Period
to 16 July 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 16 July 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
East of England > Cambridgeshire
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 25 36 37
Rank change year-on-year +11 +1 -3
Permanent jobs citing Analytical Skills 401 278 264
As % of all permanent IT jobs advertised in Cambridgeshire 9.74% 7.42% 6.55%
As % of the Miscellaneous category 18.68% 14.62% 14.47%
Number of salaries quoted 225 186 182
Cambridgeshire median annual salary £43,500 £42,500 £37,500
Median salary % change year-on-year +2.35% +13.33% -6.25%
10th Percentile £26,750 £26,250 £25,006
90th Percentile £55,000 £65,000 £57,500
East of England median annual salary £47,500 £42,500 £42,500
% change year-on-year +11.76% - +6.25%

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 2,147 1,901 1,825
As % of all permanent IT jobs advertised in Cambridgeshire 52.14% 50.76% 45.31%
Number of salaries quoted 1,325 1,449 1,443
Cambridgeshire median annual salary £45,000 £44,500 £45,000
Median salary % change year-on-year +1.12% -1.11% +5.88%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £70,000 £70,000 £66,250
East of England median annual salary £47,500 £44,375 £45,000
% change year-on-year +7.04% -1.39% +9.09%

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 16 July 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 16 July 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 -8 204 £43,500 +1.16% 27
Peterborough +49 158 £41,000 +9.33% 23
Huntingdon +12 11 £37,000 -17.78% 2
Analytical Skills
East of England

For the 6 months to 16 July 2018, IT 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 permanent job ads across the Cambridgeshire region with a requirement for Analytical Skills.

1 145 (36.16%) Problem-Solving
2 117 (29.18%) Degree
3 100 (24.94%) SQL
4 97 (24.19%) Finance
5 96 (23.94%) SQL Server
6 94 (23.44%) Agile Software Development
7 83 (20.70%) ITIL
8 75 (18.70%) Microsoft
9 72 (17.96%) Retail
10 69 (17.21%) Mathematics
11 63 (15.71%) Computer Science
12 59 (14.71%) Linux
13 56 (13.97%) Self-Motivation
14 52 (12.97%) JavaScript
15 51 (12.72%) .NET
16 50 (12.47%) Windows
17 49 (12.22%) C#
18 47 (11.72%) Software Engineering
18 47 (11.72%) Creative Thinking
19 45 (11.22%) Analytics
20 43 (10.72%) HTML
20 43 (10.72%) Python
20 43 (10.72%) Firewall
21 40 (9.98%) Oracle
22 38 (9.48%) ERP
23 37 (9.23%) Business Intelligence
23 37 (9.23%) CSS
24 35 (8.73%) Machine Learning
25 34 (8.48%) Line Management
25 34 (8.48%) Analytical Thinking

