Period
to 20 November 2017

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Cambridgeshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 20 November 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
East of England > Cambridgeshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 41 31 39
Rank change year-on-year -10 +8 -7
Permanent jobs citing Analytical Skills 300 248 261
As % of all permanent IT jobs advertised in Cambridgeshire 7.13% 7.22% 6.32%
As % of the Miscellaneous category 13.36% 16.15% 15.14%
Number of salaries quoted 235 241 268
Cambridgeshire median annual salary £44,400 £41,500 £42,500
Median salary % change year-on-year +6.99% -2.35% +9.96%
10th Percentile £29,450 £23,500 £25,350
90th Percentile £60,000 £60,000 £53,750
East of England median annual salary £45,000 £41,500 £42,500
% change year-on-year +8.43% -2.35% +3.66%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for generic IT skills.

All Generic IT Skills
Cambridgeshire
Permanent vacancies with a requirement for generic IT skills 2246 1536 1724
As % of all permanent IT jobs advertised in Cambridgeshire 53.35% 44.69% 41.71%
Number of salaries quoted 1715 1250 1457
Cambridgeshire median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% +3.66%
10th Percentile £28,750 £26,250 £26,250
90th Percentile £72,500 £67,500 £63,750
East of England median annual salary £46,902 £45,000 £42,500
% change year-on-year +4.23% +5.88% +1.19%

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
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Cambridgeshire.

Salary trend for Analytical Skills in Cambridgeshire

Analytical Skills
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Analytical Skills in Cambridgeshire over the 6 months to 20 November 2017.

Salary histogram for Analytical Skills in Cambridgeshire

Analytical Skills
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Cambridgeshire region over the 6 months to 20 November 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -1 233 £45,000 +5.88% 35
Peterborough -19 31 £41,500 +3.75% 8
Ely - 4 - -
Huntingdon +5 1 £40,000 +17.65%
Analytical Skills
East of England

For the 6 months to 20 November 2017, IT 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 job ads across the Cambridgeshire region with a requirement for Analytical Skills.

1 118 (39.33%) Degree
2 86 (28.67%) Software Engineering
3 84 (28.00%) C#
4 83 (27.67%) SQL
5 82 (27.33%) C++
6 80 (26.67%) JavaScript
7 77 (25.67%) Computer Science
8 72 (24.00%) Mathematics
8 72 (24.00%) Java
9 70 (23.33%) Agile Software Development
10 54 (18.00%) Microsoft
11 52 (17.33%) HTML
12 50 (16.67%) Python
13 47 (15.67%) .NET
14 43 (14.33%) Computer Science Degree
15 42 (14.00%) Windows
15 42 (14.00%) Finance
15 42 (14.00%) AngularJS
16 40 (13.33%) Mobile App
17 39 (13.00%) SQL Server
18 37 (12.33%) OO
18 37 (12.33%) SDLC
19 36 (12.00%) Mobile Application Development
20 35 (11.67%) Open Source
21 34 (11.33%) Relational Database
22 32 (10.67%) Mentoring
23 31 (10.33%) Linux
24 30 (10.00%) Client/Server
25 29 (9.67%) Multithreading
26 28 (9.33%) Microsoft Certification

