Period
to 21 January 2018

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 21 January 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
East of England > Cambridgeshire
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 41 39 36
Rank change year-on-year -2 -3 -6
Permanent jobs citing Analytical Skills 266 206 274
As % of all permanent IT jobs advertised in Cambridgeshire 6.40% 6.32% 6.74%
As % of the Miscellaneous category 11.97% 13.94% 15.83%
Number of salaries quoted 217 214 245
Cambridgeshire median annual salary £44,400 £42,500 £40,000
Median salary % change year-on-year +4.47% +6.25% -
10th Percentile £31,250 £23,500 £25,969
90th Percentile £61,000 £60,000 £58,450
East of England median annual salary £47,500 £42,500 £44,000
% change year-on-year +11.76% -3.41% +7.32%

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 2,222 1,478 1,731
As % of all permanent IT jobs advertised in Cambridgeshire 53.44% 45.31% 42.56%
Number of salaries quoted 1,617 1,223 1,392
Cambridgeshire median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% -
10th Percentile £29,750 £26,250 £26,250
90th Percentile £72,500 £67,500 £65,000
East of England median annual salary £50,000 £45,000 £44,500
% change year-on-year +11.11% +1.12% +4.71%

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 21 January 2018.

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 21 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge 0 194 £47,500 +11.76% 43
Peterborough -9 38 £42,500 +2.41% 29
Huntingdon +3 8 £33,500 -19.28% 1
Ely - 1 - -
Analytical Skills
East of England

For the 6 months to 21 January 2018, 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 94 (35.34%) Degree
2 83 (31.20%) SQL
3 77 (28.95%) C#
4 67 (25.19%) JavaScript
5 65 (24.44%) Agile Software Development
6 61 (22.93%) Microsoft
7 58 (21.80%) SQL Server
8 56 (21.05%) Software Engineering
9 49 (18.42%) HTML
10 48 (18.05%) C++
10 48 (18.05%) Computer Science
11 47 (17.67%) Java
11 47 (17.67%) Python
12 43 (16.17%) .NET
13 41 (15.41%) Windows
14 39 (14.66%) Mathematics
15 36 (13.53%) Linux
16 35 (13.16%) OO
17 34 (12.78%) Open Source
17 34 (12.78%) Relational Database
17 34 (12.78%) SDLC
18 31 (11.65%) Computer Science Degree
19 29 (10.90%) TDD
20 28 (10.53%) AngularJS
21 27 (10.15%) CSS
22 24 (9.02%) Mobile App
23 22 (8.27%) Finance
23 22 (8.27%) Mobile Application Development
24 21 (7.89%) .NET Framework
24 21 (7.89%) Perl

