Period
to 21 February 2018

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 21 February 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
South East > Berkshire
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 128 115 125
Rank change year-on-year -13 +10 +47
Contract jobs citing Data Architecture 44 42 48
As % of all contract IT jobs advertised in Berkshire 1.09% 1.05% 0.98%
As % of the Processes & Methodologies category 1.31% 1.28% 1.21%
Number of daily rates quoted 37 19 37
Berkshire median daily rate £450 £488 £475
Median daily rate % change year-on-year -7.69% +2.63% +11.11%
10th Percentile £423 £363 £400
90th Percentile £540 £688 £618
South East median daily rate £475 £545 £474
% change year-on-year -12.84% +14.98% -0.21%
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 3,367 3,274 3,955
As % of all contract IT jobs advertised in Berkshire 83.71% 81.58% 80.39%
Number of daily rates quoted 1,738 1,672 2,106
Berkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +0.63%
10th Percentile £275 £235 £250
90th Percentile £588 £563 £538
South East median daily rate £425 £413 £400
% change year-on-year +3.03% +3.13% +6.67%
Number of hourly rates quoted 83 124 155
Berkshire median hourly rate £14.00 £18.12 £24.00
Median hourly rate % change year-on-year -22.72% -24.52% +14.29%
10th Percentile £10.72 £11.48 £10.71
90th Percentile £43.75 £55.00 £48.00
South East median hourly rate £25.00 £25.00 £30.00
% change year-on-year - -16.67% +50.00%

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 21 February 2018.

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 21 February 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
Bracknell +1 16 £450 -25.00%
Reading -1 7 £475 +5.56%
Newbury - 7 £538 -
Data Architecture
South East

For the 6 months to 21 February 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 Berkshire region with a requirement for Data Architecture.

1 28 (63.64%) Data Modelling
2 24 (54.55%) Retail
3 21 (47.73%) IBM
4 20 (45.45%) Microsoft
4 20 (45.45%) Data Analysis
5 17 (38.64%) Data Mapping
6 16 (36.36%) Data Management
7 14 (31.82%) Master Data Management
8 13 (29.55%) Oracle
9 10 (22.73%) JDA
10 9 (20.45%) Business Intelligence
10 9 (20.45%) Finance
11 8 (18.18%) WFM
12 7 (15.91%) IBM InfoSphere
12 7 (15.91%) Analytical Skills
13 6 (13.64%) Agile Software Development
13 6 (13.64%) Migration
14 5 (11.36%) Ab Initio
14 5 (11.36%) ETL
14 5 (11.36%) Data Governance
14 5 (11.36%) Data Integration
15 4 (9.09%) Data Protection
15 4 (9.09%) Demand Management
15 4 (9.09%) Big Data
15 4 (9.09%) SQL
15 4 (9.09%) Data Warehouse
15 4 (9.09%) Teradata
15 4 (9.09%) Marketing
16 3 (6.82%) JIRA
16 3 (6.82%) eTOM

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:

Communications & Networking
1 2 (4.55%) DOCSIS
1 2 (4.55%) SDH
Database & Business Intelligence
1 7 (15.91%) IBM InfoSphere
2 4 (9.09%) Big Data
2 4 (9.09%) Data Warehouse
3 3 (6.82%) Enterprise Data Warehouse
3 3 (6.82%) Hadoop
3 3 (6.82%) SQL Server
3 3 (6.82%) SQL Server Integration Services
3 3 (6.82%) SQL Server Reporting Services
4 2 (4.55%) BusinessObjects
4 2 (4.55%) Oracle ODI
5 1 (2.27%) NoSQL
5 1 (2.27%) PowerCenter
5 1 (2.27%) QlikView
5 1 (2.27%) SAP BW
Development Applications
1 3 (6.82%) JIRA
General
1 24 (54.55%) Retail
2 9 (20.45%) Finance
3 4 (9.09%) Marketing
4 3 (6.82%) Telecoms
5 1 (2.27%) Electronics
5 1 (2.27%) Local Government
5 1 (2.27%) Manufacturing
Job Titles
1 33 (75.00%) Architect
2 28 (63.64%) Data Architect
3 6 (13.64%) Supply Chain Architect
3 6 (13.64%) Workforce Management Architect
4 5 (11.36%) Designer
5 4 (9.09%) Data Modeller
5 4 (9.09%) Developer
5 4 (9.09%) Solutions Designer
6 3 (6.82%) Big Data Architect
6 3 (6.82%) Business Intelligence Developer
6 3 (6.82%) Cloud Architect
6 3 (6.82%) Enterprise Architect
6 3 (6.82%) Platform Architect
6 3 (6.82%) Solutions Architect
7 2 (4.55%) Analyst
7 2 (4.55%) Hadoop Architect
7 2 (4.55%) Systems Analyst
7 2 (4.55%) Systems Designer
8 1 (2.27%) Integration Architect
8 1 (2.27%) SAP Developer
Miscellaneous
1 7 (15.91%) Analytical Skills
Processes & Methodologies
1 28 (63.64%) Data Modelling
2 20 (45.45%) Data Analysis
3 17 (38.64%) Data Mapping
4 16 (36.36%) Data Management
5 14 (31.82%) Master Data Management
6 9 (20.45%) Business Intelligence
7 8 (18.18%) WFM
8 6 (13.64%) Agile Software Development
8 6 (13.64%) Migration
9 5 (11.36%) Data Governance
9 5 (11.36%) Data Integration
9 5 (11.36%) ETL
10 4 (9.09%) Data Protection
10 4 (9.09%) Demand Management
11 3 (6.82%) eTOM
11 3 (6.82%) PRINCE2
11 3 (6.82%) Scrum
11 3 (6.82%) Wealth Management
12 2 (4.55%) Systems Analysis
12 2 (4.55%) TOGAF
Programming Languages
1 4 (9.09%) SQL
Qualifications
1 2 (4.55%) Security Cleared
2 1 (2.27%) Degree
2 1 (2.27%) SC Cleared
Quality Assurance & Compliance
1 2 (4.55%) GDPR
1 2 (4.55%) QA
2 1 (2.27%) Data Quality
2 1 (2.27%) SLA
Vendors
1 21 (47.73%) IBM
2 20 (45.45%) Microsoft
3 13 (29.55%) Oracle
4 10 (22.73%) JDA
5 5 (11.36%) Ab Initio
6 4 (9.09%) Teradata
7 3 (6.82%) Cloudera
8 2 (4.55%) SAP
9 1 (2.27%) Capita
9 1 (2.27%) Informatica