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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Modelling
Yorkshire / West Yorkshire
Rank 99 123 146
Rank change year-on-year
+24 +23
Permanent jobs citing Data Modelling 86 90 68
As % of all permanent IT jobs located in West Yorkshire 2.45% 2.11% 1.48%
As % of the Processes & Methodologies category 2.75% 2.38% 1.65%
Number of salaries quoted 73 68 64
Median salary £42,500 £50,000 £48,500
Median salary % change year-on-year
-15.00% +3.09%
90% offered a salary of more than £35,500 £35,750 £35,000
10% offered a salary of more than £85,000 £62,500 £57,500
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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
3131 3775 4119
As % of all permanent IT jobs located in West Yorkshire 89.30% 88.57% 89.37%
Number of salaries quoted 2720 3165 3331
Median salary £43,000 £42,500 £41,500
Median salary % change year-on-year
+1.17% +2.40%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 20 January 2017.

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 20 January 2017. 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 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 +7 57 £42,500 -22.72% 2
Halifax +12 9 £70,000 - 1
Bradford +3 5 £33,750 -46.00%
Huddersfield +1 2 £32,500 -13.33%
Brighouse - 2 £35,000 - 1
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 20 January 2017, 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 95 (59.38%) SQL Server
2 89 (55.63%) SQL
3 85 (53.13%) Business Intelligence
4 60 (37.50%) ETL
5 59 (36.88%) Data Warehouse
6 54 (33.75%) SQL Server Integration Services
7 51 (31.88%) SQL Server Reporting Services
8 47 (29.38%) Microsoft
9 46 (28.75%) Finance
10 44 (27.50%) SQL Server Analysis Services
10 44 (27.50%) Analytics
11 38 (23.75%) T-SQL
12 30 (18.75%) Visualisation
13 29 (18.13%) MS Excel
14 28 (17.50%) Big Data
15 27 (16.88%) Data Visualisation
16 25 (15.63%) Agile Software Development
17 24 (15.00%) Hadoop
18 21 (13.13%) .NET
18 21 (13.13%) Oracle
19 20 (12.50%) C#
19 20 (12.50%) Management Information System
20 19 (11.88%) TOGAF
21 18 (11.25%) SDLC
21 18 (11.25%) Stakeholder Management
21 18 (11.25%) Python
22 17 (10.63%) VB.NET
23 16 (10.00%) Relational Database
23 16 (10.00%) E-Commerce
23 16 (10.00%) SAS

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 16 (10.00%) SAS
2 9 (5.63%) Apache Spark
2 9 (5.63%) OpenStack
3 4 (2.50%) Oracle SOA Suite
4 3 (1.88%) Confluence
4 3 (1.88%) SharePoint
5 2 (1.25%) Apache Pig
5 2 (1.25%) Elasticsearch
6 1 (0.63%) OpenEdge
Applications
1 29 (18.13%) MS Excel
2 12 (7.50%) MS Visio
2 12 (7.50%) SPSS
3 3 (1.88%) MS Office
Cloud Services
1 8 (5.00%) Microsoft Azure
2 5 (3.13%) Amazon AWS
Communications & Networking
1 8 (5.00%) Intranet
2 7 (4.38%) Extranet
3 6 (3.75%) Internet
Database & Business Intelligence
1 95 (59.38%) SQL Server
2 59 (36.88%) Data Warehouse
3 54 (33.75%) SQL Server Integration Services
4 51 (31.88%) SQL Server Reporting Services
5 44 (27.50%) SQL Server Analysis Services
6 28 (17.50%) Big Data
7 24 (15.00%) Hadoop
8 16 (10.00%) Relational Database
9 12 (7.50%) Oracle Database
9 12 (7.50%) RDBMS
10 11 (6.88%) BusinessObjects
10 11 (6.88%) SQL Server 2012
10 11 (6.88%) SQL Server 2014
11 9 (5.63%) MySQL
12 8 (5.00%) Data Mining
12 8 (5.00%) Lumira
12 8 (5.00%) SAP HANA
13 7 (4.38%) Apache Hive
14 6 (3.75%) QlikView
15 5 (3.13%) SQL Server 2016
Development Applications
1 11 (6.88%) Team Foundation Server
1 11 (6.88%) Visual Studio
2 4 (2.50%) JIRA
3 3 (1.88%) Balsamiq Mockups
4 2 (1.25%) ERwin
4 2 (1.25%) Talend Open Studio
5 1 (0.63%) Git (software)
5 1 (0.63%) Oracle Forms
5 1 (0.63%) WebSpeed
General
1 46 (28.75%) Finance
2 13 (8.13%) Retail
3 12 (7.50%) Banking
4 10 (6.25%) Telecoms
5 4 (2.50%) Automotive
5 4 (2.50%) French Language
