Period
to 11 December 2017

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 11 December 2017 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
11 Dec 2017
Same period 2016 Same period 2015
Rank 39 36 36
Rank change year-on-year -3 0 +1
Contract jobs citing Analytical Skills 67 47 73
As % of all contract IT jobs advertised in Cambridgeshire 4.72% 4.14% 4.90%
As % of the Miscellaneous category 16.26% 14.64% 18.86%
Number of daily rates quoted 34 15 42
Cambridgeshire median daily rate £325 £325 £400
Median daily rate % change year-on-year - -18.75% +29.03%
10th Percentile £208 £165 £207
90th Percentile £489 £460 £534
East of England median daily rate £375 £350 £411
% change year-on-year +7.14% -14.89% +9.67%
Number of hourly rates quoted 1 9 3
Cambridgeshire median hourly rate £22.70 £15.25 £35.00
Median hourly rate % change year-on-year +48.85% -56.43% -2.78%
10th Percentile £21.35 £14.63 £19.50
90th Percentile £24.05 £44.50 £37.50
East of England median hourly rate £13.72 £15.88 £28.00
% change year-on-year -13.61% -43.30% +30.23%

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 412 321 387
As % of all contract IT jobs advertised in Cambridgeshire 29.06% 28.31% 25.97%
Number of daily rates quoted 223 151 196
Cambridgeshire median daily rate £373 £350 £375
Median daily rate % change year-on-year +6.57% -6.67% +13.64%
10th Percentile £206 £103 £205
90th Percentile £538 £488 £575
East of England median daily rate £400 £350 £386
% change year-on-year +14.29% -9.39% +3.00%
Number of hourly rates quoted 36 31 32
Cambridgeshire median hourly rate £41.75 £40.00 £32.50
Median hourly rate % change year-on-year +4.38% +23.08% +18.18%
10th Percentile £13.13 £14.63 £13.75
90th Percentile £50.25 £47.50 £56.75
East of England median hourly rate £32.50 £32.40 £22.00
% change year-on-year +0.31% +47.27% -5.38%

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 11 December 2017.

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 11 December 2017. 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
Peterborough +2 27 £275 - 22
Cambridge -2 26 £325 -23.53% 18
Huntingdon +3 3 £473 +164.34%
Analytical Skills
East of England

For the 6 months to 11 December 2017, IT contractor jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Cambridgeshire region with a requirement for Analytical Skills.

1 21 (31.34%) Manufacturing
2 18 (26.87%) Agile Software Development
3 15 (22.39%) Finance
4 13 (19.40%) Web Services
4 13 (19.40%) JIRA
5 11 (16.42%) Marketing
5 11 (16.42%) SQL
6 9 (13.43%) Change Management
7 8 (11.94%) Project Management
7 8 (11.94%) Microsoft Certification
7 8 (11.94%) NHS
7 8 (11.94%) SAP
7 8 (11.94%) MCSE
7 8 (11.94%) VMware
7 8 (11.94%) User Acceptance Testing
7 8 (11.94%) People Management
8 7 (10.45%) SDLC
8 7 (10.45%) Defect Management
8 7 (10.45%) Test Scripting
8 7 (10.45%) Test Automation
8 7 (10.45%) HP Quality Center
8 7 (10.45%) Microsoft Excel
8 7 (10.45%) Business Intelligence
8 7 (10.45%) Telecoms
9 6 (8.96%) Electronics
9 6 (8.96%) SOAP
9 6 (8.96%) Microsoft
9 6 (8.96%) ERP
9 6 (8.96%) Microsoft Office
9 6 (8.96%) PL/SQL

