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 20 January 2017 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
20 Jan 2017
Same period 2016 Same period 2015
Data Modelling
England / Yorkshire
Rank 77 61 64
Rank change year-on-year
-16 +3
Contract jobs citing Data Modelling 51 77 67
As % of all contract IT jobs located in Yorkshire 2.32% 2.72% 2.72%
As % of the Processes & Methodologies category 2.81% 3.34% 3.39%
Number of daily rates quoted 39 58 50
Median daily rate £450 £413 £450
Median daily rate % change year-on-year
+9.09% -8.33%
90% offered a daily rate of more than £335 £328 £313
10% offered a daily rate of more than £550 £625 £550
UK excluding London median daily rate £450 £430 £430
% change year-on-year
+4.65% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £48.75 £43.75 £70.00
% change year-on-year
+11.42% -37.50%

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
1818 2308 1977
As % of all contract IT jobs located in Yorkshire 82.67% 81.47% 80.30%
Number of daily rates quoted 1201 1497 1372
Median daily rate £403 £400 £375
Median daily rate % change year-on-year
+0.62% +6.66%
90% offered a daily rate of more than £295 £275 £275
10% offered a daily rate of more than £550 £550 £513
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 48 72 40
Median hourly rate £15.93 £19.50 £15.79
Median hourly rate % change year-on-year
-18.30% +23.49%
90% offered a hourly rate of more than £9.50 £10.66 £12.00
10% offered a hourly rate of more than £25.50 £45.00 £55.00
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 20 January 2017.

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 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +2 37 £445 +18.66% 4
South Yorkshire -13 14 £473 -19.57%
North Yorkshire +11 1 £650 +44.44%
Humberside 0 1 £475 -2.56%
East Yorkshire - 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 20 January 2017, 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 63 (47.73%) SQL
2 57 (43.18%) ETL
3 54 (40.91%) Agile Software Development
4 52 (39.39%) Data Warehouse
5 43 (32.58%) Business Intelligence
6 35 (26.52%) Oracle
6 35 (26.52%) SQL Server
7 33 (25.00%) Microsoft
8 31 (23.48%) Finance
9 29 (21.97%) SQL Server Integration Services
10 27 (20.45%) Oracle ODI
11 26 (19.70%) SQL Server Reporting Services
12 25 (18.94%) RAD
12 25 (18.94%) Netezza
12 25 (18.94%) Dimensional Modelling
13 23 (17.42%) T-SQL
14 18 (13.64%) Data Quality
15 15 (11.36%) Big Data
15 15 (11.36%) Analytics
16 14 (10.61%) Data Integration
16 14 (10.61%) Data Management
16 14 (10.61%) MS Excel
16 14 (10.61%) Analytical Skills
16 14 (10.61%) Logical Data Model
17 13 (9.85%) SAP
18 12 (9.09%) Banking
18 12 (9.09%) Hadoop
19 11 (8.33%) Tableau
19 11 (8.33%) Informatica
20 10 (7.58%) BusinessObjects

