Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in the Midlands with a requirement for Data Architecture skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Architecture over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Architecture
England > Midlands
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 202 207 190
Rank change year-on-year +5 -17 +1
Contract jobs citing Data Architecture 34 58 43
As % of all contract IT jobs advertised in the Midlands 0.42% 0.60% 0.51%
As % of the Processes & Methodologies category 0.51% 0.72% 0.64%
Number of daily rates quoted 23 36 32
Midlands median daily rate £545 £510 £500
Median daily rate % change year-on-year +6.76% +2.00% -2.44%
10th Percentile £463 £311 £366
90th Percentile £600 £614 £586
England median daily rate £550 £550 £525
% change year-on-year - +4.76% +3.70%
Number of hourly rates quoted 0 0 0
Midlands median hourly rate - - -
England median hourly rate £53.75 - £37.50

Data Architecture is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
Midlands
Contract vacancies with a requirement for process or methodology skills 6718 8050 6707
As % of all contract IT jobs advertised in the Midlands 83.15% 82.61% 79.13%
Number of daily rates quoted 4278 4918 3973
Midlands median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +2.74%
10th Percentile £250 £250 £231
90th Percentile £550 £575 £538
England median daily rate £450 £425 £422
% change year-on-year +5.88% +0.62% +5.60%
Number of hourly rates quoted 239 206 258
Midlands median hourly rate £21.24 £16.30 £18.76
Median hourly rate % change year-on-year +30.35% -13.14% +4.22%
10th Percentile £10.57 £10.50 £11.00
90th Percentile £49.00 £39.75 £42.33
England median hourly rate £23.75 £24.41 £22.50
% change year-on-year -2.70% +8.49% +18.42%

Data Architecture
Job Vacancy Trend in the Midlands

Job postings citing Data Architecture as a percentage of all IT jobs advertised in the Midlands.

Job vacancy trend for Data Architecture in the Midlands

Data Architecture
Contractor Daily Rate Trend in the Midlands

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

Contractor daily rate trend for Data Architecture in the Midlands

Data Architecture
Contractor Daily Rate Histogram in the Midlands

The daily rate distribution of IT jobs citing Data Architecture in the Midlands over the 6 months to 19 November 2017.

Contractor daily rate histogram for Data Architecture in the Midlands

Data Architecture
Contractor Hourly Rate Trend in the Midlands

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

Contractor hourly rate trend for Data Architecture in the Midlands

Data Architecture
Contract Job Locations in the Midlands

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 Midlands region over the 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
East Midlands +18 21 £550 -
West Midlands +3 13 £533 +5.97% 2
Data Architecture
England

For the 6 months to 19 November 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 Midlands region with a requirement for Data Architecture.

1 21 (61.76%) Data Modelling
2 15 (44.12%) Migration
3 11 (32.35%) Data Migration
4 10 (29.41%) Agile Software Development
4 10 (29.41%) Business Intelligence
5 9 (26.47%) ETL
5 9 (26.47%) Data Management
5 9 (26.47%) Data Strategy
6 8 (23.53%) Logical Data Model
7 7 (20.59%) Data Quality
7 7 (20.59%) Service Delivery
7 7 (20.59%) Data Warehouse
8 6 (17.65%) Stakeholder Management
8 6 (17.65%) TOGAF
8 6 (17.65%) Manufacturing
8 6 (17.65%) Enterprise Architecture
9 5 (14.71%) Master Data Management
10 4 (11.76%) Mentoring
10 4 (11.76%) Legal
10 4 (11.76%) Data Security
11 3 (8.82%) ERP
11 3 (8.82%) Oracle
11 3 (8.82%) SQL Server
11 3 (8.82%) Web Services
11 3 (8.82%) Physical Data Model
11 3 (8.82%) Data Structures
11 3 (8.82%) Microsoft Azure
11 3 (8.82%) Information Architecture
11 3 (8.82%) Security Cleared
11 3 (8.82%) Waterfall

Data Architecture
Co-occurring IT Skills in the Midlands 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:

Applications
1 2 (5.88%) MS Visio
Business Applications
1 2 (5.88%) Dynamics NAV
2 1 (2.94%) Teamcenter
Cloud Services
1 3 (8.82%) Microsoft Azure
2 2 (5.88%) PaaS
3 1 (2.94%) Amazon AWS
3 1 (2.94%) Amazon EMR
3 1 (2.94%) Cloud Computing
Communications & Networking
1 1 (2.94%) Skype
1 1 (2.94%) SMS
Database & Business Intelligence
1 7 (20.59%) Data Warehouse
2 3 (8.82%) SQL Server
3 2 (5.88%) Azure SQL Database
3 2 (5.88%) QlikView
4 1 (2.94%) Big Data
4 1 (2.94%) Enterprise Data Warehouse
4 1 (2.94%) NoSQL
4 1 (2.94%) Pentaho
4 1 (2.94%) RDBMS
4 1 (2.94%) Relational Database
4 1 (2.94%) SAP Data Services
4 1 (2.94%) SAP HANA
Development Applications
1 2 (5.88%) ERwin
2 1 (2.94%) PowerDesigner
2 1 (2.94%) Talend Open Studio
General
1 6 (17.65%) Manufacturing
2 4 (11.76%) Legal
3 2 (5.88%) Finance
3 2 (5.88%) Marketing
4 1 (2.94%) Aerospace
Job Titles
1 28 (82.35%) Architect
2 20 (58.82%) Data Architect
3 5 (14.71%) Senior Architect
3 5 (14.71%) Senior Data Architect
4 4 (11.76%) Solutions Architect
5 2 (5.88%) .NET Architect
5 2 (5.88%) Applications Architect
5 2 (5.88%) Azure Architect
5 2 (5.88%) Business Intelligence Developer
5 2 (5.88%) C# Architect
5 2 (5.88%) Developer
5 2 (5.88%) Information Architect
5 2 (5.88%) SAP Architect
5 2 (5.88%) TOGAF Architect
6 1 (2.94%) Business Intelligence Architect
6 1 (2.94%) Digital Architect
6 1 (2.94%) ETL Architect
6 1 (2.94%) Oracle Architect
6 1 (2.94%) Senior Digital Architect
6 1 (2.94%) SQL Server Architect
Libraries, Frameworks & Software Standards
1 3 (8.82%) Web Services
2 2 (5.88%) .NET
3 1 (2.94%) Middleware
Miscellaneous
1 3 (8.82%) Data Structures
2 2 (5.88%) Analytical Skills
2 2 (5.88%) Life Science
2 2 (5.88%) Management Information System
3 1 (2.94%) Reference Data
3 1 (2.94%) Taxonomies
Processes & Methodologies
1 21 (61.76%) Data Modelling
2 15 (44.12%) Migration
3 11 (32.35%) Data Migration
4 10 (29.41%) Agile Software Development
4 10 (29.41%) Business Intelligence
5 9 (26.47%) Data Management
5 9 (26.47%) Data Strategy
5 9 (26.47%) ETL
6 8 (23.53%) Logical Data Model
7 7 (20.59%) Service Delivery
8 6 (17.65%) Enterprise Architecture
8 6 (17.65%) Stakeholder Management
8 6 (17.65%) TOGAF
9 5 (14.71%) Master Data Management
10 4 (11.76%) Data Security
10 4 (11.76%) Mentoring
11 3 (8.82%) ERP
11 3 (8.82%) Information Architecture
11 3 (8.82%) Physical Data Model
11 3 (8.82%) Waterfall
Programming Languages
1 2 (5.88%) C#
1 2 (5.88%) SQL
2 1 (2.94%) ABAP
Qualifications
1 3 (8.82%) Security Cleared
2 2 (5.88%) SC Cleared
Quality Assurance & Compliance
1 7 (20.59%) Data Quality
2 1 (2.94%) GDPR
Systems Management
1 1 (2.94%) Oracle EDQ
Vendors
1 3 (8.82%) Oracle
2 2 (5.88%) Microsoft
2 2 (5.88%) SAP
3 1 (2.94%) Cloudera
3 1 (2.94%) Talend
3 1 (2.94%) Trillium