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

3 months to
31 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 134 126 135
Rank change year-on-year
-8 +9
Permanent jobs citing Data Modelling 64 92 89
As % of all permanent IT jobs located in West Yorkshire 1.64% 1.93% 1.82%
As % of the Processes & Methodologies category 1.81% 2.14% 2.09%
Number of salaries quoted 58 82 88
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 £26,000 £35,000 £32,500
10% offered a salary of more than £60,000 £65,000 £55,000
UK excluding London median salary £47,500 £47,500 £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
3541 4302 4265
As % of all permanent IT jobs located in West Yorkshire 90.66% 90.11% 87.29%
Number of salaries quoted 3004 3416 3380
Median salary £44,000 £45,000 £40,000
Median salary % change year-on-year
-2.22% +12.50%
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £65,000 £56,250 £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 31 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 31 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 +7 55 £45,000 -10.00% 7
Bradford -2 7 £45,000 - 3
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 31 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 77 (50.99%) Business Intelligence
2 57 (37.75%) Data Warehouse
3 53 (35.10%) SQL
4 49 (32.45%) SQL Server
5 45 (29.80%) ETL
6 43 (28.48%) SQL Server Integration Services
7 42 (27.81%) Agile Software Development
8 41 (27.15%) Microsoft
9 38 (25.17%) Oracle
10 37 (24.50%) Stakeholder Management
11 35 (23.18%) SQL Server Reporting Services
12 32 (21.19%) SQL Server Analysis Services
12 32 (21.19%) Analytics
13 31 (20.53%) Finance
14 27 (17.88%) MySQL
15 26 (17.22%) QlikView
15 26 (17.22%) Analytical Skills
15 26 (17.22%) SDLC
16 24 (15.89%) MS Office
17 23 (15.23%) JIRA
17 23 (15.23%) Big Data
18 22 (14.57%) Data Quality
18 22 (14.57%) Business Analysis
18 22 (14.57%) Software Delivery
19 20 (13.25%) Visualisation
19 20 (13.25%) Project Management
20 19 (12.58%) SAS
21 18 (11.92%) Data Mining
21 18 (11.92%) UML
21 18 (11.92%) Data Management

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 19 (12.58%) SAS
2 17 (11.26%) Confluence
3 14 (9.27%) Apache Spark
4 4 (2.65%) Apache Pig
4 4 (2.65%) OpenEdge
5 3 (1.99%) SharePoint
Applications
1 24 (15.89%) MS Office
2 13 (8.61%) MS Visio
3 10 (6.62%) SPSS
4 2 (1.32%) MS Excel
4 2 (1.32%) Stata
Cloud Services
1 1 (0.66%) Amazon AWS
1 1 (0.66%) Microsoft Azure
Database & Business Intelligence
1 57 (37.75%) Data Warehouse
2 49 (32.45%) SQL Server
3 43 (28.48%) SQL Server Integration Services
4 35 (23.18%) SQL Server Reporting Services
5 32 (21.19%) SQL Server Analysis Services
6 27 (17.88%) MySQL
7 26 (17.22%) QlikView
8 23 (15.23%) Big Data
9 18 (11.92%) Data Mining
9 18 (11.92%) Hadoop
10 15 (9.93%) DB2
11 13 (8.61%) BusinessObjects
12 12 (7.95%) Relational Database
13 10 (6.62%) Power BI
13 10 (6.62%) SQL Server 2014
14 9 (5.96%) SQL Server 2012
15 6 (3.97%) Apache Hive
15 6 (3.97%) Biml
15 6 (3.97%) Oracle OWB
15 6 (3.97%) RDBMS
Development Applications
1 23 (15.23%) JIRA
2 17 (11.26%) Balsamiq Mockups
3 6 (3.97%) Git (software)
3 6 (3.97%) Team Foundation Server
4 5 (3.31%) Talend Open Studio
5 4 (2.65%) ERwin
5 4 (2.65%) WebSpeed
6 2 (1.32%) JUnit
General
1 31 (20.53%) Finance
2 13 (8.61%) Retail
3 11 (7.28%) French Language
4 9 (5.96%) Automotive
5 6 (3.97%) Banking
6 5 (3.31%) Marketing
