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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 125 123 131
Rank change year-on-year
-2 +8
Permanent jobs citing Data Modelling 69 92 91
As % of all permanent IT jobs located in West Yorkshire 1.75% 1.99% 1.86%
As % of the Processes & Methodologies category 1.92% 2.18% 2.17%
Number of salaries quoted 63 80 86
Median salary £42,500 £50,000 £45,000
Median salary % change year-on-year
-15.00% +11.11%
90% offered a salary of more than £26,000 £40,000 £32,500
10% offered a salary of more than £60,000 £67,750 £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
3589 4214 4201
As % of all permanent IT jobs located in West Yorkshire 90.77% 91.33% 86.05%
Number of salaries quoted 3026 3370 3256
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £30,500 £30,000 £27,500
10% offered a salary of more than £67,500 £55,000 £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 30 August 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 30 August 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 +8 57 £42,500 -15.00% 9
Bradford -10 8 £39,250 -12.77%
Wakefield - 1 £28,500 - 1
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 30 August 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 70 (48.61%) Business Intelligence
2 50 (34.72%) SQL Server
3 48 (33.33%) SQL
4 41 (28.47%) Agile Software Development
4 41 (28.47%) Data Warehouse
4 41 (28.47%) SQL Server Integration Services
5 40 (27.78%) Oracle
6 38 (26.39%) ETL
7 37 (25.69%) Analytics
8 35 (24.31%) Microsoft
9 33 (22.92%) Big Data
10 32 (22.22%) Stakeholder Management
11 31 (21.53%) SQL Server Reporting Services
12 29 (20.14%) SQL Server Analysis Services
13 28 (19.44%) Visualisation
14 26 (18.06%) Analytical Skills
15 25 (17.36%) QlikView
15 25 (17.36%) Finance
15 25 (17.36%) SAS
16 24 (16.67%) MySQL
16 24 (16.67%) Hadoop
17 22 (15.28%) Data Visualisation
17 22 (15.28%) Business Analysis
17 22 (15.28%) Data Mining
18 21 (14.58%) Degree
19 20 (13.89%) Data Quality
19 20 (13.89%) Java
20 19 (13.19%) T-SQL
20 19 (13.19%) MS Office
20 19 (13.19%) Data Analytics

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 (17.36%) SAS
2 18 (12.50%) Apache Spark
3 13 (9.03%) Confluence
4 4 (2.78%) Apache Pig
4 4 (2.78%) OpenEdge
5 2 (1.39%) Elasticsearch
6 1 (0.69%) SharePoint
Applications
1 19 (13.19%) MS Office
2 16 (11.11%) SPSS
3 10 (6.94%) MS Visio
4 6 (4.17%) MS Excel
5 2 (1.39%) Stata
Cloud Services
1 1 (0.69%) Amazon AWS
1 1 (0.69%) Microsoft Azure
Database & Business Intelligence
1 50 (34.72%) SQL Server
2 41 (28.47%) Data Warehouse
2 41 (28.47%) SQL Server Integration Services
3 33 (22.92%) Big Data
4 31 (21.53%) SQL Server Reporting Services
5 29 (20.14%) SQL Server Analysis Services
6 25 (17.36%) QlikView
7 24 (16.67%) Hadoop
7 24 (16.67%) MySQL
8 22 (15.28%) Data Mining
9 16 (11.11%) DB2
10 15 (10.42%) Relational Database
11 11 (7.64%) Power BI
12 9 (6.25%) BusinessObjects
12 9 (6.25%) RDBMS
13 7 (4.86%) Oracle Database
13 7 (4.86%) SQL Server 2014
14 6 (4.17%) Apache Hive
14 6 (4.17%) Biml
15 5 (3.47%) SQL Server 2012
Development Applications
1 19 (13.19%) JIRA
2 13 (9.03%) Balsamiq Mockups
3 6 (4.17%) Git (software)
3 6 (4.17%) Team Foundation Server
4 5 (3.47%) Talend Open Studio
5 4 (2.78%) WebSpeed
6 2 (1.39%) JUnit
7 1 (0.69%) ERwin
General
1 25 (17.36%) Finance
2 18 (12.50%) Retail
3 14 (9.72%) French Language
4 12 (8.33%) Automotive
4 12 (8.33%) Banking
5 2 (1.39%) Marketing
6 1 (0.69%) Advertising
6 1 (0.69%) Games
Job Titles
1 46 (31.94%) Analyst
2 42 (29.17%) Developer
3 30 (20.83%) Business Analyst
4 15 (10.42%) Architect
5 14 (9.72%) Consultant
5 14 (9.72%) Technical Analyst
6 13 (9.03%) Technical Business Analyst
