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

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 136 125 153
Rank change year-on-year
-11 +28
Permanent jobs citing Data Modelling 92 135 135
As % of all permanent IT jobs located in Yorkshire 1.74% 2.14% 1.79%
As % of the Processes & Methodologies category 1.95% 2.42% 2.02%
Number of salaries quoted 83 93 125
Median salary £42,500 £47,500 £45,000
Median salary % change year-on-year
-10.52% +5.55%
90% offered a salary of more than £32,500 £36,028 £35,000
10% offered a salary of more than £70,000 £62,500 £57,500
UK excluding London median salary £47,500 £48,272 £45,000
% change year-on-year
-1.59% +7.27%
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
4709 5588 6669
As % of all permanent IT jobs located in Yorkshire 88.83% 88.43% 88.21%
Number of salaries quoted 4057 4544 5345
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £30,000 £30,000 £27,500
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 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 4 December 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 4 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
West Yorkshire -2 81 £42,500 -15.00% 14
North Yorkshire -3 8 £32,500 -4.41% 1
South Yorkshire -6 2 £45,000 +23.16% 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 4 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 Yorkshire region with a requirement for Data Modelling.

1 97 (54.80%) SQL
2 84 (47.46%) SQL Server
2 84 (47.46%) Business Intelligence
3 65 (36.72%) ETL
4 55 (31.07%) SQL Server Integration Services
5 51 (28.81%) T-SQL
6 50 (28.25%) Data Warehouse
7 49 (27.68%) Microsoft
8 48 (27.12%) SQL Server Reporting Services
9 44 (24.86%) SQL Server Analysis Services
10 40 (22.60%) Analytics
11 35 (19.77%) Big Data
11 35 (19.77%) Agile Software Development
12 32 (18.08%) Analytical Skills
13 31 (17.51%) Visualisation
14 30 (16.95%) Finance
15 29 (16.38%) Hadoop
15 29 (16.38%) Degree
16 28 (15.82%) Oracle
17 26 (14.69%) C#
18 25 (14.12%) Data Visualisation
19 24 (13.56%) MS Excel
20 23 (12.99%) Python
20 23 (12.99%) SAS
21 21 (11.86%) .NET
22 20 (11.30%) Data Management
23 19 (10.73%) Data Mining
24 18 (10.17%) Stakeholder Management
24 18 (10.17%) VB.NET
24 18 (10.17%) Use Case

