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

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 153 134 140
Rank change year-on-year
-19 +6
Permanent jobs citing Data Modelling 78 140 128
As % of all permanent IT jobs located in Yorkshire 1.41% 2.02% 1.82%
As % of the Processes & Methodologies category 1.58% 2.27% 2.14%
Number of salaries quoted 66 122 114
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 £27,050 £33,950 £32,500
10% offered a salary of more than £60,000 £65,000 £50,000
UK excluding London median salary £47,500 £47,500 £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
4944 6180 5995
As % of all permanent IT jobs located in Yorkshire 89.15% 89.27% 85.45%
Number of salaries quoted 4124 5037 4677
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 £29,000 £28,500
10% offered a salary of more than £62,500 £55,000 £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 25 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 25 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 -9 63 £45,000 -10.00% 14
North Yorkshire +17 12 £38,750 +7.63% 1
South Yorkshire +18 3 £47,500 - 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 25 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.

1 104 (52.79%) Business Intelligence
2 78 (39.59%) SQL
3 75 (38.07%) Data Warehouse
4 64 (32.49%) SQL Server
5 58 (29.44%) ETL
6 57 (28.93%) SQL Server Integration Services
7 49 (24.87%) SQL Server Reporting Services
8 48 (24.37%) Microsoft
9 47 (23.86%) Finance
10 46 (23.35%) Agile Software Development
10 46 (23.35%) SQL Server Analysis Services
11 44 (22.34%) Stakeholder Management
11 44 (22.34%) Analytics
12 43 (21.83%) Oracle
13 38 (19.29%) Analytical Skills
14 35 (17.77%) T-SQL
15 31 (15.74%) Data Quality
16 29 (14.72%) SDLC
16 29 (14.72%) Data Management
17 28 (14.21%) Business Analysis
17 28 (14.21%) MySQL
18 27 (13.71%) Project Management
19 25 (12.69%) BusinessObjects
19 25 (12.69%) Degree
19 25 (12.69%) QlikView
20 24 (12.18%) Software Delivery
20 24 (12.18%) Data Governance
21 23 (11.68%) Big Data
21 23 (11.68%) MS Office
22 22 (11.17%) JIRA

