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 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 152 132 139
Rank change year-on-year
-20 +7
Permanent jobs citing Data Modelling 97 131 137
As % of all permanent IT jobs located in Yorkshire 1.73% 1.92% 1.91%
As % of the Processes & Methodologies category 1.94% 2.17% 2.22%
Number of salaries quoted 73 106 122
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,900 £32,000 £32,500
10% offered a salary of more than £58,000 £62,500 £50,000
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
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
5001 6031 6169
As % of all permanent IT jobs located in Yorkshire 89.32% 88.61% 86.10%
Number of salaries quoted 4178 4936 4830
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £28,000 £28,500
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 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 1 July 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 1 July 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 +16 80 £45,000 - 10
North Yorkshire +8 13 £40,000 +25.00% 4
South Yorkshire +19 4 £48,750 +8.33%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 1 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 Yorkshire region with a requirement for Data Modelling.

1 111 (51.15%) Business Intelligence
2 94 (43.32%) SQL
3 83 (38.25%) Data Warehouse
4 68 (31.34%) SQL Server
5 60 (27.65%) ETL
6 59 (27.19%) SQL Server Integration Services
7 58 (26.73%) Finance
8 56 (25.81%) SQL Server Reporting Services
9 54 (24.88%) Microsoft
10 53 (24.42%) Agile Software Development
11 52 (23.96%) Stakeholder Management
12 49 (22.58%) SQL Server Analysis Services
13 46 (21.20%) Analytics
14 44 (20.28%) Oracle
15 41 (18.89%) T-SQL
16 38 (17.51%) Analytical Skills
16 38 (17.51%) Data Quality
17 36 (16.59%) Project Management
18 34 (15.67%) SDLC
19 33 (15.21%) Degree
20 30 (13.82%) Data Management
21 28 (12.90%) Data Governance
21 28 (12.90%) Software Delivery
22 27 (12.44%) MySQL
22 27 (12.44%) MS Office
23 26 (11.98%) Business Analysis
23 26 (11.98%) QlikView
23 26 (11.98%) Visualisation
24 24 (11.06%) Data Analytics
24 24 (11.06%) BusinessObjects

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 21 (9.68%) Confluence
2 17 (7.83%) SAS
3 11 (5.07%) Apache Spark
4 6 (2.76%) SharePoint
5 5 (2.30%) ArcGIS
6 4 (1.84%) Apache Pig
6 4 (1.84%) OpenEdge
Applications
1 27 (12.44%) MS Office
2 12 (5.53%) MS Excel
3 11 (5.07%) SPSS
4 10 (4.61%) MS Visio
5 2 (0.92%) Stata
Business Applications
1 1 (0.46%) Adobe Campaign
1 1 (0.46%) Dynamics CRM
1 1 (0.46%) Oracle EBS R12
1 1 (0.46%) Oracle ERP
Cloud Services
1 1 (0.46%) Amazon AWS
1 1 (0.46%) Microsoft Azure
Communications & Networking
1 3 (1.38%) Internet
1 3 (1.38%) Intranet
Database & Business Intelligence
1 83 (38.25%) Data Warehouse
2 68 (31.34%) SQL Server
3 59 (27.19%) SQL Server Integration Services
4 56 (25.81%) SQL Server Reporting Services
5 49 (22.58%) SQL Server Analysis Services
6 27 (12.44%) MySQL
7 26 (11.98%) QlikView
8 24 (11.06%) BusinessObjects
9 21 (9.68%) Big Data
10 18 (8.29%) Relational Database
11 16 (7.37%) Data Mining
12 15 (6.91%) Hadoop
13 14 (6.45%) DB2
14 10 (4.61%) SQL Server 2012
15 9 (4.15%) Pentaho
16 8 (3.69%) MariaDB
16 8 (3.69%) Oracle OWB
17 7 (3.23%) OLAP
17 7 (3.23%) RDBMS
17 7 (3.23%) SQL Server 2014
Development Applications
1 23 (10.60%) JIRA
2 21 (9.68%) Balsamiq Mockups
3 7 (3.23%) Team Foundation Server
4 6 (2.76%) ERwin
5 5 (2.30%) SQL Server Management Studio (SSMS)
5 5 (2.30%) Talend Open Studio
5 5 (2.30%) Visual Studio
6 4 (1.84%) WebSpeed
7 2 (0.92%) Git (software)
7 2 (0.92%) JUnit
8 1 (0.46%) PowerDesigner
General
1 58 (26.73%) Finance
2 21 (9.68%) Retail
3 12 (5.53%) Marketing
4 9 (4.15%) French Language
5 7 (3.23%) Automotive
6 6 (2.76%) Banking
7 5 (2.30%) Electronics
8 2 (0.92%) Telecoms
9 1 (0.46%) Advertising
9 1 (0.46%) Billing
9 1 (0.46%) Games
9 1 (0.46%) Manufacturing
Job Titles
1 68 (31.34%) Developer
2 66 (30.41%) Analyst
3 44 (20.28%) Business Analyst
4 23 (10.60%) Business Intelligence Developer