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 9 (3.38%) SharePoint
2 4 (1.50%) Apache Spark
2 4 (1.50%) IIS
3 3 (1.13%) MS Exchange
4 2 (0.75%) Exchange Server 2010
4 2 (0.75%) Exchange Server 2013
5 1 (0.38%) Apache Solr
5 1 (0.38%) Confluence
5 1 (0.38%) DNN
5 1 (0.38%) Elasticsearch
5 1 (0.38%) Jupyter
5 1 (0.38%) nginx
5 1 (0.38%) SAS
5 1 (0.38%) SharePoint 2013
5 1 (0.38%) uWSGI
Applications
1 21 (7.89%) Microsoft Excel
2 10 (3.76%) Microsoft Office
3 9 (3.38%) MS Visio
4 5 (1.88%) Microsoft Project
5 2 (0.75%) Microsoft PowerPoint
6 1 (0.38%) 3ds Max
6 1 (0.38%) AutoCAD
6 1 (0.38%) Maya
6 1 (0.38%) Photoshop
6 1 (0.38%) SOLIDWORKS
6 1 (0.38%) SPSS
6 1 (0.38%) ZBrush
Business Applications
1 10 (3.76%) Dynamics AX
2 5 (1.88%) ResourceLink
3 4 (1.50%) BPCS
3 4 (1.50%) Dynamics NAV
3 4 (1.50%) NetSuite
3 4 (1.50%) Sage 200
4 2 (0.75%) Dynamics CRM
4 2 (0.75%) Dynamics GP
4 2 (0.75%) SAP FI
4 2 (0.75%) SAP SD
5 1 (0.38%) Unit4 Business World
Cloud Services
1 14 (5.26%) Microsoft Azure
2 12 (4.51%) Amazon AWS
3 11 (4.14%) GitHub
4 6 (2.26%) SaaS
5 4 (1.50%) IaaS
5 4 (1.50%) PaaS
6 3 (1.13%) Dynamics 365
6 3 (1.13%) Office 365
7 1 (0.38%) AdWords
7 1 (0.38%) Amazon S3
7 1 (0.38%) AWS CloudFormation
7 1 (0.38%) Google Analytics
Communications & Networking
1 11 (4.14%) DNS
2 7 (2.63%) FTP
3 5 (1.88%) HTTP
3 5 (1.88%) Internet
4 4 (1.50%) Firewall
5 2 (0.75%) Network Security
6 1 (0.38%) DHCP
6 1 (0.38%) OpenVPN
6 1 (0.38%) SMS
Database & Business Intelligence
1 58 (21.80%) SQL Server
2 34 (12.78%) Relational Database
3 16 (6.02%) Big Data
4 10 (3.76%) BusinessObjects
5 8 (3.01%) NoSQL
5 8 (3.01%) PostgreSQL
6 7 (2.63%) GIS
6 7 (2.63%) SQL Server 2008
7 5 (1.88%) Geospatial Data
7 5 (1.88%) Hadoop
7 5 (1.88%) RDBMS
7 5 (1.88%) SAP BW
8 4 (1.50%) Data Mining
8 4 (1.50%) Data Warehouse
9 2 (0.75%) Crystal Reports
9 2 (0.75%) MS Access
9 2 (0.75%) MySQL
9 2 (0.75%) QlikView
9 2 (0.75%) SQL Server 2012
9 2 (0.75%) SQL Server Integration Services
Development Applications
1 12 (4.51%) Git (software)
2 11 (4.14%) Visual Studio
3 10 (3.76%) NUnit
4 9 (3.38%) JIRA
5 6 (2.26%) Team Foundation Server
6 5 (1.88%) Jenkins
6 5 (1.88%) Mercurial
7 4 (1.50%) ReSharper
8 2 (0.75%) Atlassian Bamboo
8 2 (0.75%) Bitbucket
8 2 (0.75%) Fiddler
9 1 (0.38%) GitLab
9 1 (0.38%) LabVIEW
9 1 (0.38%) Visual Studio Team System
General
1 22 (8.27%) Finance
2 16 (6.02%) Retail
3 7 (2.63%) Marketing
4 4 (1.50%) French Language
4 4 (1.50%) Law
4 4 (1.50%) Manufacturing
4 4 (1.50%) Telecoms
5 3 (1.13%) Advertising
5 3 (1.13%) Arabic Language
5 3 (1.13%) Portuguese Language
5 3 (1.13%) Spanish Language
6 2 (0.75%) Electronics
6 2 (0.75%) Games
6 2 (0.75%) Pharmaceutical
7 1 (0.38%) Billing
7 1 (0.38%) Legal
Job Titles
1 82 (30.83%) Developer
2 40 (15.04%) Software Developer
3 39 (14.66%) Analyst
4 35 (13.16%) Software Engineer
5 31 (11.65%) C# Developer
6 23 (8.65%) Senior Developer
7 18 (6.77%) C# Software Developer
7 18 (6.77%) Consultant
8 15 (5.64%) C# Software Engineer
8 15 (5.64%) C++ Software Engineer
8 15 (5.64%) Developer/Software Engineer
8 15 (5.64%) Lead C# Developer
8 15 (5.64%) Lead Developer
8 15 (5.64%) Lead Software Developer
8 15 (5.64%) Lead Software Engineer
8 15 (5.64%) Mid-Level C# Developer
9 14 (5.26%) Business Analyst
9 14 (5.26%) Full Stack Developer
9 14 (5.26%) Senior Full Stack Developer
9 14 (5.26%) Senior JavaScript Developer
Libraries, Frameworks & Software Standards
1 49 (18.42%) HTML
2 43 (16.17%) .NET
3 28 (10.53%) AngularJS
4 27 (10.15%) CSS
5 21 (7.89%) .NET Framework
6 20 (7.52%) Node.js
7 17 (6.39%) HTML5
8 15 (5.64%) ASP.NET
9 13 (4.89%) Web Services
9 13 (4.89%) WPF
10 11 (4.14%) Moose
10 11 (4.14%) XML
