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 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Yorkshire / West Yorkshire
Rank 103 125 148
Rank change year-on-year
+22 +23
Permanent jobs citing Data Modelling 81 90 65
As % of all permanent IT jobs located in West Yorkshire 2.28% 2.03% 1.34%
As % of the Processes & Methodologies category 2.56% 2.30% 1.50%
Number of salaries quoted 66 71 56
Median salary £43,750 £47,500 £47,187
Median salary % change year-on-year
-7.89% +0.66%
90% offered a salary of more than £38,250 £35,000 £38,000
10% offered a salary of more than £85,000 £62,500 £57,500
UK excluding London median salary £47,500 £47,500 £46,000
% change year-on-year
- +3.26%

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
3164 3915 4327
As % of all permanent IT jobs located in West Yorkshire 89.20% 88.45% 88.94%
Number of salaries quoted 2757 3275 3502
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £60,000 £57,500 £62,500
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 21 February 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 21 February 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 52 £42,500 -15.00% 8
Halifax - 10 £70,000 - 1
Bradford -3 3 - -
Brighouse - 3 £35,000 -
Huddersfield -1 2 £32,500 +8.33%
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 21 February 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 94 (58.02%) SQL Server
2 82 (50.62%) SQL
2 82 (50.62%) Business Intelligence
3 64 (39.51%) Data Warehouse
4 56 (34.57%) ETL
5 53 (32.72%) SQL Server Integration Services
6 51 (31.48%) SQL Server Reporting Services
6 51 (31.48%) Finance
7 48 (29.63%) Microsoft
8 45 (27.78%) SQL Server Analysis Services
9 43 (26.54%) Analytics
10 34 (20.99%) T-SQL
11 33 (20.37%) MS Excel
12 27 (16.67%) Agile Software Development
13 26 (16.05%) Management Information System
14 25 (15.43%) TOGAF
15 24 (14.81%) Visualisation
16 23 (14.20%) Big Data
17 22 (13.58%) .NET
18 21 (12.96%) C#
18 21 (12.96%) Data Visualisation
19 20 (12.35%) Hadoop
19 20 (12.35%) E-Commerce
19 20 (12.35%) SDLC
20 19 (11.73%) Stakeholder Management
20 19 (11.73%) Stakeholder Engagement
21 17 (10.49%) VB.NET
22 16 (9.88%) Relational Database
22 16 (9.88%) JavaScript
23 15 (9.26%) Oracle

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 12 (7.41%) OpenStack
2 11 (6.79%) SAS
3 7 (4.32%) Apache Spark
4 3 (1.85%) Confluence
4 3 (1.85%) Oracle SOA Suite
4 3 (1.85%) SharePoint
5 2 (1.23%) Apache Pig
6 1 (0.62%) OpenEdge
Applications
1 33 (20.37%) MS Excel
2 13 (8.02%) MS Visio
3 8 (4.94%) SPSS
4 1 (0.62%) MS Office
Business Applications
1 1 (0.62%) Dynamics CRM
Cloud Services
1 8 (4.94%) Microsoft Azure
2 5 (3.09%) Amazon AWS
Communications & Networking
1 8 (4.94%) Intranet
2 7 (4.32%) Extranet
3 6 (3.70%) Internet
Database & Business Intelligence
1 94 (58.02%) SQL Server
2 64 (39.51%) Data Warehouse
3 53 (32.72%) SQL Server Integration Services
4 51 (31.48%) SQL Server Reporting Services
5 45 (27.78%) SQL Server Analysis Services
6 23 (14.20%) Big Data
7 20 (12.35%) Hadoop
8 16 (9.88%) Relational Database
9 15 (9.26%) BusinessObjects
10 12 (7.41%) RDBMS
11 11 (6.79%) SQL Server 2012
12 10 (6.17%) Lumira
12 10 (6.17%) Oracle Database
12 10 (6.17%) SAP HANA
12 10 (6.17%) SQL Server 2014
13 9 (5.56%) MySQL
14 7 (4.32%) Apache Hive
15 5 (3.09%) OLAP
15 5 (3.09%) SQL Server 2016
16 4 (2.47%) Microsoft Power View
Development Applications
1 11 (6.79%) Team Foundation Server
1 11 (6.79%) Visual Studio
2 4 (2.47%) JIRA
3 3 (1.85%) Balsamiq Mockups
3 3 (1.85%) Git (software)
4 2 (1.23%) ERwin
5 1 (0.62%) Oracle Forms
5 1 (0.62%) Talend Open Studio
5 1 (0.62%) WebSpeed
General
1 51 (31.48%) Finance
2 13 (8.02%) Telecoms
3 9 (5.56%) Retail
4 8 (4.94%) Banking
5 5 (3.09%) Back Office
6 2 (1.23%) Manufacturing
6 2 (1.23%) Marketing
7 1 (0.62%) Law
7 1 (0.62%) Legal
