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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Modelling
England / Yorkshire
Rank 113 134 169
Rank change year-on-year
+21 +35
Permanent jobs citing Data Modelling 113 118 103
As % of all permanent IT jobs located in Yorkshire 2.19% 1.95% 1.49%
As % of the Processes & Methodologies category 2.45% 2.21% 1.67%
Number of salaries quoted 95 88 98
Median salary £42,500 £44,000 £45,000
Median salary % change year-on-year
-3.40% -2.22%
90% offered a salary of more than £32,742 £35,000 £35,000
10% offered a salary of more than £70,000 £62,500 £57,500
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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
4606 5331 6179
As % of all permanent IT jobs located in Yorkshire 89.16% 88.25% 89.34%
Number of salaries quoted 3940 4421 5060
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £29,500 £30,000 £27,500
10% offered a salary of more than £60,000 £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 20 January 2017.

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 20 January 2017. 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 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 +24 86 £42,500 -15.00% 4
North Yorkshire +1 19 £38,000 -5.00%
South Yorkshire +3 8 £45,000 -6.77%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 20 January 2017, 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.

1 115 (59.28%) SQL Server
2 114 (58.76%) SQL
3 104 (53.61%) Business Intelligence
4 69 (35.57%) ETL
5 68 (35.05%) Data Warehouse
6 63 (32.47%) SQL Server Integration Services
7 60 (30.93%) SQL Server Reporting Services
8 53 (27.32%) Microsoft
8 53 (27.32%) T-SQL
9 52 (26.80%) SQL Server Analysis Services
10 51 (26.29%) Analytics
11 50 (25.77%) Finance
12 33 (17.01%) Visualisation
13 32 (16.49%) Agile Software Development
13 32 (16.49%) MS Excel
14 30 (15.46%) Data Visualisation
14 30 (15.46%) Big Data
15 29 (14.95%) .NET
16 28 (14.43%) Oracle
16 28 (14.43%) C#
17 26 (13.40%) Analytical Skills
18 24 (12.37%) Hadoop
19 22 (11.34%) VB.NET
19 22 (11.34%) BusinessObjects
20 21 (10.82%) ASP.NET
20 21 (10.82%) TOGAF
21 20 (10.31%) SAP
21 20 (10.31%) Stakeholder Management
21 20 (10.31%) Management Information System
21 20 (10.31%) SDLC

