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 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 138 116 131
Rank change year-on-year
-22 +15
Permanent jobs citing Data Modelling 58 100 100
As % of all permanent IT jobs located in West Yorkshire 1.50% 2.15% 1.97%
As % of the Processes & Methodologies category 1.65% 2.37% 2.30%
Number of salaries quoted 54 78 93
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 £26,750 £40,000 £35,000
10% offered a salary of more than £60,000 £65,250 £60,000
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
3519 4216 4351
As % of all permanent IT jobs located in West Yorkshire 90.74% 90.82% 85.84%
Number of salaries quoted 2941 3331 3356
Median salary £45,000 £44,000 £40,000
Median salary % change year-on-year
+2.27% +10.00%
90% offered a salary of more than £31,500 £30,000 £27,500
10% offered a salary of more than £65,000 £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 27 September 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 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
Leeds -4 46 £45,000 -10.00% 12
Bradford -19 9 £45,000 -28.00%
Halifax -16 2 £70,000 +64.70% 1
Wakefield - 1 £28,500 -
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West 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 West Yorkshire region with a requirement for Data Modelling.

1 66 (47.48%) Business Intelligence
2 54 (38.85%) SQL Server
3 52 (37.41%) SQL
4 38 (27.34%) Oracle
4 38 (27.34%) ETL
4 38 (27.34%) Data Warehouse
5 37 (26.62%) SQL Server Integration Services
6 36 (25.90%) Microsoft
6 36 (25.90%) Agile Software Development
7 35 (25.18%) Analytics
8 34 (24.46%) Big Data
9 31 (22.30%) SQL Server Analysis Services
10 30 (21.58%) SQL Server Reporting Services
11 29 (20.86%) Stakeholder Management
11 29 (20.86%) Visualisation
12 25 (17.99%) SAS
12 25 (17.99%) MySQL
12 25 (17.99%) Hadoop
13 22 (15.83%) Data Visualisation
13 22 (15.83%) Business Analysis
13 22 (15.83%) Data Mining
14 21 (15.11%) Java
14 21 (15.11%) Analytical Skills
15 20 (14.39%) Finance
15 20 (14.39%) Retail
16 19 (13.67%) T-SQL
16 19 (13.67%) Statistics
16 19 (13.67%) Degree
16 19 (13.67%) QlikView
17 18 (12.95%) Apache Spark

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 25 (17.99%) SAS
2 18 (12.95%) Apache Spark
3 11 (7.91%) Confluence
4 2 (1.44%) Apache Pig
4 2 (1.44%) Elasticsearch
4 2 (1.44%) OpenEdge
Applications
1 18 (12.95%) SPSS
2 17 (12.23%) MS Office
3 9 (6.47%) MS Excel
3 9 (6.47%) MS Visio
4 2 (1.44%) Stata
Cloud Services
1 1 (0.72%) Amazon AWS
1 1 (0.72%) Microsoft Azure
Communications & Networking
1 5 (3.60%) Internet
1 5 (3.60%) Intranet
2 4 (2.88%) Extranet
Database & Business Intelligence
1 54 (38.85%) SQL Server
2 38 (27.34%) Data Warehouse
3 37 (26.62%) SQL Server Integration Services
4 34 (24.46%) Big Data
5 31 (22.30%) SQL Server Analysis Services
6 30 (21.58%) SQL Server Reporting Services
7 25 (17.99%) Hadoop
7 25 (17.99%) MySQL
8 22 (15.83%) Data Mining
9 19 (13.67%) QlikView
10 16 (11.51%) DB2
11 13 (9.35%) Relational Database
12 11 (7.91%) Power BI
13 9 (6.47%) RDBMS
14 8 (5.76%) Oracle Database
15 7 (5.04%) SQL Server 2014
16 6 (4.32%) Biml
17 5 (3.60%) BusinessObjects
18 4 (2.88%) SQL Server 2012
19 3 (2.16%) HBase
Development Applications
1 17 (12.23%) JIRA
2 11 (7.91%) Balsamiq Mockups
3 6 (4.32%) Git (software)
4 4 (2.88%) Team Foundation Server
5 2 (1.44%) Talend Open Studio
5 2 (1.44%) WebSpeed
6 1 (0.72%) JUnit
General
1 20 (14.39%) Finance
1 20 (14.39%) Retail