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 24 (5.99%) SharePoint
2 8 (2.00%) Apache Spark
3 6 (1.50%) SAS
4 5 (1.25%) MS Exchange
4 5 (1.25%) NetWeaver
4 5 (1.25%) Skype for Business
5 4 (1.00%) DNN
6 3 (0.75%) Blackberry Enterprise Server
6 3 (0.75%) Exchange Server 2007
6 3 (0.75%) Exchange Server 2010
6 3 (0.75%) Office Communications Server
7 2 (0.50%) IIS
8 1 (0.25%) Apache
8 1 (0.25%) MS Project Server
Applications
1 32 (7.98%) Microsoft Excel
2 15 (3.74%) Microsoft Office
2 15 (3.74%) MS Visio
3 3 (0.75%) InfoPath
3 3 (0.75%) Microsoft Project
3 3 (0.75%) Spreadsheet
4 2 (0.50%) SPSS
5 1 (0.25%) Microsoft PowerPoint
Business Applications
1 13 (3.24%) Oracle EBS
2 7 (1.75%) Unit4 Business World
3 5 (1.25%) NetSuite
3 5 (1.25%) Oracle ERP
4 4 (1.00%) Dynamics AX
4 4 (1.00%) Salesforce.com CRM
5 3 (0.75%) Dynamics GP
6 2 (0.50%) Dynamics CRM
7 1 (0.25%) Dynamics NAV
Cloud Services
1 26 (6.48%) GitHub
2 22 (5.49%) Amazon AWS
3 14 (3.49%) Microsoft Azure
4 5 (1.25%) Google Analytics
4 5 (1.25%) Google Tag Manager
5 4 (1.00%) Salesforce Service Cloud
6 3 (0.75%) Azure Data Factory
7 2 (0.50%) Cloud Computing
7 2 (0.50%) Dynamics 365
7 2 (0.50%) Office 365
8 1 (0.25%) Google Cloud Platform
8 1 (0.25%) SaaS
Communications & Networking
1 43 (10.72%) Firewall
2 33 (8.23%) Intrusion Detection
3 29 (7.23%) Network Security
3 29 (7.23%) TCP/IP
4 26 (6.48%) Internet
4 26 (6.48%) LAN
4 26 (6.48%) VoIP
4 26 (6.48%) WAN
5 24 (5.99%) Ethernet
5 24 (5.99%) Wi-Fi
6 9 (2.24%) Frame Relay
7 8 (2.00%) Wireshark
8 7 (1.75%) BGP
8 7 (1.75%) OSPF
8 7 (1.75%) VPN
9 6 (1.50%) HTTP
10 5 (1.25%) DNS
10 5 (1.25%) MPLS
10 5 (1.25%) SSL
11 3 (0.75%) Wireless
Database & Business Intelligence
1 96 (23.94%) SQL Server
2 22 (5.49%) Relational Database
3 19 (4.74%) SQL Server Integration Services
4 17 (4.24%) Big Data
4 17 (4.24%) SQL Server Reporting Services
5 16 (3.99%) Power BI
6 15 (3.74%) Data Warehouse
7 14 (3.49%) BusinessObjects
8 11 (2.74%) Amazon Redshift
8 11 (2.74%) NoSQL
9 9 (2.24%) MongoDB
9 9 (2.24%) SAP HANA
10 8 (2.00%) SQL Server 2008
11 7 (1.75%) Crystal Reports
12 6 (1.50%) OLAP
12 6 (1.50%) PostgreSQL
12 6 (1.50%) SQL Server Analysis Services
13 5 (1.25%) Data Mining
13 5 (1.25%) MySQL
13 5 (1.25%) SAP Data Services
Development Applications
1 24 (5.99%) JIRA
2 18 (4.49%) Visual Studio
3 12 (2.99%) ReSharper
4 7 (1.75%) Team Foundation Server
5 6 (1.50%) Git (software)
6 5 (1.25%) Jasmine
6 5 (1.25%) Mocha
6 5 (1.25%) Selenium
7 4 (1.00%) TeamCity
8 2 (0.50%) WebDriver
9 1 (0.25%) Atlassian Bamboo
9 1 (0.25%) Bitbucket
9 1 (0.25%) GitLab
9 1 (0.25%) Jenkins
9 1 (0.25%) NUnit
9 1 (0.25%) QADirector
9 1 (0.25%) SoapUI
9 1 (0.25%) Subversion
General
1 97 (24.19%) Finance
2 72 (17.96%) Retail
3 22 (5.49%) Marketing
4 14 (3.49%) Games
5 12 (2.99%) Manufacturing
6 7 (1.75%) Law
7 6 (1.50%) Publishing
8 5 (1.25%) German Language
9 4 (1.00%) Pharmaceutical
10 3 (0.75%) Spanish Language
11 2 (0.50%) Advertising
11 2 (0.50%) Telecoms
12 1 (0.25%) Banking
12 1 (0.25%) Dutch Language
12 1 (0.25%) Electronics
12 1 (0.25%) Financial Institution
12 1 (0.25%) Legal
Job Titles
1 147 (36.66%) Analyst
2 76 (18.95%) Developer
3 46 (11.47%) Software Developer
4 37 (9.23%) Business Analyst
5 29 (7.23%) Team Leader
6 28 (6.98%) Graduate
7 27 (6.73%) C# Developer
7 27 (6.73%) C# Software Developer
8 23 (5.74%) Software Engineer
9 22 (5.49%) C# Software Engineer
9 22 (5.49%) Developer/Software Engineer
10 19 (4.74%) Security Analyst
11 18 (4.49%) Operations Analyst
12 17 (4.24%) Lead C# Developer
12 17 (4.24%) Lead Developer
12 17 (4.24%) Lead Software Developer
12 17 (4.24%) Lead Software Engineer
13 16 (3.99%) Graduate Analyst
14 15 (3.74%) Identity and Access Management Engineer
14 15 (3.74%) Identity Management Engineer
Libraries, Frameworks & Software Standards
1 51 (12.72%) .NET
2 43 (10.72%) HTML
3 37 (9.23%) CSS
4 27 (6.73%) .NET Framework
