Period
to 23 February 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 23 February 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
23 Feb 2018
Same period 2017 Same period 2016
Rank 37 44 43
Rank change year-on-year +7 -1 -20
Contract jobs citing Analytical Skills 64 34 51
As % of all contract IT jobs advertised in Cambridgeshire 5.04% 3.20% 3.86%
As % of the Miscellaneous category 15.46% 11.15% 14.66%
Number of daily rates quoted 34 12 33
Cambridgeshire median daily rate £325 £341 £450
Median daily rate % change year-on-year -4.76% -24.17% +28.57%
10th Percentile £213 £263 £176
90th Percentile £471 £500 £487
East of England median daily rate £353 £350 £450
% change year-on-year +0.71% -22.22% +20.00%
Number of hourly rates quoted 4 8 2
Cambridgeshire median hourly rate £21.10 £15.25 £35.00
Median hourly rate % change year-on-year +38.36% -56.43% -9.09%
10th Percentile £17.25 £14.63 £32.50
90th Percentile £26.29 £43.65 £37.50
East of England median hourly rate £19.50 £15.25 £22.50
% change year-on-year +27.87% -32.22% -33.48%

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 414 305 348
As % of all contract IT jobs advertised in Cambridgeshire 32.60% 28.75% 26.34%
Number of daily rates quoted 237 136 187
Cambridgeshire median daily rate £380 £350 £375
Median daily rate % change year-on-year +8.57% -6.67% +11.11%
10th Percentile £225 £103 £205
90th Percentile £559 £513 £575
East of England median daily rate £415 £350 £400
% change year-on-year +18.57% -12.50% +6.67%
Number of hourly rates quoted 27 42 38
Cambridgeshire median hourly rate £42.00 £40.00 £37.50
Median hourly rate % change year-on-year +5.00% +6.67% +25.00%
10th Percentile £14.30 £11.32 £15.46
90th Percentile £50.05 £47.50 £60.00
East of England median hourly rate £22.70 £31.00 £22.00
% change year-on-year -26.77% +40.91% +10.00%

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 23 February 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 23 February 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 +9 27 £320 -18.21% 49
Peterborough +3 26 £300 - 39
Huntingdon 0 1 £473 - 1
Analytical Skills
East of England

For the 6 months to 23 February 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 23 (35.94%) Agile Software Development
2 16 (25.00%) Finance
3 13 (20.31%) SQL
4 12 (18.75%) Manufacturing
4 12 (18.75%) JIRA
5 11 (17.19%) Microsoft Excel
6 10 (15.63%) SDLC
7 9 (14.06%) SAP
7 9 (14.06%) Microsoft
8 8 (12.50%) VMware
8 8 (12.50%) Business Intelligence
8 8 (12.50%) Microsoft Certification
8 8 (12.50%) NHS
8 8 (12.50%) MCSE
8 8 (12.50%) Web Services
8 8 (12.50%) People Management
8 8 (12.50%) Degree
9 7 (10.94%) User Acceptance Testing
9 7 (10.94%) Test Scripting
9 7 (10.94%) Test Automation
9 7 (10.94%) Defect Management
9 7 (10.94%) Scaled Agile Framework
9 7 (10.94%) Microsoft Office
9 7 (10.94%) Python
10 6 (9.38%) Programme Management
10 6 (9.38%) Data Analysis
10 6 (9.38%) Marketing
10 6 (9.38%) Electronics
10 6 (9.38%) Telecoms
10 6 (9.38%) MS Visio