6 3 (1.88%) Back Office
7 2 (1.25%) Manufacturing
Job Titles
1 57 (35.63%) Developer
2 35 (21.88%) Architect
3 33 (20.63%) Analyst
4 27 (16.88%) SQL Developer
5 23 (14.38%) Business Intelligence Developer
6 21 (13.13%) Data Architect
7 19 (11.88%) Business Analyst
7 19 (11.88%) SQL BI Developer
8 17 (10.63%) SSIS Developer
9 15 (9.38%) SQL Server Architect
10 14 (8.75%) Digital Architect
11 13 (8.13%) T-SQL Developer
12 12 (7.50%) .NET Developer
12 12 (7.50%) Business Consultant
12 12 (7.50%) Business Intelligence Consultant
12 12 (7.50%) Consultant
12 12 (7.50%) Lead Architect
13 9 (5.63%) Analytics Consultant
14 8 (5.00%) Data Analytics Consultant
14 8 (5.00%) Data Consultant
Libraries, Frameworks & Software Standards
1 21 (13.13%) .NET
2 13 (8.13%) ASP.NET
3 10 (6.25%) .NET Framework
4 9 (5.63%) OpenDaylight
5 7 (4.38%) HTML
5 7 (4.38%) XML
6 6 (3.75%) CSS
6 6 (3.75%) Web Services
7 5 (3.13%) Ajax
7 5 (3.13%) ASP.NET Web API
7 5 (3.13%) WinForms
8 4 (2.50%) SOAP
9 3 (1.88%) Node.js
10 2 (1.25%) EDI
10 2 (1.25%) Java EE
10 2 (1.25%) Middleware
10 2 (1.25%) REST
10 2 (1.25%) WCF
10 2 (1.25%) WF
10 2 (1.25%) Windows Identity Foundation
Miscellaneous
1 30 (18.75%) Visualisation
2 20 (12.50%) Management Information System
3 15 (9.38%) Analytical Skills
4 13 (8.13%) Credit Risk
5 9 (5.63%) Data Centre
6 7 (4.38%) Mathematics
6 7 (4.38%) Statistics
7 6 (3.75%) Data Integration
8 4 (2.50%) Economics
8 4 (2.50%) Neural Network
9 3 (1.88%) Enterprise Software
10 2 (1.25%) Computer Science
10 2 (1.25%) Data Protection Act
10 2 (1.25%) Physics
11 1 (0.63%) Client/Server
11 1 (0.63%) Clustering
11 1 (0.63%) Data Extraction
11 1 (0.63%) Replication
Operating Systems
1 8 (5.00%) Windows
2 1 (0.63%) Linux
2 1 (0.63%) Unix
2 1 (0.63%) Windows Server
Processes & Methodologies
1 85 (53.13%) Business Intelligence
2 60 (37.50%) ETL
3 44 (27.50%) Analytics
4 27 (16.88%) Data Visualisation
5 25 (15.63%) Agile Software Development
6 19 (11.88%) TOGAF
7 18 (11.25%) SDLC
7 18 (11.25%) Stakeholder Management
8 16 (10.00%) E-Commerce
9 15 (9.38%) Stakeholder Engagement
10 13 (8.13%) Data Analytics
11 12 (7.50%) Business Development
11 12 (7.50%) Coaching
11 12 (7.50%) OO
11 12 (7.50%) Presales
11 12 (7.50%) Use Case
12 11 (6.88%) Project Management
12 11 (6.88%) SOA
12 11 (6.88%) Unit Testing
13 10 (6.25%) Predictive Analytics
Programming Languages
1 89 (55.63%) SQL
2 38 (23.75%) T-SQL
3 20 (12.50%) C#
4 18 (11.25%) Python
5 17 (10.63%) VB.NET
6 13 (8.13%) JavaScript
7 11 (6.88%) Java
8 5 (3.13%) Scala
8 5 (3.13%) VBA
9 2 (1.25%) Shell Script
9 2 (1.25%) VB
10 1 (0.63%) OpenEdge ABL
10 1 (0.63%) PL/SQL
10 1 (0.63%) PowerShell
10 1 (0.63%) Progress 4GL
Qualifications
1 13 (8.13%) Degree
2 6 (3.75%) Microsoft Certification
3 2 (1.25%) ISEB
3 2 (1.25%) ISTQB
4 1 (0.63%) MCITP
4 1 (0.63%) MCSA
4 1 (0.63%) MCSE
Quality Assurance & Compliance
1 3 (1.88%) SLA
2 2 (1.25%) PCI DSS
2 2 (1.25%) QA
2 2 (1.25%) SNOMED CT
3 1 (0.63%) Data Quality
System Software
1 9 (5.63%) Docker
1 9 (5.63%) VMware Infrastructure
2 3 (1.88%) Apache Flume
3 2 (1.25%) HDFS
4 1 (0.63%) Active Directory
Systems Management
1 9 (5.63%) Ansible
2 1 (0.63%) Failover Clustering
Vendors
1 47 (29.38%) Microsoft
2 21 (13.13%) Oracle
3 12 (7.50%) SAP
4 10 (6.25%) VMware
5 9 (5.63%) Cisco
6 6 (3.75%) Tableau
7 5 (3.13%) Splunk
8 3 (1.88%) Cloudera
9 2 (1.25%) RedGate
9 2 (1.25%) Sybase
9 2 (1.25%) Talend
10 1 (0.63%) IBM
10 1 (0.63%) Progress
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: 2 days ago
Leeds, West Yorkshire
Calibre Search Ltd
Salary: £50000 - £60000.00 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Jet2.com
Salary: Excellent
Posted: 10 days ago
Brighouse, West Yorkshire
Fruition IT Resources Limited
Salary: £32000 - £40000 per annum + Benefits
Posted: 3 days ago