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 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Data Modelling
England / Yorkshire
Rank 120 132 168
Rank change year-on-year
+12 +36
Permanent jobs citing Data Modelling 109 130 96
As % of all permanent IT jobs located in Yorkshire 2.11% 2.02% 1.32%
As % of the Processes & Methodologies category 2.35% 2.31% 1.48%
Number of salaries quoted 89 98 86
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £37,000 £35,000 £35,000
10% offered a salary of more than £85,000 £62,500 £57,500
UK excluding London median salary £47,500 £47,500 £46,000
% change year-on-year
- +3.26%

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
4636 5638 6478
As % of all permanent IT jobs located in Yorkshire 89.55% 87.63% 89.22%
Number of salaries quoted 3967 4698 5308
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 £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 19 February 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 19 February 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 +23 83 £43,750 -7.89% 12
North Yorkshire +2 15 £41,000 +2.50%
South Yorkshire -1 10 £45,000 -12.19% 3
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 19 February 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.

1 119 (59.80%) SQL Server
2 110 (55.28%) SQL
3 105 (52.76%) Business Intelligence
4 76 (38.19%) Data Warehouse
5 65 (32.66%) ETL
6 64 (32.16%) SQL Server Integration Services
7 62 (31.16%) SQL Server Reporting Services
8 58 (29.15%) Microsoft
9 56 (28.14%) Finance
9 56 (28.14%) SQL Server Analysis Services
9 56 (28.14%) Analytics
10 49 (24.62%) T-SQL
11 38 (19.10%) MS Excel
12 35 (17.59%) Agile Software Development
13 31 (15.58%) .NET
14 30 (15.08%) C#
15 29 (14.57%) Visualisation
16 28 (14.07%) BusinessObjects
17 26 (13.07%) Management Information System
17 26 (13.07%) TOGAF
17 26 (13.07%) Data Visualisation
18 25 (12.56%) Oracle
19 24 (12.06%) Big Data
20 23 (11.56%) Analytical Skills
20 23 (11.56%) ASP.NET
21 22 (11.06%) VB.NET
21 22 (11.06%) SDLC
22 21 (10.55%) E-Commerce
22 21 (10.55%) Stakeholder Management
23 20 (10.05%) SAP

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 12 (6.03%) OpenStack
1 12 (6.03%) SAS
2 9 (4.52%) SharePoint
3 7 (3.52%) Apache Spark
4 3 (1.51%) Confluence
4 3 (1.51%) Oracle SOA Suite
5 2 (1.01%) Apache Pig
6 1 (0.50%) OpenEdge
6 1 (0.50%) SharePoint Server
Applications
1 38 (19.10%) MS Excel
2 13 (6.53%) MS Visio
3 8 (4.02%) SPSS
4 2 (1.01%) MS Office
Business Applications
1 7 (3.52%) Oracle 11i
1 7 (3.52%) Oracle EBS R12
1 7 (3.52%) Oracle ERP
2 1 (0.50%) Cognos Business Intelligence
2 1 (0.50%) Cognos TM1
2 1 (0.50%) Dynamics CRM
2 1 (0.50%) Oracle EBS
2 1 (0.50%) SAP BPC
Cloud Services
1 9 (4.52%) Microsoft Azure
2 6 (3.02%) Amazon AWS
Communications & Networking
1 8 (4.02%) Intranet
2 7 (3.52%) Extranet
3 6 (3.02%) Internet
Database & Business Intelligence