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 4 (1.33%) Apache Spark
1 4 (1.33%) IIS
2 2 (0.67%) MS Exchange
3 1 (0.33%) Apache Solr
3 1 (0.33%) Confluence
3 1 (0.33%) Elasticsearch
3 1 (0.33%) Exchange Server 2010
3 1 (0.33%) Exchange Server 2013
3 1 (0.33%) Jupyter
3 1 (0.33%) nginx
3 1 (0.33%) SAS
3 1 (0.33%) SharePoint
3 1 (0.33%) SharePoint 2013
3 1 (0.33%) uWSGI
Applications
1 17 (5.67%) Microsoft Excel
2 11 (3.67%) MS Visio
3 7 (2.33%) Microsoft Office
4 2 (0.67%) Microsoft PowerPoint
4 2 (0.67%) Microsoft Project
5 1 (0.33%) AutoCAD
5 1 (0.33%) SOLIDWORKS
5 1 (0.33%) SPSS
Business Applications
1 6 (2.00%) Dynamics AX
2 5 (1.67%) ResourceLink
2 5 (1.67%) SAP MDG
3 4 (1.33%) BPCS
3 4 (1.33%) Dynamics NAV
3 4 (1.33%) NetSuite
3 4 (1.33%) Sage 200
4 2 (0.67%) Dynamics CRM
4 2 (0.67%) SAP FI
4 2 (0.67%) SAP SD
5 1 (0.33%) Unit4 Business World
Cloud Services
1 17 (5.67%) Amazon AWS
2 12 (4.00%) Microsoft Azure
3 9 (3.00%) GitHub
4 6 (2.00%) SaaS
5 3 (1.00%) IaaS
5 3 (1.00%) PaaS
6 2 (0.67%) Office 365
7 1 (0.33%) Amazon S3
7 1 (0.33%) AWS CloudFormation
7 1 (0.33%) Google Analytics
Communications & Networking
1 11 (3.67%) Wireless
2 10 (3.33%) Internet
3 9 (3.00%) 802.11
3 9 (3.00%) Bluetooth
3 9 (3.00%) Wi-Fi
4 7 (2.33%) Firewall
5 6 (2.00%) Network Security
6 5 (1.67%) HTTP
7 3 (1.00%) SAN
8 2 (0.67%) LDAP
9 1 (0.33%) DHCP
9 1 (0.33%) DNS
9 1 (0.33%) OpenVPN
Database & Business Intelligence
1 39 (13.00%) SQL Server
2 34 (11.33%) Relational Database
3 16 (5.33%) Big Data
4 11 (3.67%) BusinessObjects
5 10 (3.33%) Data Mining
6 7 (2.33%) NoSQL
7 6 (2.00%) PostgreSQL
7 6 (2.00%) RDBMS
8 5 (1.67%) Hadoop
8 5 (1.67%) SAP Data Services
9 2 (0.67%) Crystal Reports
9 2 (0.67%) Data Warehouse
9 2 (0.67%) Oracle BI EE
9 2 (0.67%) QlikView
9 2 (0.67%) SAP BW
9 2 (0.67%) SQL Server 2012
10 1 (0.33%) Apache Cassandra
10 1 (0.33%) Redis
Development Applications
1 11 (3.67%) NUnit
2 10 (3.33%) Git (software)
3 9 (3.00%) Visual Studio
4 8 (2.67%) Cucumber
4 8 (2.67%) JBehave
5 6 (2.00%) Jenkins
5 6 (2.00%) Team Foundation Server
6 4 (1.33%) Mercurial
6 4 (1.33%) ReSharper
7 3 (1.00%) Fiddler
7 3 (1.00%) JIRA
8 1 (0.33%) FogBugz
8 1 (0.33%) GitLab
8 1 (0.33%) LabVIEW
8 1 (0.33%) Subversion
General
1 42 (14.00%) Finance
2 16 (5.33%) Retail
3 9 (3.00%) Marketing
4 6 (2.00%) French Language
5 4 (1.33%) Italian Language
5 4 (1.33%) Manufacturing
5 4 (1.33%) Pharmaceutical
5 4 (1.33%) Telecoms
6 2 (0.67%) Arabic Language
6 2 (0.67%) Electronics
6 2 (0.67%) Portuguese Language
6 2 (0.67%) Spanish Language
7 1 (0.33%) Billing
7 1 (0.33%) Games
7 1 (0.33%) Law
7 1 (0.33%) Legal
Job Titles
1 83 (27.67%) Developer
2 59 (19.67%) Analyst
3 47 (15.67%) Software Engineer
4 40 (13.33%) Graduate
5 29 (9.67%) Software Developer
6 28 (9.33%) C# Developer
7 26 (8.67%) C++ Software Engineer
8 25 (8.33%) Senior Developer
9 24 (8.00%) Embedded Engineer
9 24 (8.00%) Graduate Analyst
10 18 (6.00%) Data Analyst
10 18 (6.00%) Full Stack Developer
10 18 (6.00%) JavaScript Developer
10 18 (6.00%) Senior Full Stack Developer
10 18 (6.00%) Senior JavaScript Developer
11 15 (5.00%) Consultant
12 14 (4.67%) .NET Developer
12 14 (4.67%) Business Analyst
12 14 (4.67%) Embedded C++ Engineer
12 14 (4.67%) Embedded Software Engineer
Libraries, Frameworks & Software Standards
1 52 (17.33%) HTML
2 47 (15.67%) .NET
3 42 (14.00%) AngularJS
4 25 (8.33%) HTML5
5 23 (7.67%) Node.js
6 21 (7.00%) ASP.NET
7 19 (6.33%) CSS
7 19 (6.33%) XML
8 17 (5.67%) MFC
9 16 (5.33%) jQuery
10 15 (5.00%) Boost C++ Libraries
10 15 (5.00%) POSIX
10 15 (5.00%) Qt
