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

3 months to
23 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 148 139 141
Rank change year-on-year
-9 +2
Permanent jobs citing Data Modelling 84 135 131
As % of all permanent IT jobs located in Yorkshire 1.47% 2.03% 1.82%
As % of the Processes & Methodologies category 1.65% 2.25% 2.14%
Number of salaries quoted 72 121 115
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 £39,000 £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
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
5085 6007 6121
As % of all permanent IT jobs located in Yorkshire 89.09% 90.15% 84.99%
Number of salaries quoted 4188 4914 4756
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 £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 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 23 August 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 23 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
West Yorkshire +3 70 £42,500 -15.00% 12
North Yorkshire +10 11 £37,500 -6.25%
South Yorkshire +8 3 £40,500 -20.97% 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 23 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 Yorkshire region with a requirement for Data Modelling.

1 90 (50.28%) Business Intelligence
2 72 (40.22%) SQL
3 61 (34.08%) SQL Server
4 57 (31.84%) SQL Server Integration Services
5 52 (29.05%) ETL
6 49 (27.37%) Data Warehouse
7 45 (25.14%) Oracle
7 45 (25.14%) SQL Server Reporting Services
8 43 (24.02%) SQL Server Analysis Services
9 42 (23.46%) Agile Software Development
9 42 (23.46%) Analytics
10 41 (22.91%) Microsoft
11 39 (21.79%) T-SQL
11 39 (21.79%) Analytical Skills
12 34 (18.99%) Stakeholder Management
13 33 (18.44%) Big Data
14 30 (16.76%) Finance
15 27 (15.08%) QlikView
16 26 (14.53%) Visualisation
17 24 (13.41%) Data Management
17 24 (13.41%) Business Analysis
17 24 (13.41%) MySQL
17 24 (13.41%) SAS
18 23 (12.85%) Data Mining
18 23 (12.85%) BusinessObjects
18 23 (12.85%) Degree
18 23 (12.85%) Data Quality
19 21 (11.73%) Hadoop
19 21 (11.73%) SDLC
20 20 (11.17%) Data Visualisation

