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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 165 124 157
Rank change year-on-year
-41 +33
Permanent jobs citing Data Modelling 71 143 123
As % of all permanent IT jobs located in Yorkshire 1.24% 2.17% 1.68%
As % of the Processes & Methodologies category 1.40% 2.41% 1.96%
Number of salaries quoted 61 112 113
Median salary £45,000 £50,000 £45,000
Median salary % change year-on-year
-10.00% +11.11%
90% offered a salary of more than £28,500 £40,000 £35,000
10% offered a salary of more than £60,000 £65,000 £62,000
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
5072 5923 6268
As % of all permanent IT jobs located in Yorkshire 88.73% 89.82% 85.58%
Number of salaries quoted 4128 4788 4877
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 £27,500
10% offered a salary of more than £65,000 £55,000 £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 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 27 September 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 27 September 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 -22 58 £45,000 -10.00% 13
North Yorkshire +2 8 £36,250 -14.70%
South Yorkshire +3 4 £40,500 -5.81% 3
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 27 September 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 84 (49.70%) Business Intelligence
2 74 (43.79%) SQL
3 64 (37.87%) SQL Server
4 50 (29.59%) ETL
4 50 (29.59%) SQL Server Integration Services
5 45 (26.63%) Oracle
6 43 (25.44%) SQL Server Analysis Services
7 42 (24.85%) SQL Server Reporting Services
7 42 (24.85%) Data Warehouse
8 40 (23.67%) Microsoft
9 39 (23.08%) Analytics
10 37 (21.89%) Agile Software Development
10 37 (21.89%) Big Data
11 36 (21.30%) T-SQL
12 33 (19.53%) Analytical Skills
13 29 (17.16%) Stakeholder Management
13 29 (17.16%) Visualisation
14 25 (14.79%) MySQL
14 25 (14.79%) SAS
14 25 (14.79%) Hadoop
15 24 (14.20%) Data Management
16 22 (13.02%) Business Analysis
16 22 (13.02%) Data Visualisation
16 22 (13.02%) Data Mining
16 22 (13.02%) Java
17 21 (12.43%) Finance
17 21 (12.43%) Retail
18 20 (11.83%) Degree
18 20 (11.83%) QlikView
18 20 (11.83%) Kimball Methodology

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 25 (14.79%) SAS
2 18 (10.65%) Apache Spark
3 11 (6.51%) Confluence
4 2 (1.18%) Apache Pig
4 2 (1.18%) Elasticsearch
4 2 (1.18%) OpenEdge
Applications
1 18 (10.65%) SPSS
2 17 (10.06%) MS Office
3 11 (6.51%) MS Excel
4 9 (5.33%) MS Visio
5 2 (1.18%) Stata
Business Applications
1 1 (0.59%) Oracle 11i
1 1 (0.59%) Oracle EBS R12
1 1 (0.59%) Oracle ERP
Cloud Services
1 3 (1.78%) Amazon AWS
2 1 (0.59%) Microsoft Azure
Communications & Networking
1 5 (2.96%) Internet
1 5 (2.96%) Intranet
2 4 (2.37%) Extranet
Database & Business Intelligence
1 64 (37.87%) SQL Server
2 50 (29.59%) SQL Server Integration Services
3 43 (25.44%) SQL Server Analysis Services
4 42 (24.85%) Data Warehouse
4 42 (24.85%) SQL Server Reporting Services
5 37 (21.89%) Big Data
6 25 (14.79%) Hadoop
6 25 (14.79%) MySQL
7 22 (13.02%) Data Mining
8 20 (11.83%) QlikView
9 17 (10.06%) BusinessObjects
10 16 (9.47%) DB2
10 16 (9.47%) Relational Database
11 11 (6.51%) Power BI
12 10 (5.92%) Oracle Database
13 9 (5.33%) RDBMS
14 8 (4.73%) SQL Server 2014
15 7 (4.14%) SAP Data Services
16 6 (3.55%) Biml
17 4 (2.37%) SQL Server 2012
Development Applications
1 17 (10.06%) JIRA
2 11 (6.51%) Balsamiq Mockups
3 6 (3.55%) Git (software)
4 4 (2.37%) Team Foundation Server
5 2 (1.18%) Oracle Forms
5 2 (1.18%) Talend Open Studio
5 2 (1.18%) WebSpeed
6 1 (0.59%) ERwin
6 1 (0.59%) JUnit
6 1 (0.59%) PowerDesigner
General
1 21 (12.43%) Finance
1 21 (12.43%) Retail
2 14 (8.28%) Banking
2 14 (8.28%) French Language
3 12 (7.10%) Automotive
4 2 (1.18%) Marketing
5 1 (0.59%) Advertising
5 1 (0.59%) Games
5 1 (0.59%) Manufacturing
Job Titles
1 61 (36.09%) Developer
2 50 (29.59%) Analyst
3 27 (15.98%) Business Analyst
4 19 (11.24%) Architect
5 14 (8.28%) Consultant
6 13 (7.69%) Business Intelligence Consultant
6 13 (7.69%) Business Intelligence Developer
6 13 (7.69%) SQL Developer
