Period
to 20 August 2019

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 20 August 2019 with a comparison to the same period in the previous 2 years.

Analytics
Cambridgeshire > Cambridge
6 months to
20 Aug 2019
Same period 2018 Same period 2017
Rank 43 76 103
Rank change year-on-year +33 +27 -41
Permanent jobs citing Analytics 95 90 70
As % of all permanent IT jobs advertised in Cambridge 6.23% 3.54% 2.61%
As % of the Processes & Methodologies category 6.51% 3.73% 2.84%
Number of salaries quoted 47 65 53
Cambridge median annual salary £50,000 £55,000 £45,000
Median salary % change year-on-year -9.09% +22.22% -10.00%
10th Percentile £42,000 £39,241 £31,250
90th Percentile £72,500 £67,500 £67,000
Cambridgeshire median annual salary £50,000 £52,500 £46,500
% change year-on-year -4.76% +12.90% -2.11%

Analytics is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 1,459 2,413 2,462
As % of all permanent IT jobs advertised in Cambridge 95.61% 95.04% 91.93%
Number of salaries quoted 934 1,637 1,868
Cambridge median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £31,250 £27,500 £27,500
90th Percentile £73,750 £70,000 £71,250
Cambridgeshire median annual salary £50,000 £45,139 £45,000
% change year-on-year +10.77% +0.31% -

Analytics
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Analytics in Cambridge

Analytics
Salary Trend in Cambridge

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

Salary trend for Analytics in Cambridge

Analytics
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Analytics in Cambridge over the 6 months to 20 August 2019.

Salary histogram for Analytics in Cambridge

For the 6 months to 20 August 2019, IT jobs citing Analytics 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 Analytics.

1 35 (36.84%) JavaScript
2 34 (35.79%) Agile Software Development
3 29 (30.53%) Degree
4 27 (28.42%) User Experience
5 26 (27.37%) Computer Science
5 26 (27.37%) Python
6 25 (26.32%) SQL
7 24 (25.26%) Smartphone
8 23 (24.21%) Microsoft Azure
9 21 (22.11%) OO
10 20 (21.05%) Software Engineering
10 20 (21.05%) Mathematics
10 20 (21.05%) Continuous Integration
11 19 (20.00%) Games
12 18 (18.95%) Test Automation
12 18 (18.95%) Self-Motivation
13 16 (16.84%) Mobile App
13 16 (16.84%) Web Services
14 15 (15.79%) HTML
14 15 (15.79%) Linux
14 15 (15.79%) CSS
14 15 (15.79%) Mentoring
14 15 (15.79%) Front End Development
15 14 (14.74%) SDLC
15 14 (14.74%) Translating Business Requirements
15 14 (14.74%) WorldPay
15 14 (14.74%) RESTful
15 14 (14.74%) Balsamiq
15 14 (14.74%) OmniGraffle
15 14 (14.74%) Axure RP

