Period
to 18 November 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 18 November 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
East of England > Cambridgeshire
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 20 41 33
Rank change year-on-year +21 -8 +6
Permanent jobs citing Analytical Skills 317 290 251
As % of all permanent IT jobs advertised in Cambridgeshire 10.04% 7.01% 7.18%
As % of the Miscellaneous category 19.86% 12.79% 15.65%
Number of salaries quoted 203 228 243
Cambridgeshire median annual salary £40,000 £44,348 £41,500
Median salary % change year-on-year -9.80% +6.86% -2.35%
10th Percentile £26,350 £27,525 £23,300
90th Percentile £62,500 £60,000 £60,000
East of England median annual salary £44,000 £45,000 £41,500
% change year-on-year -2.22% +8.43% -2.35%

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 1,596 2,268 1,604
As % of all permanent IT jobs advertised in Cambridgeshire 50.55% 54.86% 45.85%
Number of salaries quoted 1,158 1,716 1,302
Cambridgeshire median annual salary £47,500 £49,500 £45,000
Median salary % change year-on-year -4.04% +10.00% +8.43%
10th Percentile £27,500 £27,500 £25,750
90th Percentile £72,500 £72,500 £67,500
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 18 November 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 18 November 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 +41 182 £35,000 -15.66% 14
Cambridge -8 106 £47,500 +5.56% 49
Huntingdon +9 2 £47,500 +18.75%
Analytical Skills
East of England

For the 6 months to 18 November 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.

1 159 (50.16%) Problem-Solving
2 106 (33.44%) Self-Motivation
3 105 (33.12%) Retail
4 94 (29.65%) Firewall
5 81 (25.55%) Cisco Certification
6 70 (22.08%) Analytics
7 68 (21.45%) Cisco
8 66 (20.82%) Degree
9 65 (20.50%) CheckPoint
10 62 (19.56%) Information Security
10 62 (19.56%) Intrusion Detection
11 61 (19.24%) Finance
11 61 (19.24%) Cybersecurity
12 57 (17.98%) Wireshark
13 56 (17.67%) Microsoft
13 56 (17.67%) CCNA
13 56 (17.67%) Cyberthreat
14 55 (17.35%) CISSP
14 55 (17.35%) SIEM
15 53 (16.72%) SQL Server
16 52 (16.40%) Symantec
17 51 (16.09%) Security Operations
17 51 (16.09%) Cyber Intelligence
18 50 (15.77%) Data Loss Prevention
18 50 (15.77%) SQL
18 50 (15.77%) Computer Science
19 49 (15.46%) Network Security
20 48 (15.14%) ITIL
20 48 (15.14%) Risk Management
21 47 (14.83%) Splunk

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 (2.84%) SharePoint
2 7 (2.21%) SAS
3 6 (1.89%) MS Exchange
4 5 (1.58%) Apache
4 5 (1.58%) IIS
5 4 (1.26%) Exchange Server 2010
5 4 (1.26%) Exchange Server 2013
6 2 (0.63%) Apache Spark
6 2 (0.63%) Skype for Business
7 1 (0.32%) JBoss
7 1 (0.32%) MS Project Server
7 1 (0.32%) Mule
7 1 (0.32%) Mule ESB
Applications
1 16 (5.05%) Microsoft Excel
2 10 (3.15%) Microsoft Office
3 9 (2.84%) MS Visio
4 5 (1.58%) Microsoft PowerPoint
4 5 (1.58%) Microsoft Project
5 3 (0.95%) EngageOne
6 1 (0.32%) Spreadsheet
6 1 (0.32%) SPSS
Business Applications
1 8 (2.52%) Dynamics AX
2 5 (1.58%) Dynamics NAV
3 4 (1.26%) Unit4 Business World
4 3 (0.95%) NetSuite
4 3 (0.95%) Oracle EBS
5 2 (0.63%) BPCS
5 2 (0.63%) Endur
6 1 (0.32%) Dynamics CRM
6 1 (0.32%) Oracle ERP
Cloud Services
1 18 (5.68%) GitHub
2 11 (3.47%) Office 365
3 7 (2.21%) Google Analytics