1 119 (59.80%) SQL Server
2 76 (38.19%) Data Warehouse
3 64 (32.16%) SQL Server Integration Services
4 62 (31.16%) SQL Server Reporting Services
5 56 (28.14%) SQL Server Analysis Services
6 28 (14.07%) BusinessObjects
7 24 (12.06%) Big Data
8 20 (10.05%) Hadoop
9 19 (9.55%) SQL Server 2012
10 16 (8.04%) Relational Database
11 12 (6.03%) RDBMS
12 11 (5.53%) Oracle Database
12 11 (5.53%) SQL Server 2014
13 10 (5.03%) Lumira
13 10 (5.03%) SAP HANA
13 10 (5.03%) SQL Server 2016
14 9 (4.52%) MySQL
14 9 (4.52%) Oracle BI EE
14 9 (4.52%) Oracle ODI
14 9 (4.52%) SQL Server 2008
Development Applications
1 11 (5.53%) Team Foundation Server
1 11 (5.53%) Visual Studio
2 4 (2.01%) JIRA
3 3 (1.51%) Balsamiq Mockups
3 3 (1.51%) Git (software)
4 2 (1.01%) ERwin
4 2 (1.01%) Oracle Forms
5 1 (0.50%) Talend Open Studio
5 1 (0.50%) WebSpeed
General
1 56 (28.14%) Finance
2 13 (6.53%) Telecoms
3 11 (5.53%) Marketing
4 9 (4.52%) Retail
5 8 (4.02%) Banking
6 5 (2.51%) Back Office
7 2 (1.01%) Manufacturing
8 1 (0.50%) Law
8 1 (0.50%) Legal
Job Titles
1 65 (32.66%) Developer
2 48 (24.12%) Analyst
3 44 (22.11%) Architect
4 33 (16.58%) SQL Developer
5 28 (14.07%) Data Architect
6 21 (10.55%) Business Analyst
6 21 (10.55%) Business Intelligence Developer
7 19 (9.55%) SQL Server Architect
7 19 (9.55%) T-SQL Developer
8 18 (9.05%) .NET Developer
8 18 (9.05%) SQL BI Developer
9 17 (8.54%) Business Intelligence Analyst
10 16 (8.04%) SSIS Developer
11 14 (7.04%) Digital Architect
11 14 (7.04%) Lead Architect
12 10 (5.03%) SAP BusinessObjects Specialist
13 8 (4.02%) ASP.NET Developer
13 8 (4.02%) Business Consultant
13 8 (4.02%) Business Intelligence Consultant
13 8 (4.02%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 31 (15.58%) .NET
2 23 (11.56%) ASP.NET
3 14 (7.04%) .NET Framework
4 13 (6.53%) HTML
5 12 (6.03%) CSS
5 12 (6.03%) OpenDaylight
6 8 (4.02%) Web Services
7 7 (3.52%) XML
8 5 (2.51%) Ajax
8 5 (2.51%) ASP.NET Web API
8 5 (2.51%) WinForms
9 4 (2.01%) Entity Framework
9 4 (2.01%) REST
10 3 (1.51%) Node.js
10 3 (1.51%) SOAP
11 2 (1.01%) EDI
11 2 (1.01%) Middleware
11 2 (1.01%) Spring
11 2 (1.01%) WCF
11 2 (1.01%) WF
Miscellaneous
1 29 (14.57%) Visualisation
2 26 (13.07%) Management Information System
3 23 (11.56%) Analytical Skills
4 12 (6.03%) Data Centre
4 12 (6.03%) Data Integration
5 9 (4.52%) Credit Risk
6 7 (3.52%) Computer Science
7 4 (2.01%) Mathematics
8 3 (1.51%) Physics
9 2 (1.01%) Data Protection Act
9 2 (1.01%) Enterprise Software
9 2 (1.01%) Statistics
9 2 (1.01%) Virtual Team
10 1 (0.50%) Client/Server
10 1 (0.50%) Clustering
10 1 (0.50%) Data Extraction
10 1 (0.50%) Fintech
10 1 (0.50%) Replication
Operating Systems
1 9 (4.52%) Windows
2 2 (1.01%) Windows Server
3 1 (0.50%) Linux
3 1 (0.50%) Unix
Processes & Methodologies
1 105 (52.76%) Business Intelligence
2 65 (32.66%) ETL
3 56 (28.14%) Analytics
4 35 (17.59%) Agile Software Development
5 26 (13.07%) Data Visualisation
