Period
to 22 June 2018

The table below looks at the prevalence of the term Analytical Skills in contract job vacancies advertised in Cambridgeshire. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytical Skills over the 6 months to 22 June 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.

Analytical Skills
East of England > Cambridgeshire
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 33 49 53
Rank change year-on-year +16 +4 -24
Contract jobs citing Analytical Skills 47 33 41
As % of all contract IT jobs advertised in Cambridgeshire 4.51% 2.95% 3.38%
As % of the Miscellaneous category 13.17% 10.82% 11.82%
Number of daily rates quoted 23 20 25
Cambridgeshire median daily rate £388 £275 £375
Median daily rate % change year-on-year +40.91% -26.67% +13.21%
10th Percentile £263 £169 £195
90th Percentile £494 £443 £474
East of England median daily rate £400 £395 £423
% change year-on-year +1.27% -6.51% +12.67%
Number of hourly rates quoted 6 4 5
Cambridgeshire median hourly rate £18.75 £25.25 £10.18
Median hourly rate % change year-on-year -25.74% +148.16% -
10th Percentile £14.31 £15.75 £10.04
90th Percentile £24.50 £37.90 £15.36
East of England median hourly rate £17.50 £16.78 £20.00
% change year-on-year +4.29% -16.10% -39.07%

Analytical Skills 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 Cambridgeshire with a requirement for generic IT skills.

All Generic IT Skills
Cambridgeshire
Contract vacancies with a requirement for generic IT skills 357 305 347
As % of all contract IT jobs advertised in Cambridgeshire 34.29% 27.31% 28.58%
Number of daily rates quoted 186 153 202
Cambridgeshire median daily rate £420 £350 £389
Median daily rate % change year-on-year +20.11% -9.97% +19.62%
10th Percentile £233 £185 £213
90th Percentile £563 £519 £549
East of England median daily rate £450 £400 £400
% change year-on-year +12.50% - +6.67%
Number of hourly rates quoted 20 45 26
Cambridgeshire median hourly rate £18.75 £19.38 £37.50
Median hourly rate % change year-on-year -3.25% -48.32% +54.64%
10th Percentile £12.88 £10.21 £10.09
90th Percentile £47.50 £47.50 £59.38
East of England median hourly rate £19.50 £22.85 £19.00
% change year-on-year -14.66% +20.26% -38.71%

Analytical Skills
Job Vacancy Trend in Cambridgeshire

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytical Skills in Cambridgeshire.

Contractor daily rate trend for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Analytical Skills in Cambridgeshire over the 6 months to 22 June 2018.

Contractor daily rate histogram for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Hourly Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytical Skills in Cambridgeshire.

Contractor hourly rate trend for Analytical Skills in Cambridgeshire

Analytical Skills
Contractor Hourly Rate Histogram in Cambridgeshire

The hourly rate distribution of IT jobs citing Analytical Skills in Cambridgeshire over the 6 months to 22 June 2018.

Contractor hourly rate histogram for Analytical Skills in Cambridgeshire

Analytical Skills
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytical Skills within the Cambridgeshire region over the 6 months to 22 June 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
Cambridge +14 23 £388 +84.52% 23
Peterborough -1 18 £381 +38.64% 21
Analytical Skills
East of England

For the 6 months to 22 June 2018, IT contractor jobs citing Analytical Skills 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 Cambridgeshire region with a requirement for Analytical Skills.

1 18 (38.30%) Problem-Solving
2 17 (36.17%) Agile Software Development
3 14 (29.79%) SQL
4 12 (25.53%) Microsoft
5 11 (23.40%) Microsoft Excel
6 10 (21.28%) Self-Motivation
7 9 (19.15%) Degree
8 8 (17.02%) JIRA
9 7 (14.89%) Data Analysis
9 7 (14.89%) Relational Database
9 7 (14.89%) Linux
10 6 (12.77%) MS Visio
11 5 (10.64%) TDD
11 5 (10.64%) Finance
11 5 (10.64%) Project Management
11 5 (10.64%) Change Management
11 5 (10.64%) Business Intelligence
11 5 (10.64%) OO
11 5 (10.64%) Python
11 5 (10.64%) PL/SQL
11 5 (10.64%) Oracle
11 5 (10.64%) Microsoft Office
11 5 (10.64%) SAP
11 5 (10.64%) Confluence
11 5 (10.64%) Business Analysis
11 5 (10.64%) Incident Management
11 5 (10.64%) QA
12 4 (8.51%) Computer Science
12 4 (8.51%) Microsoft PowerPoint
12 4 (8.51%) Informatics

