Period
to 16 October 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 October 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 Oct 2018
Same period 2017 Same period 2016
Rank 23 34 27
Rank change year-on-year +11 -7 +16
Contract jobs citing Analytical Skills 69 55 58
As % of all contract IT jobs advertised in Cambridgeshire 5.75% 4.07% 5.18%
As % of the Miscellaneous category 17.42% 13.96% 17.26%
Number of daily rates quoted 23 27 24
Cambridgeshire median daily rate £480 £300 £333
Median daily rate % change year-on-year +60.00% -9.77% -2.21%
10th Percentile £357 £202 £134
90th Percentile £625 £438 £438
East of England median daily rate £410 £413 £340
% change year-on-year -0.61% +21.32% -9.33%
Number of hourly rates quoted 12 4 12
Cambridgeshire median hourly rate £17.50 £20.10 £15.25
Median hourly rate % change year-on-year -12.94% +31.80% -12.86%
10th Percentile £16.04 £15.75 £10.09
90th Percentile £23.00 £35.22 £41.25
East of England median hourly rate £17.50 £13.72 £17.50
% change year-on-year +27.60% -21.63% -41.67%

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 396 394 336
As % of all contract IT jobs advertised in Cambridgeshire 33.00% 29.19% 30.00%
Number of daily rates quoted 185 209 183
Cambridgeshire median daily rate £435 £351 £360
Median daily rate % change year-on-year +23.93% -2.50% -0.69%
10th Percentile £281 £190 £134
90th Percentile £588 £500 £488
East of England median daily rate £450 £400 £375
% change year-on-year +12.50% +6.67% -
Number of hourly rates quoted 30 45 21
Cambridgeshire median hourly rate £17.75 £32.50 £15.25
Median hourly rate % change year-on-year -45.38% +113.11% -35.11%
10th Percentile £14.86 £13.35 £10.09
90th Percentile £48.43 £47.80 £43.75
East of England median hourly rate £17.50 £25.00 £23.00
% change year-on-year -30.00% +8.70% -9.80%

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 October 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 October 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 +15 45 £491 +78.47% 40
Peterborough +4 16 £375 +54.64% 14
Analytical Skills
East of England

For the 6 months to 16 October 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 25 (36.23%) Problem-Solving
2 23 (33.33%) Agile Software Development
3 20 (28.99%) Microsoft
4 14 (20.29%) Analytics
5 13 (18.84%) Microsoft Office
6 12 (17.39%) Business Intelligence
6 12 (17.39%) Degree
6 12 (17.39%) Office 365
7 11 (15.94%) SQL
7 11 (15.94%) Windows
8 10 (14.49%) ETL
8 10 (14.49%) Business Analysis
8 10 (14.49%) Hadoop
8 10 (14.49%) NoSQL
8 10 (14.49%) Windows 10
9 9 (13.04%) ServiceNow
9 9 (13.04%) Marketing
9 9 (13.04%) Project Management
10 8 (11.59%) ITSM
10 8 (11.59%) Active Directory
10 8 (11.59%) CRM
10 8 (11.59%) Web Services
10 8 (11.59%) Asset Management
10 8 (11.59%) JIRA
10 8 (11.59%) Computer Science
10 8 (11.59%) User Acceptance Testing
11 7 (10.14%) Visualisation
11 7 (10.14%) Amazon AWS
11 7 (10.14%) PostgreSQL
11 7 (10.14%) MySQL

