Period
to 19 July 2018

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 19 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
England > East of England
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 114 109 91
Rank change year-on-year -5 -18 +54
Contract jobs citing Data Analysis 91 98 111
As % of all contract IT jobs advertised in the East of England 1.92% 2.10% 2.14%
As % of the Processes & Methodologies category 2.28% 2.48% 2.61%
Number of daily rates quoted 48 62 78
East of England median daily rate £423 £350 £384
Median daily rate % change year-on-year +20.83% -8.79% +13.70%
10th Percentile £207 £263 £227
90th Percentile £551 £488 £488
England median daily rate £450 £450 £400
% change year-on-year - +12.50% -
Number of hourly rates quoted 13 8 6
East of England median hourly rate £31.03 £30.75 £32.20
Median hourly rate % change year-on-year +0.91% -4.50% -0.92%
10th Percentile £11.55 £14.47 £15.93
90th Percentile £43.00 £47.00 £40.33
England median hourly rate £28.02 £19.82 £17.36
% change year-on-year +41.35% +14.20% -21.11%

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 3,988 3,950 4,261
As % of all contract IT jobs advertised in the East of England 84.12% 84.73% 81.97%
Number of daily rates quoted 2,263 2,336 2,496
East of England median daily rate £433 £425 £413
Median daily rate % change year-on-year +1.86% +3.03% +6.45%
10th Percentile £232 £231 £243
90th Percentile £588 £575 £550
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 248 259 294
East of England median hourly rate £17.50 £30.00 £23.25
Median hourly rate % change year-on-year -41.67% +29.03% +3.33%
10th Percentile £11.50 £12.20 £12.92
90th Percentile £47.50 £50.12 £48.75
England median hourly rate £22.50 £24.86 £23.75
% change year-on-year -9.49% +4.67% +13.10%

Data Analysis
Job Vacancy Trend in the East of England

Job postings citing Data Analysis as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Data Analysis in the East of England

Data Analysis
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Data Analysis in the East of England

Data Analysis
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Data Analysis in the East of England over the 6 months to 19 July 2018.

Contractor daily rate histogram for Data Analysis in the East of England

Data Analysis
Contractor Hourly Rate Trend in the East of England

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

Contractor hourly rate trend for Data Analysis in the East of England

Data Analysis
Contractor Hourly Rate Histogram in the East of England

The hourly rate distribution of IT jobs citing Data Analysis in the East of England over the 6 months to 19 July 2018.

Contractor hourly rate histogram for Data Analysis in the East of England

Data Analysis
Contract Job Locations in the East of England

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 East of England region over the 6 months to 19 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
Hertfordshire +5 29 £338 -3.57% 16
Essex +1 27 £400 +19.40% 5
Cambridgeshire -2 21 £475 +52.00% 10
Bedfordshire -3 8 £450 +5.88% 4
Suffolk -8 3 £513 +294.23% 4
Norfolk +8 2 £525 +35.48% 6
East Anglia -7 1 - -
Data Analysis
England

For the 6 months to 19 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 East of England region with a requirement for Data Analysis.

1 26 (28.57%) Data Modelling
2 20 (21.98%) Agile Software Development
3 19 (20.88%) SQL
4 17 (18.68%) Microsoft Excel
5 16 (17.58%) Oracle
5 16 (17.58%) Migration
5 16 (17.58%) Analytical Skills
6 14 (15.38%) Microsoft
6 14 (15.38%) Windows
6 14 (15.38%) Data Warehouse
6 14 (15.38%) ETL
6 14 (15.38%) Business Intelligence
6 14 (15.38%) Data Quality
7 13 (14.29%) Data Cleansing
7 13 (14.29%) Data Migration
7 13 (14.29%) Microsoft Office
7 13 (14.29%) Analytics
8 12 (13.19%) SAP
9 11 (12.09%) Project Management
9 11 (12.09%) Decision-Making
10 10 (10.99%) Self-Motivation
10 10 (10.99%) Problem-Solving
10 10 (10.99%) SDLC
10 10 (10.99%) Finance
10 10 (10.99%) XML
10 10 (10.99%) RUP
10 10 (10.99%) Waterfall
10 10 (10.99%) Data Management
11 9 (9.89%) JIRA
11 9 (9.89%) Data Mapping

