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 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 118 134 127
Rank change year-on-year
+16 -7
Permanent jobs citing Data Modelling 80 87 92
As % of all permanent IT jobs located in West Yorkshire 2.05% 1.88% 1.85%
As % of the Processes & Methodologies category 2.25% 2.11% 2.10%
Number of salaries quoted 62 71 89
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £31,050 £35,000 £32,500
10% offered a salary of more than £60,000 £57,000 £50,000
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
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
3551 4130 4376
As % of all permanent IT jobs located in West Yorkshire 90.86% 89.37% 87.89%
Number of salaries quoted 2990 3275 3500
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £30,000 £29,500
10% offered a salary of more than £65,000 £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 1 July 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 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
Leeds +20 70 £45,000 -10.00% 10
Bradford +8 6 £45,000 +2.85%
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West 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 West Yorkshire region with a requirement for Data Modelling.

1 85 (49.71%) Business Intelligence
2 72 (42.11%) SQL
3 63 (36.84%) Data Warehouse
4 56 (32.75%) SQL Server
5 49 (28.65%) ETL
6 47 (27.49%) Agile Software Development
7 46 (26.90%) Microsoft
8 42 (24.56%) SQL Server Integration Services
9 40 (23.39%) SQL Server Reporting Services
10 39 (22.81%) Oracle
11 38 (22.22%) Finance
11 38 (22.22%) Stakeholder Management
12 32 (18.71%) SQL Server Analysis Services
13 30 (17.54%) Analytics
13 30 (17.54%) Analytical Skills
13 30 (17.54%) SDLC
14 27 (15.79%) Data Quality
14 27 (15.79%) MS Office
14 27 (15.79%) MySQL
15 26 (15.20%) Visualisation
15 26 (15.20%) Software Delivery
16 25 (14.62%) QlikView
17 23 (13.45%) Data Visualisation
17 23 (13.45%) JIRA
17 23 (13.45%) Project Management
18 22 (12.87%) T-SQL
18 22 (12.87%) UML
19 21 (12.28%) Requirements Analysis
19 21 (12.28%) Balsamiq Mockups
19 21 (12.28%) Confluence

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 21 (12.28%) Confluence
2 16 (9.36%) SAS
3 11 (6.43%) Apache Spark
4 5 (2.92%) ArcGIS
5 4 (2.34%) Apache Pig
5 4 (2.34%) OpenEdge
6 3 (1.75%) SharePoint
Applications
1 27 (15.79%) MS Office
2 10 (5.85%) MS Visio
2 10 (5.85%) SPSS
3 4 (2.34%) MS Excel
4 2 (1.17%) Stata
Cloud Services
1 1 (0.58%) Amazon AWS
1 1 (0.58%) Microsoft Azure
Database & Business Intelligence
1 63 (36.84%) Data Warehouse
2 56 (32.75%) SQL Server
3 42 (24.56%) SQL Server Integration Services
4 40 (23.39%) SQL Server Reporting Services
5 32 (18.71%) SQL Server Analysis Services
6 27 (15.79%) MySQL
7 25 (14.62%) QlikView
8 20 (11.70%) Big Data
9 15 (8.77%) Data Mining
9 15 (8.77%) Hadoop
10 14 (8.19%) BusinessObjects
10 14 (8.19%) DB2
11 13 (7.60%) Relational Database
12 9 (5.26%) Pentaho
13 8 (4.68%) MariaDB
14 7 (4.09%) RDBMS
14 7 (4.09%) SQL Server 2012
15 6 (3.51%) Apache Hive
15 6 (3.51%) Oracle OWB
16 5 (2.92%) Oracle Database
Development Applications
1 23 (13.45%) JIRA
2 21 (12.28%) Balsamiq Mockups
3 6 (3.51%) Team Foundation Server
4 5 (2.92%) SQL Server Management Studio (SSMS)
4 5 (2.92%) Talend Open Studio
4 5 (2.92%) Visual Studio
5 4 (2.34%) ERwin
5 4 (2.34%) WebSpeed
6 2 (1.17%) Git (software)
6 2 (1.17%) JUnit
General
1 38 (22.22%) Finance
2 18 (10.53%) Retail
3 10 (5.85%) Marketing
4 9 (5.26%) French Language
5 7 (4.09%) Automotive
6 6 (3.51%) Banking