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 6 (8.70%) Confluence
2 4 (5.80%) Apache Spark
2 4 (5.80%) SharePoint
2 4 (5.80%) Skype for Business
3 3 (4.35%) Mule
4 2 (2.90%) SAS
5 1 (1.45%) CMS
5 1 (1.45%) Oracle SOA Suite
5 1 (1.45%) WordPress
Applications
1 13 (18.84%) Microsoft Office
2 6 (8.70%) Microsoft Excel
3 4 (5.80%) Microsoft Project
4 3 (4.35%) Microsoft PowerPoint
5 2 (2.90%) SPSS
6 1 (1.45%) FrameMaker
6 1 (1.45%) MS Visio
6 1 (1.45%) SOLIDWORKS
6 1 (1.45%) Windchill
Business Applications
1 6 (8.70%) Dynamics CRM
2 2 (2.90%) NetSuite
3 1 (1.45%) Oracle BPM
3 1 (1.45%) SAP CO
3 1 (1.45%) SAP FI
3 1 (1.45%) SAP FI/CO
3 1 (1.45%) SAP MDG
3 1 (1.45%) SAP MDM
Cloud Services
1 12 (17.39%) Office 365
2 7 (10.14%) Amazon AWS
2 7 (10.14%) Amazon EMR
3 6 (8.70%) Amazon S3
3 6 (8.70%) OneDrive
3 6 (8.70%) SaaS
4 4 (5.80%) Dynamics 365
5 2 (2.90%) Amazon SQS
5 2 (2.90%) Azure Active Directory
5 2 (2.90%) IaaS
5 2 (2.90%) Microsoft Azure
5 2 (2.90%) PaaS
6 1 (1.45%) GitHub
6 1 (1.45%) SuccessFactors
Communications & Networking
1 4 (5.80%) Skype
2 2 (2.90%) Bluetooth
2 2 (2.90%) Firewall
2 2 (2.90%) Wi-Fi
2 2 (2.90%) Wireless
3 1 (1.45%) 5G
3 1 (1.45%) 802.11
3 1 (1.45%) Broadband
3 1 (1.45%) HTTP
3 1 (1.45%) LTE
3 1 (1.45%) SNMP
3 1 (1.45%) WLAN
Database & Business Intelligence
1 10 (14.49%) Hadoop
1 10 (14.49%) NoSQL
2 7 (10.14%) Amazon Aurora
2 7 (10.14%) Amazon Redshift
2 7 (10.14%) Apache Hive
2 7 (10.14%) MySQL
2 7 (10.14%) PostgreSQL
3 3 (4.35%) Data Warehouse
3 3 (4.35%) Power BI
3 3 (4.35%) Relational Database
4 2 (2.90%) Big Data
4 2 (2.90%) BusinessObjects
4 2 (2.90%) OLAP
4 2 (2.90%) Oracle BI EE
5 1 (1.45%) Data Mining
5 1 (1.45%) OLTP
5 1 (1.45%) SAP HANA
5 1 (1.45%) Spotfire
5 1 (1.45%) SQL Server
5 1 (1.45%) SQL Server Reporting Services
Development Applications
1 8 (11.59%) JIRA
2 5 (7.25%) GitLab
3 3 (4.35%) Git (software)
4 2 (2.90%) Visual Studio Team System
5 1 (1.45%) Bugzilla
5 1 (1.45%) Hudson
5 1 (1.45%) Jenkins
5 1 (1.45%) LabVIEW
5 1 (1.45%) Oracle APEX
5 1 (1.45%) Team Foundation Server
General
1 9 (13.04%) Marketing
2 7 (10.14%) Finance
3 6 (8.70%) Pharmaceutical
3 6 (8.70%) Publishing
4 3 (4.35%) Retail
5 2 (2.90%) General Ledger
5 2 (2.90%) Manufacturing
5 2 (2.90%) Telecoms
6 1 (1.45%) Electronics
Job Titles
1 24 (34.78%) Analyst
2 12 (17.39%) Business Analyst
3 8 (11.59%) Architect
4 7 (10.14%) Solutions Architect
4 7 (10.14%) Support Engineer
5 5 (7.25%) Desktop Engineer
5 5 (7.25%) Desktop Support
5 5 (7.25%) Developer
6 4 (5.80%) Data Engineer
6 4 (5.80%) Desktop Support Engineer
6 4 (5.80%) IT Engineer
7 3 (4.35%) Data Analyst
7 3 (4.35%) Operations Analyst
7 3 (4.35%) Technical Analyst
7 3 (4.35%) Technical Business Analyst
8 2 (2.90%) Financial Analyst
8 2 (2.90%) Firewall Analyst
8 2 (2.90%) Security Analyst
8 2 (2.90%) Test Engineer
8 2 (2.90%) Web Analyst
Libraries, Frameworks & Software Standards
1 8 (11.59%) Web Services
2 6 (8.70%) Middleware
