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 5 December 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
5 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 55 50 69
Rank change year-on-year
-5 +19
Contract jobs citing Data Modelling 80 103 61
As % of all contract IT jobs located in Yorkshire 3.25% 3.38% 2.32%
As % of the Processes & Methodologies category 3.99% 4.04% 2.97%
Number of daily rates quoted 57 90 45
Median daily rate £450 £425 £450
Median daily rate % change year-on-year
+5.88% -5.55%
90% offered a daily rate of more than £338 £325 £305
10% offered a daily rate of more than £550 £570 £540
UK excluding London median daily rate £450 £425 £440
% change year-on-year
+5.88% -3.40%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £46.50 £35.21 £74.50
% change year-on-year
+32.08% -52.74%
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
2004 2547 2053
As % of all contract IT jobs located in Yorkshire 81.46% 83.67% 78.06%
Number of daily rates quoted 1321 1703 1327
Median daily rate £425 £400 £375
Median daily rate % change year-on-year
+6.25% +6.66%
90% offered a daily rate of more than £300 £275 £270
10% offered a daily rate of more than £550 £550 £535
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 64 96 54
Median hourly rate £17.00 £15.50 £16.17
Median hourly rate % change year-on-year
+9.67% -4.14%
90% offered a hourly rate of more than £11.25 £10.60 £10.60
10% offered a hourly rate of more than £32.50 £45.00 £42.50
UK excluding London median hourly rate £30.75 £34.95 £25.00
% change year-on-year
-12.01% +39.80%

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 5 December 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 5 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +4 58 £433 +1.76% 13
South Yorkshire -17 20 £495 +3.66% 2
East Yorkshire - 2 - -
North Yorkshire +3 1 £650 +82.45% 1
Humberside +2 1 £475 -2.56%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 5 December 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 73 (43.98%) SQL
2 68 (40.96%) ETL
3 65 (39.16%) Data Warehouse
4 56 (33.73%) Agile Software Development
5 53 (31.93%) Oracle
6 47 (28.31%) Finance
7 40 (24.10%) Business Intelligence
8 37 (22.29%) SQL Server
9 36 (21.69%) SQL Server Integration Services
10 34 (20.48%) Oracle ODI
11 33 (19.88%) SQL Server Reporting Services
11 33 (19.88%) Microsoft
12 31 (18.67%) RAD
12 31 (18.67%) Netezza
12 31 (18.67%) Dimensional Modelling
13 24 (14.46%) Data Quality
13 24 (14.46%) T-SQL
14 22 (13.25%) Data Integration
15 19 (11.45%) Logical Data Model
16 18 (10.84%) Big Data
16 18 (10.84%) Banking
17 17 (10.24%) Informatica
18 16 (9.64%) Project Management
18 16 (9.64%) Analytical Skills
19 15 (9.04%) SAP
19 15 (9.04%) Data Management
19 15 (9.04%) Data Analysis
19 15 (9.04%) Data Architecture
19 15 (9.04%) Hadoop
20 14 (8.43%) MS Excel

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 11 (6.63%) Apache Spark
2 9 (5.42%) SAS
3 6 (3.61%) SharePoint
4 5 (3.01%) Apache Pig
4 5 (3.01%) Confluence
5 4 (2.41%) BizTalk Server
6 1 (0.60%) Apache
6 1 (0.60%) Tomcat
Applications
1 14 (8.43%) MS Excel
2 4 (2.41%) MS Office
Business Applications
1 4 (2.41%) Dynamics CRM
2 3 (1.81%) Dynamics AX
3 1 (0.60%) SAP CRM
3 1 (0.60%) Temenos T24
Cloud Services
1 7 (4.22%) Google Analytics
2 5 (3.01%) Amazon AWS
3 3 (1.81%) Microsoft Azure
4 1 (0.60%) PaaS
Communications & Networking
1 4 (2.41%) LDAP
2 2 (1.20%) Internet
3 1 (0.60%) OpenLDAP
Database & Business Intelligence
1 65 (39.16%) Data Warehouse
2 37 (22.29%) SQL Server
3 36 (21.69%) SQL Server Integration Services
4 34 (20.48%) Oracle ODI
5 33 (19.88%) SQL Server Reporting Services
6 18 (10.84%) Big Data
7 15 (9.04%) Hadoop
8 13 (7.83%) Apache Hive
8 13 (7.83%) BusinessObjects
9 11 (6.63%) Oracle Database
9 11 (6.63%) Oracle Database 12c
10 10 (6.02%) DB2
11 9 (5.42%) Star Schema
12 8 (4.82%) SQL Server Analysis Services
13 7 (4.22%) Data Mining
13 7 (4.22%) HBase
14 6 (3.61%) Data Lake
14 6 (3.61%) DataStage
15 5 (3.01%) Oracle BI EE
15 5 (3.01%) SQL Server 2014
Development Applications
1 11 (6.63%) Visual Studio