11 10 (3.76%) Boost C++ Libraries
11 10 (3.76%) STL
12 9 (3.38%) MFC
12 9 (3.38%) POSIX
12 9 (3.38%) Qt
12 9 (3.38%) WCF
13 8 (3.01%) jQuery
14 6 (2.26%) React
Miscellaneous
1 48 (18.05%) Computer Science
2 24 (9.02%) Mobile App
3 21 (7.89%) Client/Server
4 14 (5.26%) Enterprise Software
5 12 (4.51%) Algorithms
6 10 (3.76%) User Experience
7 9 (3.38%) Analytical Mindset
7 9 (3.38%) Field-Programmable Gate Array
8 7 (2.63%) Management Information System
9 5 (1.88%) Data Centre
9 5 (1.88%) Fintech
9 5 (1.88%) Robotics
10 4 (1.50%) Greenfield Project
10 4 (1.50%) Hybrid Cloud
10 4 (1.50%) Public Cloud
10 4 (1.50%) Virtual Team
11 3 (1.13%) Acoustics
11 3 (1.13%) Life Science
11 3 (1.13%) NHS
12 1 (0.38%) BBC
Operating Systems
1 41 (15.41%) Windows
2 36 (13.53%) Linux
3 20 (7.52%) Unix
4 14 (5.26%) Windows Server 2008
4 14 (5.26%) Windows Server 2012
5 11 (4.14%) Windows 7
6 9 (3.38%) Windows Embedded Compact
6 9 (3.38%) Windows Server
7 7 (2.63%) Android
7 7 (2.63%) Apple iOS
8 2 (0.75%) Ubuntu
9 1 (0.38%) CentOS
9 1 (0.38%) CoreOS
9 1 (0.38%) Mac OS
9 1 (0.38%) Mac OS X
9 1 (0.38%) Windows 10
Processes & Methodologies
1 65 (24.44%) Agile Software Development
2 56 (21.05%) Software Engineering
3 39 (14.66%) Mathematics
4 35 (13.16%) OO
5 34 (12.78%) Open Source
5 34 (12.78%) SDLC
6 29 (10.90%) TDD
7 22 (8.27%) Mobile Application Development
8 20 (7.52%) Service Delivery
8 20 (7.52%) Test Automation
8 20 (7.52%) Web Development
9 19 (7.14%) Project Management
10 17 (6.39%) Continuous Integration
10 17 (6.39%) ERP
11 16 (6.02%) Business Intelligence
11 16 (6.02%) Change Management
11 16 (6.02%) ITIL
11 16 (6.02%) Multithreading
11 16 (6.02%) Statistics
12 15 (5.64%) Bioinformatics
Programming Languages
1 83 (31.20%) SQL
2 77 (28.95%) C#
3 67 (25.19%) JavaScript
4 48 (18.05%) C++
5 47 (17.67%) Java
5 47 (17.67%) Python
6 21 (7.89%) Perl
7 20 (7.52%) T-SQL
8 11 (4.14%) C
9 10 (3.76%) PowerShell
10 9 (3.38%) Objective-C
11 8 (3.01%) Embedded C++
12 6 (2.26%) R
12 6 (2.26%) Scala
13 5 (1.88%) Ruby
14 3 (1.13%) Bash Shell
14 3 (1.13%) VB
14 3 (1.13%) VBA
15 2 (0.75%) ABAP
15 2 (0.75%) X++
Qualifications
1 94 (35.34%) Degree
2 31 (11.65%) Computer Science Degree
3 14 (5.26%) PhD
4 12 (4.51%) MCP
4 12 (4.51%) Microsoft Certification
5 10 (3.76%) SC Cleared
5 10 (3.76%) Security Cleared
6 8 (3.01%) Numerate Degree
7 7 (2.63%) CISSP
7 7 (2.63%) GIAC
7 7 (2.63%) OSCP
8 6 (2.26%) CCNA
8 6 (2.26%) Cisco Certification
9 5 (1.88%) DV Cleared
10 3 (1.13%) Master's Degree
11 1 (0.38%) CompTIA Security+
11 1 (0.38%) CREST Certified
11 1 (0.38%) ISTQB
11 1 (0.38%) ITIL Certification
11 1 (0.38%) PRINCE2 Certification
Quality Assurance & Compliance
1 5 (1.88%) QA
2 4 (1.50%) PMO
3 3 (1.13%) ISO/IEC 20000
3 3 (1.13%) SLA
4 2 (0.75%) GDPR
5 1 (0.38%) Cyber Essentials
5 1 (0.38%) Cyber Essentials PLUS
5 1 (0.38%) Data Quality
5 1 (0.38%) GAMP
5 1 (0.38%) GxP
System Software
1 11 (4.14%) Active Directory
2 6 (2.26%) Docker
3 2 (0.75%) Hyper-V
3 2 (0.75%) VMware Infrastructure
4 1 (0.38%) NFS
4 1 (0.38%) Oracle RAC
Systems Management
1 5 (1.88%) Oracle Enterprise Manager
1 5 (1.88%) Oracle Identity Manager
2 3 (1.13%) Ansible
3 1 (0.38%) Failover Clustering
3 1 (0.38%) Kubernetes
3 1 (0.38%) Opscode Chef
3 1 (0.38%) Packer
3 1 (0.38%) Puppet
3 1 (0.38%) Terraform
Vendors
1 61 (22.93%) Microsoft
2 16 (6.02%) Google
2 16 (6.02%) Oracle
3 7 (2.63%) SAP
4 6 (2.26%) JD Edwards
5 5 (1.88%) ESRI
5 5 (1.88%) Huawei
5 5 (1.88%) NGA Human Resources
5 5 (1.88%) Tableau
5 5 (1.88%) WorldPay
6 4 (1.50%) Cognos
6 4 (1.50%) EMC
6 4 (1.50%) Infor
6 4 (1.50%) NetApp
6 4 (1.50%) Sage
7 3 (1.13%) IBM
7 3 (1.13%) Salesforce.com
8 2 (0.75%) Intel
8 2 (0.75%) NVIDIA
8 2 (0.75%) VMware