Analytics
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 5 (5.26%) SharePoint
2 3 (3.16%) Apache Spark
Applications
1 14 (14.74%) OmniGraffle
2 4 (4.21%) GNU Octave
2 4 (4.21%) Microsoft Excel
3 2 (2.11%) Chatbot
3 2 (2.11%) Spreadsheet
Business Applications
1 7 (7.37%) NetSuite
2 5 (5.26%) Dynamics CRM
3 3 (3.16%) Dynamics AX
3 3 (3.16%) SAP HR
Cloud Services
1 23 (24.21%) Microsoft Azure
2 9 (9.47%) Amazon AWS
2 9 (9.47%) Dynamics 365
3 8 (8.42%) Power Platform
4 5 (5.26%) Microsoft Flow
4 5 (5.26%) PowerApps
4 5 (5.26%) SaaS
5 3 (3.16%) Amazon EMR
5 3 (3.16%) Amazon S3
5 3 (3.16%) Amazon SQS
5 3 (3.16%) npm
6 1 (1.05%) Google Cloud Platform
Communications & Networking
1 14 (14.74%) DAB
2 4 (4.21%) 802.11
2 4 (4.21%) BGP
2 4 (4.21%) LAN
2 4 (4.21%) OSPF
2 4 (4.21%) TCP/IP
2 4 (4.21%) VRRP
2 4 (4.21%) WAN
3 3 (3.16%) Firewall
3 3 (3.16%) VPN
3 3 (3.16%) Wireless
4 1 (1.05%) DHCP
Database & Business Intelligence
1 9 (9.47%) Big Data
1 9 (9.47%) Relational Database
1 9 (9.47%) SQL Server
2 8 (8.42%) Power BI
3 5 (5.26%) MongoDB
3 5 (5.26%) NoSQL
3 5 (5.26%) PostgreSQL
4 4 (4.21%) MySQL
5 3 (3.16%) Amazon Aurora
5 3 (3.16%) Amazon Redshift
5 3 (3.16%) Apache Hive
5 3 (3.16%) Star Schema
6 2 (2.11%) ArangoDB
7 1 (1.05%) Hadoop
7 1 (1.05%) HBase
7 1 (1.05%) MS Access
Development Applications
1 14 (14.74%) Axure RP
1 14 (14.74%) Balsamiq
2 11 (11.58%) Git (software)
3 8 (8.42%) NUnit
3 8 (8.42%) Visual Studio
4 5 (5.26%) Selenium
4 5 (5.26%) Visual Studio Team System
5 4 (4.21%) Jenkins
6 3 (3.16%) Bower
6 3 (3.16%) Sonatype Nexus
7 2 (2.11%) GitLab
8 1 (1.05%) Atlassian Bamboo
General
1 19 (20.00%) Games
2 14 (14.74%) Retail
3 11 (11.58%) Finance
4 9 (9.47%) Pharmaceutical
5 6 (6.32%) Manufacturing
6 3 (3.16%) Multimedia
6 3 (3.16%) Telecoms
7 1 (1.05%) Marketing
Job Titles
1 41 (43.16%) Developer
2 15 (15.79%) Software Developer
3 14 (14.74%) Designer
3 14 (14.74%) Digital Designer
3 14 (14.74%) Digital UX Designer
3 14 (14.74%) UI Designer
3 14 (14.74%) UI/UX Designer
3 14 (14.74%) UX Designer
4 10 (10.53%) Full Stack Developer
5 9 (9.47%) Senior Developer
5 9 (9.47%) Senior Software Developer
6 6 (6.32%) Front End Developer (Client-Side Developer)
6 6 (6.32%) Python Developer
7 5 (5.26%) .NET Software Developer
7 5 (5.26%) C# .NET Developer
7 5 (5.26%) C# Software Developer
7 5 (5.26%) CRM Developer
7 5 (5.26%) Dynamics CRM Developer
7 5 (5.26%) JavaScript Developer
7 5 (5.26%) Technical Leader
Libraries, Frameworks & Software Standards
1 16 (16.84%) Web Services
2 15 (15.79%) CSS
2 15 (15.79%) HTML
3 14 (14.74%) RESTful
4 11 (11.58%) .NET
4 11 (11.58%) Node.js
4 11 (11.58%) React
5 10 (10.53%) AngularJS
6 8 (8.42%) ASP.NET
6 8 (8.42%) ASP.NET MVC
6 8 (8.42%) jQuery
6 8 (8.42%) Velocity
6 8 (8.42%) WCF
6 8 (8.42%) WinForms
6 8 (8.42%) WPF
7 6 (6.32%) Express
8 5 (5.26%) Django
8 5 (5.26%) HTML5 Canvas
8 5 (5.26%) MEAN Stack
8 5 (5.26%) Redux
Miscellaneous
1 27 (28.42%) User Experience
2 24 (25.26%) Smartphone
3 18 (18.95%) Self-Motivation
4 16 (16.84%) Mobile App
5 11 (11.58%) Life Science
6 9 (9.47%) Algorithms
7 7 (7.37%) Analytical Skills
8 5 (5.26%) Mobile Computing
9 4 (4.21%) W3C
9 4 (4.21%) Web 2.0
10 3 (3.16%) Client/Server
10 3 (3.16%) Data Structures
11 1 (1.05%) Cybercrime
11 1 (1.05%) Linux Command Line
Operating Systems
1 15 (15.79%) Linux
2 7 (7.37%) Unix
2 7 (7.37%) Windows
3 6 (6.32%) Windows Server
4 4 (4.21%) Debian
4 4 (4.21%) Red Hat Enterprise Linux
Processes & Methodologies
1 34 (35.79%) Agile Software Development
2 26 (27.37%) Computer Science
3 21 (22.11%) OO
4 20 (21.05%) Continuous Integration
4 20 (21.05%) Mathematics
4 20 (21.05%) Software Engineering
5 18 (18.95%) Test Automation
6 15 (15.79%) Front End Development
6 15 (15.79%) Mentoring
7 14 (14.74%) Customer Requirements
7 14 (14.74%) SDLC
7 14 (14.74%) Translating Business Requirements
7 14 (14.74%) Wireframes
8 13 (13.68%) Scrum
9 12 (12.63%) Data Modelling
9 12 (12.63%) Visualisation
10 11 (11.58%) Artificial Intelligence
10 11 (11.58%) MVC
10 11 (11.58%) Refactoring
11 10 (10.53%) Unit Testing
Programming Languages
1 35 (36.84%) JavaScript
2 26 (27.37%) Python
3 25 (26.32%) SQL
4 14 (14.74%) C#
5 11 (11.58%) Java
6 8 (8.42%) C
7 4 (4.21%) MATLAB
7 4 (4.21%) Perl
7 4 (4.21%) R
8 3 (3.16%) C++
8 3 (3.16%) ES6
9 2 (2.11%) Go
9 2 (2.11%) PHP
10 1 (1.05%) VB
10 1 (1.05%) VBA
Qualifications
1 29 (30.53%) Degree
2 8 (8.42%) Computer Science Degree
3 2 (2.11%) CCNA
3 2 (2.11%) CCNP
3 2 (2.11%) Cisco Certification
3 2 (2.11%) Master's Degree
Quality Assurance & Compliance
1 5 (5.26%) GDPR
2 4 (4.21%) WAI
3 3 (3.16%) Data Quality
System Software
1 8 (8.42%) Firmware
2 6 (6.32%) VMware Infrastructure
3 4 (4.21%) Active Directory
4 2 (2.11%) Hyper-V
5 1 (1.05%) Docker
Systems Management
1 5 (5.26%) Kubernetes
2 3 (3.16%) Ansible
2 3 (3.16%) Terraform
3 1 (1.05%) Nagios
3 1 (1.05%) Opscode Chef
3 1 (1.05%) Puppet
Vendors
1 14 (14.74%) Microsoft
1 14 (14.74%) WorldPay
2 7 (7.37%) JD Edwards
3 6 (6.32%) VMware
4 4 (4.21%) Citrix
4 4 (4.21%) Red Hat
5 3 (3.16%) Aruba
5 3 (3.16%) CheckPoint
5 3 (3.16%) SAP
6 2 (2.11%) Cisco
6 2 (2.11%) Google
6 2 (2.11%) Palo Alto
7 1 (1.05%) SolarWinds
7 1 (1.05%) Splunk