Period
to 13 December 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Cambridge. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 13 December 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Cambridgeshire > Cambridge
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 52 40 34
Rank change year-on-year -12 -6 +4
Permanent jobs citing Analytical Skills 99 227 156
As % of all permanent IT jobs advertised in Cambridge 4.95% 7.10% 6.85%
As % of the Miscellaneous category 10.45% 15.29% 15.71%
Number of salaries quoted 76 180 161
Cambridge median annual salary £44,400 £46,902 £42,500
Median salary % change year-on-year -5.33% +10.36% -
10th Percentile £30,000 £31,250 £23,500
90th Percentile £66,250 £60,000 £63,750
Cambridgeshire median annual salary £40,000 £44,400 £42,500
% change year-on-year -9.91% +4.47% -

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 Cambridge with a requirement for generic IT skills.

All Generic IT Skills
Cambridge
Permanent vacancies with a requirement for generic IT skills 947 1,485 993
As % of all permanent IT jobs advertised in Cambridge 47.33% 46.46% 43.63%
Number of salaries quoted 709 1,061 816
Cambridge median annual salary £51,500 £50,000 £45,000
Median salary % change year-on-year +3.00% +11.11% +3.30%
10th Percentile £29,750 £30,000 £26,250
90th Percentile £74,000 £75,000 £72,500
Cambridgeshire median annual salary £47,500 £50,000 £45,000
% change year-on-year -5.00% +11.11% +5.88%

Analytical Skills
Job Vacancy Trend in Cambridge

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Analytical Skills in Cambridge

Analytical Skills
Salary Trend in Cambridge

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Cambridge.

Salary trend for Analytical Skills in Cambridge

Analytical Skills
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Analytical Skills in Cambridge over the 6 months to 13 December 2018.

Salary histogram for Analytical Skills in Cambridge

For the 6 months to 13 December 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 Cambridge region with a requirement for Analytical Skills.

1 34 (34.34%) Problem-Solving
2 29 (29.29%) SQL
3 26 (26.26%) Agile Software Development
4 23 (23.23%) Linux
5 22 (22.22%) Degree
6 21 (21.21%) Software Engineering
6 21 (21.21%) SQL Server
6 21 (21.21%) Machine Learning
7 17 (17.17%) Project Management
7 17 (17.17%) Microsoft
7 17 (17.17%) Mathematics
8 16 (16.16%) Finance
9 15 (15.15%) HTML
9 15 (15.15%) Windows
9 15 (15.15%) Artificial Intelligence
10 14 (14.14%) Computer Science
10 14 (14.14%) T-SQL
10 14 (14.14%) Analytics
11 12 (12.12%) GitHub
11 12 (12.12%) Collaborative Working
11 12 (12.12%) Decision-Making
11 12 (12.12%) JavaScript
11 12 (12.12%) Python
11 12 (12.12%) Scrum
12 11 (11.11%) CSS
12 11 (11.11%) Visual Studio
12 11 (11.11%) Physics
12 11 (11.11%) Retail
13 10 (10.10%) ITIL
13 10 (10.10%) CRM