5 26 (13.07%) TOGAF
6 22 (11.06%) SDLC
7 21 (10.55%) E-Commerce
7 21 (10.55%) Stakeholder Management
8 19 (9.55%) Stakeholder Engagement
9 16 (8.04%) Coaching
9 16 (8.04%) Presales
9 16 (8.04%) Project Management
10 14 (7.04%) Business Analytics
11 13 (6.53%) OO
11 13 (6.53%) Scrum
12 12 (6.03%) Business Analysis
12 12 (6.03%) Data Analytics
12 12 (6.03%) Mentoring
12 12 (6.03%) Use Case
Programming Languages
1 110 (55.28%) SQL
2 49 (24.62%) T-SQL
3 30 (15.08%) C#
4 22 (11.06%) VB.NET
5 20 (10.05%) JavaScript
6 14 (7.04%) Python
7 12 (6.03%) Java
8 5 (2.51%) VBA
9 4 (2.01%) VB
10 3 (1.51%) Scala
11 1 (0.50%) OpenEdge ABL
11 1 (0.50%) PL/SQL
11 1 (0.50%) PowerShell
11 1 (0.50%) Progress 4GL
11 1 (0.50%) Shell Script
Qualifications
1 14 (7.04%) Degree
2 6 (3.02%) Microsoft Certification
3 3 (1.51%) ISEB
3 3 (1.51%) ISTQB
4 1 (0.50%) AAT
4 1 (0.50%) CIMA
4 1 (0.50%) MCITP
4 1 (0.50%) MCSA
4 1 (0.50%) MCSE
Quality Assurance & Compliance
1 8 (4.02%) IFRS
1 8 (4.02%) IFRS 9
2 3 (1.51%) SLA
2 3 (1.51%) SNOMED CT
3 2 (1.01%) PCI DSS
4 1 (0.50%) Data Quality
4 1 (0.50%) QA
System Software
1 12 (6.03%) Docker
1 12 (6.03%) VMware Infrastructure
2 2 (1.01%) Active Directory
2 2 (1.01%) HDFS
3 1 (0.50%) Apache Flume
Systems Management
1 12 (6.03%) Ansible
2 1 (0.50%) Failover Clustering
2 1 (0.50%) SQL Sentry
Vendors
1 58 (29.15%) Microsoft
2 25 (12.56%) Oracle
3 20 (10.05%) SAP
4 14 (7.04%) VMware
5 12 (6.03%) Cisco
6 8 (4.02%) Hyperion
6 8 (4.02%) Informatica
7 5 (2.51%) Splunk
7 5 (2.51%) Tableau
8 3 (1.51%) RedGate
9 2 (1.01%) IBM
10 1 (0.50%) Cloudera
10 1 (0.50%) Cognos
10 1 (0.50%) HP
10 1 (0.50%) Progress
10 1 (0.50%) Salesforce.com
10 1 (0.50%) Talend
Leeds, West Yorkshire
Reed Technology
Salary: £40000 - £50000 per annum
Posted: 3 days ago
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: 4 days ago
Leeds, Yorkshire
Transition Partners
Posted: 3 days ago
Leeds, Yorkshire
Transition Partners
Posted: 3 days ago
Leeds, West Yorkshire
Blue Octopus Recruitment LLP
Salary: Competitive Market Rate Salary + benefits
Posted: 6 days ago
Leeds, West Yorkshire
Engage PSG
Salary: £55000 - £70000 per annum
Posted: 4 days ago
Leeds, Yorkshire
Transition Partners
Salary: £50k + 10% Bonus
Posted: 3 days ago
Sheffield, South Yorkshire
Certus Sales Recruitment
Salary: 60-70k Base + Great Benefits
Posted: 6 days ago
Leeds
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: 7 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Flexible Benefits
Posted: 6 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Great Benefits
Posted: 6 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Great Benefits
Posted: 6 days ago
Sheffield
Cathcart Associates
Salary: £35000 - £47000 per annum + Benefits
Posted: 16 days ago
Leeds
Computer Futures
Salary: competitive
Posted: 19 days ago
Manvers, Yorkshire
Recruitment Genius
Posted: 16 days ago
Rotherham
Recruitment Genius Ltd
Posted: 20 days ago