Period
to 18 January 2019

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 January 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
East of England > Cambridgeshire
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 24 44 39
Rank change year-on-year +20 -5 -3
Permanent jobs citing Analytical Skills 288 270 211
As % of all permanent IT jobs advertised in Cambridgeshire 9.24% 6.43% 6.42%
As % of the Miscellaneous category 18.92% 14.37% 16.13%
Number of salaries quoted 194 219 216
Cambridgeshire median annual salary £39,250 £44,400 £42,500
Median salary % change year-on-year -11.60% +4.47% +6.25%
10th Percentile £23,875 £31,250 £23,500
90th Percentile £65,000 £60,500 £60,000
East of England median annual salary £42,500 £47,500 £42,500
% change year-on-year -10.53% +11.76% -1.16%

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 1,522 1,879 1,308
As % of all permanent IT jobs advertised in Cambridgeshire 48.84% 44.74% 39.82%
Number of salaries quoted 1,053 1,305 1,084
Cambridgeshire median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% +5.88%
10th Percentile £27,500 £30,000 £26,250
90th Percentile £72,500 £75,000 £67,500
East of England median annual salary £47,500 £49,000 £45,000
% change year-on-year -3.06% +8.89% -

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 January 2019.

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 January 2019. 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 +29 153 £35,000 -17.65% 6
Cambridge -12 104 £43,500 -8.42% 34
Huntingdon -1 2 £35,000 +4.48% 1
Analytical Skills
East of England

For the 6 months to 18 January 2019, 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.

1 161 (55.90%) Problem-Solving
2 106 (36.81%) Self-Motivation
3 96 (33.33%) Retail
4 91 (31.60%) Firewall
5 89 (30.90%) Cisco Certification
6 73 (25.35%) Microsoft
7 70 (24.31%) Analytics
8 65 (22.57%) Wireshark
9 64 (22.22%) Cisco
10 63 (21.88%) Cybersecurity
11 62 (21.53%) Information Security
12 59 (20.49%) CCNA
13 58 (20.14%) Cyberthreat
14 57 (19.79%) CISSP
14 57 (19.79%) SIEM
15 56 (19.44%) Symantec
16 55 (19.10%) Cyber Intelligence
17 54 (18.75%) Data Loss Prevention
17 54 (18.75%) CheckPoint
18 52 (18.06%) Risk Management
18 52 (18.06%) Intrusion Detection
19 51 (17.71%) SQL
19 51 (17.71%) Splunk
19 51 (17.71%) Security Operations
19 51 (17.71%) Event Correlation
19 51 (17.71%) Threat Intelligence
19 51 (17.71%) Cyber Kill Chain
19 51 (17.71%) Cyber Threat Intelligence
19 51 (17.71%) RSA Security Analytics
20 50 (17.36%) Degree