10 15 (5.00%) STL
11 14 (4.67%) Angular 2
12 13 (4.33%) .NET Framework
12 13 (4.33%) Web Services
13 10 (3.33%) WPF
14 9 (3.00%) 802.1X
14 9 (3.00%) Moose
Miscellaneous
1 77 (25.67%) Computer Science
2 40 (13.33%) Mobile App
3 30 (10.00%) Client/Server
4 15 (5.00%) Field-Programmable Gate Array
5 14 (4.67%) Algorithms
6 10 (3.33%) Internet of Things
7 9 (3.00%) Enterprise Software
7 9 (3.00%) User Experience
8 8 (2.67%) Smart Energy
9 5 (1.67%) Augmented Reality
10 4 (1.33%) Data Centre
10 4 (1.33%) Greenfield Project
10 4 (1.33%) Robotics
11 3 (1.00%) Acoustics
11 3 (1.00%) Hybrid Cloud
11 3 (1.00%) Life Science
11 3 (1.00%) Public Cloud
11 3 (1.00%) Virtual Team
12 2 (0.67%) Embedded Systems
13 1 (0.33%) Blog
Operating Systems
1 42 (14.00%) Windows
2 31 (10.33%) Linux
3 23 (7.67%) Unix
4 18 (6.00%) Android
4 18 (6.00%) Apple iOS
5 15 (5.00%) Windows Embedded Compact
6 3 (1.00%) Windows Server
6 3 (1.00%) Windows Server 2008
6 3 (1.00%) Windows Server 2012
7 2 (0.67%) Mac OS
7 2 (0.67%) Mac OS X
7 2 (0.67%) Ubuntu
8 1 (0.33%) CentOS
8 1 (0.33%) CoreOS
8 1 (0.33%) Windows 10
8 1 (0.33%) Windows 7
Processes & Methodologies
1 86 (28.67%) Software Engineering
2 72 (24.00%) Mathematics
3 70 (23.33%) Agile Software Development
4 37 (12.33%) OO
4 37 (12.33%) SDLC
5 36 (12.00%) Mobile Application Development
6 35 (11.67%) Open Source
7 32 (10.67%) Mentoring
8 29 (9.67%) Multithreading
9 28 (9.33%) Statistics
10 26 (8.67%) Configuration Management
11 25 (8.33%) TDD
11 25 (8.33%) Test Automation
12 24 (8.00%) Embedded Software Development
12 24 (8.00%) Physics
13 18 (6.00%) Data Analysis
13 18 (6.00%) Project Management
13 18 (6.00%) Technical Analysis
13 18 (6.00%) Web Application Development
14 17 (5.67%) Analytics
Programming Languages
1 84 (28.00%) C#
2 83 (27.67%) SQL
3 82 (27.33%) C++
4 80 (26.67%) JavaScript
5 72 (24.00%) Java
6 50 (16.67%) Python
7 24 (8.00%) C
8 19 (6.33%) Perl
9 17 (5.67%) Objective-C
10 14 (4.67%) Embedded C++
11 13 (4.33%) T-SQL
12 9 (3.00%) Embedded C
13 7 (2.33%) R
14 6 (2.00%) Scala
15 4 (1.33%) Bash Shell
16 3 (1.00%) VBA
17 2 (0.67%) ABAP
17 2 (0.67%) VB
17 2 (0.67%) X++
18 1 (0.33%) PL/SQL
Qualifications
1 118 (39.33%) Degree
2 43 (14.33%) Computer Science Degree
3 28 (9.33%) MCP
3 28 (9.33%) Microsoft Certification
4 20 (6.67%) PhD
5 9 (3.00%) Numerate Degree
6 4 (1.33%) CCNA
6 4 (1.33%) Cisco Certification
6 4 (1.33%) CREST Certified
7 3 (1.00%) ISEB
7 3 (1.00%) ISTQB
7 3 (1.00%) Master's Degree
8 2 (0.67%) ISTQB Foundation Certification
9 1 (0.33%) CompTIA Security+
9 1 (0.33%) ITIL Certification
9 1 (0.33%) Postgraduate
9 1 (0.33%) PRINCE2 Certification
9 1 (0.33%) Security+ Certification
9 1 (0.33%) SSCP
Quality Assurance & Compliance
1 7 (2.33%) PMO
2 6 (2.00%) Data Quality
2 6 (2.00%) QA
3 4 (1.33%) Cyber Essentials
3 4 (1.33%) Cyber Essentials PLUS
4 1 (0.33%) GAMP
4 1 (0.33%) GxP
4 1 (0.33%) ISO/IEC 20000
System Software
1 6 (2.00%) Docker
2 2 (0.67%) Active Directory
3 1 (0.33%) Hyper-V
3 1 (0.33%) NFS
3 1 (0.33%) Oracle RAC
3 1 (0.33%) VMware Infrastructure
Systems Management
1 3 (1.00%) Ansible
2 1 (0.33%) Failover Clustering
2 1 (0.33%) Kubernetes
2 1 (0.33%) Opscode Chef
2 1 (0.33%) Packer
2 1 (0.33%) Puppet
2 1 (0.33%) Terraform
Vendors
1 54 (18.00%) Microsoft
2 19 (6.33%) Google
3 12 (4.00%) SAP
4 10 (3.33%) Tableau
5 7 (2.33%) Oracle
6 6 (2.00%) JD Edwards
7 5 (1.67%) NGA Human Resources
8 4 (1.33%) Huawei
8 4 (1.33%) Infor
8 4 (1.33%) Sage
9 3 (1.00%) Cognos
9 3 (1.00%) EMC
9 3 (1.00%) NetApp
10 2 (0.67%) Intel
10 2 (0.67%) NVIDIA
11 1 (0.33%) VMware