7 5 (2.92%) Electronics
8 1 (0.58%) Advertising
8 1 (0.58%) Billing
8 1 (0.58%) Games
8 1 (0.58%) Telecoms
Job Titles
1 57 (33.33%) Analyst
2 46 (26.90%) Developer
3 39 (22.81%) Business Analyst
4 21 (12.28%) Technical Analyst
4 21 (12.28%) Technical Business Analyst
5 16 (9.36%) Architect
6 15 (8.77%) Business Intelligence Developer
7 11 (6.43%) Data Modeller
8 10 (5.85%) Data Manager
8 10 (5.85%) DBA
8 10 (5.85%) Senior Data Modeller
9 9 (5.26%) Data Analyst
9 9 (5.26%) Solutions Architect
9 9 (5.26%) SQL DBA
9 9 (5.26%) SSIS Developer
10 8 (4.68%) Consultant
10 8 (4.68%) SSRS Developer
11 7 (4.09%) Lead Developer
11 7 (4.09%) Senior Analyst
11 7 (4.09%) SSAS Developer
Libraries, Frameworks & Software Standards
1 17 (9.94%) .NET
2 8 (4.68%) CakePHP
3 7 (4.09%) Node.js
3 7 (4.09%) XML
4 6 (3.51%) Kafka
4 6 (3.51%) Web Services
5 4 (2.34%) HTML
5 4 (2.34%) Velocity
6 3 (1.75%) ODBC
7 2 (1.17%) COM
7 2 (1.17%) Java EE
7 2 (1.17%) MDX
7 2 (1.17%) SOAP
8 1 (0.58%) JSON
8 1 (0.58%) WCF
Miscellaneous
1 30 (17.54%) Analytical Skills
2 26 (15.20%) Visualisation
3 12 (7.02%) Data Integration
4 9 (5.26%) Statistics
5 8 (4.68%) Management Information System
6 7 (4.09%) Enterprise Software
6 7 (4.09%) Mathematics
6 7 (4.09%) Neural Network
7 6 (3.51%) Credit Risk
8 5 (2.92%) Data Structures
8 5 (2.92%) Economics
9 4 (2.34%) Client/Server
10 3 (1.75%) Computer Science
10 3 (1.75%) Taxonomies
11 1 (0.58%) Data Protection Act
11 1 (0.58%) NHS
11 1 (0.58%) N-Tier
11 1 (0.58%) Replication
Operating Systems
1 7 (4.09%) Windows
2 5 (2.92%) Linux
3 4 (2.34%) Unix
4 1 (0.58%) Red Hat Enterprise Linux
Processes & Methodologies
1 85 (49.71%) Business Intelligence
2 49 (28.65%) ETL
3 47 (27.49%) Agile Software Development
4 38 (22.22%) Stakeholder Management
5 30 (17.54%) Analytics
5 30 (17.54%) SDLC
6 26 (15.20%) Software Delivery
7 23 (13.45%) Data Visualisation
7 23 (13.45%) Project Management
8 22 (12.87%) UML
9 21 (12.28%) BPMN
9 21 (12.28%) Presales
9 21 (12.28%) Requirements Analysis
9 21 (12.28%) User Acceptance Testing
10 19 (11.11%) Business Analysis
11 15 (8.77%) Data Governance
11 15 (8.77%) Data Management
11 15 (8.77%) Kimball Methodology
12 13 (7.60%) Data Analytics
12 13 (7.60%) Integration Testing
Programming Languages
1 72 (42.11%) SQL
2 22 (12.87%) T-SQL
3 13 (7.60%) Java
4 12 (7.02%) Python
5 10 (5.85%) C#
6 9 (5.26%) Scala
7 7 (4.09%) PHP
8 4 (2.34%) JavaScript
8 4 (2.34%) OpenEdge ABL
8 4 (2.34%) Progress 4GL
8 4 (2.34%) R
9 2 (1.17%) C
9 2 (1.17%) C++
9 2 (1.17%) Ruby
9 2 (1.17%) Shell Script
9 2 (1.17%) VBA
10 1 (0.58%) Go
10 1 (0.58%) PL/SQL
10 1 (0.58%) PowerShell
Qualifications
1 19 (11.11%) Degree
2 4 (2.34%) Microsoft Certification
3 3 (1.75%) ISEB
4 2 (1.17%) MBA
4 2 (1.17%) MCSA
4 2 (1.17%) MCSE
Quality Assurance & Compliance
1 27 (15.79%) Data Quality
2 4 (2.34%) IAS 39
2 4 (2.34%) QA
3 2 (1.17%) SLA
System Software
1 11 (6.43%) Apache Flume
2 4 (2.34%) HDFS
Systems Management
1 1 (0.58%) Oracle EDQ
Vendors
1 46 (26.90%) Microsoft
2 39 (22.81%) Oracle
3 15 (8.77%) Tableau
4 11 (6.43%) Cloudera
5 10 (5.85%) Informatica
6 7 (4.09%) SAP
7 5 (2.92%) Alteryx
7 5 (2.92%) ESRI
7 5 (2.92%) Talend
8 4 (2.34%) Ab Initio
8 4 (2.34%) Hortonworks
8 4 (2.34%) Hyperion
8 4 (2.34%) MapR
8 4 (2.34%) Netezza
8 4 (2.34%) Progress
8 4 (2.34%) Teradata
9 2 (1.17%) MicroStrategy
9 2 (1.17%) Sun
10 1 (0.58%) DataFlux
10 1 (0.58%) Red Hat
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
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
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