Period
to 24 September 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 24 September 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
East of England > Cambridgeshire
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 18 35 33
Rank change year-on-year +17 -2 +1
Permanent jobs citing Analytical Skills 433 300 237
As % of all permanent IT jobs advertised in Cambridgeshire 11.56% 8.23% 6.63%
As % of the Miscellaneous category 22.31% 15.77% 14.26%
Number of salaries quoted 254 215 189
Cambridgeshire median annual salary £42,500 £42,500 £39,500
Median salary % change year-on-year - +7.59% -5.95%
10th Percentile £26,250 £27,000 £23,450
90th Percentile £58,803 £60,000 £61,250
East of England median annual salary £46,500 £42,500 £42,500
% change year-on-year +9.41% - +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 1,941 1,902 1,662
As % of all permanent IT jobs advertised in Cambridgeshire 51.80% 52.20% 46.46%
Number of salaries quoted 1,259 1,457 1,340
Cambridgeshire median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £26,750 £26,250
90th Percentile £71,250 £71,250 £67,500
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +7.14%

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 24 September 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 24 September 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
Peterborough +41 227 £38,500 +22.22% 15
Cambridge -6 168 £43,750 +2.94% 43
Huntingdon +13 6 £42,500 +6.25% 2
Analytical Skills
East of England

For the 6 months to 24 September 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.

1 180 (41.57%) Problem-Solving
2 111 (25.64%) Finance
3 109 (25.17%) Retail
4 100 (23.09%) Degree
5 93 (21.48%) SQL
5 93 (21.48%) SQL Server
6 92 (21.25%) Agile Software Development
7 91 (21.02%) Self-Motivation
8 88 (20.32%) Firewall
9 80 (18.48%) Microsoft
9 80 (18.48%) Analytics
10 70 (16.17%) Cisco
11 66 (15.24%) Cisco Certification
12 65 (15.01%) ITIL
13 62 (14.32%) Information Security
13 62 (14.32%) Intrusion Detection
13 62 (14.32%) Cybersecurity
14 61 (14.09%) Computer Science
15 56 (12.93%) Windows
16 55 (12.70%) SIEM
17 53 (12.24%) Linux
17 53 (12.24%) CISSP
17 53 (12.24%) Mathematics
18 52 (12.01%) Security Operations
18 52 (12.01%) Creative Thinking
19 51 (11.78%) Software Engineering
19 51 (11.78%) JavaScript
20 50 (11.55%) Wireshark
20 50 (11.55%) Data Loss Prevention
21 48 (11.09%) CheckPoint

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 18 (4.16%) SharePoint
2 8 (1.85%) Apache Spark
3 7 (1.62%) IIS
3 7 (1.62%) SAS
4 6 (1.39%) Apache
5 3 (0.69%) MS Exchange
6 2 (0.46%) MS Project Server
6 2 (0.46%) Skype for Business
7 1 (0.23%) Exchange Server 2010
7 1 (0.23%) Exchange Server 2013
7 1 (0.23%) JBoss
7 1 (0.23%) Mule
7 1 (0.23%) Mule ESB
Applications
1 21 (4.85%) Microsoft Excel
2 13 (3.00%) MS Visio
3 12 (2.77%) Microsoft Office
4 6 (1.39%) Microsoft Project
5 4 (0.92%) Microsoft PowerPoint
6 3 (0.69%) EngageOne
6 3 (0.69%) Spreadsheet
7 1 (0.23%) SPSS
Business Applications
1 10 (2.31%) Oracle EBS
2 9 (2.08%) Dynamics AX
3 6 (1.39%) NetSuite
4 4 (0.92%) Salesforce.com CRM
4 4 (0.92%) Unit4 Business World
5 3 (0.69%) Dynamics NAV
6 2 (0.46%) BPCS
6 2 (0.46%) Oracle ERP
7 1 (0.23%) Dynamics CRM
Cloud Services
1 26 (6.00%) GitHub
2 23 (5.31%) Amazon AWS
3 11 (2.54%) Microsoft Azure
4 10 (2.31%) Office 365
5 7 (1.62%) Google Analytics
5 7 (1.62%) Google Tag Manager