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 13 (4.51%) SharePoint
2 10 (3.47%) MS Exchange
3 9 (3.13%) Exchange Server 2010
3 9 (3.13%) Exchange Server 2013
4 6 (2.08%) IIS
5 5 (1.74%) Apache
5 5 (1.74%) OpenStack
6 4 (1.39%) SAS
7 2 (0.69%) MS Project Server
8 1 (0.35%) JBoss
8 1 (0.35%) Mule
8 1 (0.35%) Mule ESB
Applications
1 10 (3.47%) Microsoft Excel
2 9 (3.13%) Microsoft Office
3 8 (2.78%) MS Visio
4 5 (1.74%) Microsoft PowerPoint
5 4 (1.39%) Microsoft Project
6 2 (0.69%) EngageOne
7 1 (0.35%) Adobe Illustrator
7 1 (0.35%) Fireworks
7 1 (0.35%) Photoshop
7 1 (0.35%) SPSS
Business Applications
1 8 (2.78%) Dynamics AX
2 7 (2.43%) Dynamics CRM
3 5 (1.74%) Dynamics NAV
4 3 (1.04%) NetSuite
5 2 (0.69%) BPCS
5 2 (0.69%) Endur
5 2 (0.69%) Salesforce.com CRM
Cloud Services
1 12 (4.17%) GitHub
2 11 (3.82%) Dynamics 365
3 9 (3.13%) Office 365
4 8 (2.78%) Amazon AWS
5 7 (2.43%) Google Analytics
6 5 (1.74%) AdWords
6 5 (1.74%) Google Tag Manager
6 5 (1.74%) SaaS
7 1 (0.35%) Microsoft Azure
Communications & Networking
1 91 (31.60%) Firewall
2 65 (22.57%) Wireshark
3 52 (18.06%) Intrusion Detection
4 36 (12.50%) LAN
4 36 (12.50%) WAN
5 35 (12.15%) Network Security
6 31 (10.76%) Ethernet
7 30 (10.42%) OSPF
7 30 (10.42%) TCP/IP
7 30 (10.42%) Wi-Fi
8 26 (9.03%) VoIP
9 25 (8.68%) BGP
10 10 (3.47%) DHCP
10 10 (3.47%) DNS
11 8 (2.78%) SAN
11 8 (2.78%) SSL
12 6 (2.08%) VLAN
13 5 (1.74%) Kerberos
14 4 (1.39%) Wireless
15 3 (1.04%) 802.11
Database & Business Intelligence
1 41 (14.24%) SQL Server
2 23 (7.99%) SQL Server Integration Services
3 15 (5.21%) MySQL
4 12 (4.17%) Power BI
5 11 (3.82%) SQL Server Reporting Services
6 10 (3.47%) Relational Database
7 9 (3.13%) RDBMS
8 6 (2.08%) SSDT
9 5 (1.74%) Data Warehouse
9 5 (1.74%) MongoDB
10 4 (1.39%) Big Data
11 3 (1.04%) Base SAS
11 3 (1.04%) MariaDB
11 3 (1.04%) PostgreSQL
12 2 (0.69%) Microsoft Analysis Services
12 2 (0.69%) QlikView
12 2 (0.69%) SQL Server 2008
12 2 (0.69%) SQL Server Analysis Services
13 1 (0.35%) Hadoop
13 1 (0.35%) Pentaho
Development Applications
1 17 (5.90%) Visual Studio
2 10 (3.47%) Git (software)
3 5 (1.74%) JIRA
4 4 (1.39%) Mocha
4 4 (1.39%) ReSharper
5 3 (1.04%) TeamCity
6 2 (0.69%) Jasmine
7 1 (0.35%) Grunt
7 1 (0.35%) Hudson
7 1 (0.35%) Jenkins
7 1 (0.35%) JUnit
7 1 (0.35%) Selenium
7 1 (0.35%) Subversion
7 1 (0.35%) Team Foundation Server
7 1 (0.35%) Visual Studio Coded UI
7 1 (0.35%) WebDriver
General
1 96 (33.33%) Retail
2 37 (12.85%) Finance
3 15 (5.21%) Marketing
4 11 (3.82%) Advertising
5 8 (2.78%) Legal
6 7 (2.43%) Law
6 7 (2.43%) Publishing
7 6 (2.08%) Manufacturing
8 4 (1.39%) Banking
8 4 (1.39%) Pharmaceutical
9 3 (1.04%) Spanish Language
10 2 (0.69%) French Language
11 1 (0.35%) Dutch Language
11 1 (0.35%) Electronics
11 1 (0.35%) German Language
Job Titles
1 122 (42.36%) Analyst
2 38 (13.19%) Developer
3 30 (10.42%) Network Analyst
4 18 (6.25%) SIEM Analyst
4 18 (6.25%) SIEM Engineer
4 18 (6.25%) SOC Analyst
4 18 (6.25%) SOC Engineer
5 16 (5.56%) Software Engineer
6 15 (5.21%) Graduate
6 15 (5.21%) Software Developer
7 10 (3.47%) Consultant
7 10 (3.47%) Data Analyst
7 10 (3.47%) Network Engineer
7 10 (3.47%) Security Engineer
8 9 (3.13%) Database Developer
8 9 (3.13%) Security Analyst
8 9 (3.13%) Senior Security Engineer
9 8 (2.78%) Data Protection Analyst
9 8 (2.78%) Senior Developer
9 8 (2.78%) Support Engineer
Libraries, Frameworks & Software Standards
1 18 (6.25%) .NET
2 13 (4.51%) HTML
3 11 (3.82%) CSS
4 10 (3.47%) Web Services
5 7 (2.43%) ASP.NET
5 7 (2.43%) LDAP
6 5 (1.74%) LAMP
6 5 (1.74%) Node.js
6 5 (1.74%) POSIX
7 4 (1.39%) .NET Framework
7 4 (1.39%) AngularJS
7 4 (1.39%) REST
8 3 (1.04%) 802.1X
8 3 (1.04%) jQuery
