsamiq Mockups
1 25 (14.29%) JIRA
2 10 (5.71%) ERwin
3 5 (2.86%) SQL Server Management Studio (SSMS)
3 5 (2.86%) Visual Studio
4 4 (2.29%) Talend Open Studio
4 4 (2.29%) Team Foundation Server
5 2 (1.14%) WebSpeed
6 1 (0.57%) JUnit
General
1 42 (24.00%) Finance
2 27 (15.43%) Retail
3 9 (5.14%) Marketing
4 8 (4.57%) Banking
5 5 (2.86%) Electronics
6 1 (0.57%) Billing
6 1 (0.57%) Legal
6 1 (0.57%) Telecoms
Job Titles
1 54 (30.86%) Analyst
2 49 (28.00%) Developer
3 34 (19.43%) Business Analyst
4 26 (14.86%) Business Intelligence Developer
5 25 (14.29%) Technical Analyst
5 25 (14.29%) Technical Business Analyst
6 19 (10.86%) Architect
7 16 (9.14%) Data Analyst
8 13 (7.43%) Data Modeller
8 13 (7.43%) DBA
9 12 (6.86%) SQL DBA
10 11 (6.29%) Data Manager
10 11 (6.29%) SSIS Developer
11 10 (5.71%) Senior Data Modeller
12 9 (5.14%) Data Architect
12 9 (5.14%) SSRS Developer
13 8 (4.57%) Consultant
14 7 (4.00%) Data Migration Analyst
14 7 (4.00%) Data Warehouse Developer
14 7 (4.00%) Solutions Architect
Libraries, Frameworks & Software Standards
1 10 (5.71%) CakePHP
2 9 (5.14%) .NET
3 6 (3.43%) COM
4 5 (2.86%) Kafka
5 4 (2.29%) ODBC
5 4 (2.29%) Velocity
6 3 (1.71%) Web Services
7 2 (1.14%) HTML
7 2 (1.14%) XML
8 1 (0.57%) MDX
Miscellaneous
1 30 (17.14%) Analytical Skills
2 28 (16.00%) Visualisation
3 11 (6.29%) Management Information System
4 9 (5.14%) Data Integration
5 6 (3.43%) Credit Risk
5 6 (3.43%) Data Structures
6 5 (2.86%) Enterprise Software
7 4 (2.29%) Computer Science
7 4 (2.29%) Taxonomies
8 2 (1.14%) Client/Server
8 2 (1.14%) CMDB
9 1 (0.57%) Data Protection Act
Operating Systems
1 9 (5.14%) Linux
2 6 (3.43%) Windows
3 4 (2.29%) Unix
4 1 (0.57%) Red Hat Enterprise Linux
Processes & Methodologies
1 99 (56.57%) Business Intelligence
2 58 (33.14%) Agile Software Development
2 58 (33.14%) ETL
3 38 (21.71%) Stakeholder Management
4 35 (20.00%) SDLC
5 30 (17.14%) Software Delivery
6 28 (16.00%) Data Visualisation
6 28 (16.00%) Project Management
7 25 (14.29%) BPMN
7 25 (14.29%) Presales
7 25 (14.29%) Requirements Analysis
7 25 (14.29%) UML
7 25 (14.29%) User Acceptance Testing
8 21 (12.00%) Analytics
9 18 (10.29%) Data Governance
10 17 (9.71%) Kimball Methodology
11 16 (9.14%) Business Analysis
12 14 (8.00%) Migration
13 13 (7.43%) Integration Testing
14 12 (6.86%) Validation
Programming Languages
1 92 (52.57%) SQL
2 30 (17.14%) T-SQL
3 9 (5.14%) PHP
4 5 (2.86%) C#
4 5 (2.86%) Python
4 5 (2.86%) Shell Script
5 4 (2.29%) Bash Shell
6 3 (1.71%) Java
7 2 (1.14%) JavaScript
7 2 (1.14%) OpenEdge ABL
7 2 (1.14%) Progress 4GL
7 2 (1.14%) VBA
8 1 (0.57%) C
8 1 (0.57%) C++
8 1 (0.57%) PowerShell
8 1 (0.57%) Scala
Qualifications
1 10 (5.71%) Degree
2 5 (2.86%) ISEB
3 3 (1.71%) MBA
4 1 (0.57%) CCA
4 1 (0.57%) Microsoft Certification
Quality Assurance & Compliance
1 35 (20.00%) Data Quality
2 4 (2.29%) IAS 39
3 2 (1.14%) QA
3 2 (1.14%) SLA
System Software
1 4 (2.29%) Apache Flume
1 4 (2.29%) HDFS
Systems Management
1 4 (2.29%) Oracle EDQ
Vendors
1 55 (31.43%) Microsoft
2 45 (25.71%) Oracle
3 15 (8.57%) Informatica
4 13 (7.43%) Tableau
5 8 (4.57%) Netezza
6 6 (3.43%) Ab Initio
6 6 (3.43%) IBM
6 6 (3.43%) SAP
7 5 (2.86%) Alteryx
7 5 (2.86%) ESRI
8 4 (2.29%) Cloudera
8 4 (2.29%) DataFlux
8 4 (2.29%) Datanomic
8 4 (2.29%) Hortonworks
8 4 (2.29%) Hyperion
8 4 (2.29%) MapR
8 4 (2.29%) Talend
8 4 (2.29%) Teradata
9 2 (1.14%) Cognos
9 2 (1.14%) Remedy
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: Yesterday
Leeds, West Yorkshire
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Salary: £30000 - £45000 per annum + Pension, Negotiable
Posted: Yesterday
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Salary: £45000 - £53000 per annum
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Salary: Up to £55,000 per annum
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