Data Analysis
Co-occurring IT Skills in the East of England 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 (5.49%) Confluence
2 4 (4.40%) SharePoint
3 1 (1.10%) Amazon Alexa
Applications
1 17 (18.68%) Microsoft Excel
2 13 (14.29%) Microsoft Office
3 7 (7.69%) MS Visio
4 4 (4.40%) Microsoft PowerPoint
5 2 (2.20%) Microsoft Project
6 1 (1.10%) Spreadsheet
Business Applications
1 2 (2.20%) BPCS
1 2 (2.20%) Dynamics AX
1 2 (2.20%) Movex
1 2 (2.20%) Oracle 11i
1 2 (2.20%) Oracle Financials
2 1 (1.10%) Dynamics CRM
2 1 (1.10%) iTrent
2 1 (1.10%) Oracle Assets
2 1 (1.10%) ResourceLink
2 1 (1.10%) SAP HR
2 1 (1.10%) SAP MDG
Cloud Services
1 5 (5.49%) Google Analytics
2 3 (3.30%) SuccessFactors
3 2 (2.20%) Microsoft Azure
4 1 (1.10%) Amazon AWS
4 1 (1.10%) Dynamics 365
4 1 (1.10%) SaaS
4 1 (1.10%) Taleo
Communications & Networking
1 2 (2.20%) Internet
Database & Business Intelligence
1 14 (15.38%) Data Warehouse
2 8 (8.79%) SQL Server
3 7 (7.69%) MySQL
4 6 (6.59%) Big Data
4 6 (6.59%) Oracle Database
5 5 (5.49%) BusinessObjects
5 5 (5.49%) Relational Database
6 4 (4.40%) Hadoop
6 4 (4.40%) SQL Server Reporting Services
7 3 (3.30%) DB2
7 3 (3.30%) Power BI
7 3 (3.30%) SQL Server Integration Services
8 2 (2.20%) MongoDB
8 2 (2.20%) NoSQL
8 2 (2.20%) Oracle Exadata
8 2 (2.20%) RDBMS
8 2 (2.20%) SAP Data Services
8 2 (2.20%) SQL Server Analysis Services
9 1 (1.10%) Azure SQL Data Warehouse
9 1 (1.10%) SQL Server 2016
Development Applications
1 9 (9.89%) JIRA
2 3 (3.30%) PowerDesigner
3 1 (1.10%) LSMW
3 1 (1.10%) Selenium
General
1 10 (10.99%) Finance
2 8 (8.79%) Law
3 7 (7.69%) Manufacturing
4 3 (3.30%) Retail
5 2 (2.20%) French Language
6 1 (1.10%) Automotive
6 1 (1.10%) Legal
6 1 (1.10%) Local Government
6 1 (1.10%) Marketing
6 1 (1.10%) Pharmaceutical
6 1 (1.10%) Publishing
Job Titles
1 58 (63.74%) Analyst
2 34 (37.36%) Data Analyst
3 13 (14.29%) Business Analyst
4 9 (9.89%) Architect
5 8 (8.79%) Data Architect
6 6 (6.59%) Active Directory Analyst
7 5 (5.49%) Systems Analyst
7 5 (5.49%) Web Analyst
8 4 (4.40%) Business Intelligence Architect
8 4 (4.40%) Financial Analyst
8 4 (4.40%) SAP Analyst
8 4 (4.40%) SAP Data Analyst
9 3 (3.30%) Business Intelligence Manager
9 3 (3.30%) Change Manager
9 3 (3.30%) Data Business Analyst
9 3 (3.30%) Data Manager
9 3 (3.30%) Data Modeller
9 3 (3.30%) Developer
9 3 (3.30%) Finance Business Analyst
9 3 (3.30%) Web Analytics Analyst
Libraries, Frameworks & Software Standards
1 10 (10.99%) XML
2 4 (4.40%) Middleware
3 3 (3.30%) J2EE
3 3 (3.30%) XML Schema
3 3 (3.30%) XSD
4 2 (2.20%) Oracle Fusion
5 1 (1.10%) .NET