2 14 (10.07%) Banking
2 14 (10.07%) French Language
3 12 (8.63%) Automotive
4 2 (1.44%) Marketing
5 1 (0.72%) Advertising
5 1 (0.72%) Games
Job Titles
1 44 (31.65%) Developer
2 42 (30.22%) Analyst
3 27 (19.42%) Business Analyst
4 16 (11.51%) Architect
5 14 (10.07%) Consultant
6 13 (9.35%) Business Intelligence Consultant
7 12 (8.63%) Lead Developer
7 12 (8.63%) Technical Analyst
8 11 (7.91%) Data Modeller
8 11 (7.91%) Software Developer
8 11 (7.91%) Technical Business Analyst
9 10 (7.19%) Business Consultant
9 10 (7.19%) Lead Software Developer
9 10 (7.19%) Senior Data Modeller
9 10 (7.19%) Solutions Architect
10 9 (6.47%) Business Intelligence Developer
10 9 (6.47%) Java Software Developer
10 9 (6.47%) Lead Java Developer
10 9 (6.47%) Senior Analyst
10 9 (6.47%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 15 (10.79%) .NET
2 12 (8.63%) Node.js
3 9 (6.47%) XML
4 5 (3.60%) MDX
5 4 (2.88%) .NET Framework
5 4 (2.88%) Java EE
5 4 (2.88%) SOAP
6 3 (2.16%) Web Services
7 2 (1.44%) HTML
8 1 (0.72%) ASP.NET
8 1 (0.72%) JSON
8 1 (0.72%) Kafka
8 1 (0.72%) WCF
Miscellaneous
1 29 (20.86%) Visualisation
2 21 (15.11%) Analytical Skills
3 19 (13.67%) Statistics
4 14 (10.07%) Credit Risk
4 14 (10.07%) Data Integration
5 13 (9.35%) Mathematics
6 12 (8.63%) Neural Network
7 10 (7.19%) Economics
8 8 (5.76%) Management Information System
9 6 (4.32%) Enterprise Software
10 2 (1.44%) Client/Server
10 2 (1.44%) Replication
11 1 (0.72%) Data Extraction
11 1 (0.72%) Data Protection Act
11 1 (0.72%) NHS
11 1 (0.72%) N-Tier
Operating Systems
1 2 (1.44%) Windows
2 1 (0.72%) Linux
2 1 (0.72%) Unix
Processes & Methodologies
1 66 (47.48%) Business Intelligence
2 38 (27.34%) ETL
3 36 (25.90%) Agile Software Development
4 35 (25.18%) Analytics
5 29 (20.86%) Stakeholder Management
6 22 (15.83%) Business Analysis
6 22 (15.83%) Data Visualisation
7 18 (12.95%) Kimball Methodology
8 17 (12.23%) Data Analytics
8 17 (12.23%) Data Management
9 15 (10.79%) SDLC
9 15 (10.79%) Unit Testing
9 15 (10.79%) Use Case
9 15 (10.79%) User Acceptance Testing
10 14 (10.07%) Business Development
11 13 (9.35%) Change Management
12 12 (8.63%) Logical Data Model
12 12 (8.63%) Predictive Modelling
12 12 (8.63%) Project Management
12 12 (8.63%) UML
Programming Languages
1 52 (37.41%) SQL
2 21 (15.11%) Java
3 19 (13.67%) T-SQL
4 18 (12.95%) Python
5 15 (10.79%) Scala
6 14 (10.07%) C#
7 5 (3.60%) VB.NET
8 4 (2.88%) R
9 2 (1.44%) JavaScript
9 2 (1.44%) OpenEdge ABL
9 2 (1.44%) Progress 4GL
9 2 (1.44%) Ruby
9 2 (1.44%) Shell Script
10 1 (0.72%) C
10 1 (0.72%) C++
10 1 (0.72%) Go
10 1 (0.72%) PL/SQL
10 1 (0.72%) VB
Qualifications
1 19 (13.67%) Degree
2 5 (3.60%) Microsoft Certification
3 4 (2.88%) MCSA
3 4 (2.88%) MCSE
4 2 (1.44%) ISEB
Quality Assurance & Compliance
1 15 (10.79%) Data Quality
2 3 (2.16%) QA
3 1 (0.72%) IAS 39
System Software
1 12 (8.63%) Apache Flume
2 2 (1.44%) HDFS
Vendors
1 38 (27.34%) Oracle
2 36 (25.90%) Microsoft
3 12 (8.63%) Cloudera
4 8 (5.76%) Tableau
5 4 (2.88%) MicroStrategy
5 4 (2.88%) SAP
5 4 (2.88%) Sun
6 2 (1.44%) Progress
6 2 (1.44%) Sybase
6 2 (1.44%) Talend
7 1 (0.72%) Ab Initio
7 1 (0.72%) Hyperion
7 1 (0.72%) IBM
7 1 (0.72%) Informatica
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
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: 6 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
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Leeds, West Yorkshire
Jet2.com
Salary: Excellent
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