Analytical Skills
Co-occurring IT Skills in Cambridgeshire 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 (10.64%) Confluence
2 1 (2.13%) CMS
2 1 (2.13%) IIS
2 1 (2.13%) SharePoint
Applications
1 11 (23.40%) Microsoft Excel
2 6 (12.77%) MS Visio
3 5 (10.64%) Microsoft Office
4 4 (8.51%) Microsoft PowerPoint
5 3 (6.38%) Microsoft Project
6 2 (4.26%) Spreadsheet
Business Applications
1 2 (4.26%) ResourceLink
2 1 (2.13%) Dynamics CRM
2 1 (2.13%) SAP CO
2 1 (2.13%) SAP FI
2 1 (2.13%) SAP FI/CO
Cloud Services
1 4 (8.51%) GitHub
2 2 (4.26%) Amazon AWS
2 2 (4.26%) Microsoft Azure
3 1 (2.13%) Dynamics 365
3 1 (2.13%) Office 365
3 1 (2.13%) OneDrive
Communications & Networking
1 3 (6.38%) Firewall
2 2 (4.26%) HTTP
2 2 (4.26%) SMS
Database & Business Intelligence
1 7 (14.89%) Relational Database
2 3 (6.38%) SQL Server
3 2 (4.26%) Big Data
3 2 (4.26%) BusinessObjects
3 2 (4.26%) Data Warehouse
3 2 (4.26%) MySQL
3 2 (4.26%) Oracle Database
3 2 (4.26%) Power BI
4 1 (2.13%) Data Lake
4 1 (2.13%) MongoDB
4 1 (2.13%) NoSQL
4 1 (2.13%) OLAP
4 1 (2.13%) Oracle Database 11g
4 1 (2.13%) RavenDB
4 1 (2.13%) RDBMS
4 1 (2.13%) SAP Data Services
4 1 (2.13%) Snowflake Schema
4 1 (2.13%) SQL Server Reporting Services
Development Applications
1 8 (17.02%) JIRA
2 2 (4.26%) Balsamiq Mockups
2 2 (4.26%) Jenkins
3 1 (2.13%) ER Studio
3 1 (2.13%) ERwin
3 1 (2.13%) JMeter
3 1 (2.13%) Selenium
3 1 (2.13%) VersionOne
General
1 5 (10.64%) Finance
2 3 (6.38%) Retail
3 2 (4.26%) Legal
4 1 (2.13%) Back Office
4 1 (2.13%) Brand Awareness
4 1 (2.13%) Manufacturing
4 1 (2.13%) Marketing
Job Titles
1 25 (53.19%) Analyst
2 11 (23.40%) Business Analyst
3 6 (12.77%) Data Analyst
4 4 (8.51%) Developer
4 4 (8.51%) Operations Analyst
5 3 (6.38%) Application Security Analyst
5 3 (6.38%) Business Intelligence Analyst
5 3 (6.38%) Firewall Analyst
5 3 (6.38%) Security Analyst
5 3 (6.38%) Security Operations Analyst
5 3 (6.38%) SIEM Analyst
5 3 (6.38%) Web Analyst
5 3 (6.38%) Web Applications Analyst
6 2 (4.26%) Business Intelligence Data Analyst
6 2 (4.26%) Coordinator
6 2 (4.26%) Information Analyst
6 2 (4.26%) IT Analyst
6 2 (4.26%) Scientific Programmer
6 2 (4.26%) Software Developer
6 2 (4.26%) Technical Analyst
Libraries, Frameworks & Software Standards
1 3 (6.38%) .NET
1 3 (6.38%) CSS
1 3 (6.38%) HTML
1 3 (6.38%) Web Services
1 3 (6.38%) XML
2 2 (4.26%) ASP.NET
3 1 (2.13%) Ajax
3 1 (2.13%) AngularJS
3 1 (2.13%) ASP.NET MVC
3 1 (2.13%) CGI
3 1 (2.13%) COM
3 1 (2.13%) Hibernate
3 1 (2.13%) JSON
