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 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 160 154 157
Rank change year-on-year
-6 +3
Permanent jobs citing Data Modelling 92 105 111
As % of all permanent IT jobs located in Yorkshire 1.56% 1.57% 1.55%
As % of the Processes & Methodologies category 1.74% 1.78% 1.79%
Number of salaries quoted 67 81 104
Median salary £47,500 £40,000 £43,000
Median salary % change year-on-year
+18.75% -6.97%
90% offered a salary of more than £40,000 £32,000 £30,000
10% offered a salary of more than £61,000 £55,000 £50,000
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
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
5288 5909 6200
As % of all permanent IT jobs located in Yorkshire 89.52% 88.17% 86.30%
Number of salaries quoted 4375 4747 4915
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £29,500 £27,500 £28,500
10% offered a salary of more than £57,500 £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 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 28 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 28 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 +18 74 £50,000 +11.11% 9
North Yorkshire -4 14 £41,500 +29.68% 1
South Yorkshire +13 4 £48,750 +14.70% 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 28 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.

1 118 (53.64%) Business Intelligence
2 106 (48.18%) SQL
3 95 (43.18%) Data Warehouse
4 67 (30.45%) SQL Server
5 65 (29.55%) Finance
6 62 (28.18%) Microsoft
6 62 (28.18%) ETL
7 60 (27.27%) SQL Server Integration Services
8 57 (25.91%) Agile Software Development
8 57 (25.91%) SQL Server Reporting Services
9 56 (25.45%) Stakeholder Management
10 50 (22.73%) SQL Server Analysis Services
11 46 (20.91%) Oracle
12 45 (20.45%) Project Management
13 43 (19.55%) Data Quality
13 43 (19.55%) Analytics
14 42 (19.09%) T-SQL
15 38 (17.27%) SDLC
16 36 (16.36%) Analytical Skills
17 32 (14.55%) Data Governance
18 31 (14.09%) Software Delivery
19 29 (13.18%) MS Office
19 29 (13.18%) Degree
20 28 (12.73%) Data Management
21 27 (12.27%) QlikView
22 26 (11.82%) MySQL
22 26 (11.82%) UML
23 25 (11.36%) BusinessObjects
23 25 (11.36%) Data Visualisation
23 25 (11.36%) 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 24 (10.91%) Confluence
2 12 (5.45%) SAS
3 9 (4.09%) SharePoint
4 7 (3.18%) Apache Spark
5 5 (2.27%) ArcGIS
6 4 (1.82%) Apache Pig
6 4 (1.82%) OpenEdge
7 3 (1.36%) Node.js
8 2 (0.91%) CMS
8 2 (0.91%) MS Project Server
Applications
1 29 (13.18%) MS Office
2 22 (10.00%) MS Excel
3 8 (3.64%) SPSS
4 7 (3.18%) MS Visio
5 2 (0.91%) MS Project
6 1 (0.45%) MS PowerPoint
6 1 (0.45%) Stata
Business Applications
1 2 (0.91%) Remedy ITSM
2 1 (0.45%) Adobe Campaign
2 1 (0.45%) Dynamics CRM
2 1 (0.45%) Oracle EBS R12
2 1 (0.45%) Oracle ERP
Cloud Services
1 1 (0.45%) Amazon AWS
Communications & Networking
1 3 (1.36%) Internet
1 3 (1.36%) Intranet
Database & Business Intelligence
1 95 (43.18%) Data Warehouse
2 67 (30.45%) SQL Server
3 60 (27.27%) SQL Server Integration Services
4 57 (25.91%) SQL Server Reporting Services
5 50 (22.73%) SQL Server Analysis Services
6 27 (12.27%) QlikView
7 26 (11.82%) MySQL
8 25 (11.36%) BusinessObjects
9 17 (7.73%) Big Data
10 16 (7.27%) Relational Database
11 14 (6.36%) DB2
12 11 (5.00%) Hadoop
12 11 (5.00%) Pentaho
13 10 (4.55%) Data Mining
13 10 (4.55%) MariaDB
14 9 (4.09%) SQL Server 2012
15 8 (3.64%) OLAP
15 8 (3.64%) Oracle OWB
16 7 (3.18%) Oracle Database
16 7 (3.18%) RDBMS
Development Applications
1 24 (10.91%) Balsamiq Mockups
1 24 (10.91%) JIRA
2 7 (3.18%) ERwin
2 7 (3.18%) Team Foundation Server
3 5 (2.27%) SQL Server Management Studio (SSMS)
3 5 (2.27%) Visual Studio
4 4 (1.82%) Talend Open Studio