5 15 (3.74%) ASP.NET
5 15 (3.74%) Middleware
6 11 (2.74%) REST
7 9 (2.24%) AngularJS
7 9 (2.24%) ASP.NET MVC
8 8 (2.00%) Web Services
9 5 (1.25%) ASP.NET Web API
9 5 (1.25%) Natural Language Processing
9 5 (1.25%) Node.js
9 5 (1.25%) React
9 5 (1.25%) SAP Fiori
9 5 (1.25%) SAP PI
9 5 (1.25%) Vue (Vue.js)
9 5 (1.25%) XML
10 4 (1.00%) HTML5
10 4 (1.00%) Moose
Miscellaneous
1 63 (15.71%) Computer Science
2 56 (13.97%) Self-Motivation
3 31 (7.73%) Management Information System
4 25 (6.23%) Data Centre
5 19 (4.74%) Driving Licence
6 18 (4.49%) Analytical Mindset
7 15 (3.74%) Algorithms
8 9 (2.24%) Data Structures
8 9 (2.24%) Fintech
9 8 (2.00%) Cyber Kill Chain
9 8 (2.00%) Enterprise Software
10 7 (1.75%) NHS
11 6 (1.50%) Life Science
12 5 (1.25%) Linux Command Line
12 5 (1.25%) Mobile App
12 5 (1.25%) User Experience
13 4 (1.00%) Robotics
14 3 (0.75%) Blackberry
14 3 (0.75%) Internet of Things
15 2 (0.50%) Cyberthreat
Operating Systems
1 59 (14.71%) Linux
2 50 (12.47%) Windows
3 16 (3.99%) Windows Server 2003
3 16 (3.99%) Windows Server 2008
4 9 (2.24%) Unix
5 7 (1.75%) Windows Server
6 4 (1.00%) Android
6 4 (1.00%) Apple iOS
6 4 (1.00%) Windows 10
7 3 (0.75%) Windows 2000 Server
8 1 (0.25%) Embedded Linux
Processes & Methodologies
1 145 (36.16%) Problem-Solving
2 94 (23.44%) Agile Software Development
3 83 (20.70%) ITIL
4 69 (17.21%) Mathematics
5 47 (11.72%) Creative Thinking
5 47 (11.72%) Software Engineering
6 45 (11.22%) Analytics
7 38 (9.48%) ERP
8 37 (9.23%) Business Intelligence
9 35 (8.73%) Machine Learning
10 34 (8.48%) Analytical Thinking
10 34 (8.48%) Line Management
10 34 (8.48%) Physics
11 33 (8.23%) CRM
11 33 (8.23%) Statistics
12 32 (7.98%) Data Science
13 31 (7.73%) Project Management
14 30 (7.48%) Business Analysis
15 26 (6.48%) Information Security
16 25 (6.23%) Cybersecurity
Programming Languages
1 100 (24.94%) SQL
2 52 (12.97%) JavaScript
3 49 (12.22%) C#
4 43 (10.72%) Python
5 32 (7.98%) T-SQL
6 16 (3.99%) R
7 13 (3.24%) Perl
8 12 (2.99%) Java
9 11 (2.74%) C++
9 11 (2.74%) VBA
10 9 (2.24%) TypeScript
11 8 (2.00%) VB
12 6 (1.50%) Scala
12 6 (1.50%) VB.NET
13 4 (1.00%) VB6
14 3 (0.75%) Bash Shell
15 2 (0.50%) C
15 2 (0.50%) PowerShell
15 2 (0.50%) RPG IV
15 2 (0.50%) Ruby
Qualifications
1 117 (29.18%) Degree
2 19 (4.74%) Cisco Certification
2 19 (4.74%) PhD
3 17 (4.24%) Numerate Degree
4 16 (3.99%) CISSP
5 15 (3.74%) CCNA
5 15 (3.74%) Computer Science Degree
6 12 (2.99%) GIAC
7 8 (2.00%) CCNP
7 8 (2.00%) CCSP
7 8 (2.00%) CEH
7 8 (2.00%) GCIH
7 8 (2.00%) GCWN
7 8 (2.00%) GSEC
7 8 (2.00%) ISSAP
7 8 (2.00%) ISSEP
7 8 (2.00%) MCSE
7 8 (2.00%) Microsoft Certification
7 8 (2.00%) RHCE
7 8 (2.00%) SSCP
Quality Assurance & Compliance
1 20 (4.99%) SLA
2 12 (2.99%) QA
3 9 (2.24%) ISO/IEC 27001
4 7 (1.75%) Data Quality
5 4 (1.00%) PMO
6 2 (0.50%) GDPR
6 2 (0.50%) ISO/IEC 20000
6 2 (0.50%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 1 (0.25%) GCP
7 1 (0.25%) ISO 13485
7 1 (0.25%) ISO 9001
7 1 (0.25%) WAI
System Software
1 11 (2.74%) Active Directory
2 7 (1.75%) Hyper-V
3 5 (1.25%) VMware Infrastructure
4 4 (1.00%) Terminal Services
5 3 (0.75%) VMware ESXi
6 2 (0.50%) Docker
7 1 (0.25%) Apache Flume
7 1 (0.25%) Apache ZooKeeper
Systems Management
1 15 (3.74%) Oracle Enterprise Manager
1 15 (3.74%) Oracle Identity Manager
2 9 (2.24%) SCCM
3 8 (2.00%) RSA Security Analytics
4 7 (1.75%) NetApp OnCommand
5 3 (0.75%) SCOM
5 3 (0.75%) Symantec Endpoint Protection
6 2 (0.50%) SCSM
7 1 (0.25%) HP Quality Center
Vendors
1 75 (18.70%) Microsoft
2 40 (9.98%) Oracle
3 34 (8.48%) Cisco
4 26 (6.48%) Avaya
5 24 (5.99%) CheckPoint
5 24 (5.99%) Nortel
5 24 (5.99%) Riverbed
6 16 (3.99%) VMware
7 15 (3.74%) SAP
7 15 (3.74%) WorldPay
8 13 (3.24%) Intel
9 11 (2.74%) Salesforce.com
9 11 (2.74%) Symantec
10 10 (2.49%) Tableau
11 9 (2.24%) NetApp
12 8 (2.00%) Google
12 8 (2.00%) Red Hat
12 8 (2.00%) Splunk
13 7 (1.75%) Nokia
14 6 (1.50%) IBM