The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 63 48 40
Rank change year-on-year
-15 -8
Contract jobs citing Data Modelling 89 109 87
As % of all contract IT jobs located in Yorkshire 3.09% 3.70% 3.75%
As % of the Processes & Methodologies category 3.65% 4.55% 4.81%
Number of daily rates quoted 58 95 46
Median daily rate £420 £365 £413
Median daily rate % change year-on-year
+15.06% -11.51%
90% offered a daily rate of more than £350 £300 £313
10% offered a daily rate of more than £550 £510 £555
UK excluding London median daily rate £423 £420 £400
% change year-on-year
+0.59% +5.00%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £15.39
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
Data Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Yorkshire region.

Processes & Methodologies Category
Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
2440 2397 1810
As % of all contract IT jobs located in Yorkshire 84.81% 81.31% 77.98%
Number of daily rates quoted 1621 1697 1138
Median daily rate £425 £363 £350
Median daily rate % change year-on-year
+17.24% +3.57%
90% offered a daily rate of more than £313 £275 £225
10% offered a daily rate of more than £550 £500 £450
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 41 58 60
Median hourly rate £14.50 £21.53 £15.39
Median hourly rate % change year-on-year
-32.63% +39.90%
90% offered a hourly rate of more than £11.72 £10.50 £10.00
10% offered a hourly rate of more than £37.00 £40.00 £34.60
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

Data Modelling
Jobs Demand Trend in Yorkshire

The demand trend of contract jobs across the Yorkshire region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Yorkshire

Data Modelling
Daily Rate Trend in Yorkshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the Yorkshire region.

Data Modelling Daily Rate Trend in Yorkshire

Data Modelling
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Yorkshire region over the 3 months to 25 July 2016.

Data Modelling Daily Rate Histogram in Yorkshire

Data Modelling
Hourly Rate Trend in Yorkshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the Yorkshire region.

Data Modelling Hourly Rate Trend in Yorkshire

Data Modelling
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Yorkshire region over the 3 months to 25 July 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -31 53 £423 +20.71% 12
South Yorkshire -2 17 £475 -1.04% 1
North Yorkshire +9 15 £375 -18.91% 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 25 July 2016, IT contractor 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 contract ads across the Yorkshire region with a requirement for Data Modelling.

1 86 (44.10%) SQL
2 81 (41.54%) Finance
3 78 (40.00%) Oracle
3 78 (40.00%) Data Warehouse
4 72 (36.92%) Business Intelligence
5 52 (26.67%) Data Architecture
6 46 (23.59%) Informatica
6 46 (23.59%) ETL
7 41 (21.03%) ERwin
7 41 (21.03%) Analytical Skills
8 40 (20.51%) Data Management
9 39 (20.00%) BusinessObjects
10 36 (18.46%) Microsoft
10 36 (18.46%) Logical Data Model
10 36 (18.46%) Data Quality
11 34 (17.44%) Hadoop
12 33 (16.92%) SAS
13 32 (16.41%) Data Analysis
14 31 (15.90%) SQL Server
14 31 (15.90%) Enterprise Data Warehouse
15 30 (15.38%) Visualisation
15 30 (15.38%) Apache Hive
15 30 (15.38%) Agile Software Development
16 29 (14.87%) Unix
17 28 (14.36%) Data Visualisation
17 28 (14.36%) Physical Data Model
18 27 (13.85%) HBase
18 27 (13.85%) MongoDB
19 26 (13.33%) Data Governance
19 26 (13.33%) PostgreSQL