8 3 (1.04%) Vue.js
9 2 (0.69%) Angular 2
9 2 (0.69%) React
9 2 (0.69%) XML
10 1 (0.35%) COM
10 1 (0.35%) EJB
Miscellaneous
1 106 (36.81%) Self-Motivation
2 58 (20.14%) Cyberthreat
3 51 (17.71%) Cyber Kill Chain
4 25 (8.68%) Data Centre
5 24 (8.33%) Cyber Defence
5 24 (8.33%) Security Operations Centre
6 13 (4.51%) Analytical Mindset
7 10 (3.47%) Life Science
8 9 (3.13%) Driving Licence
9 8 (2.78%) PKI
9 8 (2.78%) Replication
10 7 (2.43%) Management Information System
11 5 (1.74%) Private Cloud
12 4 (1.39%) Cyberattack
12 4 (1.39%) Data Structures
13 3 (1.04%) Linux Command Line
13 3 (1.04%) Mobile App
13 3 (1.04%) Smartphone
13 3 (1.04%) User Experience
14 1 (0.35%) Enterprise Software
Operating Systems
1 37 (12.85%) Windows
2 36 (12.50%) Linux
3 14 (4.86%) Windows Server 2008
3 14 (4.86%) Windows Server 2012
4 8 (2.78%) Windows Server 2003
5 6 (2.08%) Windows Server
6 5 (1.74%) Red Hat Enterprise Linux
6 5 (1.74%) Unix
6 5 (1.74%) Windows XP
7 4 (1.39%) Mac OS
7 4 (1.39%) Ubuntu
8 3 (1.04%) Android
8 3 (1.04%) Embedded Linux
8 3 (1.04%) Mac OS X
8 3 (1.04%) Windows 10
9 2 (0.69%) CentOS
9 2 (0.69%) Windows 7
10 1 (0.35%) Apple iOS
Processes & Methodologies
1 161 (55.90%) Problem-Solving
2 70 (24.31%) Analytics
3 63 (21.88%) Cybersecurity
4 62 (21.53%) Information Security
5 57 (19.79%) SIEM
6 55 (19.10%) Cyber Intelligence
7 54 (18.75%) Data Loss Prevention
8 52 (18.06%) Risk Management
9 51 (17.71%) Cyber Threat Intelligence
9 51 (17.71%) Event Correlation
9 51 (17.71%) Security Operations
9 51 (17.71%) Threat Intelligence
10 35 (12.15%) Mentoring
11 34 (11.81%) Computer Science
11 34 (11.81%) Kalman Filter
12 32 (11.11%) Web Filtering
13 31 (10.76%) Agile Software Development
13 31 (10.76%) Change Control
14 30 (10.42%) Network Management
14 30 (10.42%) Vulnerability Assessment
Programming Languages
1 51 (17.71%) SQL
2 19 (6.60%) JavaScript
3 17 (5.90%) Python
4 14 (4.86%) PowerShell
5 13 (4.51%) T-SQL
6 12 (4.17%) C#
6 12 (4.17%) C++
7 11 (3.82%) PHP
8 6 (2.08%) Java
9 5 (1.74%) C
9 5 (1.74%) VBScript
10 4 (1.39%) ES6
10 4 (1.39%) R
10 4 (1.39%) TypeScript
10 4 (1.39%) X++
11 2 (0.69%) Ruby
11 2 (0.69%) VB.NET
12 1 (0.35%) MATLAB
12 1 (0.35%) Perl
12 1 (0.35%) VBA
Qualifications
1 89 (30.90%) Cisco Certification
2 59 (20.49%) CCNA
3 57 (19.79%) CISSP
4 50 (17.36%) Degree
5 33 (11.46%) CCNP
6 28 (9.72%) Microsoft Certification
6 28 (9.72%) SSCP
7 27 (9.38%) CCIE
7 27 (9.38%) CCSP
7 27 (9.38%) CSSLP
7 27 (9.38%) GCWN
7 27 (9.38%) GSEC
7 27 (9.38%) ISSAP
7 27 (9.38%) ISSEP
7 27 (9.38%) MCSE
7 27 (9.38%) RHCA
7 27 (9.38%) RHCE
7 27 (9.38%) VCAP
7 27 (9.38%) VCDX
7 27 (9.38%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 12 (4.17%) SLA
2 8 (2.78%) GDPR
3 7 (2.43%) QA
4 5 (1.74%) Cyber Essentials
4 5 (1.74%) PCI DSS
5 4 (1.39%) ISO/IEC 20000
6 2 (0.69%) ISO/IEC 27001
7 1 (0.35%) IEC 62304
7 1 (0.35%) ISO 13485
System Software
1 17 (5.90%) Active Directory
2 5 (1.74%) Hyper-V
3 2 (0.69%) VMware Infrastructure
4 1 (0.35%) Docker
4 1 (0.35%) Virtual Machines
Systems Management
1 51 (17.71%) RSA Security Analytics
2 29 (10.07%) Stealthwatch
3 8 (2.78%) SCCM
3 8 (2.78%) SCOM
4 5 (1.74%) Nessus
5 3 (1.04%) HP ALM
6 2 (0.69%) Ansible
7 1 (0.35%) Kubernetes
7 1 (0.35%) Puppet
Vendors
1 73 (25.35%) Microsoft
2 64 (22.22%) Cisco
3 56 (19.44%) Symantec
4 54 (18.75%) CheckPoint
5 51 (17.71%) Splunk
6 41 (14.24%) VMware
7 32 (11.11%) Red Hat
8 25 (8.68%) Avaya
8 25 (8.68%) Nokia
8 25 (8.68%) Nortel
8 25 (8.68%) Riverbed
9 24 (8.33%) Qualys
10 9 (3.13%) HP
11 8 (2.78%) CommVault
12 7 (2.43%) Google
13 6 (2.08%) Apple
14 5 (1.74%) Palo Alto
14 5 (1.74%) SolarWinds
14 5 (1.74%) Veeam
14 5 (1.74%) WatchGuard