4 4 (1.82%) WebSpeed
5 2 (0.91%) JUnit
6 1 (0.45%) PowerDesigner
General
1 65 (29.55%) Finance
2 23 (10.45%) Retail
3 13 (5.91%) Marketing
4 8 (3.64%) Banking
5 5 (2.27%) Electronics
6 2 (0.91%) Telecoms
7 1 (0.45%) Automotive
7 1 (0.45%) Billing
7 1 (0.45%) French Language
7 1 (0.45%) Games
7 1 (0.45%) Legal
7 1 (0.45%) Manufacturing
Job Titles
1 68 (30.91%) Developer
2 60 (27.27%) Analyst
3 42 (19.09%) Business Analyst
4 29 (13.18%) Business Intelligence Developer
5 24 (10.91%) Technical Analyst
5 24 (10.91%) Technical Business Analyst
6 23 (10.45%) Data Manager
7 19 (8.64%) Architect
7 19 (8.64%) SQL Developer
8 18 (8.18%) Business Intelligence Manager
9 13 (5.91%) Data Modeller
9 13 (5.91%) Database Developer
10 12 (5.45%) Data Analyst
10 12 (5.45%) Finance Manager
10 12 (5.45%) T-SQL Developer
11 11 (5.00%) DBA
11 11 (5.00%) Senior Developer
11 11 (5.00%) SQL Database Developer
12 10 (4.55%) SQL DBA
12 10 (4.55%) SSIS Developer
Libraries, Frameworks & Software Standards
1 15 (6.82%) .NET
2 10 (4.55%) CakePHP
3 7 (3.18%) Web Services
4 6 (2.73%) Kafka
5 5 (2.27%) COM
5 5 (2.27%) HTML
6 4 (1.82%) ODBC
6 4 (1.82%) Velocity
6 4 (1.82%) XML
7 1 (0.45%) CSS
7 1 (0.45%) DOM
7 1 (0.45%) jQuery
7 1 (0.45%) REST
7 1 (0.45%) WCF
Miscellaneous
1 36 (16.36%) Analytical Skills
2 25 (11.36%) Visualisation
3 14 (6.36%) Data Integration
4 13 (5.91%) Management Information System
5 7 (3.18%) Data Structures
5 7 (3.18%) Enterprise Software
6 6 (2.73%) Credit Risk
7 4 (1.82%) Client/Server
7 4 (1.82%) Computer Science
7 4 (1.82%) Taxonomies
8 2 (0.91%) CMDB
9 1 (0.45%) Data Protection Act
9 1 (0.45%) Driving Licence
9 1 (0.45%) Neural Network
9 1 (0.45%) NHS
9 1 (0.45%) Smartphone
9 1 (0.45%) User Experience
Operating Systems
1 10 (4.55%) Windows
2 8 (3.64%) Linux
3 5 (2.27%) Unix
4 1 (0.45%) Red Hat Enterprise Linux
4 1 (0.45%) Windows Server 2012
Processes & Methodologies
1 118 (53.64%) Business Intelligence
2 62 (28.18%) ETL
3 57 (25.91%) Agile Software Development
4 56 (25.45%) Stakeholder Management
5 45 (20.45%) Project Management
6 43 (19.55%) Analytics
7 38 (17.27%) SDLC
8 32 (14.55%) Data Governance
9 31 (14.09%) Software Delivery
10 28 (12.73%) Data Management
11 26 (11.82%) UML
12 25 (11.36%) Data Analytics
12 25 (11.36%) Data Visualisation
13 24 (10.91%) BPMN
13 24 (10.91%) Presales
13 24 (10.91%) Requirements Analysis
13 24 (10.91%) User Acceptance Testing
14 23 (10.45%) CRM
15 22 (10.00%) Business Analysis
16 20 (9.09%) Continuous Improvement
Programming Languages
1 106 (48.18%) SQL
2 42 (19.09%) T-SQL
3 10 (4.55%) Java
3 10 (4.55%) PHP
4 9 (4.09%) C#
4 9 (4.09%) Python
5 5 (2.27%) JavaScript
5 5 (2.27%) Scala
6 4 (1.82%) OpenEdge ABL
6 4 (1.82%) Progress 4GL
6 4 (1.82%) Shell Script
7 3 (1.36%) Ruby
7 3 (1.36%) VBA
8 2 (0.91%) Bash Shell
8 2 (0.91%) C
8 2 (0.91%) C++
9 1 (0.45%) Go
9 1 (0.45%) PL/SQL
9 1 (0.45%) PowerShell
9 1 (0.45%) R
Qualifications
1 29 (13.18%) Degree
2 6 (2.73%) ISEB
3 5 (2.27%) Microsoft Certification
4 4 (1.82%) MCAD
5 3 (1.36%) MBA
6 1 (0.45%) CCA
Quality Assurance & Compliance
1 43 (19.55%) Data Quality
2 4 (1.82%) IAS 39
2 4 (1.82%) QA
3 2 (0.91%) SLA
System Software
1 7 (3.18%) Apache Flume
2 4 (1.82%) HDFS
Systems Management
1 2 (0.91%) Oracle EDQ
Vendors
1 62 (28.18%) Microsoft
2 46 (20.91%) Oracle
3 13 (5.91%) Tableau
4 12 (5.45%) Informatica
5 10 (4.55%) SAP
6 7 (3.18%) Cloudera
7 6 (2.73%) Netezza
8 5 (2.27%) Alteryx
8 5 (2.27%) ESRI
8 5 (2.27%) Hyperion
9 4 (1.82%) Ab Initio
9 4 (1.82%) Hortonworks
9 4 (1.82%) MapR
9 4 (1.82%) Progress
9 4 (1.82%) Talend
9 4 (1.82%) Teradata
10 2 (0.91%) DataFlux
10 2 (0.91%) Datanomic
10 2 (0.91%) IBM
10 2 (0.91%) Remedy
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