Period
to 23 May 2018

The table below looks at the prevalence of the term Data Structures in contract job vacancies advertised in Berkshire. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Structures over the 6 months to 23 May 2018 with a comparison to the same period over 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 Structures
South East > Berkshire
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 148 148 178
Rank change year-on-year 0 +30 -1
Contract jobs citing Data Structures 19 10 12
As % of all contract IT jobs advertised in Berkshire 0.48% 0.27% 0.24%
As % of the Miscellaneous category 1.32% 0.84% 0.85%
Number of daily rates quoted 15 7 7
Berkshire median daily rate £450 £450 £390
Median daily rate % change year-on-year - +15.38% -17.89%
10th Percentile £341 £308 £330
90th Percentile £530 £588 £438
South East median daily rate £456 £425 £400
% change year-on-year +7.35% +6.25% +1.27%
Number of hourly rates quoted 0 0 3
Berkshire median hourly rate - - £11.50
South East median hourly rate £80.73 £22.50 £35.00
% change year-on-year +258.80% -35.71% +122.22%

Data Structures is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Berkshire
Contract vacancies with a requirement for generic IT skills 1,437 1,192 1,419
As % of all contract IT jobs advertised in Berkshire 36.48% 31.61% 28.62%
Number of daily rates quoted 713 541 769
Berkshire median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% -
10th Percentile £263 £250 £241
90th Percentile £588 £575 £538
South East median daily rate £425 £400 £395
% change year-on-year +6.25% +1.27% +5.33%
Number of hourly rates quoted 44 65 58
Berkshire median hourly rate £13.35 £14.20 £16.05
Median hourly rate % change year-on-year -5.99% -11.50% -6.82%
10th Percentile £8.00 £11.55 £12.14
90th Percentile £48.43 £37.05 £55.65
South East median hourly rate £30.00 £16.50 £23.00
% change year-on-year +81.82% -28.26% +39.39%

Data Structures
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Data Structures in Berkshire

Data Structures
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for Data Structures in Berkshire

Data Structures
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Data Structures in Berkshire over the 6 months to 23 May 2018.

Contractor daily rate histogram for Data Structures in Berkshire

Data Structures
Contractor Hourly Rate Trend in Berkshire

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

Contractor hourly rate trend for Data Structures in Berkshire

Data Structures
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 Structures within the Berkshire region over the 6 months to 23 May 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
Reading +11 5 £500 +29.03% 2
Bracknell -2 4 £395 -12.22%
Maidenhead - 4 £425 -
Slough 0 3 £400 -23.81% 1
Data Structures
South East

For the 6 months to 23 May 2018, IT contractor jobs citing Data Structures 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 Structures.

1 9 (47.37%) Business Intelligence
2 7 (36.84%) Finance
3 6 (31.58%) Manufacturing
4 5 (26.32%) SAP
4 5 (26.32%) Data Modelling
4 5 (26.32%) Analytical Skills
5 4 (21.05%) Logical Data Model
5 4 (21.05%) Kimball Methodology
5 4 (21.05%) Power BI
5 4 (21.05%) Data Warehouse
5 4 (21.05%) Microsoft
6 3 (15.79%) Logistics
6 3 (15.79%) SAP ERP
6 3 (15.79%) Operations Management
6 3 (15.79%) Life Science
6 3 (15.79%) SQL
6 3 (15.79%) ERP
6 3 (15.79%) SAP WM
6 3 (15.79%) RFID
6 3 (15.79%) Pharmaceutical
6 3 (15.79%) SAP EWM
7 2 (10.53%) Line Management
7 2 (10.53%) REST
7 2 (10.53%) iPaaS
7 2 (10.53%) Jitterbit
7 2 (10.53%) Telecoms
7 2 (10.53%) Q.931
7 2 (10.53%) DPNSS
7 2 (10.53%) JavaScript
7 2 (10.53%) CRM

Data Structures
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:

