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

3 months to
3 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 151 167 156
Rank change year-on-year
+16 -11
Permanent jobs citing Data Modelling 113 97 118
As % of all permanent IT jobs located in Yorkshire 1.81% 1.37% 1.57%
As % of the Processes & Methodologies category 2.05% 1.55% 1.81%
Number of salaries quoted 83 75 104
Median salary £45,000 £40,000 £42,500
Median salary % change year-on-year
+12.50% -5.88%
90% offered a salary of more than £38,250 £32,000 £30,000
10% offered a salary of more than £66,750 £50,000 £60,000
UK excluding London median salary £47,500 £46,875 £45,000
% change year-on-year
+1.33% +4.16%
Data Modelling
England

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

Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
5517 6265 6507
As % of all permanent IT jobs located in Yorkshire 88.44% 88.33% 86.59%
Number of salaries quoted 4543 4992 5088
Median salary £40,500 £40,000 £40,000
Median salary % change year-on-year
+1.25% -
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £60,000 £56,369 £55,743
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 Yorkshire

The demand trend of job ads across the 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 Yorkshire

Data Modelling
Salary Trend in Yorkshire

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

Data Modelling Salary Trend in Yorkshire

Data Modelling
Salary Histogram in Yorkshire

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

Data Modelling Salary Histogram in Yorkshire

Data Modelling
Job Locations in 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 Yorkshire region over the 3 months to 3 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
West Yorkshire +37 86 £47,500 +18.75% 13
North Yorkshire -2 16 £42,500 +32.81% 1
South Yorkshire +16 11 £48,750 +21.87% 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 3 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 Yorkshire region with a requirement for Data Modelling.

1 131 (55.98%) Business Intelligence
2 114 (48.72%) SQL
3 107 (45.73%) Data Warehouse
4 71 (30.34%) SQL Server
5 70 (29.91%) Microsoft
6 69 (29.49%) ETL
6 69 (29.49%) SQL Server Integration Services
7 67 (28.63%) Finance
8 66 (28.21%) Agile Software Development
9 63 (26.92%) SQL Server Reporting Services
10 57 (24.36%) Stakeholder Management
11 56 (23.93%) SQL Server Analysis Services
12 52 (22.22%) Oracle
12 52 (22.22%) Data Quality
13 49 (20.94%) Project Management
14 47 (20.09%) T-SQL
15 44 (18.80%) Analytics
16 42 (17.95%) SDLC
17 40 (17.09%) Analytical Skills
18 36 (15.38%) Data Governance
19 34 (14.53%) Degree
20 32 (13.68%) Software Delivery
21 30 (12.82%) MS Office
22 29 (12.39%) UML
22 29 (12.39%) BusinessObjects
22 29 (12.39%) Data Management
22 29 (12.39%) Retail
23 28 (11.97%) MS Excel
23 28 (11.97%) Data Visualisation
23 28 (11.97%) Visualisation

