Period
to 22 October 2018

The following table provides summary statistics for contract job vacancies advertised in the East 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 22 October 2018 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 > East Midlands
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 132 131 138
Rank change year-on-year -1 +7 -13
Contract jobs citing Data Architecture 5 18 12
As % of all contract IT jobs advertised in the East Midlands 0.18% 0.58% 0.37%
As % of the Processes & Methodologies category 0.22% 0.69% 0.45%
Number of daily rates quoted 1 11 8
East Midlands median daily rate £250 £550 £550
Median daily rate % change year-on-year -54.55% - -
10th Percentile £225 £463 £437
90th Percentile £275 £605 £663
England median daily rate £538 £550 £550
% change year-on-year -2.27% - +4.76%
Number of hourly rates quoted 0 0 0
East Midlands median hourly rate - - -
England median hourly rate £22.00 £35.00 £17.50
% change year-on-year -37.14% +100.00% -53.33%

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 East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Contract vacancies with a requirement for process or methodology skills 2,237 2,623 2,687
As % of all contract IT jobs advertised in the East Midlands 81.49% 84.89% 82.83%
Number of daily rates quoted 1,454 1,656 1,740
East Midlands median daily rate £400 £400 £400
10th Percentile £275 £250 £260
90th Percentile £538 £550 £575
England median daily rate £473 £450 £425
% change year-on-year +5.00% +5.88% +3.03%
Number of hourly rates quoted 102 104 62
East Midlands median hourly rate £15.50 £14.75 £14.00
Median hourly rate % change year-on-year +5.08% +5.36% -13.58%
10th Percentile £10.03 £9.65 £8.76
90th Percentile £43.63 £51.00 £42.25
England median hourly rate £21.00 £24.82 £22.50
% change year-on-year -15.39% +10.31% +3.97%

Data Architecture
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Data Architecture in the East Midlands

Data Architecture
Contractor Daily Rate Trend in the East Midlands

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

Contractor daily rate trend for Data Architecture in the East Midlands

Data Architecture
Contract Job Locations in the East 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 East Midlands region over the 6 months to 22 October 2018. 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
Nottinghamshire -1 2 £250 -58.33% 3
Northamptonshire -11 1 - -
Data Architecture
England

For the 6 months to 22 October 2018, IT contractor jobs citing Data Architecture also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the East Midlands region with a requirement for Data Architecture.

1 5 (100.00%) Analytics
2 4 (80.00%) Data Warehouse
2 4 (80.00%) Business Intelligence
2 4 (80.00%) Microsoft
2 4 (80.00%) Agile Software Development
2 4 (80.00%) Microsoft Azure
2 4 (80.00%) Hadoop
2 4 (80.00%) Tableau
2 4 (80.00%) Analytical Skills
3 3 (60.00%) ETL
3 3 (60.00%) Oracle
3 3 (60.00%) SQL
3 3 (60.00%) Alteryx
3 3 (60.00%) Big Data
3 3 (60.00%) Data Integration
3 3 (60.00%) Business Analytics
3 3 (60.00%) Greenfield Project
4 2 (40.00%) IT Strategy
4 2 (40.00%) Python
4 2 (40.00%) PL/SQL
4 2 (40.00%) TIBCO
4 2 (40.00%) Spotfire
4 2 (40.00%) QlikView
5 1 (20.00%) Continuous Integration
5 1 (20.00%) SQL Server Analysis Services
5 1 (20.00%) Machine Learning
5 1 (20.00%) Visualisation
5 1 (20.00%) Amazon AWS
5 1 (20.00%) Open Source
5 1 (20.00%) Bash Shell

Data Architecture
Co-occurring IT Skills in the East 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:

Application Platforms
1 1 (20.00%) Apache Spark
1 1 (20.00%) SAS
1 1 (20.00%) SharePoint
1 1 (20.00%) SharePoint 2013
Cloud Services
1 4 (80.00%) Microsoft Azure
2 1 (20.00%) Amazon AWS
Database & Business Intelligence
1 4 (80.00%) Data Warehouse
1 4 (80.00%) Hadoop
2 3 (60.00%) Big Data
3 2 (40.00%) QlikView
3 2 (40.00%) Spotfire
4 1 (20.00%) Biml
4 1 (20.00%) Enterprise Data Warehouse
4 1 (20.00%) Oracle ODI
4 1 (20.00%) Power BI
4 1 (20.00%) Qlik Sense
4 1 (20.00%) Relational Database
4 1 (20.00%) SQL Server
4 1 (20.00%) SQL Server 2014
4 1 (20.00%) SQL Server 2016
4 1 (20.00%) SQL Server Analysis Services
4 1 (20.00%) SQL Server Integration Services
4 1 (20.00%) SQL Server Reporting Services
Development Applications
1 1 (20.00%) Visual Studio
General
1 1 (20.00%) Finance
1 1 (20.00%) Retail
Job Titles
1 3 (60.00%) Business Intelligence Developer
1 3 (60.00%) Developer
2 2 (40.00%) Data Warehouse Developer
3 1 (20.00%) Alteryx Developer
3 1 (20.00%) Analyst
3 1 (20.00%) Analytics Developer
3 1 (20.00%) Big Data Engineer
3 1 (20.00%) Data Analyst
3 1 (20.00%) Data Engineer
3 1 (20.00%) Hadoop Developer
3 1 (20.00%) Hadoop Engineer
3 1 (20.00%) QlikView Developer
3 1 (20.00%) SAS Analyst
3 1 (20.00%) SAS Data Analyst
3 1 (20.00%) Spotfire Developer
3 1 (20.00%) SQL Analyst
3 1 (20.00%) SQL Data Analyst
3 1 (20.00%) SSRS Developer
3 1 (20.00%) Tableau Developer
3 1 (20.00%) TIBCO Developer
Libraries, Frameworks & Software Standards
1 1 (20.00%) JSON
1 1 (20.00%) MDX
1 1 (20.00%) XML
Miscellaneous
1 4 (80.00%) Analytical Skills
2 3 (60.00%) Greenfield Project
3 1 (20.00%) Management Information System
Operating Systems
1 1 (20.00%) Linux
1 1 (20.00%) Unix
Processes & Methodologies
1 5 (100.00%) Analytics
2 4 (80.00%) Agile Software Development
2 4 (80.00%) Business Intelligence
3 3 (60.00%) Business Analytics
3 3 (60.00%) Data Integration
3 3 (60.00%) ETL
4 2 (40.00%) IT Strategy
5 1 (20.00%) Anti-Money Laundering
5 1 (20.00%) Data Science
5 1 (20.00%) Data-Driven Decision Making
5 1 (20.00%) Decision Tree
5 1 (20.00%) Decision-Making
5 1 (20.00%) Machine Learning
5 1 (20.00%) MapReduce
5 1 (20.00%) Master Data Management
5 1 (20.00%) Open Source
5 1 (20.00%) Regression Analysis
5 1 (20.00%) Systems Analysis
5 1 (20.00%) Visualisation
5 1 (20.00%) Waterfall
Programming Languages
1 3 (60.00%) SQL
2 2 (40.00%) PL/SQL
2 2 (40.00%) Python
3 1 (20.00%) Bash Shell
3 1 (20.00%) R
3 1 (20.00%) T-SQL
Vendors
1 4 (80.00%) Microsoft
1 4 (80.00%) Tableau
2 3 (60.00%) Alteryx
2 3 (60.00%) Oracle
3 2 (40.00%) TIBCO
4 1 (20.00%) Informatica
4 1 (20.00%) Talend