Period
to 22 July 2018

The following table provides summary statistics for contract job vacancies advertised in Berkshire 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 22 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
South East > Berkshire
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 99 101 101
Rank change year-on-year +2 0 +28
Contract jobs citing Data Analysis 67 56 82
As % of all contract IT jobs advertised in Berkshire 1.69% 1.47% 1.68%
As % of the Processes & Methodologies category 1.98% 1.79% 2.06%
Number of daily rates quoted 40 34 46
Berkshire median daily rate £375 £375 £363
Median daily rate % change year-on-year - +3.45% -3.33%
10th Percentile £180 £164 £259
90th Percentile £563 £557 £606
South East median daily rate £450 £468 £385
% change year-on-year -3.74% +21.43% +2.67%
Number of hourly rates quoted 0 3 4
Berkshire median hourly rate - £17.50 £12.75
Median hourly rate % change year-on-year - +37.25% -25.00%
South East median hourly rate £34.25 £17.25 £13.90
% change year-on-year +98.55% +24.10% -29.17%

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 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 3,389 3,127 3,988
As % of all contract IT jobs advertised in Berkshire 85.52% 82.14% 81.47%
Number of daily rates quoted 1,718 1,498 2,124
Berkshire median daily rate £425 £425 £408
Median daily rate % change year-on-year - +4.29% +7.38%
10th Percentile £270 £250 £256
90th Percentile £588 £575 £550
South East median daily rate £438 £420 £400
% change year-on-year +4.17% +5.00% +5.26%
Number of hourly rates quoted 81 131 124
Berkshire median hourly rate £22.00 £15.00 £16.00
Median hourly rate % change year-on-year +46.67% -6.25% -27.27%
10th Percentile £8.00 £11.72 £10.65
90th Percentile £50.00 £40.50 £43.28
South East median hourly rate £25.12 £19.90 £23.75
% change year-on-year +26.23% -16.21% +10.21%

Data Analysis
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Data Analysis in Berkshire

Data Analysis
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for Data Analysis in Berkshire

Data Analysis
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Data Analysis in Berkshire over the 6 months to 22 July 2018.

Contractor daily rate histogram for Data Analysis in Berkshire

Data Analysis
Contractor Hourly Rate Trend in Berkshire

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

Contractor hourly rate trend for Data Analysis in Berkshire

Data Analysis
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 Analysis within the Berkshire region over the 6 months to 22 July 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 -1 28 £388 +3.33% 8
Bracknell -3 5 - - 3
Slough -7 3 £115 -48.89% 1
Wokingham -11 1 - - 2
Maidenhead -11 1 £165 -29.79% 1
Newbury -15 1 - - 1
Ascot - 1 £325 - 1
Data Analysis
South East

For the 6 months to 22 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 Berkshire region with a requirement for Data Analysis.

1 40 (59.70%) SQL
2 27 (40.30%) Oracle
2 27 (40.30%) Microsoft Excel
3 23 (34.33%) Analytical Skills
4 22 (32.84%) Finance
5 20 (29.85%) Problem-Solving
6 17 (25.37%) Project Management
7 15 (22.39%) ERP
7 15 (22.39%) Unix
8 14 (20.90%) SQL Server
8 14 (20.90%) Telecoms
8 14 (20.90%) Workflow
8 14 (20.90%) FNZ
8 14 (20.90%) Sonata
9 12 (17.91%) ETL
9 12 (17.91%) Microsoft
10 11 (16.42%) Wealth Management
10 11 (16.42%) Migration
10 11 (16.42%) Data Migration
11 9 (13.43%) Data Management
12 8 (11.94%) Data Cleansing
13 7 (10.45%) AppDynamics
13 7 (10.45%) PMO
13 7 (10.45%) PL/SQL
13 7 (10.45%) Validation
13 7 (10.45%) Incident Management
14 6 (8.96%) Strategic Planning
14 6 (8.96%) Agile Software Development
14 6 (8.96%) Management Information System
14 6 (8.96%) Data Modelling

