Period
to 16 August 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 16 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.

Analytical Skills
East of England > Cambridgeshire
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 32 50 37
Rank change year-on-year +18 -13 +3
Contract jobs citing Analytical Skills 53 40 53
As % of all contract IT jobs advertised in Cambridgeshire 4.77% 3.33% 4.37%
As % of the Miscellaneous category 15.14% 11.80% 14.64%
Number of daily rates quoted 24 22 26
Cambridgeshire median daily rate £430 £306 £363
Median daily rate % change year-on-year +40.75% -15.72% +7.41%
10th Percentile £304 £174 £172
90th Percentile £601 £434 £466
East of England median daily rate £400 £413 £378
% change year-on-year -3.03% +9.27% +0.67%
Number of hourly rates quoted 5 4 6
Cambridgeshire median hourly rate £16.75 £25.25 £10.18
Median hourly rate % change year-on-year -33.66% +148.16% -41.86%
10th Percentile £11.89 £15.75 £10.04
90th Percentile £17.85 £37.90 £31.25
East of England median hourly rate £17.50 £13.72 £21.25
% change year-on-year +27.60% -35.46% -32.54%

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 350 339 362
As % of all contract IT jobs advertised in Cambridgeshire 31.50% 28.25% 29.87%
Number of daily rates quoted 167 172 211
Cambridgeshire median daily rate £425 £351 £375
Median daily rate % change year-on-year +21.26% -6.53% +15.38%
10th Percentile £248 £191 £174
90th Percentile £575 £511 £538
East of England median daily rate £450 £401 £390
% change year-on-year +12.15% +2.88% +4.00%
Number of hourly rates quoted 19 43 18
Cambridgeshire median hourly rate £18.00 £19.38 £26.75
Median hourly rate % change year-on-year -7.12% -27.55% +7.00%
10th Percentile £12.93 £10.86 £10.06
90th Percentile £48.00 £46.20 £49.28
East of England median hourly rate £22.75 £17.50 £19.00
% change year-on-year +30.00% -7.89% -36.67%

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 16 August 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
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 16 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
Cambridge +14 31 £475 +126.19% 30
Peterborough -2 17 £388 +56.57% 29
Analytical Skills
East of England

For the 6 months to 16 August 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 22 (41.51%) Agile Software Development
2 19 (35.85%) Problem-Solving
3 16 (30.19%) Microsoft
4 10 (18.87%) Degree
4 10 (18.87%) JIRA
4 10 (18.87%) User Stories
5 9 (16.98%) Business Analysis
5 9 (16.98%) Self-Motivation
6 8 (15.09%) Acceptance Criteria
6 8 (15.09%) Microsoft Excel
6 8 (15.09%) CRM
7 7 (13.21%) Microsoft Office
7 7 (13.21%) Project Management
7 7 (13.21%) Scrum
7 7 (13.21%) Dynamics CRM
7 7 (13.21%) Confluence
8 6 (11.32%) SaaS
8 6 (11.32%) QA
8 6 (11.32%) Middleware
8 6 (11.32%) Business Intelligence
8 6 (11.32%) SQL
8 6 (11.32%) Customer Requirements
8 6 (11.32%) Service Design
9 5 (9.43%) Dynamics 365
9 5 (9.43%) Scaled Agile Framework
9 5 (9.43%) Oracle
9 5 (9.43%) Finance
9 5 (9.43%) Incident Management
9 5 (9.43%) Marketing
9 5 (9.43%) Analytics