3 1 (2.13%) ODBC
3 1 (2.13%) Play Framework
3 1 (2.13%) Velocity
Miscellaneous
1 10 (21.28%) Self-Motivation
2 4 (8.51%) Computer Science
2 4 (8.51%) User Experience
3 3 (6.38%) Cyber Kill Chain
3 3 (6.38%) Management Information System
4 2 (4.26%) Life Science
5 1 (2.13%) Animation
5 1 (2.13%) Client/Server
5 1 (2.13%) CMDB
5 1 (2.13%) Driving Licence
5 1 (2.13%) Greenfield Project
5 1 (2.13%) Mobile App
Operating Systems
1 7 (14.89%) Linux
2 4 (8.51%) Unix
3 2 (4.26%) Windows
4 1 (2.13%) Apple iOS
4 1 (2.13%) Mac OS
4 1 (2.13%) Windows 10
4 1 (2.13%) Windows 7
Processes & Methodologies
1 18 (38.30%) Problem-Solving
2 17 (36.17%) Agile Software Development
3 7 (14.89%) Data Analysis
4 5 (10.64%) Business Analysis
4 5 (10.64%) Business Intelligence
4 5 (10.64%) Change Management
4 5 (10.64%) Incident Management
4 5 (10.64%) OO
4 5 (10.64%) Project Management
4 5 (10.64%) TDD
5 4 (8.51%) Change Control
5 4 (8.51%) Informatics
5 4 (8.51%) ITIL
5 4 (8.51%) Mathematics
5 4 (8.51%) Open Source
5 4 (8.51%) Open Source Development
5 4 (8.51%) Resource Allocation
5 4 (8.51%) Risk Management
5 4 (8.51%) Scrum
5 4 (8.51%) User Stories
Programming Languages
1 14 (29.79%) SQL
2 5 (10.64%) PL/SQL
2 5 (10.64%) Python
3 4 (8.51%) Perl
4 3 (6.38%) Java
5 2 (4.26%) C
5 2 (4.26%) C#
5 2 (4.26%) VBA
6 1 (2.13%) JavaScript
6 1 (2.13%) MATLAB
6 1 (2.13%) R
6 1 (2.13%) Scala
Qualifications
1 9 (19.15%) Degree
2 3 (6.38%) (ISC)2 CCSP
2 3 (6.38%) CCNP
2 3 (6.38%) CCSP
2 3 (6.38%) Cisco Certification
2 3 (6.38%) CISSP
2 3 (6.38%) CSSLP
2 3 (6.38%) GCIH
2 3 (6.38%) GCWN
2 3 (6.38%) GIAC
2 3 (6.38%) ISSAP
2 3 (6.38%) ISSEP
2 3 (6.38%) MCSE
2 3 (6.38%) Microsoft Certification
2 3 (6.38%) RHCA
2 3 (6.38%) RHCE
2 3 (6.38%) SANS
2 3 (6.38%) Security Cleared
2 3 (6.38%) SSCP
3 2 (4.26%) ITIL Certification
Quality Assurance & Compliance
1 5 (10.64%) QA
2 3 (6.38%) Disclosure Scotland
3 2 (4.26%) SLA
4 1 (2.13%) GDPR
4 1 (2.13%) ISO 9001
System Software
1 1 (2.13%) Active Directory
1 1 (2.13%) Docker
Systems Management
1 1 (2.13%) SCCM
1 1 (2.13%) Systems Management Server (SMS)
Vendors
1 12 (25.53%) Microsoft
2 5 (10.64%) Oracle
2 5 (10.64%) SAP
3 3 (6.38%) Cisco
3 3 (6.38%) Red Hat
3 3 (6.38%) Tableau
4 2 (4.26%) Atlassian
4 2 (4.26%) Cognos
4 2 (4.26%) ServiceNow
5 1 (2.13%) Alteryx
5 1 (2.13%) Apple
5 1 (2.13%) CA Agile Central
5 1 (2.13%) Cadence
5 1 (2.13%) Extreme Networks
5 1 (2.13%) Fujitsu
5 1 (2.13%) HP
5 1 (2.13%) MicroStrategy
5 1 (2.13%) Salesforce.com
5 1 (2.13%) VMware