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 (2.99%) SAS
2 1 (1.49%) Confluence
2 1 (1.49%) MS Exchange
Applications
1 7 (10.45%) Microsoft Excel
2 6 (8.96%) Microsoft Office
3 2 (2.99%) Microsoft Project
3 2 (2.99%) MS Visio
Business Applications
1 2 (2.99%) Adobe Campaign
1 2 (2.99%) Unica
Cloud Services
1 1 (1.49%) Amazon AWS
1 1 (1.49%) Amazon CloudWatch
1 1 (1.49%) Amazon EC2
1 1 (1.49%) Amazon S3
1 1 (1.49%) AWS Lambda
1 1 (1.49%) CloudFront
1 1 (1.49%) GitHub
1 1 (1.49%) Office 365
1 1 (1.49%) Route 53
1 1 (1.49%) Serverless
1 1 (1.49%) Virtual Private Cloud
Communications & Networking
1 5 (7.46%) ATM
2 1 (1.49%) Skype
2 1 (1.49%) SMS
Database & Business Intelligence
1 1 (1.49%) Amazon RDS
1 1 (1.49%) Power BI
1 1 (1.49%) SQL Server
1 1 (1.49%) SQL Server 2012
1 1 (1.49%) SQL Server 2016
1 1 (1.49%) SQL Server Reporting Services
Development Applications
1 13 (19.40%) JIRA
2 6 (8.96%) SoapUI
3 1 (1.49%) Git (software)
3 1 (1.49%) HP UFT
3 1 (1.49%) Jenkins
3 1 (1.49%) JMeter
3 1 (1.49%) Selenium
General
1 21 (31.34%) Manufacturing
2 15 (22.39%) Finance
3 11 (16.42%) Marketing
4 7 (10.45%) Telecoms
5 6 (8.96%) Electronics
6 2 (2.99%) Pharmaceutical
7 1 (1.49%) Banking
7 1 (1.49%) Military
Job Titles
1 27 (40.30%) Analyst
2 15 (22.39%) Business Analyst
3 6 (8.96%) Data Analyst
3 6 (8.96%) ERP Analyst
3 6 (8.96%) ERP Business Analyst
3 6 (8.96%) Technical Analyst
3 6 (8.96%) Technical Business Analyst
4 5 (7.46%) Data Scientist
4 5 (7.46%) Test Analyst
5 3 (4.48%) Business IT Analyst
5 3 (4.48%) Contracts Manager
5 3 (4.48%) Desktop Support
5 3 (4.48%) Developer
5 3 (4.48%) IT Analyst
5 3 (4.48%) IT Business Analyst
5 3 (4.48%) Project Manager
5 3 (4.48%) Support Engineer
6 2 (2.99%) CRM Manager
6 2 (2.99%) Data Engineer
6 2 (2.99%) Excel Analyst
Libraries, Frameworks & Software Standards
1 13 (19.40%) Web Services
2 6 (8.96%) SOAP
3 2 (2.99%) HTML
3 2 (2.99%) Keras
3 2 (2.99%) Natural Language Processing
3 2 (2.99%) NumPy
3 2 (2.99%) Pandas
3 2 (2.99%) scikit-learn
3 2 (2.99%) TensorFlow
3 2 (2.99%) Theano
4 1 (1.49%) .NET
4 1 (1.49%) Akka
4 1 (1.49%) AngularJS
4 1 (1.49%) Kafka
4 1 (1.49%) Node.js
4 1 (1.49%) Play Framework
4 1 (1.49%) Velocity
4 1 (1.49%) Visualforce
4 1 (1.49%) WPF
4 1 (1.49%) XML
Miscellaneous
1 8 (11.94%) NHS
2 4 (5.97%) Algorithms
3 3 (4.48%) Video Conferencing
4 2 (2.99%) Analytical Mindset
4 2 (2.99%) Life Science
4 2 (2.99%) Management Information System
5 1 (1.49%) Cloud Native
5 1 (1.49%) Computer Science
5 1 (1.49%) Data Protection Act
5 1 (1.49%) e-Learning
5 1 (1.49%) Graphic Design
5 1 (1.49%) Linux Command Line
5 1 (1.49%) User Experience
Operating Systems
1 4 (5.97%) Windows
2 3 (4.48%) Windows 7
2 3 (4.48%) Windows 8
3 2 (2.99%) Linux
4 1 (1.49%) Unix
4 1 (1.49%) Windows Server
4 1 (1.49%) Windows Server 2008
4 1 (1.49%) Windows Server 2012
Processes & Methodologies
1 18 (26.87%) Agile Software Development
2 9 (13.43%) Change Management
3 8 (11.94%) People Management
3 8 (11.94%) Project Management
3 8 (11.94%) User Acceptance Testing
4 7 (10.45%) Business Intelligence
4 7 (10.45%) Defect Management
4 7 (10.45%) SDLC
4 7 (10.45%) Test Automation
4 7 (10.45%) Test Scripting
5 6 (8.96%) Change Control
5 6 (8.96%) Digital Marketing
5 6 (8.96%) ERP
5 6 (8.96%) Programme Management
5 6 (8.96%) Resource Allocation
6 5 (7.46%) Business Analysis
6 5 (7.46%) Full Text Search
6 5 (7.46%) Machine Learning
6 5 (7.46%) Mathematics
6 5 (7.46%) Visualisation
Programming Languages
1 11 (16.42%) SQL
2 6 (8.96%) PL/SQL
3 5 (7.46%) Python
4 4 (5.97%) R
5 2 (2.99%) Bash Shell
5 2 (2.99%) Java
6 1 (1.49%) Apex Code
6 1 (1.49%) C#
6 1 (1.49%) Data Analysis Expressions (DAX)
6 1 (1.49%) JavaScript
6 1 (1.49%) Scala
6 1 (1.49%) T-SQL
6 1 (1.49%) VBA
Qualifications
1 8 (11.94%) MCSE
1 8 (11.94%) Microsoft Certification
2 6 (8.96%) Degree
3 2 (2.99%) GIAC
3 2 (2.99%) OSCP
3 2 (2.99%) Security Cleared
4 1 (1.49%) AWS Certification
4 1 (1.49%) Computer Science Degree
4 1 (1.49%) DV Cleared
4 1 (1.49%) PMI Certification
4 1 (1.49%) PMP
4 1 (1.49%) SC Cleared
Quality Assurance & Compliance
1 6 (8.96%) QA
2 4 (5.97%) SLA
3 1 (1.49%) Data Quality
System Software
1 1 (1.49%) Active Directory
1 1 (1.49%) Docker
Systems Management
1 7 (10.45%) HP Quality Center
2 1 (1.49%) Ansible
2 1 (1.49%) Opscode Chef
2 1 (1.49%) Terraform
Vendors
1 8 (11.94%) SAP
1 8 (11.94%) VMware
2 6 (8.96%) Microsoft
3 4 (5.97%) Salesforce.com
4 3 (4.48%) Adobe
5 2 (2.99%) Alterian
5 2 (2.99%) IBM
5 2 (2.99%) Tableau
5 2 (2.99%) Teradata
6 1 (1.49%) Atlassian
6 1 (1.49%) Dell
6 1 (1.49%) Huawei
6 1 (1.49%) Oracle
6 1 (1.49%) Progress