Job Titles
1 53 (32.72%) Developer
2 43 (26.54%) Architect
3 33 (20.37%) Analyst
4 28 (17.28%) Data Architect
5 25 (15.43%) SQL Developer
6 21 (12.96%) Business Analyst
7 19 (11.73%) Business Intelligence Developer
7 19 (11.73%) SQL Server Architect
8 17 (10.49%) SQL BI Developer
9 16 (9.88%) SSIS Developer
10 14 (8.64%) Digital Architect
10 14 (8.64%) Lead Architect
10 14 (8.64%) T-SQL Developer
11 13 (8.02%) .NET Developer
12 10 (6.17%) SAP BusinessObjects Specialist
13 8 (4.94%) ASP.NET Developer
13 8 (4.94%) Business Consultant
13 8 (4.94%) Business Intelligence Consultant
13 8 (4.94%) Consultant
14 7 (4.32%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 22 (13.58%) .NET
2 14 (8.64%) ASP.NET
3 12 (7.41%) OpenDaylight
4 10 (6.17%) .NET Framework
5 9 (5.56%) HTML
6 8 (4.94%) CSS
6 8 (4.94%) Web Services
7 7 (4.32%) XML
8 5 (3.09%) Ajax
8 5 (3.09%) ASP.NET Web API
8 5 (3.09%) WinForms
9 4 (2.47%) REST
10 3 (1.85%) Node.js
10 3 (1.85%) SOAP
11 2 (1.23%) ASP.NET MVC
11 2 (1.23%) CSS3
11 2 (1.23%) EDI
11 2 (1.23%) HTML5
11 2 (1.23%) Middleware
11 2 (1.23%) Windows Identity Foundation
Miscellaneous
1 26 (16.05%) Management Information System
2 14 (8.64%) Analytical Skills
3 12 (7.41%) Data Centre
4 9 (5.56%) Credit Risk
5 3 (1.85%) Computer Science
6 2 (1.23%) Data Protection Act
6 2 (1.23%) Enterprise Software
7 1 (0.62%) Client/Server
7 1 (0.62%) Clustering
7 1 (0.62%) Fintech
7 1 (0.62%) Replication
Operating Systems
1 8 (4.94%) Windows
2 1 (0.62%) Linux
2 1 (0.62%) Unix
2 1 (0.62%) Windows Server
Processes & Methodologies
1 82 (50.62%) Business Intelligence
2 56 (34.57%) ETL
3 43 (26.54%) Analytics
4 27 (16.67%) Agile Software Development
5 25 (15.43%) TOGAF
6 24 (14.81%) Visualisation
7 21 (12.96%) Data Visualisation
8 20 (12.35%) E-Commerce
8 20 (12.35%) SDLC
9 19 (11.73%) Stakeholder Engagement
9 19 (11.73%) Stakeholder Management
10 15 (9.26%) Coaching
10 15 (9.26%) Presales
11 13 (8.02%) OO
12 12 (7.41%) Application Virtualisation
12 12 (7.41%) Business Analysis
12 12 (7.41%) Project Management
12 12 (7.41%) Use Case
13 11 (6.79%) Kimball Methodology
13 11 (6.79%) Mentoring
Programming Languages
1 82 (50.62%) SQL
2 34 (20.99%) T-SQL
3 21 (12.96%) C#
4 17 (10.49%) VB.NET
5 16 (9.88%) JavaScript
6 14 (8.64%) Python
7 12 (7.41%) Java
8 5 (3.09%) VBA
9 4 (2.47%) VB
10 3 (1.85%) Scala
11 1 (0.62%) OpenEdge ABL
11 1 (0.62%) PL/SQL
11 1 (0.62%) PowerShell
11 1 (0.62%) Progress 4GL
11 1 (0.62%) Shell Script
Qualifications
1 8 (4.94%) Degree
2 6 (3.70%) Microsoft Certification
3 2 (1.23%) ISEB
3 2 (1.23%) ISTQB
4 1 (0.62%) MCITP
4 1 (0.62%) MCSA
4 1 (0.62%) MCSE
Quality Assurance & Compliance
1 8 (4.94%) IFRS
1 8 (4.94%) IFRS 9
2 3 (1.85%) SLA
2 3 (1.85%) SNOMED CT
3 2 (1.23%) PCI DSS
4 1 (0.62%) QA
System Software
1 12 (7.41%) Docker
1 12 (7.41%) VMware Infrastructure
2 2 (1.23%) HDFS
3 1 (0.62%) Active Directory
3 1 (0.62%) Apache Flume
Systems Management
1 12 (7.41%) Ansible
2 1 (0.62%) Failover Clustering
2 1 (0.62%) SQL Sentry
Vendors
1 48 (29.63%) Microsoft
2 15 (9.26%) Oracle
3 14 (8.64%) SAP
4 13 (8.02%) VMware
5 12 (7.41%) Cisco
6 5 (3.09%) Splunk
7 4 (2.47%) Tableau
8 3 (1.85%) RedGate
9 1 (0.62%) Cloudera
9 1 (0.62%) Progress
9 1 (0.62%) Talend
Leeds, West Yorkshire
Reed Technology
Salary: £40000 - £50000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £45000 per annum
Posted: Yesterday
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: 6 days ago
Leeds, Yorkshire
Transition Partners
Posted: 5 days ago
Leeds, Yorkshire
Transition Partners
Posted: 5 days ago
Leeds, West Yorkshire
Engage PSG
Salary: £55000 - £70000 per annum
Posted: 6 days ago
Leeds, Yorkshire
Transition Partners
Salary: £50k + 10% Bonus
Posted: 5 days ago
Leeds
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: 9 days ago
Leeds
Computer Futures
Salary: competitive
Posted: 21 days ago