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 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 103 117 127
Rank change year-on-year
+14 +10
Permanent jobs citing Data Modelling 80 100 104
As % of all permanent IT jobs located in West Yorkshire 2.20% 2.26% 2.05%
As % of the Processes & Methodologies category 2.44% 2.53% 2.32%
Number of salaries quoted 72 72 97
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 £32,561 £37,500 £34,600
10% offered a salary of more than £70,000 £62,500 £57,500
UK excluding London median salary £47,500 £48,045 £45,000
% change year-on-year
-1.13% +6.76%
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
3274 3948 4492
As % of all permanent IT jobs located in West Yorkshire 90.17% 89.06% 88.74%
Number of salaries quoted 2856 3237 3526
Median salary £43,000 £42,500 £40,000
Median salary % change year-on-year
+1.17% +6.25%
90% offered a salary of more than £30,459 £30,000 £30,000
10% offered a salary of more than £60,000 £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 8 December 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 8 December 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 +6 52 £42,500 -22.72% 10
Halifax -2 9 £70,000 +64.70% 1
Bradford 0 8 £37,750 -39.60%
Huddersfield +6 2 £32,500 -13.33%
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 8 December 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 78 (52.35%) SQL
2 74 (49.66%) SQL Server
3 69 (46.31%) Business Intelligence
4 56 (37.58%) ETL
5 49 (32.89%) SQL Server Integration Services
6 47 (31.54%) Data Warehouse
6 47 (31.54%) Microsoft
7 42 (28.19%) SQL Server Reporting Services
8 39 (26.17%) SQL Server Analysis Services
9 37 (24.83%) T-SQL
9 37 (24.83%) Analytics
10 33 (22.15%) Big Data
11 32 (21.48%) Agile Software Development
12 31 (20.81%) Visualisation
13 29 (19.46%) Hadoop
14 28 (18.79%) Finance
15 25 (16.78%) C#
16 24 (16.11%) Oracle
16 24 (16.11%) Data Visualisation
17 23 (15.44%) Python
17 23 (15.44%) MS Excel
18 20 (13.42%) Degree
18 20 (13.42%) Stakeholder Management
18 20 (13.42%) SAS
19 19 (12.75%) .NET
19 19 (12.75%) Use Case
20 18 (12.08%) Management Information System
20 18 (12.08%) Analytical Skills
21 17 (11.41%) Java
21 17 (11.41%) VB.NET

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 20 (13.42%) SAS
2 14 (9.40%) Apache Spark
3 6 (4.03%) Oracle SOA Suite
4 3 (2.01%) Confluence
4 3 (2.01%) OpenStack
4 3 (2.01%) SharePoint
5 2 (1.34%) Apache Pig
5 2 (1.34%) Elasticsearch
6 1 (0.67%) OpenEdge
Applications
1 23 (15.44%) MS Excel
2 17 (11.41%) MS Visio
3 12 (8.05%) SPSS
4 8 (5.37%) MS Office
Cloud Services
1 6 (4.03%) Microsoft Azure
2 5 (3.36%) Amazon AWS
Communications & Networking
1 6 (4.03%) Internet
1 6 (4.03%) Intranet
2 5 (3.36%) Extranet
Database & Business Intelligence
1 74 (49.66%) SQL Server
2 49 (32.89%) SQL Server Integration Services
3 47 (31.54%) Data Warehouse
4 42 (28.19%) SQL Server Reporting Services
5 39 (26.17%) SQL Server Analysis Services
6 33 (22.15%) Big Data
7 29 (19.46%) Hadoop
8 17 (11.41%) Data Mining
9 16 (10.74%) Relational Database
10 14 (9.40%) MySQL
10 14 (9.40%) SQL Server 2014
11 13 (8.72%) SQL Server 2012
12 12 (8.05%) Oracle Database
12 12 (8.05%) RDBMS
13 11 (7.38%) QlikView
14 9 (6.04%) Power BI
15 7 (4.70%) Apache Hive
16 6 (4.03%) Biml
17 5 (3.36%) SQL Server 2016
18 4 (2.68%) Microsoft Power View
Development Applications
1 11 (7.38%) Team Foundation Server
1 11 (7.38%) Visual Studio
2 9 (6.04%) JIRA
3 6 (4.03%) Git (software)
4 3 (2.01%) Balsamiq Mockups
4 3 (2.01%) Talend Open Studio
5 2 (1.34%) ERwin
6 1 (0.67%) Oracle Forms
6 1 (0.67%) WebSpeed
General
1 28 (18.79%) Finance
2 13 (8.72%) Retail
3 12 (8.05%) Banking
4 8 (5.37%) Automotive
4 8 (5.37%) French Language
5 3 (2.01%) Telecoms
6 1 (0.67%) Back Office
6 1 (0.67%) Manufacturing
Job Titles
1 63 (42.28%) Developer
2 39 (26.17%) Analyst
3 24 (16.11%) Architect
4 21 (14.09%) Business Analyst
4 21 (14.09%) Business Intelligence Developer