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 17 (8.76%) SAS
2 9 (4.64%) Apache Spark
2 9 (4.64%) OpenStack
3 8 (4.12%) SharePoint
4 4 (2.06%) Oracle SOA Suite
5 3 (1.55%) Confluence
6 2 (1.03%) Apache Pig
6 2 (1.03%) Elasticsearch
7 1 (0.52%) OpenEdge
Applications
1 32 (16.49%) MS Excel
2 12 (6.19%) MS Visio
2 12 (6.19%) SPSS
3 3 (1.55%) MS Office
Business Applications
1 4 (2.06%) Oracle 11i
1 4 (2.06%) Oracle EBS R12
1 4 (2.06%) Oracle ERP
Cloud Services
1 8 (4.12%) Microsoft Azure
2 7 (3.61%) Amazon AWS
Communications & Networking
1 8 (4.12%) Intranet
2 7 (3.61%) Extranet
3 6 (3.09%) Internet
Database & Business Intelligence
1 115 (59.28%) SQL Server
2 68 (35.05%) Data Warehouse
3 63 (32.47%) SQL Server Integration Services
4 60 (30.93%) SQL Server Reporting Services
5 52 (26.80%) SQL Server Analysis Services
6 30 (15.46%) Big Data
7 24 (12.37%) Hadoop
8 22 (11.34%) BusinessObjects
9 17 (8.76%) Relational Database
10 16 (8.25%) SQL Server 2012
11 13 (6.70%) Oracle Database
12 12 (6.19%) RDBMS
13 11 (5.67%) SQL Server 2014
14 9 (4.64%) MySQL
15 8 (4.12%) Data Mining
15 8 (4.12%) Lumira
15 8 (4.12%) Power BI
15 8 (4.12%) QlikView
15 8 (4.12%) SQL Server 2008
15 8 (4.12%) SQL Server 2016
Development Applications
1 11 (5.67%) Team Foundation Server
1 11 (5.67%) Visual Studio
2 4 (2.06%) JIRA
3 3 (1.55%) Balsamiq Mockups
3 3 (1.55%) Oracle Forms
4 2 (1.03%) ERwin
4 2 (1.03%) Talend Open Studio
5 1 (0.52%) Git (software)
5 1 (0.52%) WebSpeed
General
1 50 (25.77%) Finance
2 13 (6.70%) Retail
3 12 (6.19%) Banking
4 10 (5.15%) Telecoms
5 8 (4.12%) Marketing
6 4 (2.06%) Automotive
6 4 (2.06%) French Language
7 3 (1.55%) Back Office
8 2 (1.03%) Manufacturing
Job Titles
1 67 (34.54%) Developer
2 47 (24.23%) Analyst
3 37 (19.07%) Architect
4 34 (17.53%) SQL Developer
5 23 (11.86%) Business Intelligence Developer
6 21 (10.82%) Data Architect
7 19 (9.79%) Business Analyst
7 19 (9.79%) SQL BI Developer
8 18 (9.28%) T-SQL Developer
9 17 (8.76%) .NET Developer
9 17 (8.76%) SSIS Developer
10 15 (7.73%) Business Intelligence Analyst
10 15 (7.73%) SQL Server Architect
11 14 (7.22%) Digital Architect
12 12 (6.19%) Business Consultant
12 12 (6.19%) Business Intelligence Consultant
12 12 (6.19%) Consultant
12 12 (6.19%) Lead Architect
13 9 (4.64%) Analytics Consultant
14 8 (4.12%) Data Analytics Consultant
Libraries, Frameworks & Software Standards
1 29 (14.95%) .NET
2 21 (10.82%) ASP.NET
3 13 (6.70%) .NET Framework
4 10 (5.15%) HTML
5 9 (4.64%) CSS
5 9 (4.64%) OpenDaylight
6 7 (3.61%) XML
7 6 (3.09%) Web Services
8 5 (2.58%) Ajax
8 5 (2.58%) ASP.NET Web API
8 5 (2.58%) WinForms
9 4 (2.06%) SOAP
10 3 (1.55%) Entity Framework
10 3 (1.55%) Node.js
11 2 (1.03%) EDI
11 2 (1.03%) Java EE
11 2 (1.03%) Middleware
11 2 (1.03%) REST
11 2 (1.03%) WCF
11 2 (1.03%) Windows Identity Foundation
Miscellaneous
1 33 (17.01%) Visualisation
2 26 (13.40%) Analytical Skills
3 20 (10.31%) Management Information System
4 13 (6.70%) Credit Risk
5 10 (5.15%) Data Integration
6 9 (4.64%) Data Centre
7 7 (3.61%) Mathematics
7 7 (3.61%) Statistics
8 6 (3.09%) Computer Science
9 4 (2.06%) Economics
9 4 (2.06%) Neural Network
10 3 (1.55%) Enterprise Software
11 2 (1.03%) Data Protection Act
11 2 (1.03%) Physics
11 2 (1.03%) Virtual Team
12 1 (0.52%) Client/Server
12 1 (0.52%) Clustering
12 1 (0.52%) Data Extraction
12 1 (0.52%) Replication
Operating Systems
1 8 (4.12%) Windows
2 1 (0.52%) Linux
2 1 (0.52%) Unix
2 1 (0.52%) Windows Server
Processes & Methodologies
1 104 (53.61%) Business Intelligence
2 69 (35.57%) ETL
3 51 (26.29%) Analytics
4 32 (16.49%) Agile Software Development
5 30 (15.46%) Data Visualisation
6 21 (10.82%) TOGAF
7 20 (10.31%) SDLC
7 20 (10.31%) Stakeholder Management
8 16 (8.25%) E-Commerce
9 15 (7.73%) Stakeholder Engagement
10 14 (7.22%) Coaching
10 14 (7.22%) Presales
10 14 (7.22%) Project Management
11 13 (6.70%) Business Analytics
11 13 (6.70%) Data Analytics
11 13 (6.70%) Data Management
12 12 (6.19%) Business Development
12 12 (6.19%) Mentoring
12 12 (6.19%) Scrum
12 12 (6.19%) Use Case
Programming Languages
1 114 (58.76%) SQL
2 53 (27.32%) T-SQL
3 28 (14.43%) C#
4 22 (11.34%) VB.NET
5 18 (9.28%) Python
6 16 (8.25%) JavaScript
7 11 (5.67%) Java
8 5 (2.58%) Scala
8 5 (2.58%) VBA
9 2 (1.03%) Shell Script
9 2 (1.03%) VB
10 1 (0.52%) OpenEdge ABL
10 1 (0.52%) PL/SQL
10 1 (0.52%) PowerShell
10 1 (0.52%) Progress 4GL
Qualifications
1 19 (9.79%) Degree
2 6 (3.09%) Microsoft Certification
3 3 (1.55%) ISEB
3 3 (1.55%) ISTQB
4 1 (0.52%) MCITP
4 1 (0.52%) MCSA
4 1 (0.52%) MCSE
Quality Assurance & Compliance
1 3 (1.55%) SLA
2 2 (1.03%) PCI DSS
2 2 (1.03%) QA
2 2 (1.03%) SNOMED CT
3 1 (0.52%) Data Quality
System Software
1 9 (4.64%) Docker
1 9 (4.64%) VMware Infrastructure
2 3 (1.55%) Apache Flume
3 2 (1.03%) HDFS
4 1 (0.52%) Active Directory
Systems Management
1 9 (4.64%) Ansible
2 1 (0.52%) Failover Clustering
Vendors
1 53 (27.32%) Microsoft
2 28 (14.43%) Oracle
3 20 (10.31%) SAP
4 10 (5.15%) VMware
5 9 (4.64%) Cisco
6 6 (3.09%) Tableau
7 5 (2.58%) Splunk
8 4 (2.06%) Hyperion
8 4 (2.06%) Informatica
9 3 (1.55%) Cloudera
9 3 (1.55%) IBM
10 2 (1.03%) HP
10 2 (1.03%) RedGate
10 2 (1.03%) Salesforce.com
10 2 (1.03%) Sybase
10 2 (1.03%) Talend
11 1 (0.52%) Progress
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: 3 days ago
East Riding
Lawrence Harvey Enterprise
Salary: £45000.00 - £50000.00 per annum + pension, bonus, flex working
Posted: 4 days ago
Leeds, West Yorkshire
Calibre Search Ltd
Salary: £50000 - £60000.00 per annum
Posted: 4 days ago
Leeds, West Yorkshire
Jet2.com
Salary: Excellent
Posted: 10 days ago
Brighouse, West Yorkshire
Fruition IT Resources Limited
Salary: £32000 - £40000 per annum + Benefits
Posted: 4 days ago