Analytical Skills
Co-occurring IT Skills in Cambridge 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 (9.09%) SharePoint
2 3 (3.03%) MS Exchange
3 2 (2.02%) MS Project Server
3 2 (2.02%) SAS
3 2 (2.02%) Skype for Business
4 1 (1.01%) Apache Spark
4 1 (1.01%) Exchange Server 2010
4 1 (1.01%) Exchange Server 2013
Applications
1 8 (8.08%) MS Visio
2 6 (6.06%) Microsoft Project
3 5 (5.05%) Microsoft Excel
4 4 (4.04%) Microsoft Office
Business Applications
1 2 (2.02%) Dynamics AX
1 2 (2.02%) Dynamics CRM
1 2 (2.02%) Dynamics NAV
1 2 (2.02%) Endur
1 2 (2.02%) Unit4 Business World
2 1 (1.01%) NetSuite
Cloud Services
1 12 (12.12%) GitHub
2 6 (6.06%) Google Analytics
2 6 (6.06%) Google Tag Manager
3 5 (5.05%) AdWords
3 5 (5.05%) Amazon AWS
3 5 (5.05%) Office 365
4 4 (4.04%) Dynamics 365
5 2 (2.02%) SaaS
Communications & Networking
1 4 (4.04%) Wireless
2 3 (3.03%) 802.11
2 3 (3.03%) Firewall
2 3 (3.03%) Internet
2 3 (3.03%) LAN
2 3 (3.03%) VoIP
2 3 (3.03%) WAN
3 2 (2.02%) DHCP
3 2 (2.02%) DNS
3 2 (2.02%) MPLS
3 2 (2.02%) Skype
3 2 (2.02%) Wireshark
4 1 (1.01%) ADSL
4 1 (1.01%) Cisco ASA
4 1 (1.01%) Ethernet
4 1 (1.01%) SNMP
4 1 (1.01%) VLAN
4 1 (1.01%) VPN
Database & Business Intelligence
1 21 (21.21%) SQL Server
2 6 (6.06%) MySQL
3 5 (5.05%) Big Data
3 5 (5.05%) Relational Database
4 4 (4.04%) MongoDB
4 4 (4.04%) SQL Server Integration Services
5 3 (3.03%) Hadoop
5 3 (3.03%) Power BI
6 2 (2.02%) Data Warehouse
6 2 (2.02%) NoSQL
6 2 (2.02%) SQL Server Reporting Services
6 2 (2.02%) SSDT
7 1 (1.01%) Apache Hive
7 1 (1.01%) Base SAS
7 1 (1.01%) BusinessObjects
7 1 (1.01%) Pentaho
7 1 (1.01%) PostgreSQL
7 1 (1.01%) QlikView
7 1 (1.01%) Sqoop
7 1 (1.01%) Text Mining
Development Applications
1 11 (11.11%) Visual Studio
2 7 (7.07%) JIRA
3 6 (6.06%) ReSharper
4 4 (4.04%) TeamCity
5 3 (3.03%) Git (software)
5 3 (3.03%) Selenium
6 2 (2.02%) WebDriver
7 1 (1.01%) Hudson
7 1 (1.01%) Jasmine
7 1 (1.01%) Mocha
7 1 (1.01%) Subversion
7 1 (1.01%) Team Foundation Server
7 1 (1.01%) Visual Studio Coded UI
General
1 16 (16.16%) Finance
2 11 (11.11%) Retail
3 9 (9.09%) Law
4 6 (6.06%) Marketing
4 6 (6.06%) Publishing
5 5 (5.05%) Advertising
6 3 (3.03%) Manufacturing
7 2 (2.02%) Banking
7 2 (2.02%) Pharmaceutical
7 2 (2.02%) Spanish Language
8 1 (1.01%) Financial Institution
8 1 (1.01%) French Language
8 1 (1.01%) Legal
Job Titles
1 20 (20.20%) Analyst
2 12 (12.12%) Developer
2 12 (12.12%) Graduate
3 10 (10.10%) Software Developer
3 10 (10.10%) Software Engineer
4 6 (6.06%) Consultant
4 6 (6.06%) Digital Marketing Manager
4 6 (6.06%) Marketing Manager
4 6 (6.06%) Principal Developer
4 6 (6.06%) Principal Software Developer
4 6 (6.06%) Team Leader
4 6 (6.06%) Technical Leader
5 5 (5.05%) Business Process Analyst
5 5 (5.05%) Process Analyst
6 4 (4.04%) Business Process Writer
6 4 (4.04%) C# Software Engineer
6 4 (4.04%) Change Manager
6 4 (4.04%) Development Team Leader
6 4 (4.04%) ITIL Change Manager
6 4 (4.04%) Senior Manager
Libraries, Frameworks & Software Standards
1 15 (15.15%) HTML
2 11 (11.11%) CSS
3 9 (9.09%) .NET
4 6 (6.06%) .NET Framework
5 4 (4.04%) AngularJS