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 24 (13.41%) SAS
2 17 (9.50%) Apache Spark
3 14 (7.82%) Confluence
4 4 (2.23%) Apache Pig
4 4 (2.23%) OpenEdge
5 2 (1.12%) Elasticsearch
5 2 (1.12%) SharePoint
Applications
1 20 (11.17%) MS Office
2 15 (8.38%) SPSS
3 11 (6.15%) MS Visio
4 9 (5.03%) MS Excel
5 2 (1.12%) Stata
Business Applications
1 1 (0.56%) Oracle 11i
1 1 (0.56%) Oracle EBS R12
1 1 (0.56%) Oracle ERP
Cloud Services
1 2 (1.12%) Amazon AWS
2 1 (0.56%) Microsoft Azure
Communications & Networking
1 1 (0.56%) Internet
1 1 (0.56%) Intranet
Database & Business Intelligence
1 61 (34.08%) SQL Server
2 57 (31.84%) SQL Server Integration Services
3 49 (27.37%) Data Warehouse
4 45 (25.14%) SQL Server Reporting Services
5 43 (24.02%) SQL Server Analysis Services
6 33 (18.44%) Big Data
7 27 (15.08%) QlikView
8 24 (13.41%) MySQL
9 23 (12.85%) BusinessObjects
9 23 (12.85%) Data Mining
10 21 (11.73%) Hadoop
11 18 (10.06%) Relational Database
12 16 (8.94%) DB2
13 11 (6.15%) Power BI
14 8 (4.47%) SAP Data Services
14 8 (4.47%) SQL Server 2014
15 7 (3.91%) RDBMS
16 6 (3.35%) Apache Hive
16 6 (3.35%) Oracle Database
16 6 (3.35%) SQL Server 2012
Development Applications
1 20 (11.17%) JIRA
2 14 (7.82%) Balsamiq Mockups
3 6 (3.35%) Git (software)
3 6 (3.35%) Talend Open Studio
3 6 (3.35%) Team Foundation Server
4 4 (2.23%) WebSpeed
5 3 (1.68%) ERwin
6 2 (1.12%) JUnit
7 1 (0.56%) Oracle Forms
7 1 (0.56%) PowerDesigner
General
1 30 (16.76%) Finance
2 17 (9.50%) Retail
3 14 (7.82%) French Language
4 12 (6.70%) Automotive
5 10 (5.59%) Banking
6 4 (2.23%) Marketing
7 2 (1.12%) Telecoms
8 1 (0.56%) Advertising
8 1 (0.56%) Billing
8 1 (0.56%) Games
8 1 (0.56%) Manufacturing
Job Titles
1 60 (33.52%) Developer
2 58 (32.40%) Analyst
3 32 (17.88%) Business Analyst
4 17 (9.50%) Architect
5 15 (8.38%) SQL Developer
5 15 (8.38%) Technical Analyst
6 14 (7.82%) Technical Business Analyst
7 13 (7.26%) Business Intelligence Developer
7 13 (7.26%) Database Developer
8 12 (6.70%) Consultant
8 12 (6.70%) Data Modeller
9 11 (6.15%) Lead Developer
9 11 (6.15%) Senior Developer
9 11 (6.15%) T-SQL Developer
10 10 (5.59%) Senior Analyst
10 10 (5.59%) Senior Business Analyst
10 10 (5.59%) Senior Data Modeller
10 10 (5.59%) Software Developer
10 10 (5.59%) Solutions Architect
10 10 (5.59%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 13 (7.26%) .NET
2 11 (6.15%) Node.js
3 10 (5.59%) XML
4 6 (3.35%) Kafka
4 6 (3.35%) Web Services
5 5 (2.79%) HTML
5 5 (2.79%) MDX
6 4 (2.23%) Velocity
7 3 (1.68%) Java EE
7 3 (1.68%) SOAP
8 1 (0.56%) CSS
8 1 (0.56%) DOM
8 1 (0.56%) jQuery
8 1 (0.56%) JSON
8 1 (0.56%) ODBC
8 1 (0.56%) REST
8 1 (0.56%) WCF
Miscellaneous
1 39 (21.79%) Analytical Skills
2 26 (14.53%) Visualisation
3 19 (10.61%) Statistics
4 14 (7.82%) Data Integration
5 13 (7.26%) Mathematics
6 12 (6.70%) Neural Network
7 11 (6.15%) Management Information System
8 10 (5.59%) Credit Risk
8 10 (5.59%) Economics
9 7 (3.91%) Enterprise Software
10 4 (2.23%) Client/Server
11 2 (1.12%) Replication
12 1 (0.56%) Data Extraction
12 1 (0.56%) Data Protection Act
12 1 (0.56%) Driving Licence
12 1 (0.56%) FMCG
12 1 (0.56%) NHS
12 1 (0.56%) N-Tier
12 1 (0.56%) Taxonomies
12 1 (0.56%) User Experience
Operating Systems
1 6 (3.35%) Windows
2 3 (1.68%) Linux
3 2 (1.12%) Unix
4 1 (0.56%) Red Hat Enterprise Linux
Processes & Methodologies
1 90 (50.28%) Business Intelligence
2 52 (29.05%) ETL
3 42 (23.46%) Agile Software Development
3 42 (23.46%) Analytics
4 34 (18.99%) Stakeholder Management
5 24 (13.41%) Business Analysis
5 24 (13.41%) Data Management
6 21 (11.73%) SDLC
7 20 (11.17%) Data Visualisation
8 19 (10.61%) Data Analytics
8 19 (10.61%) Kimball Methodology
8 19 (10.61%) Project Management
9 18 (10.06%) Software Delivery
10 17 (9.50%) Data Governance
11 16 (8.94%) CRM
12 15 (8.38%) Presales
12 15 (8.38%) UML
13 14 (7.82%) Logical Data Model
13 14 (7.82%) Requirements Analysis
13 14 (7.82%) User Acceptance Testing
Programming Languages
1 72 (40.22%) SQL
2 39 (21.79%) T-SQL
3 19 (10.61%) Java
4 14 (7.82%) Python
5 13 (7.26%) Scala
6 10 (5.59%) C#
7 5 (2.79%) JavaScript
8 4 (2.23%) OpenEdge ABL
8 4 (2.23%) Progress 4GL
8 4 (2.23%) R
9 3 (1.68%) Ruby
9 3 (1.68%) Shell Script
10 2 (1.12%) C
10 2 (1.12%) C++
10 2 (1.12%) VB
11 1 (0.56%) Go
11 1 (0.56%) PHP
11 1 (0.56%) PL/SQL
11 1 (0.56%) VBA
Qualifications
1 23 (12.85%) Degree
2 6 (3.35%) Microsoft Certification
3 4 (2.23%) ISEB
3 4 (2.23%) MCSA
3 4 (2.23%) MCSE
4 1 (0.56%) ISTQB
4 1 (0.56%) MCAD
Quality Assurance & Compliance
1 23 (12.85%) Data Quality
2 5 (2.79%) QA
3 4 (2.23%) IAS 39
4 1 (0.56%) SLA
System Software
1 15 (8.38%) Apache Flume
2 4 (2.23%) HDFS
Vendors
1 45 (25.14%) Oracle
2 41 (22.91%) Microsoft
3 15 (8.38%) Cloudera
3 15 (8.38%) Tableau
4 14 (7.82%) SAP
5 9 (5.03%) Informatica
6 6 (3.35%) Talend
7 5 (2.79%) Hyperion
8 4 (2.23%) Ab Initio
8 4 (2.23%) Hortonworks
8 4 (2.23%) MapR
8 4 (2.23%) MicroStrategy
8 4 (2.23%) Netezza
8 4 (2.23%) Progress
8 4 (2.23%) Sun
8 4 (2.23%) Teradata
9 3 (1.68%) Sybase
10 2 (1.12%) IBM
11 1 (0.56%) HP
11 1 (0.56%) Minitab
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 6 hours ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 8 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000.00 - £45000.00 per annum
Posted: 5 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: 5 days ago
Sheffield, South Yorkshire
Modis International
Posted: 5 days ago
Bingley, West Yorkshire
The Bridge Ltd
Salary: Annual Bonus, 33 days Holiday, Cont Pension, Life Assurance
Posted: 6 days ago
Wakefield
Hays Specialist Recruitment
Salary: £25000.00 - £32000.00 per annum
Posted: 8 days ago
Leeds, West Yorkshire
Oscar
Salary: £22000 - £30000 per annum + Discretionary Bonus
Posted: 5 days ago
Leeds, West Yorkshire
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 4 days ago
Leeds
Hays Specialist Recruitment
Salary: £40000.00 - £45000.00 per annum
Posted: 22 days ago
Yorkshire and the Humber
Churchill Frank International
Salary: £35000 - £50000 per annum + Bonus, Benefits
Posted: 18 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 18 days ago
Leeds
Sky Betting & Gaming
Salary: Competitive + Excellent benefits (Healthcare, Pension, free Sky + HD and Broadband)
Posted: 18 days ago