The table below looks at the statistics for Data Architecture skills in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Architecture over the 3 months to 21 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
21 Jan 2017
Same period 2016 Same period 2015
Data Architecture
England / North West
Rank 117 148 127
Rank change year-on-year
+31 -21
Contract jobs citing Data Architecture 14 12 15
As % of all contract IT jobs located in the North West 0.55% 0.31% 0.48%
As % of the Processes & Methodologies category 0.67% 0.38% 0.62%
Number of daily rates quoted 10 7 12
Median daily rate £450 £700 £450
Median daily rate % change year-on-year
-35.71% +55.55%
90% offered a daily rate of more than £336 £480 £325
10% offered a daily rate of more than £700 £755 £590
UK excluding London median daily rate £500 £500 £475
% change year-on-year
- +5.26%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £36.50

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

Processes & Methodologies Category
North West
Contract IT job ads with a match in the
Processes & Methodologies category
2102 3141 2435
As % of all contract IT jobs located in the North West 82.08% 81.08% 77.25%
Number of daily rates quoted 1358 1910 1462
Median daily rate £400 £400 £378
Median daily rate % change year-on-year
- +5.96%
90% offered a daily rate of more than £275 £275 £265
10% offered a daily rate of more than £575 £575 £550
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 62 111 100
Median hourly rate £37.25 £37.75 £28.13
Median hourly rate % change year-on-year
-1.32% +34.22%
90% offered a hourly rate of more than £13.00 £15.03 £13.00
10% offered a hourly rate of more than £51.00 £54.00 £45.00
UK excluding London median hourly rate £35.00 £40.00 £25.25
% change year-on-year
-12.50% +58.41%

Data Architecture
Jobs Demand Trend in the North West

The demand trend of contract jobs across the North West 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 the North West

Data Architecture
Daily Rate Trend in the North West

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

Data Architecture Daily Rate Trend in the North West

Data Architecture
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Architecture across the North West region over the 3 months to 21 January 2017.

Data Architecture Daily Rate Histogram in the North West

Data Architecture
Hourly Rate Trend in the North West

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

Data Architecture Hourly Rate Trend in the North West

Data Architecture
Contract Job Locations in the North West

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 North West region over the 3 months to 21 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
Manchester +27 13 £450 -36.84% 3
Merseyside - 1 £600 - 2
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in the North West

For the 6 months to 21 January 2017, 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 North West region with a requirement for Data Architecture.

1 28 (80.00%) Data Modelling
2 18 (51.43%) Data Management
3 17 (48.57%) Data Warehouse
3 17 (48.57%) Data Governance
4 16 (45.71%) Business Intelligence
5 13 (37.14%) Data Quality
6 10 (28.57%) Retail
7 9 (25.71%) Big Data
8 8 (22.86%) Hadoop
8 8 (22.86%) ETL
8 8 (22.86%) Data Acquisition
8 8 (22.86%) Analytical Skills
9 7 (20.00%) Data Analysis
9 7 (20.00%) Enterprise Architecture
10 6 (17.14%) Degree
10 6 (17.14%) Data Integration
10 6 (17.14%) Apache Hive
10 6 (17.14%) Logical Data Model
10 6 (17.14%) Physical Data Model
10 6 (17.14%) Management Information System
10 6 (17.14%) Finance
10 6 (17.14%) PostgreSQL
10 6 (17.14%) SAP
11 5 (14.29%) e-GIF
11 5 (14.29%) Migration
11 5 (14.29%) ISO20022
11 5 (14.29%) HBase
11 5 (14.29%) Tableau
11 5 (14.29%) MongoDB
11 5 (14.29%) Data Migration