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 7 (13.21%) Confluence
2 3 (5.66%) Mule
2 3 (5.66%) SharePoint
3 2 (3.77%) CMS
4 1 (1.89%) Apache Spark
4 1 (1.89%) WordPress
Applications
1 8 (15.09%) Microsoft Excel
2 7 (13.21%) Microsoft Office
3 4 (7.55%) Microsoft Project
4 3 (5.66%) Microsoft PowerPoint
5 2 (3.77%) MS Visio
Business Applications
1 7 (13.21%) Dynamics CRM
2 1 (1.89%) NetSuite
2 1 (1.89%) SAP CO
2 1 (1.89%) SAP FI
2 1 (1.89%) SAP FI/CO
Cloud Services
1 6 (11.32%) SaaS
2 5 (9.43%) Dynamics 365
3 3 (5.66%) Microsoft Azure
3 3 (5.66%) Office 365
4 2 (3.77%) Amazon AWS
4 2 (3.77%) Amazon EMR
4 2 (3.77%) Azure Active Directory
4 2 (3.77%) IaaS
4 2 (3.77%) PaaS
5 1 (1.89%) Amazon S3
5 1 (1.89%) Amazon SQS
5 1 (1.89%) OneDrive
5 1 (1.89%) SuccessFactors
Communications & Networking
1 3 (5.66%) Firewall
2 2 (3.77%) HTTP
3 1 (1.89%) 5G
3 1 (1.89%) Bluetooth
3 1 (1.89%) LTE
3 1 (1.89%) Wi-Fi
3 1 (1.89%) Wireless
3 1 (1.89%) WLAN
Database & Business Intelligence
1 4 (7.55%) MySQL
1 4 (7.55%) Power BI
2 2 (3.77%) Amazon Aurora
2 2 (3.77%) Amazon Redshift
2 2 (3.77%) Apache Hive
2 2 (3.77%) NoSQL
2 2 (3.77%) Oracle Database
2 2 (3.77%) PostgreSQL
2 2 (3.77%) Relational Database
2 2 (3.77%) SQL Server
3 1 (1.89%) Big Data
3 1 (1.89%) BusinessObjects
3 1 (1.89%) Data Warehouse
3 1 (1.89%) Hadoop
3 1 (1.89%) MongoDB
3 1 (1.89%) Oracle Database 11g
3 1 (1.89%) RavenDB
3 1 (1.89%) SQL Server Reporting Services
Development Applications
1 10 (18.87%) JIRA
2 2 (3.77%) Jenkins
2 2 (3.77%) Visual Studio Team System
3 1 (1.89%) Balsamiq Mockups
3 1 (1.89%) Bugzilla
3 1 (1.89%) Git (software)
3 1 (1.89%) GitLab
3 1 (1.89%) JMeter
3 1 (1.89%) Selenium
3 1 (1.89%) Team Foundation Server
General
1 5 (9.43%) Finance
1 5 (9.43%) Marketing
2 4 (7.55%) Retail
3 2 (3.77%) Manufacturing
3 2 (3.77%) Publishing
4 1 (1.89%) Back Office
4 1 (1.89%) Brand Awareness
4 1 (1.89%) General Ledger
4 1 (1.89%) Pharmaceutical
4 1 (1.89%) Telecoms
Job Titles
1 27 (50.94%) Analyst
2 15 (28.30%) Business Analyst
3 6 (11.32%) Architect
3 6 (11.32%) Solutions Architect
4 4 (7.55%) Operations Analyst
5 3 (5.66%) Application Security Analyst
5 3 (5.66%) Data Analyst
5 3 (5.66%) Firewall Analyst
5 3 (5.66%) Security Analyst
5 3 (5.66%) Security Operations Analyst
5 3 (5.66%) SIEM Analyst
5 3 (5.66%) Web Analyst
5 3 (5.66%) Web Applications Analyst
6 2 (3.77%) Data Engineer
6 2 (3.77%) Project Analyst
6 2 (3.77%) Project Manager
6 2 (3.77%) Report Analyst
6 2 (3.77%) Technical Analyst
6 2 (3.77%) Test Engineer
6 2 (3.77%) Tester
Libraries, Frameworks & Software Standards
1 6 (11.32%) Middleware
2 3 (5.66%) CSS
2 3 (5.66%) HTML
2 3 (5.66%) Web Services
2 3 (5.66%) XML
3 2 (3.77%) .NET
