Period
to 21 August 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 21 August 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
21 Aug 2018
Same period 2017 Same period 2016
Rank 141 118 171
Rank change year-on-year -23 +53 +4
Contract jobs citing Data Structures 20 29 10
As % of all contract IT jobs advertised in Berkshire 0.51% 0.76% 0.21%
As % of the Miscellaneous category 1.44% 2.36% 0.71%
Number of daily rates quoted 18 11 7
Berkshire median daily rate £463 £375 £434
Median daily rate % change year-on-year +23.33% -13.54% +8.44%
10th Percentile £391 £363 £318
90th Percentile £533 £438 £476
South East median daily rate £450 £410 £400
% change year-on-year +9.76% +2.50% +1.27%
Number of hourly rates quoted 1 1 3
Berkshire median hourly rate £44.50 £58.00 £11.50
Median hourly rate % change year-on-year -23.28% +404.35% -
10th Percentile £42.25 £55.00 £10.65
90th Percentile £46.75 £61.00 £12.55
South East median hourly rate £44.50 £58.00 £35.00
% change year-on-year -23.28% +65.71% +55.56%

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 1,392 1,229 1,408
As % of all contract IT jobs advertised in Berkshire 35.65% 32.02% 29.81%
Number of daily rates quoted 685 550 740
Berkshire median daily rate £413 £411 £400
Median daily rate % change year-on-year +0.30% +2.81% +2.56%
10th Percentile £222 £247 £250
90th Percentile £575 £600 £563
South East median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 43 72 64
Berkshire median hourly rate £20.00 £13.00 £17.50
Median hourly rate % change year-on-year +53.85% -25.71% -5.41%
10th Percentile £8.00 £11.03 £11.48
90th Percentile £46.60 £32.15 £41.20
South East median hourly rate £30.00 £18.26 £23.00
% change year-on-year +64.29% -20.61% +33.57%

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 21 August 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 21 August 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
Maidenhead -1 8 £463 -
Reading -7 7 £500 +66.67% 1
Bracknell -4 2 £431 -
Data Structures
South East

For the 6 months to 21 August 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 8 (40.00%) Migration
1 8 (40.00%) SAP
1 8 (40.00%) Business Intelligence
2 7 (35.00%) ERP
2 7 (35.00%) Agile Software Development
2 7 (35.00%) SAP ERP
2 7 (35.00%) Data Migration
2 7 (35.00%) Data Quality
3 6 (30.00%) Analytics
3 6 (30.00%) Scrum
3 6 (30.00%) Data Modelling
3 6 (30.00%) Finance
3 6 (30.00%) Manufacturing
4 5 (25.00%) Microsoft
4 5 (25.00%) Data Lake
5 4 (20.00%) HP ALM
5 4 (20.00%) Power BI
5 4 (20.00%) SAP HANA
5 4 (20.00%) SAP Data Services
5 4 (20.00%) Big Data
5 4 (20.00%) Big Data Analytics
5 4 (20.00%) Cloudera
5 4 (20.00%) Data Analytics
5 4 (20.00%) SQL Server 2012
5 4 (20.00%) Data Cleansing
5 4 (20.00%) Data Mapping
5 4 (20.00%) User Acceptance Testing
5 4 (20.00%) JIRA
5 4 (20.00%) SAP MDM
5 4 (20.00%) HP

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:

Business Applications
1 7 (35.00%) SAP ERP
2 4 (20.00%) SAP APO
2 4 (20.00%) SAP MDM
2 4 (20.00%) SAP MM
3 3 (15.00%) SAP EWM
3 3 (15.00%) SAP WM
Cloud Services
1 3 (15.00%) Force.com
1 3 (15.00%) Salesforce Service Cloud
2 1 (5.00%) Microsoft Azure
Communications & Networking
1 3 (15.00%) RFID
Database & Business Intelligence
1 5 (25.00%) Data Lake
2 4 (20.00%) Big Data
2 4 (20.00%) Power BI
2 4 (20.00%) SAP BW
2 4 (20.00%) SAP Data Services
2 4 (20.00%) SAP HANA
2 4 (20.00%) SQL Server
2 4 (20.00%) SQL Server 2012
3 2 (10.00%) BusinessObjects Business Intelligence
4 1 (5.00%) Data Warehouse
4 1 (5.00%) SQL Server Analysis Services
4 1 (5.00%) SQL Server Integration Services
Development Applications
1 4 (20.00%) JIRA
General
1 6 (30.00%) Finance
1 6 (30.00%) Manufacturing
2 4 (20.00%) Pharmaceutical
3 1 (5.00%) Billing
3 1 (5.00%) Retail
Job Titles
1 9 (45.00%) Analyst
2 5 (25.00%) Business Analyst
2 5 (25.00%) Consultant
2 5 (25.00%) SAP Analyst
3 4 (20.00%) Data Analyst
3 4 (20.00%) Senior Analyst
4 3 (15.00%) Administrator
4 3 (15.00%) SAP Consultant
4 3 (15.00%) SAP Data Analyst
4 3 (15.00%) Senior Data Analyst
5 2 (10.00%) Business Intelligence Analyst
5 2 (10.00%) Business Intelligence Consultant
5 2 (10.00%) Data Business Analyst
5 2 (10.00%) Data Quality Analyst
5 2 (10.00%) Data Quality Business Analyst
5 2 (10.00%) Salesforce Administrator
5 2 (10.00%) SAP BI Analyst
5 2 (10.00%) SAP Supply Chain Consultant
5 2 (10.00%) Supply Chain Consultant
6 1 (5.00%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 3 (15.00%) Visualforce
1 3 (15.00%) Web Services
Miscellaneous
1 4 (20.00%) AS400
2 3 (15.00%) Analytical Skills
2 3 (15.00%) Life Science
2 3 (15.00%) Mobile App
3 1 (5.00%) Management Information System
Processes & Methodologies
1 8 (40.00%) Business Intelligence
1 8 (40.00%) Migration
2 7 (35.00%) Agile Software Development
2 7 (35.00%) Data Migration
2 7 (35.00%) ERP
3 6 (30.00%) Analytics
3 6 (30.00%) Data Modelling
3 6 (30.00%) Scrum
4 4 (20.00%) Big Data Analytics
4 4 (20.00%) Data Analytics
4 4 (20.00%) Data Cleansing
4 4 (20.00%) Data Mapping
4 4 (20.00%) User Acceptance Testing
5 3 (15.00%) Data Management
5 3 (15.00%) Logistics
5 3 (15.00%) Mobile Application Development
5 3 (15.00%) Operations Management
6 2 (10.00%) Stakeholder Management
7 1 (5.00%) Business Analysis
7 1 (5.00%) Systems Analysis
Programming Languages
1 4 (20.00%) SQL
1 4 (20.00%) T-SQL
2 3 (15.00%) Apex Code
Qualifications
1 1 (5.00%) Degree
Quality Assurance & Compliance
1 7 (35.00%) Data Quality
2 1 (5.00%) QA
Systems Management
1 4 (20.00%) HP ALM
Vendors
1 8 (40.00%) SAP
2 5 (25.00%) Microsoft
3 4 (20.00%) Cloudera
3 4 (20.00%) HP
3 4 (20.00%) JD Edwards
4 3 (15.00%) Informatica
4 3 (15.00%) Salesforce.com
5 1 (5.00%) Tableau