7 11 (7.64%) Business Intelligence Consultant
7 11 (7.64%) Lead Developer
8 10 (6.94%) Data Modeller
8 10 (6.94%) Senior Data Modeller
8 10 (6.94%) Software Developer
8 10 (6.94%) Solutions Architect
9 9 (6.25%) Analytics Consultant
9 9 (6.25%) Lead Software Developer
9 9 (6.25%) Senior Analyst
9 9 (6.25%) Senior Business Analyst
10 8 (5.56%) Business Consultant
10 8 (5.56%) Data Warehouse Developer
10 8 (5.56%) Java Developer
Libraries, Frameworks & Software Standards
1 12 (8.33%) .NET
2 11 (7.64%) Node.js
2 11 (7.64%) XML
3 5 (3.47%) Kafka
3 5 (3.47%) MDX
3 5 (3.47%) Web Services
4 4 (2.78%) HTML
4 4 (2.78%) Java EE
4 4 (2.78%) SOAP
5 3 (2.08%) Velocity
6 1 (0.69%) JSON
6 1 (0.69%) WCF
Miscellaneous
1 28 (19.44%) Visualisation
2 26 (18.06%) Analytical Skills
3 19 (13.19%) Statistics
4 13 (9.03%) Mathematics
5 12 (8.33%) Credit Risk
5 12 (8.33%) Data Integration
5 12 (8.33%) Neural Network
6 10 (6.94%) Economics
7 9 (6.25%) Management Information System
8 8 (5.56%) Enterprise Software
9 4 (2.78%) Client/Server
10 2 (1.39%) Replication
11 1 (0.69%) Data Extraction
11 1 (0.69%) Data Protection Act
11 1 (0.69%) NHS
11 1 (0.69%) N-Tier
11 1 (0.69%) Taxonomies
Operating Systems
1 4 (2.78%) Windows
2 1 (0.69%) Linux
2 1 (0.69%) Unix
Processes & Methodologies
1 70 (48.61%) Business Intelligence
2 41 (28.47%) Agile Software Development
3 38 (26.39%) ETL
4 37 (25.69%) Analytics
5 32 (22.22%) Stakeholder Management
6 22 (15.28%) Business Analysis
6 22 (15.28%) Data Visualisation
7 19 (13.19%) Data Analytics
8 17 (11.81%) Kimball Methodology
9 16 (11.11%) SDLC
10 15 (10.42%) Data Management
10 15 (10.42%) Project Management
10 15 (10.42%) Use Case
11 14 (9.72%) Software Delivery
11 14 (9.72%) UML
12 13 (9.03%) BPMN
12 13 (9.03%) Change Management
12 13 (9.03%) Presales
12 13 (9.03%) Requirements Analysis
12 13 (9.03%) User Acceptance Testing
Programming Languages
1 48 (33.33%) SQL
2 20 (13.89%) Java
3 19 (13.19%) T-SQL
4 15 (10.42%) Python
5 14 (9.72%) Scala
6 9 (6.25%) C#
7 4 (2.78%) JavaScript
7 4 (2.78%) OpenEdge ABL
7 4 (2.78%) Progress 4GL
7 4 (2.78%) R
8 3 (2.08%) Shell Script
9 2 (1.39%) C
9 2 (1.39%) C++
9 2 (1.39%) Ruby
10 1 (0.69%) Go
10 1 (0.69%) PL/SQL
10 1 (0.69%) VB
10 1 (0.69%) VBA
Qualifications
1 21 (14.58%) Degree
2 5 (3.47%) Microsoft Certification
3 4 (2.78%) MCSA
3 4 (2.78%) MCSE
4 2 (1.39%) ISEB
Quality Assurance & Compliance
1 20 (13.89%) Data Quality
2 5 (3.47%) QA
3 4 (2.78%) IAS 39
4 1 (0.69%) SLA
System Software
1 14 (9.72%) Apache Flume
2 4 (2.78%) HDFS
Vendors
1 40 (27.78%) Oracle
2 35 (24.31%) Microsoft
3 14 (9.72%) Cloudera
3 14 (9.72%) Tableau
4 7 (4.86%) Informatica
5 5 (3.47%) Talend
6 4 (2.78%) Ab Initio
6 4 (2.78%) Hyperion
6 4 (2.78%) MicroStrategy
6 4 (2.78%) Progress
6 4 (2.78%) SAP
6 4 (2.78%) Sun
7 3 (2.08%) Hortonworks
7 3 (2.08%) MapR
7 3 (2.08%) Netezza
7 3 (2.08%) Teradata
8 2 (1.39%) Sybase
9 1 (0.69%) IBM
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 2 hours ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 9 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: 4 days ago
Bingley, West Yorkshire
Computershare Investor Services
Salary: Employee Share Plan
Posted: 4 days ago
Bingley, West Yorkshire
The Bridge Ltd
Salary: Annual Bonus, 33 days Holiday, Cont Pension, Life Assurance
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
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: 4 days ago
Wakefield
Hays Specialist Recruitment
Salary: £25000.00 - £32000.00 per annum
Posted: 15 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 25 days ago
Leeds
Sky Betting & Gaming
Salary: Competitive + Excellent benefits (Healthcare, Pension, free Sky + HD and Broadband)
Posted: 25 days ago