Period
to 21 July 2018

The following table provides summary statistics for contract job vacancies advertised in Reading with a requirement for Data Analysis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analysis over the 6 months to 21 July 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 Analysis
Berkshire > Reading
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 66 67 83
Rank change year-on-year +1 +16 +6
Contract jobs citing Data Analysis 28 17 29
As % of all contract IT jobs advertised in Reading 1.90% 1.34% 1.57%
As % of the Processes & Methodologies category 2.21% 1.66% 1.98%
Number of daily rates quoted 21 14 9
Reading median daily rate £388 £375 £500
Median daily rate % change year-on-year +3.33% -25.00% +19.05%
10th Percentile £288 £207 £356
90th Percentile £563 £505 £700
Berkshire median daily rate £375 £375 £363
% change year-on-year - +3.45% -
Number of hourly rates quoted 0 1 0
Reading median hourly rate - £17.68 -
Berkshire median hourly rate - £17.50 £12.75
% change year-on-year - +37.25% -25.00%

Data Analysis 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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Contract vacancies with a requirement for process or methodology skills 1,266 1,022 1,466
As % of all contract IT jobs advertised in Reading 85.95% 80.79% 79.46%
Number of daily rates quoted 751 529 833
Reading median daily rate £425 £418 £400
Median daily rate % change year-on-year +1.67% +4.50% +6.67%
10th Percentile £263 £244 £250
90th Percentile £603 £575 £550
Berkshire median daily rate £425 £425 £408
% change year-on-year - +4.29% +8.67%
Number of hourly rates quoted 26 53 37
Reading median hourly rate £22.00 £17.50 £21.33
Median hourly rate % change year-on-year +25.71% -17.96% -1.02%
10th Percentile £13.50 £11.25 £10.85
90th Percentile £53.13 £57.50 £50.76
Berkshire median hourly rate £22.00 £15.00 £16.00
% change year-on-year +46.67% -6.25% -27.27%

Data Analysis
Job Vacancy Trend in Reading

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Reading.

Job vacancy trend for Data Analysis in Reading

Data Analysis
Contractor Daily Rate Trend in Reading

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

Contractor daily rate trend for Data Analysis in Reading

Data Analysis
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing Data Analysis in Reading over the 6 months to 21 July 2018.

Contractor daily rate histogram for Data Analysis in Reading

Data Analysis
Contractor Hourly Rate Trend in Reading

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

Contractor hourly rate trend for Data Analysis in Reading

For the 6 months to 21 July 2018, IT contractor jobs citing Data Analysis 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 Reading region with a requirement for Data Analysis.

1 14 (50.00%) SQL
2 13 (46.43%) Oracle
2 13 (46.43%) Analytical Skills
2 13 (46.43%) Problem-Solving
3 10 (35.71%) Project Management
3 10 (35.71%) Finance
4 9 (32.14%) Unix
4 9 (32.14%) Workflow
4 9 (32.14%) FNZ
4 9 (32.14%) Sonata
5 7 (25.00%) Microsoft
5 7 (25.00%) Incident Management
5 7 (25.00%) AppDynamics
6 6 (21.43%) Wealth Management
7 5 (17.86%) Oracle BPM
7 5 (17.86%) Oracle Workflow
8 4 (14.29%) Infor M3
8 4 (14.29%) Security Cleared
9 3 (10.71%) Microsoft Azure
9 3 (10.71%) Skype
9 3 (10.71%) Microsoft Excel
9 3 (10.71%) Stakeholder Management
9 3 (10.71%) Agile Software Development
9 3 (10.71%) French Language
10 2 (7.14%) German Language
10 2 (7.14%) Italian Language
10 2 (7.14%) Spanish Language
10 2 (7.14%) Requirements Analysis
10 2 (7.14%) Business Analysis
10 2 (7.14%) CRM