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 19 (9.64%) SAS
2 17 (8.63%) Confluence
3 13 (6.60%) Apache Spark
4 6 (3.05%) SharePoint
5 4 (2.03%) Apache Pig
5 4 (2.03%) OpenEdge
6 1 (0.51%) ArcGIS
Applications
1 23 (11.68%) MS Office
2 13 (6.60%) MS Visio
3 11 (5.58%) SPSS
4 8 (4.06%) MS Excel
5 2 (1.02%) Stata
Business Applications
1 2 (1.02%) Oracle EBS R12
1 2 (1.02%) Oracle ERP
2 1 (0.51%) Oracle 11i
Cloud Services
1 1 (0.51%) Amazon AWS
1 1 (0.51%) Microsoft Azure
Communications & Networking
1 3 (1.52%) Internet
1 3 (1.52%) Intranet
Database & Business Intelligence
1 75 (38.07%) Data Warehouse
2 64 (32.49%) SQL Server
3 57 (28.93%) SQL Server Integration Services
4 49 (24.87%) SQL Server Reporting Services
5 46 (23.35%) SQL Server Analysis Services
6 28 (14.21%) MySQL
7 25 (12.69%) BusinessObjects
7 25 (12.69%) QlikView
8 23 (11.68%) Big Data
9 17 (8.63%) Data Mining
9 17 (8.63%) Hadoop
9 17 (8.63%) Relational Database
10 14 (7.11%) DB2
11 12 (6.09%) SQL Server 2012
12 9 (4.57%) SQL Server 2014
13 8 (4.06%) Oracle OWB
13 8 (4.06%) Pentaho
14 7 (3.55%) MariaDB
14 7 (3.55%) Power BI
15 6 (3.05%) Apache Hive
Development Applications
1 22 (11.17%) JIRA
2 17 (8.63%) Balsamiq Mockups
3 6 (3.05%) ERwin
3 6 (3.05%) Team Foundation Server
4 5 (2.54%) Git (software)
4 5 (2.54%) Talend Open Studio
5 4 (2.03%) WebSpeed
6 2 (1.02%) JUnit
7 1 (0.51%) PowerDesigner
7 1 (0.51%) SQL Server Management Studio (SSMS)
7 1 (0.51%) Visual Studio
General
1 47 (23.86%) Finance
2 17 (8.63%) Retail
3 11 (5.58%) French Language
4 9 (4.57%) Automotive
5 6 (3.05%) Banking
5 6 (3.05%) Marketing
6 2 (1.02%) Telecoms
7 1 (0.51%) Advertising
7 1 (0.51%) Billing
7 1 (0.51%) Games
7 1 (0.51%) Manufacturing
Job Titles
1 64 (32.49%) Analyst
2 62 (31.47%) Developer
3 39 (19.80%) Business Analyst
4 17 (8.63%) Business Intelligence Developer
4 17 (8.63%) SQL Developer
4 17 (8.63%) Technical Analyst
4 17 (8.63%) Technical Business Analyst
5 16 (8.12%) Architect
5 16 (8.12%) Data Manager
6 13 (6.60%) Data Modeller
6 13 (6.60%) Senior Analyst
7 12 (6.09%) Database Developer
8 11 (5.58%) Senior Business Analyst
8 11 (5.58%) T-SQL Developer
9 10 (5.08%) Data Warehouse Developer
9 10 (5.08%) Senior Data Modeller
9 10 (5.08%) SQL Database Developer
10 9 (4.57%) Business Intelligence Manager
10 9 (4.57%) Lead Developer
10 9 (4.57%) Senior Developer
Libraries, Frameworks & Software Standards
1 14 (7.11%) .NET
2 9 (4.57%) Node.js
3 7 (3.55%) CakePHP
3 7 (3.55%) XML
4 6 (3.05%) Kafka
4 6 (3.05%) Web Services
5 5 (2.54%) HTML
6 4 (2.03%) MDX
6 4 (2.03%) Velocity
7 3 (1.52%) ODBC
8 2 (1.02%) Java EE
8 2 (1.02%) SOAP
9 1 (0.51%) CSS
9 1 (0.51%) DOM
9 1 (0.51%) jQuery
9 1 (0.51%) JSON
9 1 (0.51%) REST
9 1 (0.51%) WCF
Miscellaneous
1 38 (19.29%) Analytical Skills
2 20 (10.15%) Visualisation
3 13 (6.60%) Data Integration
3 13 (6.60%) Statistics
4 11 (5.58%) Management Information System
5 9 (4.57%) Mathematics
5 9 (4.57%) Neural Network
6 7 (3.55%) Economics
7 6 (3.05%) Credit Risk
7 6 (3.05%) Enterprise Software
8 5 (2.54%) Data Structures
9 4 (2.03%) Client/Server
10 2 (1.02%) Taxonomies
11 1 (0.51%) Data Protection Act
11 1 (0.51%) Driving Licence
11 1 (0.51%) FMCG
11 1 (0.51%) NHS
11 1 (0.51%) N-Tier
11 1 (0.51%) Replication
11 1 (0.51%) User Experience
Operating Systems
1 8 (4.06%) Windows
2 5 (2.54%) Linux
3 4 (2.03%) Unix
4 1 (0.51%) Red Hat Enterprise Linux
Processes & Methodologies
1 104 (52.79%) Business Intelligence
2 58 (29.44%) ETL
3 46 (23.35%) Agile Software Development
4 44 (22.34%) Analytics
4 44 (22.34%) Stakeholder Management
5 29 (14.72%) Data Management
5 29 (14.72%) SDLC
6 28 (14.21%) Business Analysis
7 27 (13.71%) Project Management
8 24 (12.18%) Data Governance
8 24 (12.18%) Software Delivery
9 21 (10.66%) Continuous Improvement
10 20 (10.15%) Data Analytics
10 20 (10.15%) UML
11 17 (8.63%) BPMN
11 17 (8.63%) Kimball Methodology
11 17 (8.63%) Presales
11 17 (8.63%) Requirements Analysis
11 17 (8.63%) User Acceptance Testing
12 16 (8.12%) CRM
Programming Languages
1 78 (39.59%) SQL
2 35 (17.77%) T-SQL
3 16 (8.12%) Java
4 11 (5.58%) Python
4 11 (5.58%) Scala
5 10 (5.08%) C#
6 5 (2.54%) JavaScript
6 5 (2.54%) PHP
7 4 (2.03%) OpenEdge ABL
7 4 (2.03%) Progress 4GL
7 4 (2.03%) R
8 3 (1.52%) Ruby
9 2 (1.02%) C
9 2 (1.02%) C++
9 2 (1.02%) Shell Script
9 2 (1.02%) VBA
10 1 (0.51%) Go
10 1 (0.51%) PL/SQL
10 1 (0.51%) PowerShell
10 1 (0.51%) VB
Qualifications
1 25 (12.69%) Degree
2 8 (4.06%) Microsoft Certification
3 6 (3.05%) ISEB
4 4 (2.03%) MCSA
4 4 (2.03%) MCSE
5 3 (1.52%) MCAD
6 1 (0.51%) ISTQB
6 1 (0.51%) MBA
Quality Assurance & Compliance
1 31 (15.74%) Data Quality
2 4 (2.03%) IAS 39
2 4 (2.03%) QA
3 2 (1.02%) SLA
System Software
1 13 (6.60%) Apache Flume
2 4 (2.03%) HDFS
Systems Management
1 1 (0.51%) Oracle EDQ
Vendors
1 48 (24.37%) Microsoft
2 43 (21.83%) Oracle
3 13 (6.60%) Cloudera
3 13 (6.60%) SAP
3 13 (6.60%) Tableau
4 12 (6.09%) Informatica
5 6 (3.05%) Hyperion
6 5 (2.54%) Talend
7 4 (2.03%) Ab Initio
7 4 (2.03%) Hortonworks
7 4 (2.03%) MapR
7 4 (2.03%) MicroStrategy
7 4 (2.03%) Netezza
7 4 (2.03%) Progress
7 4 (2.03%) Sun
7 4 (2.03%) Teradata
8 1 (0.51%) DataFlux
8 1 (0.51%) ESRI
8 1 (0.51%) Minitab
8 1 (0.51%) Sybase
Bradford, West Yorkshire
Rullion IT Plus
Salary: £30000 - £37000 per annum + Bonus + Health + Pension
Posted: 4 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 11 hours ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: 5 hours ago
Leeds, West Yorkshire
Oxbridge Answers
Salary: 50000 - 55000
Posted: 3 days ago
Leeds, West Yorkshire
Oxbridge Answers
Salary: 40000 - 45000
Posted: 3 days ago
Leeds, West Yorkshire
Lorien Resourcing
Salary: £40000 - £45000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 6 days ago
Leeds
Searchability
Salary: £45000 - £50000 per annum + benefits
Posted: 7 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 6 days ago
Leeds
Capita plc
Salary: £30000 - £34000 per annum + Benefits
Posted: 7 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: 6 days ago
Harrogate
360 Resourcing
Salary: up to £35,000 per annum
Posted: 24 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary + Car + Benefits
Posted: 18 days ago
Rotherham
Capita plc
Salary: £30000 - £34000 per annum + Benefits
Posted: 21 days ago