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 8 (6.06%) Apache Spark
2 7 (5.30%) Confluence
2 7 (5.30%) SAS
3 3 (2.27%) Oracle SOA Suite
3 3 (2.27%) SharePoint
4 2 (1.52%) Apache
4 2 (1.52%) Tomcat
5 1 (0.76%) BizTalk Server
Applications
1 14 (10.61%) MS Excel
2 7 (5.30%) MS Office
3 3 (2.27%) MS Visio
Business Applications
1 3 (2.27%) Dynamics AX
2 1 (0.76%) Dynamics CRM
Cloud Services
1 7 (5.30%) Google Analytics
2 4 (3.03%) Amazon AWS
3 3 (2.27%) IaaS
3 3 (2.27%) Microsoft Azure
3 3 (2.27%) PaaS
3 3 (2.27%) SaaS
Communications & Networking
1 1 (0.76%) Internet
1 1 (0.76%) OpenLDAP
Database & Business Intelligence
1 52 (39.39%) Data Warehouse
2 35 (26.52%) SQL Server
3 29 (21.97%) SQL Server Integration Services
4 27 (20.45%) Oracle ODI
5 26 (19.70%) SQL Server Reporting Services
6 15 (11.36%) Big Data
7 12 (9.09%) Hadoop
8 10 (7.58%) BusinessObjects
8 10 (7.58%) SQL Server Analysis Services
9 9 (6.82%) Apache Hive
10 8 (6.06%) HBase
11 6 (4.55%) DataStage
11 6 (4.55%) SQL Server 2014
12 5 (3.79%) Data Mining
12 5 (3.79%) DB2
13 4 (3.03%) IBM InfoSphere
13 4 (3.03%) MS Access
13 4 (3.03%) NoSQL
13 4 (3.03%) PostgreSQL
13 4 (3.03%) QlikView
Development Applications
1 7 (5.30%) JIRA
2 3 (2.27%) ERwin
3 2 (1.52%) Visual Studio
4 1 (0.76%) JMeter
4 1 (0.76%) Oracle APEX
4 1 (0.76%) SQL Server Management Studio (SSMS)
4 1 (0.76%) Team Foundation Server
General
1 31 (23.48%) Finance
2 12 (9.09%) Banking
3 6 (4.55%) Legal
3 6 (4.55%) Retail
4 5 (3.79%) Retail Banking
5 3 (2.27%) Manufacturing
6 2 (1.52%) Investment Banking
6 2 (1.52%) Telecoms
7 1 (0.76%) Marketing
Job Titles
1 55 (41.67%) Developer
2 31 (23.48%) Analyst
3 22 (16.67%) ETL Developer
4 21 (15.91%) Designer
5 20 (15.15%) ETL Designer
5 20 (15.15%) Oracle Developer
5 20 (15.15%) Oracle ETL Developer
6 16 (12.12%) Architect
6 16 (12.12%) SQL Developer
7 14 (10.61%) Data Analyst
8 10 (7.58%) Consultant
8 10 (7.58%) SSIS Developer
9 8 (6.06%) Business Intelligence Developer
9 8 (6.06%) Data Architect
9 8 (6.06%) Data Consultant
10 7 (5.30%) Big Data Analyst
10 7 (5.30%) T-SQL Developer
11 6 (4.55%) Systems Analyst
12 5 (3.79%) Business Analyst
12 5 (3.79%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 6 (4.55%) XML
2 5 (3.79%) ActiveX
3 4 (3.03%) ADO
3 4 (3.03%) DAO
4 3 (2.27%) Web Services
5 2 (1.52%) Apache Tez
5 2 (1.52%) RESTful
6 1 (0.76%) Cascading
6 1 (0.76%) HTML
6 1 (0.76%) LAPP Stack
Miscellaneous
1 14 (10.61%) Analytical Skills
1 14 (10.61%) Data Integration
2 6 (4.55%) Management Information System
3 4 (3.03%) Mainframe
3 4 (3.03%) Reference Data
3 4 (3.03%) Visualisation
4 3 (2.27%) Enterprise Storage
4 3 (2.27%) FMCG
4 3 (2.27%) Hybrid Cloud
4 3 (2.27%) Social Network
4 3 (2.27%) Tandem
5 2 (1.52%) Data Protection Act
5 2 (1.52%) Data Structures
5 2 (1.52%) Fintech
5 2 (1.52%) Replication
5 2 (1.52%) User Experience
5 2 (1.52%) Wiki
6 1 (0.76%) Mathematics
6 1 (0.76%) Neural Network
6 1 (0.76%) NHS
Operating Systems
1 5 (3.79%) Unix
2 2 (1.52%) Linux
Processes & Methodologies
1 57 (43.18%) ETL
2 54 (40.91%) Agile Software Development
3 43 (32.58%) Business Intelligence
4 25 (18.94%) Dimensional Modelling
4 25 (18.94%) RAD
5 15 (11.36%) Analytics
6 14 (10.61%) Data Management
6 14 (10.61%) Logical Data Model
7 10 (7.58%) Data Architecture
7 10 (7.58%) Project Management
8 9 (6.82%) Data Analysis
8 9 (6.82%) Data Cleansing
8 9 (6.82%) Data Mapping
8 9 (6.82%) Data Migration
8 9 (6.82%) Migration
8 9 (6.82%) Waterfall
9 7 (5.30%) BPMN
9 7 (5.30%) Data Governance
9 7 (5.30%) MapReduce
9 7 (5.30%) Physical Data Model
Programming Languages
1 63 (47.73%) SQL
2 23 (17.42%) T-SQL
3 9 (6.82%) Python
4 7 (5.30%) VBA
5 5 (3.79%) Java
6 4 (3.03%) PL/SQL
6 4 (3.03%) VB
6 4 (3.03%) X++
7 3 (2.27%) Perl
8 2 (1.52%) JavaScript
8 2 (1.52%) PHP
9 1 (0.76%) C
9 1 (0.76%) C++
9 1 (0.76%) COBOL
9 1 (0.76%) MATLAB
9 1 (0.76%) R
9 1 (0.76%) Scala
9 1 (0.76%) Visual J++
Qualifications
1 4 (3.03%) Security Cleared
2 2 (1.52%) CCA
2 2 (1.52%) Microsoft Certification
3 1 (0.76%) BPSS Clearance
3 1 (0.76%) Degree
3 1 (0.76%) PhD
Quality Assurance & Compliance
1 18 (13.64%) Data Quality
System Software
1 3 (2.27%) HDFS
2 2 (1.52%) Docker
Systems Management
1 1 (0.76%) Nagios
Vendors
1 35 (26.52%) Oracle
2 33 (25.00%) Microsoft
3 25 (18.94%) Netezza
4 13 (9.85%) SAP
5 11 (8.33%) Informatica
5 11 (8.33%) Tableau
6 7 (5.30%) Ab Initio
6 7 (5.30%) Google
6 7 (5.30%) IBM
7 4 (3.03%) Cognos
8 3 (2.27%) Splunk
9 2 (1.52%) hybris
10 1 (0.76%) Sybase