3 7 (2.21%) Google Tag Manager
4 6 (1.89%) Amazon AWS
5 5 (1.58%) AdWords
5 5 (1.58%) Dynamics 365
6 2 (0.63%) Cloud Computing
7 1 (0.32%) Microsoft Azure
Communications & Networking
1 94 (29.65%) Firewall
2 62 (19.56%) Intrusion Detection
3 57 (17.98%) Wireshark
4 49 (15.46%) Network Security
5 44 (13.88%) TCP/IP
6 43 (13.56%) LAN
6 43 (13.56%) WAN
7 41 (12.93%) Ethernet
7 41 (12.93%) Wi-Fi
8 38 (11.99%) VoIP
9 29 (9.15%) OSPF
10 24 (7.57%) BGP
11 8 (2.52%) DNS
12 6 (1.89%) SSL
12 6 (1.89%) Wireless
13 5 (1.58%) DHCP
13 5 (1.58%) Internet
13 5 (1.58%) SAN
13 5 (1.58%) VLAN
13 5 (1.58%) VPN
Database & Business Intelligence
1 53 (16.72%) SQL Server
2 17 (5.36%) MySQL
3 16 (5.05%) Relational Database
4 14 (4.42%) SQL Server Integration Services
5 9 (2.84%) RDBMS
6 8 (2.52%) Big Data
6 8 (2.52%) Power BI
6 8 (2.52%) SQL Server Reporting Services
7 7 (2.21%) MongoDB
8 6 (1.89%) PostgreSQL
9 4 (1.26%) Data Warehouse
9 4 (1.26%) SQL Server 2008
10 3 (0.95%) Data Mining
10 3 (0.95%) MariaDB
10 3 (0.95%) Microsoft Analysis Services
10 3 (0.95%) NoSQL
10 3 (0.95%) SQL Server Analysis Services
11 2 (0.63%) Amazon Redshift
11 2 (0.63%) Base SAS
11 2 (0.63%) Hadoop
Development Applications
1 14 (4.42%) Visual Studio
2 9 (2.84%) Git (software)
2 9 (2.84%) JIRA
3 7 (2.21%) Mocha
3 7 (2.21%) ReSharper
4 5 (1.58%) Jasmine
4 5 (1.58%) TeamCity
5 3 (0.95%) Selenium
6 2 (0.63%) SoapUI
6 2 (0.63%) Subversion
6 2 (0.63%) Team Foundation Server
6 2 (0.63%) WebDriver
7 1 (0.32%) Grunt
7 1 (0.32%) Hudson
7 1 (0.32%) Jenkins
7 1 (0.32%) JUnit
7 1 (0.32%) Visual Studio Coded UI
General
1 105 (33.12%) Retail
2 61 (19.24%) Finance
3 22 (6.94%) Marketing
4 12 (3.79%) Law
5 11 (3.47%) Advertising
5 11 (3.47%) Publishing
6 9 (2.84%) Manufacturing
7 6 (1.89%) Games
8 5 (1.58%) Legal
9 4 (1.26%) Pharmaceutical
10 2 (0.63%) Spanish Language
10 2 (0.63%) Telecoms
11 1 (0.32%) Dutch Language
11 1 (0.32%) Financial Institution
11 1 (0.32%) German Language
Job Titles
1 129 (40.69%) Analyst
2 42 (13.25%) Developer
3 29 (9.15%) Network Analyst
4 22 (6.94%) Graduate
5 20 (6.31%) Team Leader
6 19 (5.99%) SOC Analyst
7 18 (5.68%) SIEM Analyst
7 18 (5.68%) SIEM Engineer
7 18 (5.68%) SOC Engineer
8 15 (4.73%) Software Developer
8 15 (4.73%) Software Engineer
9 10 (3.15%) Data Analyst
9 10 (3.15%) Security Analyst
10 9 (2.84%) Consultant
10 9 (2.84%) Database Developer
10 9 (2.84%) Graduate Analyst
11 8 (2.52%) Senior Developer
12 7 (2.21%) Business Analyst
12 7 (2.21%) Business Process Analyst
12 7 (2.21%) Process Analyst
Libraries, Frameworks & Software Standards
1 21 (6.62%) .NET
2 19 (5.99%) HTML
3 16 (5.05%) CSS
4 11 (3.47%) Web Services
5 9 (2.84%) .NET Framework
6 7 (2.21%) AngularJS
6 7 (2.21%) ASP.NET
6 7 (2.21%) LDAP
6 7 (2.21%) REST
7 6 (1.89%) Node.js
7 6 (1.89%) Vue.js
8 5 (1.58%) LAMP
9 4 (1.26%) 802.1X
9 4 (1.26%) EDI
10 3 (0.95%) React
10 3 (0.95%) SOAP
10 3 (0.95%) XML
11 2 (0.63%) Angular 2
11 2 (0.63%) ASP.NET MVC
11 2 (0.63%) jQuery
Miscellaneous
1 106 (33.44%) Self-Motivation
2 56 (17.67%) Cyberthreat
3 50 (15.77%) Computer Science
4 47 (14.83%) Cyber Kill Chain
5 36 (11.36%) Data Centre
6 25 (7.89%) Management Information System
7 24 (7.57%) Cyber Defence
7 24 (7.57%) Security Operations Centre
8 19 (5.99%) Driving Licence
9 15 (4.73%) Analytical Mindset