3 5 (7.25%) Apache Camel
3 5 (7.25%) REST
3 5 (7.25%) SOAP
4 3 (4.35%) XML
5 2 (2.90%) RESTful
5 2 (2.90%) Spring
6 1 (1.45%) 802.1X
6 1 (1.45%) Ajax
6 1 (1.45%) COM
6 1 (1.45%) CSS
6 1 (1.45%) HTML
6 1 (1.45%) ODBC
6 1 (1.45%) Ruby on Rails
Miscellaneous
1 8 (11.59%) Computer Science
2 7 (10.14%) Self-Motivation
3 4 (5.80%) Fat Client
3 4 (5.80%) Management Information System
3 4 (5.80%) Thin Client
3 4 (5.80%) User Experience
4 2 (2.90%) Biotechnology
4 2 (2.90%) Cyber Kill Chain
4 2 (2.90%) Life Science
5 1 (1.45%) CMDB
5 1 (1.45%) Driving Licence
5 1 (1.45%) Taxonomies
5 1 (1.45%) Virtual Team
Operating Systems
1 11 (15.94%) Windows
2 10 (14.49%) Windows 10
3 6 (8.70%) Apple iOS
3 6 (8.70%) Linux
3 6 (8.70%) Mac OS
4 5 (7.25%) Windows 7
5 4 (5.80%) Windows 8
5 4 (5.80%) Windows XP
6 2 (2.90%) Unix
Processes & Methodologies
1 25 (36.23%) Problem-Solving
2 23 (33.33%) Agile Software Development
3 14 (20.29%) Analytics
4 12 (17.39%) Business Intelligence
5 10 (14.49%) Business Analysis
5 10 (14.49%) ETL
6 9 (13.04%) Project Management
7 8 (11.59%) Asset Management
7 8 (11.59%) CRM
7 8 (11.59%) ITSM
7 8 (11.59%) User Acceptance Testing
8 7 (10.14%) User Stories
8 7 (10.14%) Visualisation
9 6 (8.70%) Acceptance Criteria
9 6 (8.70%) Continuous Improvement
9 6 (8.70%) Scrum
9 6 (8.70%) Software Deployment
10 5 (7.25%) Information Architecture
10 5 (7.25%) Matrix Organization
10 5 (7.25%) SOA
Programming Languages
1 11 (15.94%) SQL
2 5 (7.25%) Java
3 4 (5.80%) PL/SQL
3 4 (5.80%) Python
4 3 (4.35%) Perl
5 2 (2.90%) C
5 2 (2.90%) Embedded C
5 2 (2.90%) Java 8
5 2 (2.90%) JavaScript
5 2 (2.90%) Scala
6 1 (1.45%) Assembly Language
6 1 (1.45%) C#
6 1 (1.45%) C++
6 1 (1.45%) MATLAB
6 1 (1.45%) PHP
6 1 (1.45%) Ruby
6 1 (1.45%) T-SQL
Qualifications
1 12 (17.39%) Degree
2 5 (7.25%) A+ Certification
3 4 (5.80%) TOGAF Certification
4 2 (2.90%) (ISC)2 CCSP
4 2 (2.90%) CCNP
4 2 (2.90%) CCSP
4 2 (2.90%) Cisco Certification
4 2 (2.90%) CISSP
4 2 (2.90%) CSSLP
4 2 (2.90%) GCIH
4 2 (2.90%) GIAC
4 2 (2.90%) ISSAP
4 2 (2.90%) ISSEP
4 2 (2.90%) MCSE
4 2 (2.90%) Microsoft Certification
4 2 (2.90%) PMP
4 2 (2.90%) RHCA
4 2 (2.90%) RHCE
4 2 (2.90%) SANS
4 2 (2.90%) SSCP
Quality Assurance & Compliance
1 4 (5.80%) QA
2 2 (2.90%) GDPR
3 1 (1.45%) Data Quality
3 1 (1.45%) ISO 13485
3 1 (1.45%) ISO 9001
System Software
1 8 (11.59%) Active Directory
2 1 (1.45%) Docker
Systems Management
1 6 (8.70%) SCCM
1 6 (8.70%) Systems Management Server (SMS)
2 4 (5.80%) Single Sign-On
3 2 (2.90%) Microsoft Intune
4 1 (1.45%) Ansible
4 1 (1.45%) Puppet
Vendors
1 20 (28.99%) Microsoft
2 9 (13.04%) ServiceNow
3 6 (8.70%) Apple
4 5 (7.25%) SAP
4 5 (7.25%) Talend
5 4 (5.80%) Marketo
5 4 (5.80%) MicroStrategy
5 4 (5.80%) MuleSoft
5 4 (5.80%) Oracle
6 3 (4.35%) Cisco
7 2 (2.90%) Red Hat
8 1 (1.45%) Adobe
8 1 (1.45%) Ariba
8 1 (1.45%) Atlassian
8 1 (1.45%) Fujitsu
8 1 (1.45%) HP
8 1 (1.45%) Hyperion
8 1 (1.45%) IBM
8 1 (1.45%) Informatica
8 1 (1.45%) Salesforce.com