5 20 (13.42%) SQL Developer
6 16 (10.74%) Data Architect
7 15 (10.07%) SQL BI Developer
8 14 (9.40%) SSIS Developer
9 12 (8.05%) Business Consultant
9 12 (8.05%) Business Intelligence Consultant
9 12 (8.05%) Consultant
10 11 (7.38%) .NET Developer
10 11 (7.38%) Senior Analyst
10 11 (7.38%) Senior Business Analyst
11 9 (6.04%) Digital Architect
11 9 (6.04%) ETL Developer
11 9 (6.04%) Java Developer
11 9 (6.04%) SQL Server Architect
11 9 (6.04%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 19 (12.75%) .NET
2 12 (8.05%) ASP.NET
3 10 (6.71%) .NET Framework
4 8 (5.37%) Node.js
4 8 (5.37%) XML
5 7 (4.70%) HTML
5 7 (4.70%) Web Services
6 6 (4.03%) CSS
7 5 (3.36%) Ajax
7 5 (3.36%) ASP.NET Web API
7 5 (3.36%) MDX
7 5 (3.36%) WinForms
8 4 (2.68%) Java EE
8 4 (2.68%) SOAP
9 3 (2.01%) OpenDaylight
10 2 (1.34%) Middleware
11 1 (0.67%) JSON
11 1 (0.67%) SAP Basis
Miscellaneous
1 31 (20.81%) Visualisation
2 18 (12.08%) Analytical Skills
2 18 (12.08%) Management Information System
3 15 (10.07%) Statistics
4 13 (8.72%) Credit Risk
5 12 (8.05%) Data Integration
6 10 (6.71%) Mathematics
7 8 (5.37%) Economics
7 8 (5.37%) Neural Network
8 5 (3.36%) Enterprise Software
9 3 (2.01%) Data Centre
10 1 (0.67%) Client/Server
10 1 (0.67%) Clustering
10 1 (0.67%) Computer Science
10 1 (0.67%) Data Extraction
10 1 (0.67%) Data Protection Act
10 1 (0.67%) N-Tier
10 1 (0.67%) Physics
10 1 (0.67%) Replication
Operating Systems
1 8 (5.37%) Windows
2 1 (0.67%) Linux
2 1 (0.67%) Unix
2 1 (0.67%) Windows Server
Processes & Methodologies
1 69 (46.31%) Business Intelligence
2 56 (37.58%) ETL
3 37 (24.83%) Analytics
4 32 (21.48%) Agile Software Development
5 24 (16.11%) Data Visualisation
6 20 (13.42%) Stakeholder Management
7 19 (12.75%) Use Case
8 16 (10.74%) Change Management
9 15 (10.07%) Business Analysis
9 15 (10.07%) Coaching
9 15 (10.07%) GAP Analysis
9 15 (10.07%) Mentoring
9 15 (10.07%) User Stories
10 14 (9.40%) Data Analytics
10 14 (9.40%) Data Management
10 14 (9.40%) Logical Data Model
10 14 (9.40%) Process Improvement
10 14 (9.40%) SDLC
11 13 (8.72%) Kimball Methodology
11 13 (8.72%) OO
Programming Languages
1 78 (52.35%) SQL
2 37 (24.83%) T-SQL
3 25 (16.78%) C#
4 23 (15.44%) Python
5 17 (11.41%) Java
5 17 (11.41%) VB.NET
6 12 (8.05%) JavaScript
7 10 (6.71%) Scala
8 5 (3.36%) VBA
9 2 (1.34%) Shell Script
9 2 (1.34%) VB
10 1 (0.67%) OpenEdge ABL
10 1 (0.67%) PL/SQL
10 1 (0.67%) PowerShell
10 1 (0.67%) Progress 4GL
Qualifications
1 20 (13.42%) Degree
2 11 (7.38%) Microsoft Certification
3 5 (3.36%) MCSA
3 5 (3.36%) MCSE
4 2 (1.34%) ISEB
4 2 (1.34%) ISTQB
5 1 (0.67%) MCITP
Quality Assurance & Compliance
1 4 (2.68%) Data Quality
2 3 (2.01%) SLA
3 2 (1.34%) QA
System Software
1 8 (5.37%) Apache Flume
2 3 (2.01%) Docker
2 3 (2.01%) VMware Infrastructure
3 2 (1.34%) HDFS
4 1 (0.67%) Active Directory
Systems Management
1 3 (2.01%) Ansible
2 1 (0.67%) Failover Clustering
Vendors
1 47 (31.54%) Microsoft
2 24 (16.11%) Oracle
3 10 (6.71%) Tableau
4 8 (5.37%) Cloudera
5 5 (3.36%) SAP
5 5 (3.36%) Splunk
6 4 (2.68%) MicroStrategy
6 4 (2.68%) Sun
6 4 (2.68%) VMware
7 3 (2.01%) Cisco
7 3 (2.01%) Talend
8 2 (1.34%) Sybase
9 1 (0.67%) IBM
9 1 (0.67%) Progress
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: 6 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £45,000 per annum + Benefits
Posted: 12 hours ago
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: Yesterday
Leeds, West Yorkshire
CoreCom Consulting
Salary: £35000 - £45000 per annum + Bens
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £42000 per annum + Bonus + Benefits
Posted: 5 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £40,000 to £45,000 per annum Pension, Healthcare
Posted: 2 days ago
Leeds, Yorkshire
Comvergent Limited
Salary: BENS
Posted: Yesterday
Leeds, West Yorkshire
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 6 days ago
Leeds
Computer Futures
Salary: competitive
Posted: 21 days ago