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 2 (3.13%) SAS
2 1 (1.56%) Confluence
2 1 (1.56%) IIS
2 1 (1.56%) MS Exchange
Applications
1 11 (17.19%) Microsoft Excel
2 7 (10.94%) Microsoft Office
3 6 (9.38%) MS Visio
4 3 (4.69%) Microsoft Project
5 2 (3.13%) Microsoft PowerPoint
5 2 (3.13%) Spreadsheet
Business Applications
1 2 (3.13%) Adobe Campaign
1 2 (3.13%) ResourceLink
1 2 (3.13%) Unica
Cloud Services
1 5 (7.81%) GitHub
2 3 (4.69%) Amazon AWS
3 1 (1.56%) Amazon CloudWatch
3 1 (1.56%) Amazon EC2
3 1 (1.56%) Amazon S3
3 1 (1.56%) AWS Lambda
3 1 (1.56%) CloudFront
3 1 (1.56%) Microsoft Azure
3 1 (1.56%) Office 365
3 1 (1.56%) Route 53
3 1 (1.56%) Serverless
3 1 (1.56%) Virtual Private Cloud
Communications & Networking
1 5 (7.81%) ATM
2 3 (4.69%) SMS
3 1 (1.56%) Skype
Database & Business Intelligence
1 5 (7.81%) Relational Database
2 1 (1.56%) Amazon RDS
2 1 (1.56%) Big Data
2 1 (1.56%) BusinessObjects
2 1 (1.56%) Data Lake
2 1 (1.56%) Data Warehouse
2 1 (1.56%) OLAP
2 1 (1.56%) RDBMS
2 1 (1.56%) SAP Data Services
2 1 (1.56%) Snowflake Schema
2 1 (1.56%) SQL Server
Development Applications
1 12 (18.75%) JIRA
2 6 (9.38%) SoapUI
3 2 (3.13%) Jenkins
4 1 (1.56%) Balsamiq Mockups
4 1 (1.56%) ERwin
4 1 (1.56%) Git (software)
4 1 (1.56%) VersionOne
General
1 16 (25.00%) Finance
2 12 (18.75%) Manufacturing
3 6 (9.38%) Electronics
3 6 (9.38%) Marketing
3 6 (9.38%) Telecoms
4 2 (3.13%) Legal
5 1 (1.56%) Banking
5 1 (1.56%) Military
5 1 (1.56%) Pharmaceutical
Job Titles
1 24 (37.50%) Analyst
2 9 (14.06%) Business Analyst
3 7 (10.94%) Data Analyst
4 5 (7.81%) Developer
4 5 (7.81%) Test Analyst
5 4 (6.25%) Project Manager
6 3 (4.69%) Contracts Manager
6 3 (4.69%) ERP Analyst
6 3 (4.69%) ERP Business Analyst
7 2 (3.13%) CRM Manager
7 2 (3.13%) Data Scientist
7 2 (3.13%) Excel Analyst
7 2 (3.13%) Information Security Consultant
7 2 (3.13%) IT Analyst
7 2 (3.13%) Scala Developer
7 2 (3.13%) Scientific Programmer
7 2 (3.13%) Security Technical Consultant
7 2 (3.13%) Senior Programmer
7 2 (3.13%) Technical Leader
7 2 (3.13%) Technical Security Consultant
Libraries, Frameworks & Software Standards
1 8 (12.50%) Web Services
2 6 (9.38%) SOAP
3 3 (4.69%) HTML
4 2 (3.13%) Akka
4 2 (3.13%) AngularJS
4 2 (3.13%) CSS
4 2 (3.13%) Hibernate
4 2 (3.13%) Kafka
4 2 (3.13%) Play Framework
4 2 (3.13%) Velocity
5 1 (1.56%) .NET
5 1 (1.56%) ASP.NET
5 1 (1.56%) Keras
5 1 (1.56%) Natural Language Processing
5 1 (1.56%) Node.js
5 1 (1.56%) NumPy
5 1 (1.56%) Pandas
5 1 (1.56%) scikit-learn
5 1 (1.56%) TensorFlow
5 1 (1.56%) Theano
Miscellaneous
1 8 (12.50%) NHS
2 2 (3.13%) Algorithms
2 2 (3.13%) Life Science
2 2 (3.13%) Management Information System
2 2 (3.13%) User Experience
2 2 (3.13%) Video Conferencing
3 1 (1.56%) Analytical Mindset
3 1 (1.56%) Client/Server
3 1 (1.56%) Cloud Native
3 1 (1.56%) Data Protection Act
3 1 (1.56%) Graphic Design
3 1 (1.56%) Greenfield Project
3 1 (1.56%) Linux Command Line
Operating Systems
1 6 (9.38%) Linux
2 5 (7.81%) Unix
3 2 (3.13%) Windows
3 2 (3.13%) Windows 7
3 2 (3.13%) Windows 8
Processes & Methodologies
1 23 (35.94%) Agile Software Development
2 10 (15.63%) SDLC
3 8 (12.50%) Business Intelligence
3 8 (12.50%) People Management
4 7 (10.94%) Defect Management
4 7 (10.94%) Scaled Agile Framework
4 7 (10.94%) Test Automation
4 7 (10.94%) Test Scripting
4 7 (10.94%) User Acceptance Testing
5 6 (9.38%) Data Analysis
5 6 (9.38%) Digital Marketing
5 6 (9.38%) Programme Management
5 6 (9.38%) Project Management
6 5 (7.81%) Scenario Testing
7 4 (6.25%) Analytics
7 4 (6.25%) Client Onboarding
7 4 (6.25%) Line Management
7 4 (6.25%) Open Source
7 4 (6.25%) Open Source Development
7 4 (6.25%) TDD
Programming Languages
1 13 (20.31%) SQL
2 7 (10.94%) Python
3 4 (6.25%) Java
3 4 (6.25%) Perl
4 3 (4.69%) VBA
5 2 (3.13%) C
5 2 (3.13%) PL/SQL
5 2 (3.13%) R
5 2 (3.13%) Scala
6 1 (1.56%) Bash Shell
6 1 (1.56%) C#
6 1 (1.56%) JavaScript
Qualifications
1 8 (12.50%) Degree
1 8 (12.50%) MCSE
1 8 (12.50%) Microsoft Certification
2 4 (6.25%) Security Cleared
3 3 (4.69%) GIAC
3 3 (4.69%) OSCP
4 2 (3.13%) ITIL Certification
4 2 (3.13%) PMI Certification
4 2 (3.13%) PMP
5 1 (1.56%) AWS Certification
5 1 (1.56%) DV Cleared
5 1 (1.56%) SC Cleared
Quality Assurance & Compliance
1 5 (7.81%) SLA
2 2 (3.13%) Disclosure Scotland
2 2 (3.13%) QA
3 1 (1.56%) ISO 9001
System Software
1 2 (3.13%) Docker
Systems Management
1 6 (9.38%) HP Quality Center
2 1 (1.56%) Ansible
2 1 (1.56%) Opscode Chef
2 1 (1.56%) Terraform
Vendors
1 9 (14.06%) Microsoft
1 9 (14.06%) SAP
2 8 (12.50%) VMware
3 3 (4.69%) Adobe
4 2 (3.13%) Alterian
4 2 (3.13%) Cognos
4 2 (3.13%) IBM
4 2 (3.13%) Oracle
4 2 (3.13%) Salesforce.com
4 2 (3.13%) Teradata
5 1 (1.56%) Atlassian
5 1 (1.56%) Cadence
5 1 (1.56%) Dell
5 1 (1.56%) MicroStrategy
5 1 (1.56%) Progress
5 1 (1.56%) Tableau