6 3 (3.03%) 802.1X
6 3 (3.03%) Node.js
7 2 (2.02%) Angular 2
7 2 (2.02%) LDAP
7 2 (2.02%) Natural Language Processing
7 2 (2.02%) React
8 1 (1.01%) COM
8 1 (1.01%) CSS3
8 1 (1.01%) HTML5
8 1 (1.01%) Kafka
8 1 (1.01%) REST
8 1 (1.01%) Ruby on Rails
8 1 (1.01%) TensorFlow
8 1 (1.01%) Vue.js
8 1 (1.01%) Web Services
Miscellaneous
1 8 (8.08%) Self-Motivation
2 6 (6.06%) Life Science
3 5 (5.05%) Analytical Mindset
4 3 (3.03%) Linux Command Line
5 2 (2.02%) Driving Licence
5 2 (2.02%) Management Information System
5 2 (2.02%) Smartphone
5 2 (2.02%) Video Conferencing
6 1 (1.01%) Algorithms
6 1 (1.01%) Enterprise Software
6 1 (1.01%) FMCG
Operating Systems
1 23 (23.23%) Linux
2 15 (15.15%) Windows
3 5 (5.05%) Unix
4 3 (3.03%) Embedded Linux
4 3 (3.03%) Mac OS
4 3 (3.03%) Ubuntu
5 2 (2.02%) CentOS
5 2 (2.02%) Mac OS X
5 2 (2.02%) Windows 10
5 2 (2.02%) Windows 7
6 1 (1.01%) Android
6 1 (1.01%) Windows Server
6 1 (1.01%) Windows Server 2008
6 1 (1.01%) Windows Server 2012
Processes & Methodologies
1 34 (34.34%) Problem-Solving
2 26 (26.26%) Agile Software Development
3 21 (21.21%) Machine Learning
3 21 (21.21%) Software Engineering
4 17 (17.17%) Mathematics
4 17 (17.17%) Project Management
5 15 (15.15%) Artificial Intelligence
6 14 (14.14%) Analytics
6 14 (14.14%) Computer Science
7 12 (12.12%) Collaborative Working
7 12 (12.12%) Decision-Making
7 12 (12.12%) Scrum
8 11 (11.11%) Physics
9 10 (10.10%) CRM
9 10 (10.10%) ITIL
10 8 (8.08%) Refactoring
10 8 (8.08%) Release Management
10 8 (8.08%) Service Management
10 8 (8.08%) Statistics
10 8 (8.08%) Test Automation
Programming Languages
1 29 (29.29%) SQL
2 14 (14.14%) T-SQL
3 12 (12.12%) JavaScript
3 12 (12.12%) Python
4 9 (9.09%) C#
5 5 (5.05%) C++
5 5 (5.05%) PHP
6 4 (4.04%) Java
6 4 (4.04%) R
6 4 (4.04%) TypeScript
7 2 (2.02%) MATLAB
7 2 (2.02%) PowerShell
7 2 (2.02%) VBA
8 1 (1.01%) C
8 1 (1.01%) ES6
8 1 (1.01%) Java 8
8 1 (1.01%) Ruby
8 1 (1.01%) VB.NET
Qualifications
1 22 (22.22%) Degree
2 7 (7.07%) PhD
3 6 (6.06%) Cisco Certification
3 6 (6.06%) PMP
4 4 (4.04%) Computer Science Degree
5 3 (3.03%) CCNA
6 2 (2.02%) ITIL Certification
6 2 (2.02%) JNCIA
6 2 (2.02%) MCP
6 2 (2.02%) PMI Certification
7 1 (1.01%) CCNP
7 1 (1.01%) JNCIP
7 1 (1.01%) Master's Degree
7 1 (1.01%) Numerate Degree
7 1 (1.01%) SAS Certification
Quality Assurance & Compliance
1 8 (8.08%) QA
2 7 (7.07%) GDPR
3 4 (4.04%) ISO/IEC 20000
4 3 (3.03%) SLA
5 1 (1.01%) IEC 62304
5 1 (1.01%) ISO 13485
System Software
1 2 (2.02%) Active Directory
2 1 (1.01%) Apache Flume
2 1 (1.01%) Docker
2 1 (1.01%) Virtual Machines
Systems Management
1 2 (2.02%) Ansible
1 2 (2.02%) HP ALM
1 2 (2.02%) SCCM
1 2 (2.02%) SCSM
2 1 (1.01%) Kubernetes
2 1 (1.01%) Puppet
Vendors
1 17 (17.17%) Microsoft
2 6 (6.06%) Google
3 5 (5.05%) Cisco
4 3 (3.03%) HP
4 3 (3.03%) SAP
5 2 (2.02%) Bomgar
5 2 (2.02%) Citrix
5 2 (2.02%) Hortonworks
5 2 (2.02%) Juniper
5 2 (2.02%) OpenLink
5 2 (2.02%) Oracle
5 2 (2.02%) Snow
5 2 (2.02%) Tableau
6 1 (1.01%) Draytek
6 1 (1.01%) Huawei
6 1 (1.01%) JD Edwards
6 1 (1.01%) Meraki
6 1 (1.01%) Salesforce.com
6 1 (1.01%) SonicWALL