The table below looks at the statistics for Data Architecture 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 Architecture over the 3 months to 5 May 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 May 2016
Same period 2015 Same period 2014
Data Architecture
Rank 77 116 120
Rank change year-on-year
+39 +4
Contract jobs citing Data Architecture 61 24 15
As % of all contract IT jobs located in Yorkshire 2.14% 0.83% 0.60%
As % of the Processes & Methodologies category 2.60% 1.00% 0.79%
Number of daily rates quoted 48 21 10
Median daily rate £638 £463 £363
Median daily rate % change year-on-year
+37.83% +27.58%
90% offered a daily rate of more than £411 £425 £279
10% offered a daily rate of more than £750 £588 £588
UK excluding London median daily rate £500 £500 £460
% change year-on-year
- +8.69%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £37.80
Data Architecture
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
2349 2389 1903
As % of all contract IT jobs located in Yorkshire 82.22% 82.72% 75.82%
Number of daily rates quoted 1641 1568 1248
Median daily rate £425 £365 £335
Median daily rate % change year-on-year
+16.43% +8.95%
90% offered a daily rate of more than £313 £250 £222
10% offered a daily rate of more than £588 £475 £450
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 49 62 49
Median hourly rate £14.50 £16.72 £25.00
Median hourly rate % change year-on-year
-13.27% -33.12%
90% offered a hourly rate of more than £9.70 £9.23 £10.00
10% offered a hourly rate of more than £35.00 £35.00 £45.00
UK excluding London median hourly rate £36.00 £30.00 £30.41
% change year-on-year
+20.00% -1.35%

Data Architecture
Jobs Demand Trend in Yorkshire

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

Data Architecture Jobs Demand Trend in Yorkshire

Data Architecture
Daily Rate Trend in Yorkshire

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

Data Architecture Daily Rate Trend in Yorkshire

Data Architecture
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Architecture across the Yorkshire region over the 3 months to 5 May 2016.

Data Architecture Daily Rate Histogram in Yorkshire

Data Architecture
Hourly Rate Trend in Yorkshire

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

Data Architecture Hourly Rate Trend in Yorkshire

Data Architecture
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 Architecture within the Yorkshire region over the 3 months to 5 May 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
South Yorkshire +21 42 £700 +55.55% 1
West Yorkshire +4 15 £473 -0.52%
Humberside - 1 - -
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in Yorkshire

For the 6 months to 5 May 2016, IT contractor jobs citing Data Architecture 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 Architecture.

1 52 (65.00%) Data Modelling
2 50 (62.50%) Business Intelligence
3 44 (55.00%) Finance
4 43 (53.75%) Data Warehouse
5 40 (50.00%) Analytical Skills
6 37 (46.25%) SQL
7 35 (43.75%) Oracle
7 35 (43.75%) Enterprise Data Warehouse
8 34 (42.50%) SAS
9 33 (41.25%) Hadoop
10 32 (40.00%) ERwin
10 32 (40.00%) Unix
10 32 (40.00%) MongoDB
10 32 (40.00%) HBase
11 30 (37.50%) Apache Hive
11 30 (37.50%) Open Source
11 30 (37.50%) Informatica
11 30 (37.50%) Shell Script
11 30 (37.50%) PostgreSQL
12 29 (36.25%) BusinessObjects
12 29 (36.25%) CA
13 27 (33.75%) Visualisation
13 27 (33.75%) Pentaho
13 27 (33.75%) Data Visualisation
13 27 (33.75%) Tableau
14 19 (23.75%) Enterprise Architecture
15 17 (21.25%) Data Management
15 17 (21.25%) Agile Software Development
16 15 (18.75%) Data Integration
16 15 (18.75%) Data Transformation