Data Analysis
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 5 (7.46%) Oracle Workflow
2 2 (2.99%) Apache Spark
3 1 (1.49%) IBM Domino
3 1 (1.49%) SAS
3 1 (1.49%) SharePoint
3 1 (1.49%) Skype for Business
Applications
1 27 (40.30%) Microsoft Excel
2 3 (4.48%) Microsoft PowerPoint
Business Applications
1 14 (20.90%) Sonata
2 5 (7.46%) Oracle BPM
3 4 (5.97%) Infor M3
3 4 (5.97%) SAP ERP
3 4 (5.97%) SAP S/4HANA
4 2 (2.99%) Oracle CRM
4 2 (2.99%) Oracle ERP
5 1 (1.49%) Eloqua
5 1 (1.49%) Maximo
Cloud Services
1 3 (4.48%) Microsoft Azure
1 3 (4.48%) Office 365
2 1 (1.49%) Oracle Service Cloud
Communications & Networking
1 3 (4.48%) Radio Access Network
1 3 (4.48%) Skype
2 2 (2.99%) ASN.1
Database & Business Intelligence
1 14 (20.90%) SQL Server
2 6 (8.96%) Oracle Database
3 5 (7.46%) Big Data
4 4 (5.97%) Oracle Database 12c
4 4 (5.97%) SAP Data Services
5 3 (4.48%) Data Warehouse
5 3 (4.48%) Hadoop
6 2 (2.99%) Apache Hive
6 2 (2.99%) Data Mining
6 2 (2.99%) HBase
6 2 (2.99%) Impala
6 2 (2.99%) OLTP
6 2 (2.99%) PostgreSQL
6 2 (2.99%) Power BI
6 2 (2.99%) Relational Database
6 2 (2.99%) SQL Server Integration Services
6 2 (2.99%) SQL Server Reporting Services
7 1 (1.49%) Enterprise Data Warehouse
7 1 (1.49%) NoSQL
7 1 (1.49%) Oracle ODI
Development Applications
1 5 (7.46%) Toad
2 4 (5.97%) LSMW
3 1 (1.49%) Axure RP
3 1 (1.49%) Oracle Forms
General
1 22 (32.84%) Finance
2 14 (20.90%) Telecoms
3 3 (4.48%) French Language
3 3 (4.48%) Legal
4 2 (2.99%) German Language
4 2 (2.99%) Italian Language
4 2 (2.99%) Marketing
4 2 (2.99%) Spanish Language
5 1 (1.49%) Advertising
5 1 (1.49%) Financial Institution
5 1 (1.49%) Law
5 1 (1.49%) Mandarin Language
5 1 (1.49%) Retail
Job Titles
1 31 (46.27%) Analyst
2 12 (17.91%) Data Analyst
3 8 (11.94%) Consultant
4 7 (10.45%) Administrator
5 5 (7.46%) Applications Support
5 5 (7.46%) Applications Support Analyst
5 5 (7.46%) Report Analyst
5 5 (7.46%) Support Analyst
6 4 (5.97%) Oracle Analyst
6 4 (5.97%) Support Consultant
6 4 (5.97%) Systems Analyst
7 3 (4.48%) Business Analyst
7 3 (4.48%) Data Consultant
7 3 (4.48%) Developer
7 3 (4.48%) Migration Consultant
7 3 (4.48%) SAP Consultant
7 3 (4.48%) SAP Data Migration Consultant
7 3 (4.48%) SAP Migration Consultant
7 3 (4.48%) Service Analyst
7 3 (4.48%) Systems Administrator
Libraries, Frameworks & Software Standards
1 4 (5.97%) BAPI
2 2 (2.99%) XML
3 1 (1.49%) HTML
Miscellaneous
1 23 (34.33%) Analytical Skills
2 6 (8.96%) Management Information System
3 3 (4.48%) Algorithms
4 2 (2.99%) User Experience
5 1 (1.49%) Fintech
5 1 (1.49%) Taxonomies
Operating Systems
1 15 (22.39%) Unix
2 5 (7.46%) Linux
Processes & Methodologies
1 20 (29.85%) Problem-Solving
2 17 (25.37%) Project Management
3 15 (22.39%) ERP
4 14 (20.90%) Workflow
5 12 (17.91%) ETL
6 11 (16.42%) Data Migration
6 11 (16.42%) Migration
6 11 (16.42%) Wealth Management
7 9 (13.43%) Data Management
8 8 (11.94%) Data Cleansing
9 7 (10.45%) Incident Management
9 7 (10.45%) Validation
10 6 (8.96%) Agile Software Development
10 6 (8.96%) Analytics
10 6 (8.96%) Coaching
10 6 (8.96%) CRM
10 6 (8.96%) Data Modelling
10 6 (8.96%) Strategic Planning
11 5 (7.46%) Business Intelligence
11 5 (7.46%) Regression Testing
Programming Languages
1 40 (59.70%) SQL
2 7 (10.45%) PL/SQL
3 4 (5.97%) Java
4 2 (2.99%) Bash Shell
4 2 (2.99%) Data Analysis Expressions (DAX)
4 2 (2.99%) Perl
4 2 (2.99%) T-SQL
4 2 (2.99%) VB
5 1 (1.49%) C
5 1 (1.49%) Python
5 1 (1.49%) R
5 1 (1.49%) Scala
Qualifications
1 4 (5.97%) Security Cleared
2 2 (2.99%) DV Cleared
2 2 (2.99%) MCSE
2 2 (2.99%) Microsoft Certification
2 2 (2.99%) SC Cleared
3 1 (1.49%) Degree
Quality Assurance & Compliance
1 7 (10.45%) PMO
2 3 (4.48%) Data Quality
3 2 (2.99%) ISO/IEC 27001
System Software
1 2 (2.99%) Apache Flume
1 2 (2.99%) HDFS
Systems Management
1 2 (2.99%) Kibana
1 2 (2.99%) Microsoft Intune
1 2 (2.99%) Puppet
Vendors
1 27 (40.30%) Oracle
2 14 (20.90%) FNZ
3 12 (17.91%) Microsoft
4 7 (10.45%) AppDynamics
5 6 (8.96%) IFS
6 4 (5.97%) SAP
7 3 (4.48%) Tableau
8 2 (2.99%) Atlassian
8 2 (2.99%) Salesforce.com
8 2 (2.99%) ServiceNow
9 1 (1.49%) Cadence
9 1 (1.49%) Capita
9 1 (1.49%) Cloudera
9 1 (1.49%) ComArch
9 1 (1.49%) Greenplum
9 1 (1.49%) MicroStrategy
9 1 (1.49%) PeopleSoft
9 1 (1.49%) RapidMiner
9 1 (1.49%) Siebel
9 1 (1.49%) Teradata