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 19 February 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
19 Feb 2017
Same period 2016 Same period 2015
Data Modelling
England / Yorkshire
Rank 85 62 74
Rank change year-on-year
-23 +12
Contract jobs citing Data Modelling 32 82 55
As % of all contract IT jobs located in Yorkshire 1.48% 2.85% 2.14%
As % of the Processes & Methodologies category 1.80% 3.51% 2.63%
Number of daily rates quoted 22 60 38
Median daily rate £400 £405 £450
Median daily rate % change year-on-year
-1.23% -10.00%
90% offered a daily rate of more than £335 £300 £309
10% offered a daily rate of more than £525 £625 £550
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 1 0 0
Median hourly rate £34.24 - -
UK excluding London median hourly rate £42.50 £46.58 £52.50
% change year-on-year
-8.75% -11.27%

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
1777 2335 2092
As % of all contract IT jobs located in Yorkshire 82.42% 81.08% 81.24%
Number of daily rates quoted 1150 1544 1414
Median daily rate £410 £400 £375
Median daily rate % change year-on-year
+2.50% +6.66%
90% offered a daily rate of more than £300 £295 £263
10% offered a daily rate of more than £550 £550 £513
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 43 63 49
Median hourly rate £14.25 £18.75 £17.88
Median hourly rate % change year-on-year
-24.00% +4.89%
90% offered a hourly rate of more than £8.82 £12.09 £9.25
10% offered a hourly rate of more than £27.31 £40.00 £36.00
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

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 19 February 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 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -8 22 £400 +10.34% 12
South Yorkshire -23 7 £338 -40.00% 3
North Yorkshire +12 1 £400 -11.11%
Humberside 0 1 £475 -2.56%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 19 February 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 56 (52.34%) SQL
2 41 (38.32%) ETL
3 40 (37.38%) Business Intelligence
4 37 (34.58%) Agile Software Development
5 36 (33.64%) Data Warehouse
6 32 (29.91%) SQL Server
7 31 (28.97%) Microsoft
8 29 (27.10%) Finance
9 26 (24.30%) SQL Server Integration Services
10 24 (22.43%) T-SQL
11 22 (20.56%) SQL Server Reporting Services
12 17 (15.89%) Oracle
13 16 (14.95%) Data Quality
14 14 (13.08%) SAP
14 14 (13.08%) MS Excel
14 14 (13.08%) Big Data
15 13 (12.15%) Analytics
15 13 (12.15%) Analytical Skills
15 13 (12.15%) Data Integration
15 13 (12.15%) Data Management
16 11 (10.28%) Hadoop
16 11 (10.28%) Logical Data Model
16 11 (10.28%) Oracle ODI
16 11 (10.28%) Tableau
17 10 (9.35%) Netezza
17 10 (9.35%) SQL Server Analysis Services
17 10 (9.35%) Dimensional Modelling
17 10 (9.35%) BusinessObjects
17 10 (9.35%) Informatica
17 10 (9.35%) RAD