Applications
1 1 (5.26%) Microsoft Excel
1 1 (5.26%) Microsoft Office
Business Applications
1 3 (15.79%) SAP ERP
1 3 (15.79%) SAP EWM
1 3 (15.79%) SAP WM
2 2 (10.53%) NetSuite
3 1 (5.26%) SAP CO
3 1 (5.26%) SAP FI
3 1 (5.26%) SAP FI/CO
3 1 (5.26%) SAP R/3
3 1 (5.26%) SAP S/4HANA
Cloud Services
1 2 (10.53%) iPaaS
1 2 (10.53%) SaaS
2 1 (5.26%) Microsoft Azure
Communications & Networking
1 3 (15.79%) RFID
2 2 (10.53%) DPNSS
2 2 (10.53%) Q.931
Database & Business Intelligence
1 4 (21.05%) Data Warehouse
1 4 (21.05%) Power BI
2 1 (5.26%) BusinessObjects Business Intelligence
2 1 (5.26%) SQL Server
2 1 (5.26%) SQL Server Integration Services
2 1 (5.26%) SQL Server Reporting Services
General
1 7 (36.84%) Finance
2 6 (31.58%) Manufacturing
3 3 (15.79%) Pharmaceutical
4 2 (10.53%) Telecoms
5 1 (5.26%) Billing
5 1 (5.26%) Retail
Job Titles
1 5 (26.32%) Consultant
1 5 (26.32%) Developer
2 4 (21.05%) Business Intelligence Developer
3 3 (15.79%) Analyst
3 3 (15.79%) Business Analyst
3 3 (15.79%) SAP Consultant
4 2 (10.53%) Business Intelligence Consultant
4 2 (10.53%) SAP Supply Chain Consultant
4 2 (10.53%) Supply Chain Consultant
5 1 (5.26%) Business Intelligence Analyst
5 1 (5.26%) Business Intelligence Business Analyst
5 1 (5.26%) Business Intelligence Manager
5 1 (5.26%) Data Warehouse Developer
5 1 (5.26%) Digital Analyst
5 1 (5.26%) Digital Business Analyst
5 1 (5.26%) Integration Developer
5 1 (5.26%) Integration Specialist
5 1 (5.26%) SAP BI Analyst
5 1 (5.26%) Senior Analyst
5 1 (5.26%) SSIS Developer
Libraries, Frameworks & Software Standards
1 2 (10.53%) JSON
1 2 (10.53%) REST
1 2 (10.53%) SOAP
1 2 (10.53%) Web Services
1 2 (10.53%) XML
Miscellaneous
1 5 (26.32%) Analytical Skills
2 3 (15.79%) Life Science
3 1 (5.26%) Management Information System
Processes & Methodologies
1 9 (47.37%) Business Intelligence
2 5 (26.32%) Data Modelling
3 4 (21.05%) Kimball Methodology
3 4 (21.05%) Logical Data Model
4 3 (15.79%) ERP
4 3 (15.79%) Logistics
4 3 (15.79%) Operations Management
5 2 (10.53%) CRM
5 2 (10.53%) Line Management
5 2 (10.53%) Migration
6 1 (5.26%) Actionable Insight
6 1 (5.26%) Data Engineering
6 1 (5.26%) Data Governance
6 1 (5.26%) Data Strategy
6 1 (5.26%) Decision-Making
6 1 (5.26%) Metadata Management
6 1 (5.26%) Problem-Solving
6 1 (5.26%) Scrum
6 1 (5.26%) SDLC
6 1 (5.26%) User Stories
Programming Languages
1 3 (15.79%) SQL
2 2 (10.53%) JavaScript
2 2 (10.53%) VBScript
3 1 (5.26%) T-SQL
3 1 (5.26%) VB
Quality Assurance & Compliance
1 1 (5.26%) Data Quality
1 1 (5.26%) QA
Vendors
1 5 (26.32%) SAP
2 4 (21.05%) Microsoft
3 2 (10.53%) Jitterbit