Data Architecture
Top Related IT Skills in the North West 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 1 (2.86%) Apache Spark
1 1 (2.86%) SAS
Business Applications
1 3 (8.57%) SAP Retail
Cloud Services
1 1 (2.86%) Microsoft Azure
Communications & Networking
1 1 (2.86%) Wireless
Database & Business Intelligence
1 17 (48.57%) Data Warehouse
2 9 (25.71%) Big Data
3 8 (22.86%) Hadoop
4 6 (17.14%) Apache Hive
4 6 (17.14%) PostgreSQL
5 5 (14.29%) HBase
5 5 (14.29%) MongoDB
6 2 (5.71%) SQL Server
6 2 (5.71%) SQL Server Integration Services
6 2 (5.71%) SQL Server Reporting Services
7 1 (2.86%) Data Mining
7 1 (2.86%) OLTP
7 1 (2.86%) Oracle BI EE
7 1 (2.86%) Pentaho
7 1 (2.86%) SQL Server Analysis Services
7 1 (2.86%) Star Schema
Development Applications
1 1 (2.86%) Talend Open Studio
General
1 10 (28.57%) Retail
2 6 (17.14%) Finance
3 3 (8.57%) Banking
4 1 (2.86%) Back Office
4 1 (2.86%) Legal
4 1 (2.86%) Marketing
4 1 (2.86%) Retail Banking
Job Titles
1 27 (77.14%) Architect
2 25 (71.43%) Data Architect
3 5 (14.29%) Principal Architect
3 5 (14.29%) Principal Data Architect
3 5 (14.29%) Solutions Architect
4 4 (11.43%) Consultant
5 3 (8.57%) Data Consultant
5 3 (8.57%) Domain Architect
5 3 (8.57%) Enterprise Data Architect
5 3 (8.57%) Management Consultant
5 3 (8.57%) SAP Architect
6 2 (5.71%) Analyst
6 2 (5.71%) Chief Architect
6 2 (5.71%) Chief Data Architect
6 2 (5.71%) Enterprise Architect
6 2 (5.71%) Senior Architect
6 2 (5.71%) Senior Data Architect
7 1 (2.86%) Developer
7 1 (2.86%) Project Manager
7 1 (2.86%) Security Consultant
Libraries, Frameworks & Software Standards
1 1 (2.86%) Web Services
Miscellaneous
1 8 (22.86%) Analytical Skills
2 6 (17.14%) Data Integration
2 6 (17.14%) Management Information System
3 5 (14.29%) Data Structures
3 5 (14.29%) Ontologies
3 5 (14.29%) Taxonomies
4 1 (2.86%) Computer Science
4 1 (2.86%) Credit Risk
4 1 (2.86%) Data Extraction
4 1 (2.86%) User Experience
4 1 (2.86%) Visualisation
Operating Systems
1 1 (2.86%) Unix
1 1 (2.86%) Windows
Processes & Methodologies
1 28 (80.00%) Data Modelling
2 18 (51.43%) Data Management
3 17 (48.57%) Data Governance
4 16 (45.71%) Business Intelligence
5 8 (22.86%) Data Acquisition
5 8 (22.86%) ETL
6 7 (20.00%) Data Analysis
6 7 (20.00%) Enterprise Architecture
7 6 (17.14%) Logical Data Model
7 6 (17.14%) Physical Data Model
8 5 (14.29%) Data Migration
8 5 (14.29%) e-GIF
8 5 (14.29%) Migration
8 5 (14.29%) Open Source
9 4 (11.43%) Analytics
9 4 (11.43%) CRM
10 3 (8.57%) Capacity Planning
10 3 (8.57%) Data Flow Diagram
10 3 (8.57%) TOGAF
11 2 (5.71%) Data Ingestion
Programming Languages
1 1 (2.86%) SQL
Qualifications
1 6 (17.14%) Degree
2 2 (5.71%) Security Cleared
3 1 (2.86%) CISSP
3 1 (2.86%) SC Cleared
Quality Assurance & Compliance
1 13 (37.14%) Data Quality
2 5 (14.29%) ISO20022
3 1 (2.86%) ISO/IEC 17799
3 1 (2.86%) ISO/IEC 27001
Vendors
1 6 (17.14%) SAP
2 5 (14.29%) Tableau
3 3 (8.57%) Informatica
4 2 (5.71%) Microsoft
5 1 (2.86%) IBM
5 1 (2.86%) Oracle
5 1 (2.86%) Talend
5 1 (2.86%) Teradata
Manchester, Lancashire
Rullion IT Plus
Rate: £700 per day
Posted: Yesterday
Macclesfield, Cheshire
Spring Technology
Rate: £550.00 per day
Posted: 4 days ago
Manchester
Glocomms
Rate: £700 - £800 per day
Posted: 17 days ago