6 5 (1.15%) Dynamics 365
7 4 (0.92%) Salesforce Service Cloud
8 2 (0.46%) AdWords
8 2 (0.46%) Cloud Computing
9 1 (0.23%) Google Cloud Platform
Communications & Networking
1 88 (20.32%) Firewall
2 62 (14.32%) Intrusion Detection
3 50 (11.55%) Wireshark
4 44 (10.16%) Network Security
5 39 (9.01%) TCP/IP
6 38 (8.78%) LAN
6 38 (8.78%) WAN
7 36 (8.31%) Ethernet
7 36 (8.31%) Wi-Fi
8 35 (8.08%) VoIP
9 19 (4.39%) OSPF
10 16 (3.70%) BGP
11 10 (2.31%) Internet
12 9 (2.08%) Frame Relay
13 6 (1.39%) Wireless
14 5 (1.15%) DNS
14 5 (1.15%) Kerberos
14 5 (1.15%) VLAN
14 5 (1.15%) VPN
15 4 (0.92%) 802.11
Database & Business Intelligence
1 93 (21.48%) SQL Server
2 20 (4.62%) Relational Database
2 20 (4.62%) SQL Server Integration Services
3 17 (3.93%) Big Data
4 16 (3.70%) Power BI
5 15 (3.46%) MySQL
5 15 (3.46%) SQL Server Reporting Services
6 11 (2.54%) Amazon Redshift
6 11 (2.54%) Data Warehouse
6 11 (2.54%) MongoDB
6 11 (2.54%) NoSQL
7 10 (2.31%) SQL Server 2008
8 7 (1.62%) PostgreSQL
8 7 (1.62%) RDBMS
9 6 (1.39%) OLAP
10 5 (1.15%) Data Mining
10 5 (1.15%) SQL Server 2012
10 5 (1.15%) SQL Server Analysis Services
11 4 (0.92%) Hadoop
12 3 (0.69%) Microsoft Analysis Services
Development Applications
1 24 (5.54%) Visual Studio
2 16 (3.70%) JIRA
3 13 (3.00%) ReSharper
4 10 (2.31%) Git (software)
5 8 (1.85%) Mocha
5 8 (1.85%) Team Foundation Server
6 7 (1.62%) Selenium
6 7 (1.62%) TeamCity
7 6 (1.39%) Jasmine
8 4 (0.92%) WebDriver
9 2 (0.46%) Jenkins
9 2 (0.46%) SoapUI
9 2 (0.46%) Subversion
10 1 (0.23%) GitLab
10 1 (0.23%) Grunt
10 1 (0.23%) JUnit
10 1 (0.23%) QADirector
General
1 111 (25.64%) Finance
2 109 (25.17%) Retail
3 34 (7.85%) Marketing
4 15 (3.46%) Manufacturing
5 14 (3.23%) Games
6 12 (2.77%) Publishing
7 11 (2.54%) Law
8 7 (1.62%) Advertising
9 5 (1.15%) Legal
9 5 (1.15%) Pharmaceutical
10 3 (0.69%) Spanish Language
11 2 (0.46%) Telecoms
12 1 (0.23%) Banking
12 1 (0.23%) Dutch Language
12 1 (0.23%) Financial Institution
12 1 (0.23%) German Language
Job Titles
1 168 (38.80%) Analyst
2 71 (16.40%) Developer
3 37 (8.55%) Software Developer
4 30 (6.93%) Team Leader
5 28 (6.47%) Business Analyst
6 26 (6.00%) Graduate
6 26 (6.00%) SIEM Analyst
7 24 (5.54%) SOC Analyst
7 24 (5.54%) Software Engineer
8 22 (5.08%) C# Developer
8 22 (5.08%) C# Software Developer
9 21 (4.85%) Security Analyst
10 19 (4.39%) C# Software Engineer
10 19 (4.39%) Network Analyst
11 18 (4.16%) SIEM Engineer
11 18 (4.16%) SOC Engineer
12 17 (3.93%) Developer/Software Engineer
13 15 (3.46%) Senior Developer
14 13 (3.00%) Data Analyst
14 13 (3.00%) Operations Analyst
Libraries, Frameworks & Software Standards
1 47 (10.85%) .NET
2 38 (8.78%) HTML
3 37 (8.55%) CSS
4 24 (5.54%) .NET Framework
5 15 (3.46%) ASP.NET
6 14 (3.23%) Web Services
7 11 (2.54%) AngularJS
8 9 (2.08%) REST
9 7 (1.62%) LDAP
9 7 (1.62%) Node.js
9 7 (1.62%) Vue.js
10 6 (1.39%) ASP.NET MVC
11 5 (1.15%) ASP.NET Web API
11 5 (1.15%) LAMP
11 5 (1.15%) Natural Language Processing
11 5 (1.15%) React
12 4 (0.92%) 802.1X
12 4 (0.92%) EDI
13 3 (0.69%) Middleware
13 3 (0.69%) XML
Miscellaneous
1 91 (21.02%) Self-Motivation
2 61 (14.09%) Computer Science
3 42 (9.70%) Cyber Kill Chain
4 40 (9.24%) Cyberthreat
5 34 (7.85%) Data Centre
6 30 (6.93%) Management Information System
7 22 (5.08%) Driving Licence
8 18 (4.16%) Analytical Mindset
9 13 (3.00%) Security Operations Centre
10 12 (2.77%) Cyber Defence
11 11 (2.54%) Algorithms