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 23 (12.99%) SAS
2 14 (7.91%) Apache Spark
3 6 (3.39%) Oracle SOA Suite
4 5 (2.82%) SharePoint
5 3 (1.69%) OpenStack
6 2 (1.13%) Apache Pig
6 2 (1.13%) Confluence
6 2 (1.13%) Elasticsearch
7 1 (0.56%) OpenEdge
Applications
1 24 (13.56%) MS Excel
2 15 (8.47%) MS Visio
3 14 (7.91%) SPSS
4 8 (4.52%) MS Office
5 1 (0.56%) 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 7 (3.95%) Amazon AWS
2 6 (3.39%) Microsoft Azure
Communications & Networking
1 6 (3.39%) Internet
1 6 (3.39%) Intranet
2 5 (2.82%) Extranet
Database & Business Intelligence
1 84 (47.46%) SQL Server
2 55 (31.07%) SQL Server Integration Services
3 50 (28.25%) Data Warehouse
4 48 (27.12%) SQL Server Reporting Services
5 44 (24.86%) SQL Server Analysis Services
6 35 (19.77%) Big Data
7 29 (16.38%) Hadoop
8 19 (10.73%) Data Mining
9 17 (9.60%) Relational Database
10 15 (8.47%) SQL Server 2012
11 14 (7.91%) BusinessObjects
11 14 (7.91%) MySQL
11 14 (7.91%) SQL Server 2014
12 13 (7.34%) Oracle Database
13 12 (6.78%) RDBMS
14 11 (6.21%) QlikView
15 9 (5.08%) Power BI
16 7 (3.95%) Apache Hive
17 6 (3.39%) Biml
17 6 (3.39%) SAP Data Services
Development Applications
1 11 (6.21%) Team Foundation Server
1 11 (6.21%) Visual Studio
2 8 (4.52%) JIRA
3 6 (3.39%) Git (software)
4 3 (1.69%) Oracle Forms
4 3 (1.69%) Talend Open Studio
5 2 (1.13%) Balsamiq Mockups
5 2 (1.13%) ERwin
6 1 (0.56%) WebSpeed
General
1 30 (16.95%) Finance
2 14 (7.91%) Retail
3 12 (6.78%) Banking
4 11 (6.21%) French Language
5 10 (5.65%) Automotive
6 3 (1.69%) Telecoms
7 2 (1.13%) Marketing
8 1 (0.56%) Back Office
8 1 (0.56%) Manufacturing
Job Titles
1 71 (40.11%) Developer
2 50 (28.25%) Analyst
3 26 (14.69%) Architect
3 26 (14.69%) SQL Developer
4 22 (12.43%) Business Intelligence Developer
5 19 (10.73%) Business Analyst
6 16 (9.04%) Data Architect
7 15 (8.47%) SQL BI Developer
8 14 (7.91%) SSIS Developer
9 13 (7.34%) T-SQL Developer
10 12 (6.78%) .NET Developer
10 12 (6.78%) Business Consultant
10 12 (6.78%) Business Intelligence Consultant
10 12 (6.78%) Consultant
11 10 (5.65%) Business Intelligence Analyst
11 10 (5.65%) Senior Analyst
11 10 (5.65%) Senior Business Analyst
12 9 (5.08%) ETL Developer
12 9 (5.08%) Java Developer
12 9 (5.08%) SQL Server Architect
Libraries, Frameworks & Software Standards
1 21 (11.86%) .NET
2 13 (7.34%) ASP.NET
3 10 (5.65%) .NET Framework
4 8 (4.52%) Node.js
4 8 (4.52%) XML
5 7 (3.95%) HTML
5 7 (3.95%) Web Services
6 6 (3.39%) CSS
7 5 (2.82%) Ajax
7 5 (2.82%) ASP.NET Web API
7 5 (2.82%) MDX
7 5 (2.82%) WinForms
8 4 (2.26%) Java EE
8 4 (2.26%) SOAP
9 3 (1.69%) OpenDaylight
10 2 (1.13%) Middleware
11 1 (0.56%) JSON
11 1 (0.56%) SAP Basis
Miscellaneous
1 32 (18.08%) Analytical Skills
2 31 (17.51%) Visualisation
3 17 (9.60%) Management Information System
3 17 (9.60%) Statistics
4 13 (7.34%) Credit Risk
4 13 (7.34%) Data Integration
5 12 (6.78%) Mathematics
6 10 (5.65%) Neural Network
7 9 (5.08%) Economics
8 5 (2.82%) Computer Science
8 5 (2.82%) Enterprise Software
9 3 (1.69%) Data Centre
10 2 (1.13%) Virtual Team
11 1 (0.56%) Client/Server
11 1 (0.56%) Clustering
11 1 (0.56%) Data Extraction
11 1 (0.56%) Data Protection Act
11 1 (0.56%) FMCG
11 1 (0.56%) Physics
11 1 (0.56%) Replication
Operating Systems
1 8 (4.52%) Windows
2 1 (0.56%) Linux
2 1 (0.56%) Unix
2 1 (0.56%) Windows Server
Processes & Methodologies
1 84 (47.46%) Business Intelligence
2 65 (36.72%) ETL
3 40 (22.60%) Analytics
4 35 (19.77%) Agile Software Development
5 25 (14.12%) Data Visualisation
6 20 (11.30%) Data Management
7 18 (10.17%) Stakeholder Management
7 18 (10.17%) Use Case
8 17 (9.60%) Logical Data Model
9 15 (8.47%) Change Management
9 15 (8.47%) Mentoring
9 15 (8.47%) SDLC
10 14 (7.91%) Business Analysis
10 14 (7.91%) Coaching
10 14 (7.91%) Data Analytics
10 14 (7.91%) Physical Data Model
10 14 (7.91%) TOGAF
11 13 (7.34%) GAP Analysis
11 13 (7.34%) Kimball Methodology
11 13 (7.34%) User Stories
Programming Languages
1 97 (54.80%) SQL
2 51 (28.81%) T-SQL
3 26 (14.69%) C#
4 23 (12.99%) Python
5 18 (10.17%) VB.NET
6 16 (9.04%) Java
7 12 (6.78%) JavaScript
8 10 (5.65%) Scala
9 5 (2.82%) VBA
10 2 (1.13%) R
10 2 (1.13%) Shell Script
10 2 (1.13%) VB
11 1 (0.56%) OpenEdge ABL
11 1 (0.56%) PL/SQL
11 1 (0.56%) PowerShell
11 1 (0.56%) Progress 4GL
Qualifications
1 29 (16.38%) Degree
2 11 (6.21%) Microsoft Certification
3 5 (2.82%) ISEB
3 5 (2.82%) MCSA
3 5 (2.82%) MCSE
4 4 (2.26%) ISTQB
5 1 (0.56%) MCITP
Quality Assurance & Compliance
1 5 (2.82%) Data Quality
2 3 (1.69%) SLA
3 2 (1.13%) QA
System Software
1 8 (4.52%) Apache Flume
2 3 (1.69%) Docker
2 3 (1.69%) VMware Infrastructure
3 2 (1.13%) HDFS
4 1 (0.56%) Active Directory
Systems Management
1 3 (1.69%) Ansible
2 1 (0.56%) Failover Clustering
Vendors
1 49 (27.68%) Microsoft
2 28 (15.82%) Oracle
3 15 (8.47%) SAP
4 10 (5.65%) Tableau
5 8 (4.52%) Cloudera
6 5 (2.82%) Splunk
7 4 (2.26%) MicroStrategy
7 4 (2.26%) Sun
7 4 (2.26%) VMware
8 3 (1.69%) Cisco
8 3 (1.69%) IBM
8 3 (1.69%) Talend
9 2 (1.13%) HP
9 2 (1.13%) Salesforce.com
9 2 (1.13%) Sybase
10 1 (0.56%) Hyperion
10 1 (0.56%) Informatica
10 1 (0.56%) Progress
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: 2 days ago
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £45000 per annum + benefits
Posted: Yesterday
Leeds, West Yorkshire
ANSON MCCADE
Salary: £75,000 - £95,000
Posted: 2 days ago
Yorkshire
Mortimer Spinks
Salary: £25000 - £45000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £45,000 per annum + Benefits
Posted: 5 days ago
North Yorkshire
Streamline Connections Ltd
Salary: £600 - £850 per day
Posted: 4 days ago
Leeds, West Yorkshire
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £42000 per annum + Bonus + Benefits
Posted: 3 days ago
Huddersfield, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £35000 per annum + Excellent Benefits
Posted: 6 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary + Benefits
Posted: 24 days ago
Leeds
Computer Futures
Salary: competitive
Posted: 17 days ago