5 21 (9.68%) Technical Analyst
5 21 (9.68%) Technical Business Analyst
6 20 (9.22%) Data Manager
7 18 (8.29%) SQL Developer
8 17 (7.83%) Architect
9 15 (6.91%) Business Intelligence Manager
10 13 (5.99%) Data Modeller
10 13 (5.99%) Database Developer
11 12 (5.53%) T-SQL Developer
12 11 (5.07%) Senior Analyst
12 11 (5.07%) SQL Database Developer
13 10 (4.61%) DBA
13 10 (4.61%) Finance Manager
13 10 (4.61%) Senior Data Modeller
13 10 (4.61%) Senior Developer
13 10 (4.61%) SSIS Developer
Libraries, Frameworks & Software Standards
1 18 (8.29%) .NET
2 8 (3.69%) CakePHP
3 7 (3.23%) Node.js
3 7 (3.23%) XML
4 6 (2.76%) Kafka
4 6 (2.76%) Web Services
5 5 (2.30%) HTML
6 4 (1.84%) Velocity
7 3 (1.38%) ODBC
8 2 (0.92%) COM
8 2 (0.92%) Java EE
8 2 (0.92%) MDX
8 2 (0.92%) SOAP
9 1 (0.46%) CSS
9 1 (0.46%) DOM
9 1 (0.46%) jQuery
9 1 (0.46%) JSON
9 1 (0.46%) REST
9 1 (0.46%) WCF
Miscellaneous
1 38 (17.51%) Analytical Skills
2 26 (11.98%) Visualisation
3 15 (6.91%) Data Integration
4 10 (4.61%) Management Information System
5 9 (4.15%) Statistics
6 7 (3.23%) Enterprise Software
6 7 (3.23%) Mathematics
6 7 (3.23%) Neural Network
7 6 (2.76%) Credit Risk
7 6 (2.76%) Data Structures
8 5 (2.30%) Economics
9 4 (1.84%) Client/Server
10 3 (1.38%) Computer Science
10 3 (1.38%) Taxonomies
11 1 (0.46%) Data Protection Act
11 1 (0.46%) Driving Licence
11 1 (0.46%) FMCG
11 1 (0.46%) Replication
11 1 (0.46%) Smartphone
11 1 (0.46%) User Experience
Operating Systems
1 9 (4.15%) Windows
2 5 (2.30%) Linux
3 4 (1.84%) Unix
4 1 (0.46%) Red Hat Enterprise Linux
4 1 (0.46%) Windows Server 2012
Processes & Methodologies
1 111 (51.15%) Business Intelligence
2 60 (27.65%) ETL
3 53 (24.42%) Agile Software Development
4 52 (23.96%) Stakeholder Management
5 46 (21.20%) Analytics
6 36 (16.59%) Project Management
7 34 (15.67%) SDLC
8 30 (13.82%) Data Management
9 28 (12.90%) Data Governance
9 28 (12.90%) Software Delivery
10 26 (11.98%) Business Analysis
11 24 (11.06%) Data Analytics
11 24 (11.06%) UML
12 23 (10.60%) CRM
12 23 (10.60%) Data Visualisation
13 22 (10.14%) Continuous Improvement
14 21 (9.68%) BPMN
14 21 (9.68%) Presales
14 21 (9.68%) Requirements Analysis
14 21 (9.68%) User Acceptance Testing
Programming Languages
1 94 (43.32%) SQL
2 41 (18.89%) T-SQL
3 14 (6.45%) Java
4 13 (5.99%) Python
5 11 (5.07%) C#
6 9 (4.15%) Scala
7 8 (3.69%) PHP
8 5 (2.30%) JavaScript
9 4 (1.84%) OpenEdge ABL
9 4 (1.84%) Progress 4GL
9 4 (1.84%) R
10 3 (1.38%) Ruby
11 2 (0.92%) C
11 2 (0.92%) C++
11 2 (0.92%) Shell Script
11 2 (0.92%) VBA
12 1 (0.46%) Go
12 1 (0.46%) PL/SQL
12 1 (0.46%) PowerShell
12 1 (0.46%) VB
Qualifications
1 33 (15.21%) Degree
2 7 (3.23%) Microsoft Certification
3 6 (2.76%) ISEB
4 3 (1.38%) MCAD
5 2 (0.92%) MBA
5 2 (0.92%) MCSA
5 2 (0.92%) MCSE
Quality Assurance & Compliance
1 38 (17.51%) Data Quality
2 4 (1.84%) IAS 39
2 4 (1.84%) QA
3 2 (0.92%) SLA
System Software
1 11 (5.07%) Apache Flume
2 4 (1.84%) HDFS
Systems Management
1 1 (0.46%) Oracle EDQ
Vendors
1 54 (24.88%) Microsoft
2 44 (20.28%) Oracle
3 15 (6.91%) Tableau
4 12 (5.53%) SAP
5 11 (5.07%) Cloudera
5 11 (5.07%) Informatica
6 5 (2.30%) Alteryx
6 5 (2.30%) ESRI
6 5 (2.30%) Hyperion
6 5 (2.30%) Talend
7 4 (1.84%) Ab Initio
7 4 (1.84%) Hortonworks
7 4 (1.84%) MapR
7 4 (1.84%) Netezza
7 4 (1.84%) Progress
7 4 (1.84%) Teradata
8 2 (0.92%) MicroStrategy
8 2 (0.92%) Sun
9 1 (0.46%) CA
9 1 (0.46%) Cognizant
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 5 hours ago
Leeds, West Yorkshire
Lorien Resourcing
Salary: £40000 - £45000 per annum
Posted: 2 days ago
Harrogate, North Yorkshire
Head Resourcing
Posted: 4 days ago
Leeds, West Yorkshire
Lorien Resourcing
Posted: 2 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 3 days ago
Yorkshire
Codex
Salary: From £30,000 to £35,000 per annum DOE
Posted: 4 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: 2 days ago
Leeds, West Yorkshire
Hainton Recruitment
Salary: £43000 - £53000 per annum + 34 Days Holiday + Generous Pension
Posted: 3 days ago
Leeds
Churchill Frank International
Salary: £50000 - £60000 per annum
Posted: 25 days ago