4 1 (1.89%) Ajax
4 1 (1.89%) AngularJS
4 1 (1.89%) Apache Camel
4 1 (1.89%) ASP.NET
4 1 (1.89%) ASP.NET MVC
4 1 (1.89%) CGI
4 1 (1.89%) COM
4 1 (1.89%) Hibernate
4 1 (1.89%) JSON
4 1 (1.89%) ODBC
4 1 (1.89%) Play Framework
4 1 (1.89%) REST
4 1 (1.89%) SOAP
Miscellaneous
1 9 (16.98%) Self-Motivation
2 5 (9.43%) User Experience
3 4 (7.55%) Computer Science
4 3 (5.66%) Cyber Kill Chain
5 2 (3.77%) Management Information System
6 1 (1.89%) Animation
6 1 (1.89%) Biotechnology
6 1 (1.89%) CMDB
6 1 (1.89%) Driving Licence
6 1 (1.89%) Life Science
6 1 (1.89%) Mobile App
6 1 (1.89%) Virtual Team
Operating Systems
1 3 (5.66%) Linux
2 2 (3.77%) Windows
3 1 (1.89%) Apple iOS
3 1 (1.89%) Mac OS
3 1 (1.89%) Windows 10
3 1 (1.89%) Windows 7
Processes & Methodologies
1 22 (41.51%) Agile Software Development
2 19 (35.85%) Problem-Solving
3 10 (18.87%) User Stories
4 9 (16.98%) Business Analysis
5 8 (15.09%) Acceptance Criteria
5 8 (15.09%) CRM
6 7 (13.21%) Project Management
6 7 (13.21%) Scrum
7 6 (11.32%) Business Intelligence
7 6 (11.32%) Customer Requirements
7 6 (11.32%) Service Design
8 5 (9.43%) Analytics
8 5 (9.43%) Incident Management
8 5 (9.43%) Scaled Agile Framework
9 4 (7.55%) Identity Access Management
9 4 (7.55%) Marketing Automation
9 4 (7.55%) Mathematics
9 4 (7.55%) TOGAF
9 4 (7.55%) User Acceptance Testing
9 4 (7.55%) Visualisation
Programming Languages
1 6 (11.32%) SQL
2 4 (7.55%) PL/SQL
3 3 (5.66%) Java
4 2 (3.77%) C#
4 2 (3.77%) Python
5 1 (1.89%) C
5 1 (1.89%) Embedded C
5 1 (1.89%) JavaScript
5 1 (1.89%) MATLAB
5 1 (1.89%) Perl
5 1 (1.89%) R
5 1 (1.89%) Scala
Qualifications
1 10 (18.87%) Degree
2 4 (7.55%) TOGAF Certification
3 3 (5.66%) (ISC)2 CCSP
3 3 (5.66%) CCNP
3 3 (5.66%) CCSP
3 3 (5.66%) Cisco Certification
3 3 (5.66%) CISSP
3 3 (5.66%) CSSLP
3 3 (5.66%) GCIH
3 3 (5.66%) GCWN
3 3 (5.66%) GIAC
3 3 (5.66%) ISSAP
3 3 (5.66%) ISSEP
3 3 (5.66%) MCSE
3 3 (5.66%) Microsoft Certification
3 3 (5.66%) RHCA
3 3 (5.66%) RHCE
3 3 (5.66%) SANS
3 3 (5.66%) SSCP
4 2 (3.77%) PMP
Quality Assurance & Compliance
1 6 (11.32%) QA
2 2 (3.77%) GDPR
3 1 (1.89%) Disclosure Scotland
System Software
1 3 (5.66%) Active Directory
Systems Management
1 4 (7.55%) Single Sign-On
2 2 (3.77%) Microsoft Intune
3 1 (1.89%) SCCM
3 1 (1.89%) Systems Management Server (SMS)
Vendors
1 16 (30.19%) Microsoft
2 5 (9.43%) Oracle
3 4 (7.55%) Marketo
3 4 (7.55%) MuleSoft
3 4 (7.55%) SAP
3 4 (7.55%) ServiceNow
4 3 (5.66%) Cisco
4 3 (5.66%) Red Hat
4 3 (5.66%) Tableau
5 2 (3.77%) Atlassian
6 1 (1.89%) Alteryx
6 1 (1.89%) Apple
6 1 (1.89%) CA Agile Central
6 1 (1.89%) Extreme Networks
6 1 (1.89%) Fujitsu
6 1 (1.89%) HP
6 1 (1.89%) Salesforce.com
6 1 (1.89%) Talend
6 1 (1.89%) VMware