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 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Analytics
Cambridgeshire / Cambridge
Rank 82 84 74
Rank change year-on-year +2 -10  
Permanent jobs citing Analytics 24 31 36
As % of all permanent IT jobs advertised in Cambridge 1.97% 2.09% 2.50%
As % of the Processes & Methodologies category 2.15% 2.32% 2.99%
Number of salaries quoted 23 31 28
Median salary £52,500 £50,000 £55,000
Median salary % change year-on-year +5.00% -9.09%  
90% offered a salary of more than £34,000 £39,500 £38,500
10% offered a salary of more than £62,000 £60,000 £71,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridge
Permanent job vacancies with a requirement for process and methodology skills 1116 1336 1206
As % of all permanent IT job vacancies advertised in Cambridge 91.55% 90.27% 83.75%
Number of salaries quoted 835 1021 987
Median salary £46,000 £44,500 £45,000
Median salary % change year-on-year +3.37% -1.11%  
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £70,000 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Analytics
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 25 March 2017.

Salary histogram for Analytics in Cambridge

Analytics
Top 30 Related IT Skills in Cambridge

For the 6 months to 25 March 2017, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridge region with a requirement for Analytics.

1 33 (52.38%) Python
2 29 (46.03%) JavaScript
3 26 (41.27%) Software Engineering
4 24 (38.10%) Degree
5 21 (33.33%) Mathematics
6 20 (31.75%) Linux
7 19 (30.16%) Java
7 19 (30.16%) SQL
8 18 (28.57%) Finance
9 16 (25.40%) Agile Software Development
9 16 (25.40%) Statistics
10 15 (23.81%) OO
11 13 (20.63%) Unit Testing
12 12 (19.05%) Big Data
12 12 (19.05%) Unix
12 12 (19.05%) C++
12 12 (19.05%) Business Intelligence
13 11 (17.46%) ETL
13 11 (17.46%) Pharmaceutical
13 11 (17.46%) HTML
13 11 (17.46%) C#
13 11 (17.46%) CSS
13 11 (17.46%) Data Analytics
14 10 (15.87%) Algorithms
14 10 (15.87%) Oracle BI EE
14 10 (15.87%) WPF
14 10 (15.87%) Spotfire
14 10 (15.87%) XML
14 10 (15.87%) Data Modelling
14 10 (15.87%) BusinessObjects