7 12 (7.10%) Data Modeller
7 12 (7.10%) Database Developer
7 12 (7.10%) Lead Developer
7 12 (7.10%) Technical Analyst
8 11 (6.51%) Software Developer
8 11 (6.51%) Technical Business Analyst
9 10 (5.92%) Business Consultant
9 10 (5.92%) ETL Developer
9 10 (5.92%) Lead Software Developer
9 10 (5.92%) Senior Developer
9 10 (5.92%) Solutions Architect
9 10 (5.92%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 16 (9.47%) .NET
2 12 (7.10%) Node.js
3 9 (5.33%) XML
4 5 (2.96%) MDX
5 4 (2.37%) .NET Framework
5 4 (2.37%) Java EE
5 4 (2.37%) SOAP
6 3 (1.78%) HTML
6 3 (1.78%) Web Services
7 1 (0.59%) ASP.NET
7 1 (0.59%) CSS
7 1 (0.59%) DOM
7 1 (0.59%) jQuery
7 1 (0.59%) JSON
7 1 (0.59%) Kafka
7 1 (0.59%) REST
7 1 (0.59%) WCF
Miscellaneous
1 33 (19.53%) Analytical Skills
2 29 (17.16%) Visualisation
3 19 (11.24%) Statistics
4 15 (8.88%) Data Integration
5 14 (8.28%) Credit Risk
6 13 (7.69%) Mathematics
7 12 (7.10%) Neural Network
8 10 (5.92%) Economics
9 8 (4.73%) Management Information System
10 6 (3.55%) Enterprise Software
11 2 (1.18%) Client/Server
11 2 (1.18%) Replication
12 1 (0.59%) Data Extraction
12 1 (0.59%) Data Protection Act
12 1 (0.59%) Data Structures
12 1 (0.59%) Driving Licence
12 1 (0.59%) FMCG
12 1 (0.59%) NHS
12 1 (0.59%) N-Tier
12 1 (0.59%) User Experience
Operating Systems
1 3 (1.78%) Windows
2 1 (0.59%) Linux
2 1 (0.59%) Unix
Processes & Methodologies
1 84 (49.70%) Business Intelligence
2 50 (29.59%) ETL
3 39 (23.08%) Analytics
4 37 (21.89%) Agile Software Development
5 29 (17.16%) Stakeholder Management
6 24 (14.20%) Data Management
7 22 (13.02%) Business Analysis
7 22 (13.02%) Data Visualisation
8 20 (11.83%) Kimball Methodology
9 18 (10.65%) SDLC
10 17 (10.06%) Data Analytics
11 15 (8.88%) Unit Testing
11 15 (8.88%) Use Case
11 15 (8.88%) User Acceptance Testing
12 14 (8.28%) Business Development
12 14 (8.28%) Data Governance
12 14 (8.28%) Mentoring
13 13 (7.69%) Logical Data Model
13 13 (7.69%) Presales
13 13 (7.69%) Software Delivery
Programming Languages
1 74 (43.79%) SQL
2 36 (21.30%) T-SQL
3 22 (13.02%) Java
4 19 (11.24%) Python
5 15 (8.88%) C#
5 15 (8.88%) Scala
6 5 (2.96%) VB.NET
7 4 (2.37%) R
8 3 (1.78%) JavaScript
8 3 (1.78%) Ruby
9 2 (1.18%) OpenEdge ABL
9 2 (1.18%) Progress 4GL
9 2 (1.18%) Shell Script
10 1 (0.59%) C
10 1 (0.59%) C++
10 1 (0.59%) Go
10 1 (0.59%) PHP
10 1 (0.59%) PL/SQL
10 1 (0.59%) VB
Qualifications
1 20 (11.83%) Degree
2 5 (2.96%) Microsoft Certification
3 4 (2.37%) MCSA
3 4 (2.37%) MCSE
4 3 (1.78%) ISEB
5 1 (0.59%) ISTQB
Quality Assurance & Compliance
1 16 (9.47%) Data Quality
2 3 (1.78%) QA
3 1 (0.59%) IAS 39
System Software
1 12 (7.10%) Apache Flume
2 2 (1.18%) HDFS
Vendors
1 45 (26.63%) Oracle
2 40 (23.67%) Microsoft
3 14 (8.28%) SAP
4 12 (7.10%) Cloudera
5 8 (4.73%) Tableau
6 4 (2.37%) MicroStrategy
6 4 (2.37%) Sun
7 3 (1.78%) IBM
7 3 (1.78%) Sybase
8 2 (1.18%) HP
8 2 (1.18%) Hyperion
8 2 (1.18%) Informatica
8 2 (1.18%) Progress
8 2 (1.18%) Salesforce.com
8 2 (1.18%) Talend
9 1 (0.59%) Ab Initio
9 1 (0.59%) CA
9 1 (0.59%) Cognizant
9 1 (0.59%) IDERA
Leeds, West Yorkshire
Calibre Search Ltd
Salary: £50000 - £60000.00 per annum
Posted: 1 hour ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 1 hour ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 3 hours ago
Leeds
Department for Work and Pensions
Salary: Up to £38,380
Posted: Yesterday
Leeds, West Yorkshire
CoreCom Consulting
Salary: £25000 - £32000 per annum + Benefits
Posted: 4 days ago
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £45000 per annum + benefits
Posted: 4 days ago
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: 6 days ago
Sheffield, South Yorkshire
Searchability
Salary: £40000 - £45000 per annum + benefits
Posted: 4 days ago
Leeds, West Yorkshire
Mortimer Spinks
Salary: £18000 - £24000 per annum + Plus benefits
Posted: 4 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £40,000 per annum
Posted: 6 days ago
Leeds, West Yorkshire
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 4 days ago
Leeds, West Yorkshire
Jet2.com
Salary: Excellent
Posted: 18 days ago