7 1 (0.66%) Advertising
7 1 (0.66%) Billing
7 1 (0.66%) Games
7 1 (0.66%) Telecoms
Job Titles
1 50 (33.11%) Analyst
2 42 (27.81%) Developer
3 35 (23.18%) Business Analyst
4 17 (11.26%) Technical Analyst
4 17 (11.26%) Technical Business Analyst
5 16 (10.60%) Architect
6 11 (7.28%) Data Modeller
6 11 (7.28%) Data Warehouse Developer
7 10 (6.62%) Lead Developer
7 10 (6.62%) Senior Data Modeller
8 9 (5.96%) Software Developer
8 9 (5.96%) Solutions Architect
9 8 (5.30%) Business Intelligence Developer
9 8 (5.30%) Consultant
9 8 (5.30%) Data Manager
9 8 (5.30%) Lead Software Developer
9 8 (5.30%) Senior Analyst
9 8 (5.30%) Senior Business Analyst
9 8 (5.30%) SSIS Developer
10 7 (4.64%) SSRS Developer
Libraries, Frameworks & Software Standards
1 12 (7.95%) .NET
2 10 (6.62%) Node.js
3 8 (5.30%) XML
4 6 (3.97%) Kafka
4 6 (3.97%) Web Services
5 5 (3.31%) CakePHP
5 5 (3.31%) MDX
6 4 (2.65%) HTML
6 4 (2.65%) Velocity
7 3 (1.99%) ODBC
8 2 (1.32%) Java EE
8 2 (1.32%) SOAP
9 1 (0.66%) JSON
9 1 (0.66%) WCF
Miscellaneous
1 26 (17.22%) Analytical Skills
2 20 (13.25%) Visualisation
3 15 (9.93%) Statistics
4 11 (7.28%) Data Integration
5 10 (6.62%) Management Information System
6 9 (5.96%) Mathematics
6 9 (5.96%) Neural Network
7 7 (4.64%) Economics
8 6 (3.97%) Credit Risk
8 6 (3.97%) Enterprise Software
9 4 (2.65%) Client/Server
9 4 (2.65%) Data Structures
10 2 (1.32%) Taxonomies
11 1 (0.66%) Data Protection Act
11 1 (0.66%) NHS
11 1 (0.66%) N-Tier
11 1 (0.66%) Replication
Operating Systems
1 7 (4.64%) Windows
2 5 (3.31%) Linux
3 4 (2.65%) Unix
4 1 (0.66%) Red Hat Enterprise Linux
Processes & Methodologies
1 77 (50.99%) Business Intelligence
2 45 (29.80%) ETL
3 42 (27.81%) Agile Software Development
4 37 (24.50%) Stakeholder Management
5 32 (21.19%) Analytics
6 26 (17.22%) SDLC
7 22 (14.57%) Business Analysis
7 22 (14.57%) Software Delivery
8 20 (13.25%) Project Management
9 18 (11.92%) Data Management
9 18 (11.92%) UML
10 17 (11.26%) BPMN
10 17 (11.26%) Presales
10 17 (11.26%) Requirements Analysis
10 17 (11.26%) User Acceptance Testing
11 16 (10.60%) Kimball Methodology
12 15 (9.93%) Data Visualisation
13 14 (9.27%) Data Governance
14 13 (8.61%) Data Analytics
15 12 (7.95%) Logical Data Model
Programming Languages
1 53 (35.10%) SQL
2 17 (11.26%) T-SQL
3 16 (10.60%) Java
4 12 (7.95%) Scala
5 10 (6.62%) Python
6 9 (5.96%) C#
7 4 (2.65%) JavaScript
7 4 (2.65%) OpenEdge ABL
7 4 (2.65%) Progress 4GL
7 4 (2.65%) R
8 3 (1.99%) PHP
8 3 (1.99%) Shell Script
9 2 (1.32%) C
9 2 (1.32%) C++
9 2 (1.32%) Ruby
9 2 (1.32%) VBA
10 1 (0.66%) Go
10 1 (0.66%) PL/SQL
10 1 (0.66%) PowerShell
Qualifications
1 17 (11.26%) Degree
2 5 (3.31%) Microsoft Certification
3 4 (2.65%) MCSA
3 4 (2.65%) MCSE
4 2 (1.32%) ISEB
5 1 (0.66%) MBA
Quality Assurance & Compliance
1 22 (14.57%) Data Quality
2 5 (3.31%) QA
3 4 (2.65%) IAS 39
4 2 (1.32%) SLA
System Software
1 14 (9.27%) Apache Flume
2 4 (2.65%) HDFS
Systems Management
1 1 (0.66%) Oracle EDQ
Vendors
1 41 (27.15%) Microsoft
2 38 (25.17%) Oracle
3 15 (9.93%) Tableau
4 14 (9.27%) Cloudera
5 10 (6.62%) Informatica
6 6 (3.97%) SAP
7 5 (3.31%) Talend
8 4 (2.65%) Ab Initio
8 4 (2.65%) Hortonworks
8 4 (2.65%) Hyperion
8 4 (2.65%) MapR
8 4 (2.65%) MicroStrategy
8 4 (2.65%) Netezza
8 4 (2.65%) Progress
8 4 (2.65%) Sun
8 4 (2.65%) Teradata
9 1 (0.66%) DataFlux
9 1 (0.66%) Datanomic
9 1 (0.66%) IBM
9 1 (0.66%) Red Hat
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