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 33 (16.92%) SAS
2 6 (3.08%) SharePoint
3 5 (2.56%) Apache Pig
4 4 (2.05%) Apache Spark
4 4 (2.05%) BizTalk Server
5 2 (1.03%) Confluence
6 1 (0.51%) Oracle Workflow
Applications
1 11 (5.64%) MS Excel
2 4 (2.05%) MS Office
3 2 (1.03%) MS PowerPoint
3 2 (1.03%) MS Visio
4 1 (0.51%) Spreadsheet
Business Applications
1 9 (4.62%) Dynamics CRM
2 6 (3.08%) SAP CRM
3 1 (0.51%) SAP IS-U
3 1 (0.51%) Siebel Analytics
3 1 (0.51%) Temenos T24
Cloud Services
1 3 (1.54%) Microsoft Azure
2 1 (0.51%) Amazon AWS
2 1 (0.51%) PaaS
Communications & Networking
1 5 (2.56%) LDAP
2 2 (1.03%) Internet
Database & Business Intelligence
1 78 (40.00%) Data Warehouse
2 39 (20.00%) BusinessObjects
3 34 (17.44%) Hadoop
4 31 (15.90%) Enterprise Data Warehouse
4 31 (15.90%) SQL Server
5 30 (15.38%) Apache Hive
6 27 (13.85%) HBase
6 27 (13.85%) MongoDB
7 26 (13.33%) PostgreSQL
8 24 (12.31%) Oracle Database
9 23 (11.79%) Pentaho
10 19 (9.74%) SQL Server Integration Services
11 18 (9.23%) SQL Server Reporting Services
11 18 (9.23%) Star Schema
12 17 (8.72%) Data Mining
13 16 (8.21%) Oracle ODI
14 13 (6.67%) IBM InfoSphere
14 13 (6.67%) Oracle Database 11g
15 12 (6.15%) Big Data
16 11 (5.64%) Oracle Database 12c
Development Applications
1 41 (21.03%) ERwin
2 11 (5.64%) Visual Studio
3 7 (3.59%) Oracle APEX
3 7 (3.59%) SQL Server Management Studio (SSMS)
4 2 (1.03%) JIRA
4 2 (1.03%) Talend Open Studio
5 1 (0.51%) Git (software)
5 1 (0.51%) Subversion
General
1 81 (41.54%) Finance
2 19 (9.74%) Banking
3 6 (3.08%) Retail
4 5 (2.56%) Legal
5 4 (2.05%) Billing
6 3 (1.54%) Retail Banking
7 2 (1.03%) Telecoms
Job Titles
1 59 (30.26%) Analyst
2 55 (28.21%) Architect
3 34 (17.44%) Developer
4 30 (15.38%) Data Architect
5 25 (12.82%) Business Analyst
5 25 (12.82%) Enterprise Architect
6 22 (11.28%) Data Analyst
6 22 (11.28%) Data Modeller
7 16 (8.21%) Enterprise Data Architect
7 16 (8.21%) Tester
8 14 (7.18%) ETL Tester
9 12 (6.15%) Senior Analyst
10 10 (5.13%) Business Intelligence Analyst
10 10 (5.13%) Designer
10 10 (5.13%) Senior Architect
10 10 (5.13%) Senior Data Modeller
11 9 (4.62%) Data Warehouse Architect
11 9 (4.62%) Senior Enterprise Architect
12 7 (3.59%) Business Intelligence Developer
12 7 (3.59%) Oracle Developer
Libraries, Frameworks & Software Standards
1 6 (3.08%) Web Services
2 4 (2.05%) Apache Tez
2 4 (2.05%) HTML
2 4 (2.05%) XML
3 3 (1.54%) AngularJS
3 3 (1.54%) Backbone.js
3 3 (1.54%) CSS
3 3 (1.54%) CSS3
3 3 (1.54%) HTML5
3 3 (1.54%) MDX
3 3 (1.54%) React
3 3 (1.54%) REST
3 3 (1.54%) RESTful
3 3 (1.54%) SOAP
4 2 (1.03%) Ajax
4 2 (1.03%) CodeIgniter
4 2 (1.03%) DAO
4 2 (1.03%) jQuery
4 2 (1.03%) Node.js
4 2 (1.03%) XML Messaging