Data Architecture
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 34 (42.50%) SAS
2 4 (5.00%) SharePoint
3 1 (1.25%) IBM Notes
Applications
1 2 (2.50%) MS PowerPoint
1 2 (2.50%) MS Visio
2 1 (1.25%) MS Excel
Business Applications
1 1 (1.25%) Dynamics CRM
1 1 (1.25%) SAP IS-U
Database & Business Intelligence
1 43 (53.75%) Data Warehouse
2 35 (43.75%) Enterprise Data Warehouse
3 33 (41.25%) Hadoop
4 32 (40.00%) HBase
4 32 (40.00%) MongoDB
5 30 (37.50%) Apache Hive
5 30 (37.50%) PostgreSQL
6 29 (36.25%) BusinessObjects
7 27 (33.75%) Pentaho
8 6 (7.50%) Data Mining
9 4 (5.00%) Relational Database
9 4 (5.00%) SAS Data Integration Studio
10 3 (3.75%) Big Data
10 3 (3.75%) OLAP
10 3 (3.75%) OLAP Cube
10 3 (3.75%) SQL Server
10 3 (3.75%) SQL Server Integration Services
10 3 (3.75%) SQL Server Reporting Services
11 2 (2.50%) RDBMS
11 2 (2.50%) SQL Server Analysis Services
Development Applications
1 32 (40.00%) ERwin
General
1 44 (55.00%) Finance
2 7 (8.75%) Banking
3 2 (2.50%) Games
3 2 (2.50%) Retail
4 1 (1.25%) Back Office
4 1 (1.25%) Billing
4 1 (1.25%) Legal
4 1 (1.25%) Telecoms
Job Titles
1 54 (67.50%) Architect
2 33 (41.25%) Data Architect
3 25 (31.25%) Enterprise Architect
4 16 (20.00%) Enterprise Data Architect
5 11 (13.75%) Analyst
6 10 (12.50%) Senior Architect
6 10 (12.50%) Senior Enterprise Architect
7 9 (11.25%) Business Analyst
8 7 (8.75%) Data Warehouse Architect
9 6 (7.50%) Technical Architect
10 5 (6.25%) Project Manager
10 5 (6.25%) Services Director
11 4 (5.00%) Data Modeller
11 4 (5.00%) Developer
11 4 (5.00%) Digital Director
11 4 (5.00%) Solutions Architect
12 3 (3.75%) Data Analyst
12 3 (3.75%) Process Analyst
12 3 (3.75%) Senior Manager
12 3 (3.75%) Senior Project Manager
Libraries, Frameworks & Software Standards
1 4 (5.00%) .NET
2 2 (2.50%) Web Services
Miscellaneous
1 40 (50.00%) Analytical Skills
2 27 (33.75%) Visualisation
3 15 (18.75%) Data Integration
4 14 (17.50%) Management Information System
5 11 (13.75%) Algorithms
6 4 (5.00%) Credit Risk
6 4 (5.00%) Data Centre
6 4 (5.00%) Reference Data
7 3 (3.75%) Data Structures
8 2 (2.50%) Taxonomies
9 1 (1.25%) Smart Meter
Operating Systems
1 32 (40.00%) Unix
2 2 (2.50%) AIX
Processes & Methodologies
1 52 (65.00%) Data Modelling
2 50 (62.50%) Business Intelligence
3 30 (37.50%) Open Source
4 27 (33.75%) Data Visualisation
5 19 (23.75%) Enterprise Architecture
6 17 (21.25%) Agile Software Development
6 17 (21.25%) Data Management
7 15 (18.75%) Data Transformation
7 15 (18.75%) Logical Data Model
7 15 (18.75%) Physical Data Model
8 12 (15.00%) Information Management
8 12 (15.00%) SFIA
9 9 (11.25%) Data Analysis
10 8 (10.00%) Analytics
10 8 (10.00%) CRM
10 8 (10.00%) Technical Architecture
11 7 (8.75%) Migration
11 7 (8.75%) Service Delivery
11 7 (8.75%) TOGAF
12 6 (7.50%) ETL
Programming Languages
1 37 (46.25%) SQL
2 30 (37.50%) Shell Script
3 11 (13.75%) C++
3 11 (13.75%) JavaScript
3 11 (13.75%) Python
4 4 (5.00%) Java
Qualifications
1 10 (12.50%) Security Cleared
2 6 (7.50%) BPSS Clearance
3 5 (6.25%) SC Cleared
4 2 (2.50%) Degree
4 2 (2.50%) MBA
Quality Assurance & Compliance
1 3 (3.75%) Data Quality
2 2 (2.50%) Disclosure Scotland
3 1 (1.25%) FATCA
Vendors
1 35 (43.75%) Oracle
2 30 (37.50%) Informatica
3 29 (36.25%) CA
4 27 (33.75%) Tableau
5 8 (10.00%) Microsoft
6 2 (2.50%) GoldenSource
6 2 (2.50%) HP
7 1 (1.25%) Adobe
7 1 (1.25%) Lotus
7 1 (1.25%) SAP
7 1 (1.25%) Teradata