5 1 (1.10%) JDBC
5 1 (1.10%) JSON
5 1 (1.10%) Kafka
5 1 (1.10%) REST
5 1 (1.10%) SOAP
5 1 (1.10%) XSLT
Miscellaneous
1 16 (17.58%) Analytical Skills
2 10 (10.99%) Self-Motivation
3 7 (7.69%) Data Structures
4 5 (5.49%) User Experience
5 4 (4.40%) Data Centre
5 4 (4.40%) Management Information System
6 3 (3.30%) Greenfield Project
6 3 (3.30%) N-Tier
6 3 (3.30%) Reference Data
6 3 (3.30%) Virtual Team
7 2 (2.20%) CMDB
7 2 (2.20%) Mainframe
8 1 (1.10%) Algorithms
8 1 (1.10%) Computer Science
8 1 (1.10%) FMCG
8 1 (1.10%) Freedom of Information
8 1 (1.10%) IBM Mainframe
8 1 (1.10%) NHS
8 1 (1.10%) Wiki
Operating Systems
1 14 (15.38%) Windows
2 7 (7.69%) Linux
3 1 (1.10%) Unix
Processes & Methodologies
1 26 (28.57%) Data Modelling
2 20 (21.98%) Agile Software Development
3 16 (17.58%) Migration
4 14 (15.38%) Business Intelligence
4 14 (15.38%) ETL
5 13 (14.29%) Analytics
5 13 (14.29%) Data Cleansing
5 13 (14.29%) Data Migration
6 11 (12.09%) Decision-Making
6 11 (12.09%) Project Management
7 10 (10.99%) Data Management
7 10 (10.99%) Problem-Solving
7 10 (10.99%) RUP
7 10 (10.99%) SDLC
7 10 (10.99%) Waterfall
8 9 (9.89%) Data Mapping
8 9 (9.89%) Validation
9 8 (8.79%) ERP
9 8 (8.79%) Requirements Analysis
9 8 (8.79%) Systems Analysis
Programming Languages
1 19 (20.88%) SQL
2 7 (7.69%) PowerShell
3 6 (6.59%) Python
4 4 (4.40%) Java
4 4 (4.40%) VBA
5 3 (3.30%) R
6 2 (2.20%) Perl
6 2 (2.20%) PL/SQL
6 2 (2.20%) T-SQL
7 1 (1.10%) C
7 1 (1.10%) C#
7 1 (1.10%) C++
7 1 (1.10%) Fortran
7 1 (1.10%) HiveQL
7 1 (1.10%) JavaScript
7 1 (1.10%) MATLAB
7 1 (1.10%) Ruby
Qualifications
1 6 (6.59%) Degree
2 2 (2.20%) Security Cleared
3 1 (1.10%) BPSS Clearance
3 1 (1.10%) CCA
3 1 (1.10%) CCNA
3 1 (1.10%) Cisco Certification
3 1 (1.10%) Citrix Certification
3 1 (1.10%) ECDL
3 1 (1.10%) ITIL Certification
3 1 (1.10%) MCP
3 1 (1.10%) MCSE
3 1 (1.10%) Microsoft Certification
3 1 (1.10%) PhD
3 1 (1.10%) SC Cleared
Quality Assurance & Compliance
1 14 (15.38%) Data Quality
2 2 (2.20%) GDPR
2 2 (2.20%) PMO
2 2 (2.20%) QA
2 2 (2.20%) SLA
3 1 (1.10%) GLP
3 1 (1.10%) GMP
System Software
1 8 (8.79%) Active Directory
2 1 (1.10%) Apache Flume
Systems Management
1 2 (2.20%) SCCM
Vendors
1 16 (17.58%) Oracle
2 14 (15.38%) Microsoft
3 12 (13.19%) SAP
4 5 (5.49%) Google
5 4 (4.40%) Tableau
6 3 (3.30%) Atlassian
6 3 (3.30%) Informatica
7 2 (2.20%) Alteryx
7 2 (2.20%) BMC
7 2 (2.20%) Embarcadero
7 2 (2.20%) IBM
7 2 (2.20%) Remedy
7 2 (2.20%) Teradata
8 1 (1.10%) Cisco
8 1 (1.10%) Cognos
8 1 (1.10%) MicroStrategy
8 1 (1.10%) NGA Human Resources
8 1 (1.10%) Qualys
8 1 (1.10%) Workday