2 7 (4.22%) Oracle APEX
2 7 (4.22%) SQL Server Management Studio (SSMS)
3 5 (3.01%) JIRA
4 4 (2.41%) ERwin
5 1 (0.60%) JMeter
5 1 (0.60%) Talend Open Studio
General
1 47 (28.31%) Finance
2 18 (10.84%) Banking
3 8 (4.82%) Retail
4 7 (4.22%) Retail Banking
5 6 (3.61%) Legal
6 3 (1.81%) Manufacturing
7 1 (0.60%) Investment Banking
7 1 (0.60%) Marketing
Job Titles
1 67 (40.36%) Developer
2 37 (22.29%) Analyst
3 26 (15.66%) Designer
4 23 (13.86%) ETL Developer
4 23 (13.86%) Oracle Developer
5 22 (13.25%) ETL Designer
5 22 (13.25%) Oracle ETL Developer
6 18 (10.84%) Architect
7 15 (9.04%) SQL Developer
8 14 (8.43%) Data Analyst
9 11 (6.63%) Consultant
10 10 (6.02%) Business Intelligence Developer
11 9 (5.42%) Data Architect
11 9 (5.42%) ETL Tester
11 9 (5.42%) SSIS Developer
11 9 (5.42%) Systems Analyst
11 9 (5.42%) Tester
12 8 (4.82%) Business Analyst
12 8 (4.82%) Data Consultant
13 7 (4.22%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 7 (4.22%) XML
2 6 (3.61%) Apache Tez
3 5 (3.01%) ActiveX
4 4 (2.41%) ADO
4 4 (2.41%) DAO
5 2 (1.20%) HTML
5 2 (1.20%) Node.js
5 2 (1.20%) RESTful
6 1 (0.60%) Cascading
6 1 (0.60%) LAPP Stack
6 1 (0.60%) MDX
Miscellaneous
1 22 (13.25%) Data Integration
2 16 (9.64%) Analytical Skills
3 9 (5.42%) Social Network
4 7 (4.22%) Data Structures
5 6 (3.61%) Mainframe
5 6 (3.61%) Visualisation
6 4 (2.41%) Reference Data
7 3 (1.81%) Algorithms
7 3 (1.81%) FMCG
7 3 (1.81%) iSeries
7 3 (1.81%) Management Information System
7 3 (1.81%) Tandem
8 2 (1.20%) Data Protection Act
8 2 (1.20%) Fintech
8 2 (1.20%) Online Banking
8 2 (1.20%) Replication
9 1 (0.60%) Computer Science
9 1 (0.60%) Mathematics
9 1 (0.60%) Physics
9 1 (0.60%) Statistics
Operating Systems
1 8 (4.82%) Unix
2 4 (2.41%) Linux
Processes & Methodologies
1 68 (40.96%) ETL
2 56 (33.73%) Agile Software Development
3 40 (24.10%) Business Intelligence
4 31 (18.67%) Dimensional Modelling
4 31 (18.67%) RAD
5 19 (11.45%) Logical Data Model
6 16 (9.64%) Project Management
7 15 (9.04%) Data Analysis
7 15 (9.04%) Data Architecture
7 15 (9.04%) Data Management
8 14 (8.43%) Analytics
9 13 (7.83%) Data Governance
10 12 (7.23%) Data Migration
10 12 (7.23%) Migration
11 11 (6.63%) Data Mapping
12 10 (6.02%) Data Cleansing
12 10 (6.02%) Stakeholder Management
13 9 (5.42%) Waterfall
14 8 (4.82%) Kimball Methodology
14 8 (4.82%) MapReduce
Programming Languages
1 73 (43.98%) SQL
2 24 (14.46%) T-SQL
3 10 (6.02%) Python
4 8 (4.82%) PL/SQL
5 7 (4.22%) C
5 7 (4.22%) Java
5 7 (4.22%) VBA
6 4 (2.41%) VB
6 4 (2.41%) X++
7 3 (1.81%) COBOL
7 3 (1.81%) Perl
7 3 (1.81%) R
7 3 (1.81%) Scala
8 2 (1.20%) JavaScript
8 2 (1.20%) PHP
8 2 (1.20%) Visual J++
9 1 (0.60%) C++
9 1 (0.60%) MATLAB
Qualifications
1 5 (3.01%) Security Cleared
2 2 (1.20%) CCA
2 2 (1.20%) Microsoft Certification
3 1 (0.60%) BPSS Clearance
3 1 (0.60%) Degree
3 1 (0.60%) PhD
3 1 (0.60%) SC Cleared
Quality Assurance & Compliance
1 24 (14.46%) Data Quality
System Software
1 4 (2.41%) Active Directory
1 4 (2.41%) Apache Flume
2 3 (1.81%) HDFS
3 2 (1.20%) Docker
Systems Management
1 1 (0.60%) Nagios
Vendors
1 53 (31.93%) Oracle
2 33 (19.88%) Microsoft
3 31 (18.67%) Netezza
4 17 (10.24%) Informatica
5 15 (9.04%) SAP
6 11 (6.63%) Tableau
7 7 (4.22%) Google
7 7 (4.22%) IBM
8 6 (3.61%) Ab Initio
9 4 (2.41%) Cognos
10 3 (1.81%) Splunk
11 2 (1.20%) Cloudera
11 2 (1.20%) Hortonworks
11 2 (1.20%) Platfora
12 1 (0.60%) Avaloq
12 1 (0.60%) Capita
12 1 (0.60%) Hyperion
12 1 (0.60%) Misys
12 1 (0.60%) SunGard
12 1 (0.60%) Talend
Leeds, West Yorkshire
Hotfoot Recruitment
Rate: Up to £425 per day
Posted: 4 days ago
Leeds
Nigel Frank International
Rate: £300 - £350 per annum
Posted: 5 days ago
Leeds, West Yorkshire
ANSON MCCADE
Rate: £500 - £650 DR
Posted: 4 days ago
Wakefield
Nigel Frank International
Rate: £375 - £400 per day
Posted: 7 days ago
Bradford, West Yorkshire
Northern Recruitment Group
Rate: From £30,000 to £35,000 per annum 12 month fixed term contract
Posted: 4 days ago
Leeds, United Kingdom
NHS Digital
Rate: £40,028 - £48,034
Posted: 6 days ago
Sheffield, Yorkshire
Maclellan Smith
Rate: Market rates paid
Posted: 7 days ago