12 10 (2.31%) Data Structures
13 7 (1.62%) Life Science
13 7 (1.62%) NHS
14 6 (1.39%) User Experience
15 5 (1.15%) Linux Command Line
16 4 (0.92%) Enterprise Software
17 2 (0.46%) Internet of Things
17 2 (0.46%) iSeries
17 2 (0.46%) Video Conferencing
Operating Systems
1 56 (12.93%) Windows
2 53 (12.24%) Linux
3 19 (4.39%) Windows Server 2008
4 13 (3.00%) Windows Server 2003
5 6 (1.39%) Unix
5 6 (1.39%) Windows 10
5 6 (1.39%) Windows Server
5 6 (1.39%) Windows Server 2012
6 5 (1.15%) Red Hat Enterprise Linux
7 4 (0.92%) Embedded Linux
8 2 (0.46%) CentOS
8 2 (0.46%) Mac OS
8 2 (0.46%) Mac OS X
8 2 (0.46%) Ubuntu
8 2 (0.46%) Windows 7
8 2 (0.46%) Windows XP
9 1 (0.23%) Android
Processes & Methodologies
1 180 (41.57%) Problem-Solving
2 92 (21.25%) Agile Software Development
3 80 (18.48%) Analytics
4 65 (15.01%) ITIL
5 62 (14.32%) Cybersecurity
5 62 (14.32%) Information Security
6 55 (12.70%) SIEM
7 53 (12.24%) Mathematics
8 52 (12.01%) Creative Thinking
8 52 (12.01%) Security Operations
9 51 (11.78%) Software Engineering
10 50 (11.55%) Data Loss Prevention
11 48 (11.09%) Risk Management
12 47 (10.85%) Event Correlation
13 42 (9.70%) Cyber Threat Intelligence
13 42 (9.70%) Threat Intelligence
14 37 (8.55%) Mentoring
15 36 (8.31%) Network Management
16 35 (8.08%) Machine Learning
16 35 (8.08%) Statistics
Programming Languages
1 93 (21.48%) SQL
2 51 (11.78%) JavaScript
3 43 (9.93%) C#
4 34 (7.85%) Python
5 32 (7.39%) T-SQL
6 14 (3.23%) C++
7 13 (3.00%) R
8 12 (2.77%) TypeScript
9 7 (1.62%) PHP
9 7 (1.62%) PowerShell
10 6 (1.39%) Java
10 6 (1.39%) Perl
10 6 (1.39%) Scala
11 5 (1.15%) VBScript
12 4 (0.92%) C
12 4 (0.92%) VB.NET
12 4 (0.92%) X++
13 3 (0.69%) Bash Shell
13 3 (0.69%) ES6
14 2 (0.46%) RPG IV
Qualifications
1 100 (23.09%) Degree
2 66 (15.24%) Cisco Certification
3 53 (12.24%) CISSP
4 38 (8.78%) CCNA
5 33 (7.62%) CCNP
6 31 (7.16%) Microsoft Certification
6 31 (7.16%) SSCP
7 30 (6.93%) (ISC)2 CCSP
7 30 (6.93%) CCSP
7 30 (6.93%) CSSLP
7 30 (6.93%) GCWN
7 30 (6.93%) ISSAP
7 30 (6.93%) ISSEP
7 30 (6.93%) MCSE
7 30 (6.93%) RHCA
7 30 (6.93%) RHCE
7 30 (6.93%) SANS
8 26 (6.00%) CCIE
8 26 (6.00%) CCIE Security
8 26 (6.00%) VCAP
Quality Assurance & Compliance
1 29 (6.70%) SLA
2 14 (3.23%) QA
3 7 (1.62%) ISO/IEC 27001
4 5 (1.15%) Cyber Essentials
4 5 (1.15%) Data Quality
4 5 (1.15%) PCI DSS
5 4 (0.92%) GDPR
5 4 (0.92%) PMO
6 2 (0.46%) ISO/IEC 20000
6 2 (0.46%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 1 (0.23%) ISO 13485
7 1 (0.23%) ISO 9001
7 1 (0.23%) WAI
System Software
1 16 (3.70%) Active Directory
2 12 (2.77%) Hyper-V
3 6 (1.39%) VMware Infrastructure
4 2 (0.46%) Docker
5 1 (0.23%) Apache Flume
5 1 (0.23%) Apache ZooKeeper
5 1 (0.23%) Virtual Machines
Systems Management
1 42 (9.70%) RSA Security Analytics
2 15 (3.46%) Stealthwatch
3 7 (1.62%) NetApp OnCommand
4 6 (1.39%) SCCM
5 5 (1.15%) Nessus
6 3 (0.69%) Oracle Enterprise Manager
6 3 (0.69%) Oracle Identity Manager
7 2 (0.46%) HP Quality Center
7 2 (0.46%) SCSM
Vendors
1 80 (18.48%) Microsoft
2 70 (16.17%) Cisco
3 48 (11.09%) CheckPoint
4 45 (10.39%) Symantec
5 42 (9.70%) Splunk
6 40 (9.24%) VMware
7 35 (8.08%) Avaya
7 35 (8.08%) Red Hat
8 33 (7.62%) Nortel
8 33 (7.62%) Riverbed
9 19 (4.39%) Oracle
10 16 (3.70%) Nokia
11 13 (3.00%) Intel
11 13 (3.00%) Qualys
12 9 (2.08%) NetApp
13 8 (1.85%) Salesforce.com
14 7 (1.62%) Google
15 6 (1.39%) Tableau
16 5 (1.15%) Veeam
16 5 (1.15%) WatchGuard