Data Modelling
Top Related IT Skills in 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 (10.68%) Confluence
2 13 (5.56%) SAS
3 12 (5.13%) SharePoint
4 5 (2.14%) ArcGIS
5 4 (1.71%) Apache Pig
5 4 (1.71%) Apache Spark
6 3 (1.28%) MS Project Server
7 2 (0.85%) CMS
7 2 (0.85%) OpenEdge
Applications
1 30 (12.82%) MS Office
2 28 (11.97%) MS Excel
3 9 (3.85%) MS Visio
4 7 (2.99%) SPSS
5 3 (1.28%) MS Project
6 2 (0.85%) Stata
7 1 (0.43%) MS PowerPoint
Business Applications
1 2 (0.85%) Remedy ITSM
2 1 (0.43%) Adobe Campaign
2 1 (0.43%) Dynamics CRM
2 1 (0.43%) Oracle EBS R12
2 1 (0.43%) Oracle ERP
Communications & Networking
1 4 (1.71%) Internet
1 4 (1.71%) Intranet
Database & Business Intelligence
1 107 (45.73%) Data Warehouse
2 71 (30.34%) SQL Server
3 69 (29.49%) SQL Server Integration Services
4 63 (26.92%) SQL Server Reporting Services
5 56 (23.93%) SQL Server Analysis Services
6 29 (12.39%) BusinessObjects
7 27 (11.54%) QlikView
8 25 (10.68%) MySQL
9 17 (7.26%) Relational Database
10 14 (5.98%) Data Mining
11 13 (5.56%) Big Data
11 13 (5.56%) DB2
11 13 (5.56%) SQL Server 2012
12 11 (4.70%) Pentaho
13 10 (4.27%) Enterprise Data Warehouse
13 10 (4.27%) MariaDB
13 10 (4.27%) SQL Server 2008
14 9 (3.85%) Oracle ODI
14 9 (3.85%) Oracle OWB
15 8 (3.42%) OLAP
Development Applications
1 25 (10.68%) Balsamiq Mockups
1 25 (10.68%) JIRA
2 12 (5.13%) ERwin
3 5 (2.14%) SQL Server Management Studio (SSMS)
3 5 (2.14%) Team Foundation Server
3 5 (2.14%) Visual Studio
4 4 (1.71%) Talend Open Studio
5 2 (0.85%) WebSpeed
6 1 (0.43%) JUnit
6 1 (0.43%) PowerDesigner
General
1 67 (28.63%) Finance
2 29 (12.39%) Retail
3 11 (4.70%) Marketing
4 8 (3.42%) Banking
5 5 (2.14%) Electronics
6 2 (0.85%) Telecoms
7 1 (0.43%) Billing
7 1 (0.43%) Legal
Job Titles
1 71 (30.34%) Developer
2 65 (27.78%) Analyst
3 41 (17.52%) Business Analyst
4 35 (14.96%) Business Intelligence Developer
5 26 (11.11%) Technical Analyst
5 26 (11.11%) Technical Business Analyst
6 24 (10.26%) Data Manager
7 22 (9.40%) Architect
8 21 (8.97%) SQL Developer
9 20 (8.55%) Business Intelligence Manager
10 16 (6.84%) Data Analyst
11 15 (6.41%) Data Modeller
12 14 (5.98%) Database Developer
13 13 (5.56%) DBA
13 13 (5.56%) Finance Manager
13 13 (5.56%) Senior Analyst
13 13 (5.56%) T-SQL Developer
14 12 (5.13%) SQL Database Developer
14 12 (5.13%) SQL DBA
15 11 (4.70%) SSIS Developer
Libraries, Frameworks & Software Standards
1 11 (4.70%) .NET
2 10 (4.27%) CakePHP
3 6 (2.56%) COM
4 5 (2.14%) Kafka
4 5 (2.14%) Web Services
5 4 (1.71%) HTML
5 4 (1.71%) ODBC
5 4 (1.71%) Velocity
6 2 (0.85%) XML
7 1 (0.43%) CSS
7 1 (0.43%) DOM
7 1 (0.43%) jQuery
7 1 (0.43%) MDX
7 1 (0.43%) REST
Miscellaneous
1 40 (17.09%) Analytical Skills
2 28 (11.97%) Visualisation
3 17 (7.26%) Management Information System
4 14 (5.98%) Data Integration
5 7 (2.99%) Data Structures
6 6 (2.56%) Credit Risk
7 5 (2.14%) Enterprise Software
8 4 (1.71%) Computer Science
8 4 (1.71%) Taxonomies
9 2 (0.85%) Client/Server
9 2 (0.85%) CMDB
9 2 (0.85%) NHS
10 1 (0.43%) Data Protection Act
10 1 (0.43%) Driving Licence
10 1 (0.43%) User Experience
Operating Systems
1 9 (3.85%) Linux
2 8 (3.42%) Windows
3 4 (1.71%) Unix
4 1 (0.43%) Red Hat Enterprise Linux
4 1 (0.43%) Windows Server 2012
Processes & Methodologies
1 131 (55.98%) Business Intelligence
2 69 (29.49%) ETL
3 66 (28.21%) Agile Software Development
4 57 (24.36%) Stakeholder Management
5 49 (20.94%) Project Management
6 44 (18.80%) Analytics
7 42 (17.95%) SDLC
8 36 (15.38%) Data Governance
9 32 (13.68%) Software Delivery
10 29 (12.39%) Data Management
10 29 (12.39%) UML
11 28 (11.97%) Data Visualisation
12 26 (11.11%) User Acceptance Testing
13 25 (10.68%) BPMN
13 25 (10.68%) Data Analytics
13 25 (10.68%) Presales
13 25 (10.68%) Requirements Analysis
14 24 (10.26%) Business Analysis
15 22 (9.40%) Continuous Improvement
15 22 (9.40%) CRM
Programming Languages
1 114 (48.72%) SQL
2 47 (20.09%) T-SQL
3 10 (4.27%) PHP
4 9 (3.85%) C#
5 6 (2.56%) Java
5 6 (2.56%) Python
6 5 (2.14%) Shell Script
7 4 (1.71%) Bash Shell
7 4 (1.71%) VBA
8 3 (1.28%) JavaScript
9 2 (0.85%) OpenEdge ABL
9 2 (0.85%) Progress 4GL
10 1 (0.43%) C
10 1 (0.43%) C++
10 1 (0.43%) PowerShell
10 1 (0.43%) Ruby
10 1 (0.43%) Scala
10 1 (0.43%) VB
Qualifications
1 34 (14.53%) Degree
2 9 (3.85%) ISEB
3 5 (2.14%) Microsoft Certification
4 4 (1.71%) MCAD
5 3 (1.28%) MBA
6 1 (0.43%) CCA
Quality Assurance & Compliance
1 52 (22.22%) Data Quality
2 4 (1.71%) IAS 39
3 3 (1.28%) QA
4 2 (0.85%) SLA
System Software
1 4 (1.71%) Apache Flume
1 4 (1.71%) HDFS
Systems Management
1 4 (1.71%) Oracle EDQ
Vendors
1 70 (29.91%) Microsoft
2 52 (22.22%) Oracle
3 16 (6.84%) Informatica
4 13 (5.56%) Tableau
5 9 (3.85%) SAP
6 8 (3.42%) Netezza
7 6 (2.56%) Ab Initio
7 6 (2.56%) IBM
8 5 (2.14%) Alteryx
8 5 (2.14%) ESRI
8 5 (2.14%) Hyperion
9 4 (1.71%) Cloudera
9 4 (1.71%) DataFlux
9 4 (1.71%) Datanomic
9 4 (1.71%) Hortonworks
9 4 (1.71%) MapR
9 4 (1.71%) Talend
9 4 (1.71%) Teradata
10 2 (0.85%) Cognos
10 2 (0.85%) Remedy
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: 13 hours ago
Leeds, West Yorkshire
Nigel Frank International Ltd
Salary: £30000 - £45000 per annum + Pension, Negotiable
Posted: 14 hours ago
Leeds, West Yorkshire
Searchability
Salary: £45000 - £53000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 5 days ago
York, North Yorkshire
Mortimer Spinks
Salary: £38000 - £45000 per annum
Posted: 6 days ago
Leeds
Sky Betting & Gaming
Posted: 7 days ago
Leeds
William Hill
Salary: Competitive + benefits + holidays
Posted: 8 days ago
Sheffield, South Yorkshire
Cognizant
Posted: 12 days ago