Data Analysis
Co-occurring IT Skills in Reading 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 5 (17.86%) Oracle Workflow
2 2 (7.14%) Apache Spark
3 1 (3.57%) Skype for Business
Applications
1 3 (10.71%) Microsoft Excel
Business Applications
1 9 (32.14%) Sonata
2 5 (17.86%) Oracle BPM
3 4 (14.29%) Infor M3
4 2 (7.14%) Oracle ERP
5 1 (3.57%) Maximo
5 1 (3.57%) Oracle CRM
Cloud Services
1 3 (10.71%) Microsoft Azure
2 1 (3.57%) Office 365
Communications & Networking
1 3 (10.71%) Skype
Database & Business Intelligence
1 2 (7.14%) Apache Hive
1 2 (7.14%) Big Data
1 2 (7.14%) Hadoop
1 2 (7.14%) HBase
1 2 (7.14%) Impala
2 1 (3.57%) Data Mart
2 1 (3.57%) Data Warehouse
2 1 (3.57%) OLTP
2 1 (3.57%) Oracle Database
2 1 (3.57%) Oracle Database 11g
2 1 (3.57%) Power BI
2 1 (3.57%) QlikView
2 1 (3.57%) Relational Database
2 1 (3.57%) SQL Server
2 1 (3.57%) SQL Server Integration Services
2 1 (3.57%) SQL Server Reporting Services
Development Applications
1 1 (3.57%) Toad
General
1 10 (35.71%) Finance
2 3 (10.71%) French Language
3 2 (7.14%) German Language
3 2 (7.14%) Italian Language
3 2 (7.14%) Spanish Language
4 1 (3.57%) Advertising
4 1 (3.57%) Financial Institution
4 1 (3.57%) Law
4 1 (3.57%) Mandarin Language
4 1 (3.57%) Marketing
Job Titles
1 8 (28.57%) Analyst
2 5 (17.86%) Consultant
3 4 (14.29%) Administrator
3 4 (14.29%) Support Consultant
4 3 (10.71%) Business Analyst
4 3 (10.71%) Report Analyst
5 2 (7.14%) Big Data Engineer
5 2 (7.14%) Cybersecurity Engineer
5 2 (7.14%) Data Engineer
5 2 (7.14%) Developer
5 2 (7.14%) ERP Analyst
5 2 (7.14%) ERP Business Analyst
5 2 (7.14%) Oracle Analyst
5 2 (7.14%) Oracle Business Analyst
5 2 (7.14%) SC Cleared Business Analyst
5 2 (7.14%) Security Engineer
5 2 (7.14%) Service Analyst
5 2 (7.14%) Systems Engineer
5 2 (7.14%) Web Administrator
6 1 (3.57%) Cloud Specialist
Miscellaneous
1 13 (46.43%) Analytical Skills
Operating Systems
1 9 (32.14%) Unix
2 2 (7.14%) Linux
Processes & Methodologies
1 13 (46.43%) Problem-Solving
2 10 (35.71%) Project Management
3 9 (32.14%) Workflow
4 7 (25.00%) Incident Management
5 6 (21.43%) Wealth Management
6 3 (10.71%) Agile Software Development
6 3 (10.71%) Stakeholder Management
7 2 (7.14%) Actionable Insight
7 2 (7.14%) Business Analysis
7 2 (7.14%) Continuous Integration
7 2 (7.14%) CRM
7 2 (7.14%) Cybersecurity
7 2 (7.14%) DevOps
7 2 (7.14%) ERP
7 2 (7.14%) ITIL
7 2 (7.14%) Presales
7 2 (7.14%) Requirements Analysis
7 2 (7.14%) Revenue Management
7 2 (7.14%) Root Cause Analysis
8 1 (3.57%) Business Forecasting
Programming Languages
1 14 (50.00%) SQL
2 2 (7.14%) PL/SQL
3 1 (3.57%) Data Analysis Expressions (DAX)
3 1 (3.57%) T-SQL
Qualifications
1 4 (14.29%) Security Cleared
2 2 (7.14%) DV Cleared
2 2 (7.14%) SC Cleared
3 1 (3.57%) MCSE
3 1 (3.57%) Microsoft Certification
Quality Assurance & Compliance
1 1 (3.57%) PMO
System Software
1 2 (7.14%) Apache Flume
1 2 (7.14%) HDFS
Systems Management
1 2 (7.14%) Kibana
1 2 (7.14%) Microsoft Intune
1 2 (7.14%) Puppet
Vendors
1 13 (46.43%) Oracle
2 9 (32.14%) FNZ
3 7 (25.00%) AppDynamics
3 7 (25.00%) Microsoft
4 2 (7.14%) Atlassian
4 2 (7.14%) ServiceNow
5 1 (3.57%) Cadence
5 1 (3.57%) Capita