Miscellaneous
1 41 (21.03%) Analytical Skills
2 30 (15.38%) Visualisation
3 25 (12.82%) Data Integration
4 19 (9.74%) Management Information System
5 18 (9.23%) Data Structures
6 13 (6.67%) Algorithms
7 10 (5.13%) Computer Science
8 8 (4.10%) Social Network
9 6 (3.08%) Reference Data
10 4 (2.05%) Data Protection Act
11 3 (1.54%) iSeries
11 3 (1.54%) Taxonomies
12 2 (1.03%) Credit Risk
12 2 (1.03%) Mainframe
12 2 (1.03%) User Experience
13 1 (0.51%) Data Extraction
13 1 (0.51%) Market Risk
13 1 (0.51%) Online Banking
13 1 (0.51%) Replication
13 1 (0.51%) Statistics
Operating Systems
1 29 (14.87%) Unix
2 6 (3.08%) Linux
3 1 (0.51%) AIX
3 1 (0.51%) Red Hat Enterprise Linux
3 1 (0.51%) Windows
Processes & Methodologies
1 72 (36.92%) Business Intelligence
2 52 (26.67%) Data Architecture
3 46 (23.59%) ETL
4 40 (20.51%) Data Management
5 36 (18.46%) Logical Data Model
6 32 (16.41%) Data Analysis
7 30 (15.38%) Agile Software Development
8 28 (14.36%) Data Visualisation
8 28 (14.36%) Physical Data Model
9 26 (13.33%) Data Governance
10 25 (12.82%) Open Source
11 23 (11.79%) Dimensional Modelling
12 21 (10.77%) Information Management
13 19 (9.74%) Business Analysis
13 19 (9.74%) CRM
13 19 (9.74%) Quality Management
13 19 (9.74%) Stakeholder Management
14 18 (9.23%) Data Mapping
14 18 (9.23%) SFIA
15 15 (7.69%) Data Transformation
Programming Languages
1 86 (44.10%) SQL
2 25 (12.82%) Shell Script
3 20 (10.26%) PL/SQL
4 11 (5.64%) JavaScript
5 10 (5.13%) Python
6 9 (4.62%) C++
7 7 (3.59%) C
7 7 (3.59%) T-SQL
8 6 (3.08%) VBA
9 4 (2.05%) Java
10 2 (1.03%) COBOL
10 2 (1.03%) PHP
10 2 (1.03%) R
10 2 (1.03%) Scala
11 1 (0.51%) Objective-C
11 1 (0.51%) Visual J++
Qualifications
1 11 (5.64%) Degree
2 8 (4.10%) ISEB
3 6 (3.08%) BPSS Clearance
3 6 (3.08%) Security Cleared
4 4 (2.05%) CCA
5 2 (1.03%) MBA
5 2 (1.03%) SAS Certification
5 2 (1.03%) SC Cleared
6 1 (0.51%) BC Cleared
Quality Assurance & Compliance
1 36 (18.46%) Data Quality
2 6 (3.08%) QA
3 3 (1.54%) Disclosure Scotland
4 1 (0.51%) FATCA
4 1 (0.51%) ISO/IEC 27001
System Software
1 4 (2.05%) Active Directory
1 4 (2.05%) Apache Flume
Vendors
1 78 (40.00%) Oracle
2 46 (23.59%) Informatica
3 36 (18.46%) Microsoft
4 25 (12.82%) CA
5 23 (11.79%) Tableau
6 13 (6.67%) IBM
7 10 (5.13%) Netezza
8 8 (4.10%) SAP
9 5 (2.56%) Cognos
10 2 (1.03%) Cloudera
10 2 (1.03%) Hortonworks
10 2 (1.03%) Platfora
10 2 (1.03%) Siebel
10 2 (1.03%) Talend
11 1 (0.51%) Ab Initio
11 1 (0.51%) Avaloq
11 1 (0.51%) Capita
11 1 (0.51%) Embarcadero
11 1 (0.51%) Red Hat
11 1 (0.51%) Teradata
Leeds, West Yorkshire
Integrity IT Solutions
Posted: 6 days ago
Leeds, West Yorkshire
Experis Ltd
Rate: £350.00 - £385.00 per day
Posted: 4 days ago