Analytics
Top Related 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 7 (11.11%) Apache Spark
2 6 (9.52%) Elasticsearch
3 4 (6.35%) NServiceBus
4 2 (3.17%) OpenStack
Applications
1 3 (4.76%) MS Excel
1 3 (4.76%) MS Office
Business Applications
1 3 (4.76%) Oracle BPM
2 1 (1.59%) Salesforce.com CRM
2 1 (1.59%) SAP CO
2 1 (1.59%) SAP FI
2 1 (1.59%) SAP FI/CO
Cloud Services
1 4 (6.35%) Amazon AWS
2 3 (4.76%) Google Analytics
3 2 (3.17%) Cloud Computing
Communications & Networking
1 5 (7.94%) Internet
2 3 (4.76%) Wireless
3 2 (3.17%) Firewall
3 2 (3.17%) HTTP
3 2 (3.17%) SSL
Database & Business Intelligence
1 12 (19.05%) Big Data
2 10 (15.87%) BusinessObjects
2 10 (15.87%) Lumira
2 10 (15.87%) Oracle BI EE
2 10 (15.87%) Spotfire
3 8 (12.70%) NoSQL
4 7 (11.11%) MySQL
5 4 (6.35%) Data Mining
5 4 (6.35%) Data Warehouse
5 4 (6.35%) Neo4j
5 4 (6.35%) SQL Server
6 3 (4.76%) Data Lake
6 3 (4.76%) SAP BW
7 2 (3.17%) Apache Hive
7 2 (3.17%) Hadoop
7 2 (3.17%) MongoDB
7 2 (3.17%) PostgreSQL
8 1 (1.59%) Geospatial Data
8 1 (1.59%) GIS
8 1 (1.59%) Text Mining
Development Applications
1 9 (14.29%) Oracle APEX
2 6 (9.52%) NUnit
2 6 (9.52%) Selenium
2 6 (9.52%) Team Foundation Server
3 5 (7.94%) Git (software)
4 4 (6.35%) PhantomJS
4 4 (6.35%) Subversion
5 3 (4.76%) JIRA
6 2 (3.17%) Eclipse
6 2 (3.17%) Jasmine
6 2 (3.17%) JUnit
6 2 (3.17%) Karma Test Runner
6 2 (3.17%) Mocha
7 1 (1.59%) Talend Open Studio
General
1 18 (28.57%) Finance
2 11 (17.46%) Pharmaceutical
3 4 (6.35%) Marketing
4 3 (4.76%) Advertising
5 2 (3.17%) Electronics
5 2 (3.17%) Games
6 1 (1.59%) Banking
6 1 (1.59%) Telecoms
Job Titles
1 30 (47.62%) Developer
2 9 (14.29%) Java Developer
2 9 (14.29%) Software Developer
3 8 (12.70%) Data Scientist
4 6 (9.52%) Software Test Engineer
4 6 (9.52%) Test Engineer
5 5 (7.94%) Analyst
5 5 (7.94%) Data Engineer
5 5 (7.94%) Developer in Test
5 5 (7.94%) JavaScript Developer
6 4 (6.35%) Business Intelligence Analyst
6 4 (6.35%) C# Developer
6 4 (6.35%) Senior Developer
6 4 (6.35%) Senior Software Developer
7 3 (4.76%) Full Stack Developer
7 3 (4.76%) Operations Manager
7 3 (4.76%) PHP Developer
7 3 (4.76%) Security Manager
7 3 (4.76%) Software Engineer
7 3 (4.76%) Support Specialist
Libraries, Frameworks & Software Standards
1 11 (17.46%) CSS
1 11 (17.46%) HTML
2 10 (15.87%) WPF
2 10 (15.87%) XML
3 9 (14.29%) HTML5
4 6 (9.52%) D3.js
4 6 (9.52%) Node.js
4 6 (9.52%) Web Services
5 5 (7.94%) CSS3
5 5 (7.94%) Natural Language Processing
5 5 (7.94%) REST
5 5 (7.94%) RESTful
6 4 (6.35%) .NET
6 4 (6.35%) ASP.NET
6 4 (6.35%) ASP.NET MVC
6 4 (6.35%) ASP.NET Web API
6 4 (6.35%) JSON
6 4 (6.35%) ServiceStack
6 4 (6.35%) SignalR
6 4 (6.35%) WCF
Miscellaneous
1 10 (15.87%) Algorithms
2 9 (14.29%) Computer Science
3 7 (11.11%) Analytical Skills
3 7 (11.11%) Social Media
4 4 (6.35%) Clustering
4 4 (6.35%) Life Science
4 4 (6.35%) Social Network
5 3 (4.76%) Security Operations Centre
5 3 (4.76%) W3C
5 3 (4.76%) Web 2.0
6 2 (3.17%) Linux Command Line
6 2 (3.17%) Smart Home
6 2 (3.17%) User Experience
7 1 (1.59%) Client/Server
7 1 (1.59%) Embedded Systems
7 1 (1.59%) Handset
7 1 (1.59%) Internet of Things
7 1 (1.59%) Management Information System
7 1 (1.59%) Online Games
7 1 (1.59%) Private Cloud
Operating Systems
1 20 (31.75%) Linux
2 12 (19.05%) Unix
3 9 (14.29%) Windows
4 3 (4.76%) Windows Server
Processes & Methodologies
1 26 (41.27%) Software Engineering
2 21 (33.33%) Mathematics
3 16 (25.40%) Agile Software Development
3 16 (25.40%) Statistics
4 15 (23.81%) OO
5 13 (20.63%) Unit Testing
6 12 (19.05%) Business Intelligence
7 11 (17.46%) Data Analytics
7 11 (17.46%) ETL
8 10 (15.87%) Data Modelling
9 9 (14.29%) Machine Learning
10 8 (12.70%) SDLC
10 8 (12.70%) Test Automation
11 7 (11.11%) Business Analysis
12 6 (9.52%) Capital Modelling
12 6 (9.52%) Code Coverage
12 6 (9.52%) Exploratory Testing
12 6 (9.52%) Financial Modelling
12 6 (9.52%) Physics
12 6 (9.52%) Regression Testing
Programming Languages
1 33 (52.38%) Python
2 29 (46.03%) JavaScript
3 19 (30.16%) Java
3 19 (30.16%) SQL
4 12 (19.05%) C++
5 11 (17.46%) C#
6 9 (14.29%) PL/SQL
6 9 (14.29%) R
6 9 (14.29%) VBA
7 6 (9.52%) Perl
8 4 (6.35%) PHP
9 3 (4.76%) C
10 2 (3.17%) Ruby
10 2 (3.17%) Scala
11 1 (1.59%) Bash Shell
11 1 (1.59%) MATLAB
11 1 (1.59%) PowerShell
Qualifications
1 24 (38.10%) Degree
2 3 (4.76%) CISM
2 3 (4.76%) CISSP
3 1 (1.59%) PhD
3 1 (1.59%) Postgraduate
Quality Assurance & Compliance
1 3 (4.76%) WAI
2 2 (3.17%) QA
Vendors
1 9 (14.29%) Microsoft
1 9 (14.29%) Oracle
2 5 (7.94%) TOWER Software
3 4 (6.35%) Google
3 4 (6.35%) SAP
4 3 (4.76%) Cognos
4 3 (4.76%) Hyperion
4 3 (4.76%) Tableau
5 1 (1.59%) Cognizant
5 1 (1.59%) Salesforce.com
5 1 (1.59%) Talend
5 1 (1.59%) Vertica
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to c£50,000 + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £36,000 to £55,000 per annum health + pension + 25 days holiday
Posted: 4 days ago
Cambridge, Cambridgeshire
Client Server
Salary: £85k to £100k + benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £80k DoE + top benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Greywood Associates Limited
Salary: £30000 - £38000 per annum + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Ping IT Recruitment ltd
Salary: From £18,000 to £24,000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits + bonus
Posted: 22 days ago