Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Berkshire 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 24 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
South East > Berkshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 93 135 158
Rank change year-on-year +42 +23 +20
Contract jobs citing Data Architecture 77 44 26
As % of all contract IT jobs advertised in Berkshire 1.87% 1.02% 0.52%
As % of the Processes & Methodologies category 2.24% 1.26% 0.66%
Number of daily rates quoted 54 28 25
Berkshire median daily rate £475 £575 £460
Median daily rate % change year-on-year -17.39% +25.00% -15.60%
10th Percentile £425 £444 £351
90th Percentile £650 £688 £730
South East median daily rate £475 £550 £460
% change year-on-year -13.64% +19.57% -3.16%
Number of hourly rates quoted 0 0 0
Berkshire median hourly rate - - -
South East median hourly rate - - £33.25

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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Contract vacancies with a requirement for process or methodology skills 3431 3497 3953
As % of all contract IT jobs advertised in Berkshire 83.54% 81.33% 78.45%
Number of daily rates quoted 1797 1881 2176
Berkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +5.96%
10th Percentile £263 £250 £229
90th Percentile £588 £575 £550
South East median daily rate £425 £400 £395
% change year-on-year +6.25% +1.27% +5.33%
Number of hourly rates quoted 107 133 179
Berkshire median hourly rate £14.50 £17.50 £30.00
Median hourly rate % change year-on-year -17.14% -41.67% +74.83%
10th Percentile £11.25 £11.25 £13.40
90th Percentile £39.60 £47.50 £44.00
South East median hourly rate £23.00 £26.00 £26.60
% change year-on-year -11.54% -2.26% +52.00%

Data Architecture
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Data Architecture in Berkshire

Data Architecture
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for Data Architecture in Berkshire

Data Architecture
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Data Architecture in Berkshire over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Architecture in Berkshire

Data Architecture
Contract Job Locations in Berkshire

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 Berkshire region over the 6 months to 24 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
Bracknell +27 34 £450 -33.33%
Reading +8 11 £475 -15.56% 1
Slough +3 1 £275 -41.49%
Newbury - 1 - - 1
Data Architecture
South East

For the 6 months to 24 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 Berkshire region with a requirement for Data Architecture.

1 47 (61.04%) Retail
2 43 (55.84%) Data Modelling
3 35 (45.45%) IBM
4 32 (41.56%) Data Management
5 30 (38.96%) Data Mapping
6 27 (35.06%) Master Data Management
7 25 (32.47%) Data Analysis
8 22 (28.57%) Microsoft
9 21 (27.27%) IBM InfoSphere
10 19 (24.68%) Oracle
11 18 (23.38%) JDA
12 13 (16.88%) Analytics
13 12 (15.58%) Migration
14 11 (14.29%) WFM
14 11 (14.29%) Data Protection
15 10 (12.99%) GDPR
16 9 (11.69%) Analytical Skills
16 9 (11.69%) Data Warehouse
17 8 (10.39%) Business Intelligence
18 7 (9.09%) Finance
18 7 (9.09%) eTOM
18 7 (9.09%) Demand Forecasting
18 7 (9.09%) Monetization
19 6 (7.79%) Supply Chain Transformation
19 6 (7.79%) Agile Software Development
20 5 (6.49%) Telecoms
20 5 (6.49%) PRINCE2
20 5 (6.49%) Data Migration
20 5 (6.49%) Data Integration
21 4 (5.19%) Degree

Data Architecture
Co-occurring IT Skills in Berkshire 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 (1.30%) Apache Spark
Cloud Services
1 1 (1.30%) Microsoft Azure
Communications & Networking
1 2 (2.60%) DOCSIS
1 2 (2.60%) SDH
Database & Business Intelligence
1 21 (27.27%) IBM InfoSphere
2 9 (11.69%) Data Warehouse
3 3 (3.90%) Big Data
3 3 (3.90%) BusinessObjects
3 3 (3.90%) Enterprise Data Warehouse
4 2 (2.60%) QlikView
4 2 (2.60%) SQL Server
4 2 (2.60%) SQL Server Integration Services
5 1 (1.30%) Apache Hive
5 1 (1.30%) DB2
5 1 (1.30%) Hadoop
5 1 (1.30%) Oracle Database
5 1 (1.30%) Oracle ODI
5 1 (1.30%) PowerCenter
5 1 (1.30%) SAP BW
5 1 (1.30%) SQL Server Reporting Services
Development Applications
1 1 (1.30%) JIRA
General
1 47 (61.04%) Retail
2 7 (9.09%) Finance
3 5 (6.49%) Telecoms
4 2 (2.60%) Local Government
4 2 (2.60%) Marketing
Job Titles
1 68 (88.31%) Architect
2 60 (77.92%) Data Architect
3 12 (15.58%) Supply Chain Architect
4 7 (9.09%) Designer
4 7 (9.09%) Workforce Management Architect
5 5 (6.49%) Analyst
5 5 (6.49%) Solutions Architect
5 5 (6.49%) Solutions Designer
6 4 (5.19%) Enterprise Architect
7 3 (3.90%) Business Intelligence Architect
7 3 (3.90%) Systems Analyst
7 3 (3.90%) Systems Designer
8 2 (2.60%) Big Data Architect
8 2 (2.60%) Data Analyst
8 2 (2.60%) Developer
8 2 (2.60%) Integration Architect
8 2 (2.60%) Systems Integration Architect
8 2 (2.60%) Telecoms Architect
9 1 (1.30%) Data Warehouse Developer
9 1 (1.30%) SAP Developer
Libraries, Frameworks & Software Standards
1 4 (5.19%) OpenID
Miscellaneous
1 9 (11.69%) Analytical Skills
2 2 (2.60%) Reference Data
3 1 (1.30%) Data Structures
Operating Systems
1 1 (1.30%) Unix
Processes & Methodologies
1 43 (55.84%) Data Modelling
2 32 (41.56%) Data Management
3 30 (38.96%) Data Mapping
4 27 (35.06%) Master Data Management
5 25 (32.47%) Data Analysis
6 13 (16.88%) Analytics
7 12 (15.58%) Migration
8 11 (14.29%) Data Protection
8 11 (14.29%) WFM
9 8 (10.39%) Business Intelligence
10 7 (9.09%) Demand Forecasting
10 7 (9.09%) eTOM
10 7 (9.09%) Monetization
11 6 (7.79%) Agile Software Development
11 6 (7.79%) Supply Chain Transformation
12 5 (6.49%) Data Integration
12 5 (6.49%) Data Migration
12 5 (6.49%) PRINCE2
13 4 (5.19%) Stakeholder Management
13 4 (5.19%) TOGAF
Programming Languages
1 4 (5.19%) SQL
2 1 (1.30%) Scala
Qualifications
1 4 (5.19%) Degree
2 1 (1.30%) Numerate Degree
2 1 (1.30%) SC Cleared
2 1 (1.30%) Security Cleared
Quality Assurance & Compliance
1 10 (12.99%) GDPR
2 2 (2.60%) Data Quality
2 2 (2.60%) QA
3 1 (1.30%) SLA
Vendors
1 35 (45.45%) IBM
2 22 (28.57%) Microsoft
3 19 (24.68%) Oracle
4 18 (23.38%) JDA
5 3 (3.90%) Ab Initio
6 2 (2.60%) Capita
6 2 (2.60%) Informatica
7 1 (1.30%) Chordiant
7 1 (1.30%) Pega
7 1 (1.30%) Salesforce.com
7 1 (1.30%) SAP
7 1 (1.30%) Tableau
7 1 (1.30%) Teradata
7 1 (1.30%) webMethods