10 6 (1.89%) Data Structures
11 4 (1.26%) Algorithms
11 4 (1.26%) Cyberattack
12 3 (0.95%) Life Science
12 3 (0.95%) Linux Command Line
12 3 (0.95%) NHS
12 3 (0.95%) PKI
12 3 (0.95%) Replication
12 3 (0.95%) User Experience
13 2 (0.63%) Video Conferencing
Operating Systems
1 41 (12.93%) Linux
2 40 (12.62%) Windows
3 17 (5.36%) Windows Server 2008
4 11 (3.47%) Windows Server 2003
5 9 (2.84%) Windows Server 2012
6 6 (1.89%) Windows Server
7 5 (1.58%) Red Hat Enterprise Linux
7 5 (1.58%) Unix
8 4 (1.26%) Embedded Linux
9 2 (0.63%) CentOS
9 2 (0.63%) Mac OS
9 2 (0.63%) Mac OS X
9 2 (0.63%) Ubuntu
9 2 (0.63%) Windows 10
9 2 (0.63%) Windows 7
9 2 (0.63%) Windows XP
10 1 (0.32%) Android
Processes & Methodologies
1 159 (50.16%) Problem-Solving
2 70 (22.08%) Analytics
3 62 (19.56%) Information Security
4 61 (19.24%) Cybersecurity
5 55 (17.35%) SIEM
6 51 (16.09%) Cyber Intelligence
6 51 (16.09%) Security Operations
7 50 (15.77%) Data Loss Prevention
8 48 (15.14%) ITIL
8 48 (15.14%) Risk Management
9 47 (14.83%) Cyber Threat Intelligence
9 47 (14.83%) Event Correlation
9 47 (14.83%) Threat Intelligence
10 43 (13.56%) Agile Software Development
11 41 (12.93%) Network Management
12 38 (11.99%) Mathematics
13 36 (11.36%) Mentoring
13 36 (11.36%) Software Engineering
14 33 (10.41%) Kalman Filter
15 31 (9.78%) Web Filtering
Programming Languages
1 50 (15.77%) SQL
2 29 (9.15%) JavaScript
3 20 (6.31%) C#
4 17 (5.36%) Python
4 17 (5.36%) T-SQL
5 11 (3.47%) C++
6 10 (3.15%) PHP
7 9 (2.84%) R
8 6 (1.89%) Java
8 6 (1.89%) PowerShell
8 6 (1.89%) TypeScript
9 5 (1.58%) C
9 5 (1.58%) VBScript
10 4 (1.26%) ES6
10 4 (1.26%) X++
11 2 (0.63%) MATLAB
12 1 (0.32%) Java 8
12 1 (0.32%) Ruby
12 1 (0.32%) VB.NET
12 1 (0.32%) VBA
Qualifications
1 81 (25.55%) Cisco Certification
2 66 (20.82%) Degree
3 56 (17.67%) CCNA
4 55 (17.35%) CISSP
5 30 (9.46%) GSEC
6 28 (8.83%) CCNP
7 26 (8.20%) CEH
8 24 (7.57%) GCFA
8 24 (7.57%) GCFE
8 24 (7.57%) GCIA
8 24 (7.57%) GCIH
8 24 (7.57%) GREM
8 24 (7.57%) Microsoft Certification
8 24 (7.57%) SSCP
9 23 (7.26%) (ISC)2 CCSP
9 23 (7.26%) CCIE Security
9 23 (7.26%) GCWN
9 23 (7.26%) RHCA
9 23 (7.26%) RHCE
9 23 (7.26%) SANS
Quality Assurance & Compliance
1 23 (7.26%) SLA
2 9 (2.84%) GDPR
3 8 (2.52%) QA
4 5 (1.58%) Cyber Essentials
4 5 (1.58%) ISO/IEC 27001
4 5 (1.58%) PCI DSS
5 4 (1.26%) PMO
6 2 (0.63%) ISO/IEC 20000
7 1 (0.32%) Data Quality
System Software
1 13 (4.10%) Active Directory
2 8 (2.52%) Hyper-V
3 2 (0.63%) VMware Infrastructure
4 1 (0.32%) Apache Flume
4 1 (0.32%) Docker
4 1 (0.32%) Virtual Machines
Systems Management
1 47 (14.83%) RSA Security Analytics
2 29 (9.15%) Stealthwatch
3 5 (1.58%) Nessus
3 5 (1.58%) SCCM
4 3 (0.95%) HP ALM
4 3 (0.95%) NetApp OnCommand
4 3 (0.95%) SCOM
5 2 (0.63%) Ansible
5 2 (0.63%) HP Quality Center
5 2 (0.63%) SCSM
6 1 (0.32%) Kubernetes
6 1 (0.32%) Puppet
Vendors
1 68 (21.45%) Cisco
2 65 (20.50%) CheckPoint
3 56 (17.67%) Microsoft
4 52 (16.40%) Symantec
5 47 (14.83%) Splunk
6 38 (11.99%) Avaya
7 36 (11.36%) Nortel
7 36 (11.36%) Riverbed
7 36 (11.36%) VMware
8 28 (8.83%) Red Hat
9 25 (7.89%) Qualys
10 24 (7.57%) Nokia
11 8 (2.52%) HP
11 8 (2.52%) Intel
11 8 (2.52%) Oracle
12 7 (2.21%) Google
13 5 (1.58%) Palo Alto
13 5 (1.58%) SolarWinds
13 5 (1.58%) Veeam
13 5 (1.58%) WatchGuard