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 7 (6.54%) Apache Spark
1 7 (6.54%) Confluence
1 7 (6.54%) SAS
2 3 (2.80%) Oracle SOA Suite
3 2 (1.87%) Apache
3 2 (1.87%) SharePoint
3 2 (1.87%) Tomcat
Applications
1 14 (13.08%) MS Excel
2 7 (6.54%) MS Office
3 3 (2.80%) MS Visio
Business Applications
1 3 (2.80%) Dynamics AX
Cloud Services
1 7 (6.54%) Google Analytics
2 3 (2.80%) Amazon AWS
2 3 (2.80%) IaaS
2 3 (2.80%) Microsoft Azure
2 3 (2.80%) PaaS
2 3 (2.80%) SaaS
Communications & Networking
1 1 (0.93%) Internet
1 1 (0.93%) OpenLDAP
Database & Business Intelligence
1 36 (33.64%) Data Warehouse
2 32 (29.91%) SQL Server
3 26 (24.30%) SQL Server Integration Services
4 22 (20.56%) SQL Server Reporting Services
5 14 (13.08%) Big Data
6 11 (10.28%) Hadoop
6 11 (10.28%) Oracle ODI
7 10 (9.35%) BusinessObjects
7 10 (9.35%) SQL Server Analysis Services
8 8 (7.48%) Apache Hive
9 7 (6.54%) HBase
10 6 (5.61%) DataStage
10 6 (5.61%) QlikView
10 6 (5.61%) SQL Server 2014
11 5 (4.67%) DB2
12 4 (3.74%) Data Lake
12 4 (3.74%) IBM InfoSphere
12 4 (3.74%) MS Access
12 4 (3.74%) PostgreSQL
12 4 (3.74%) SQL Server 2012
Development Applications
1 7 (6.54%) JIRA
2 3 (2.80%) ERwin
3 1 (0.93%) JMeter
3 1 (0.93%) Team Foundation Server
General
1 29 (27.10%) Finance
2 10 (9.35%) Banking
3 6 (5.61%) Legal
4 4 (3.74%) Retail
5 3 (2.80%) Manufacturing
5 3 (2.80%) Retail Banking
6 2 (1.87%) Investment Banking
6 2 (1.87%) Telecoms
7 1 (0.93%) Marketing
Job Titles
1 43 (40.19%) Developer
2 25 (23.36%) Analyst
3 16 (14.95%) SQL Developer
4 15 (14.02%) Architect
5 13 (12.15%) Data Analyst
5 13 (12.15%) ETL Developer
6 11 (10.28%) Consultant
7 10 (9.35%) Designer
7 10 (9.35%) ETL Designer
7 10 (9.35%) Oracle Developer
7 10 (9.35%) Oracle ETL Developer
7 10 (9.35%) SSIS Developer
8 9 (8.41%) Data Consultant
9 8 (7.48%) Business Intelligence Developer
9 8 (7.48%) T-SQL Developer
10 7 (6.54%) Big Data Analyst
10 7 (6.54%) Data Architect
11 5 (4.67%) Systems Analyst
12 4 (3.74%) DBA
12 4 (3.74%) Technical Architect
Libraries, Frameworks & Software Standards
1 6 (5.61%) XML
2 5 (4.67%) ActiveX
3 4 (3.74%) ADO
3 4 (3.74%) DAO
4 3 (2.80%) Web Services
5 2 (1.87%) Apache Tez
6 1 (0.93%) HTML
6 1 (0.93%) LAPP Stack
6 1 (0.93%) RESTful
Miscellaneous
1 13 (12.15%) Analytical Skills
1 13 (12.15%) Data Integration
2 7 (6.54%) Management Information System
3 4 (3.74%) Mainframe
3 4 (3.74%) Reference Data
3 4 (3.74%) Visualisation
4 3 (2.80%) Enterprise Storage
4 3 (2.80%) FMCG
4 3 (2.80%) Hybrid Cloud
4 3 (2.80%) Tandem
5 2 (1.87%) Data Protection Act
5 2 (1.87%) Fintech
5 2 (1.87%) NHS
5 2 (1.87%) Replication
5 2 (1.87%) User Experience
5 2 (1.87%) Wiki
6 1 (0.93%) Data Structures
6 1 (0.93%) Online Banking
Operating Systems
1 5 (4.67%) Unix
2 2 (1.87%) Linux
Processes & Methodologies
1 41 (38.32%) ETL
2 40 (37.38%) Business Intelligence
3 37 (34.58%) Agile Software Development
4 13 (12.15%) Analytics
4 13 (12.15%) Data Management
5 11 (10.28%) Logical Data Model
6 10 (9.35%) Dimensional Modelling
6 10 (9.35%) RAD
7 9 (8.41%) Migration
7 9 (8.41%) Waterfall
8 8 (7.48%) Data Analysis
8 8 (7.48%) Data Architecture
8 8 (7.48%) Data Cleansing
8 8 (7.48%) Data Mapping
8 8 (7.48%) Data Migration
8 8 (7.48%) Project Management
9 7 (6.54%) BPMN
9 7 (6.54%) MapReduce
10 6 (5.61%) Physical Data Model
11 5 (4.67%) Information Governance
Programming Languages
1 56 (52.34%) SQL
2 24 (22.43%) T-SQL
3 8 (7.48%) Python
4 7 (6.54%) VBA
5 4 (3.74%) Java
5 4 (3.74%) VB
5 4 (3.74%) X++
6 3 (2.80%) Perl
6 3 (2.80%) PL/SQL
7 2 (1.87%) JavaScript
7 2 (1.87%) PHP
8 1 (0.93%) ABAP
8 1 (0.93%) COBOL
8 1 (0.93%) Visual J++
Qualifications
1 5 (4.67%) Security Cleared
2 2 (1.87%) CCA
2 2 (1.87%) Microsoft Certification
3 1 (0.93%) BPSS Clearance
3 1 (0.93%) Degree
3 1 (0.93%) SC Cleared
Quality Assurance & Compliance
1 16 (14.95%) Data Quality
2 2 (1.87%) IFRS
2 2 (1.87%) IFRS 9
System Software
1 3 (2.80%) HDFS
2 2 (1.87%) Docker
Systems Management
1 1 (0.93%) Nagios
Vendors
1 31 (28.97%) Microsoft
2 17 (15.89%) Oracle
3 14 (13.08%) SAP
4 11 (10.28%) Tableau
5 10 (9.35%) Informatica
5 10 (9.35%) Netezza
6 7 (6.54%) Ab Initio
6 7 (6.54%) Google
6 7 (6.54%) IBM
7 4 (3.74%) Cognos
8 3 (2.80%) Splunk
9 2 (1.87%) hybris