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 27 June 2017 with a comparison to the same period in the previous 2 years.

Analytics
Cambridgeshire / Cambridge
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 95 65 97
Rank change year-on-year -30 +32  
Permanent jobs citing Analytics 27 43 18
As % of all permanent IT jobs advertised in Cambridge 1.95% 3.64% 1.27%
As % of the Processes & Methodologies category 2.21% 4.09% 1.46%
Number of salaries quoted 17 37 18
Median salary £52,500 £45,000 £43,750
Median salary % change year-on-year +16.66% +2.85%  
90% offered a salary of more than £45,300 £34,000 £30,500
10% offered a salary of more than £72,000 £61,000 £46,000
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year +4.44% +5.88%  

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 1221 1051 1231
As % of all permanent IT job vacancies advertised in Cambridge 88.03% 88.99% 86.69%
Number of salaries quoted 928 873 1039
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.55%  
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £70,000 £55,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 27 June 2017.

Salary histogram for Analytics in Cambridge

For the 6 months to 27 June 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 26 (50.98%) Software Engineering
2 22 (43.14%) Statistics
2 22 (43.14%) C#
3 20 (39.22%) Test Automation
4 18 (35.29%) Mathematics
4 18 (35.29%) WPF
5 17 (33.33%) Unit Testing
5 17 (33.33%) SQL
5 17 (33.33%) Finance
6 16 (31.37%) Microsoft
6 16 (31.37%) Agile Software Development
7 15 (29.41%) OO
8 14 (27.45%) JavaScript
9 13 (25.49%) Python
9 13 (25.49%) NUnit
9 13 (25.49%) Financial Modelling
9 13 (25.49%) Computer Science
9 13 (25.49%) Algorithms
9 13 (25.49%) SDLC
10 12 (23.53%) User Stories
10 12 (23.53%) Data Analysis
10 12 (23.53%) SQL Server
11 11 (21.57%) .NET
11 11 (21.57%) Google
11 11 (21.57%) Social Media
11 11 (21.57%) Big Data
12 10 (19.61%) Degree
13 9 (17.65%) Marketing
13 9 (17.65%) WCF
13 9 (17.65%) Performance Testing

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 9 (17.65%) Elasticsearch
2 7 (13.73%) NServiceBus
3 3 (5.88%) Apache Spark
4 1 (1.96%) OpenStack
Applications
1 4 (7.84%) Microsoft Office
2 3 (5.88%) Microsoft Excel
Cloud Services
1 4 (7.84%) Google Analytics
2 3 (5.88%) Microsoft Azure
3 1 (1.96%) Amazon AWS
Communications & Networking
1 7 (13.73%) Internet
Database & Business Intelligence
1 12 (23.53%) SQL Server
2 11 (21.57%) Big Data
3 7 (13.73%) Geospatial Data
3 7 (13.73%) GIS
3 7 (13.73%) MySQL
3 7 (13.73%) Neo4j
3 7 (13.73%) NoSQL
3 7 (13.73%) Relational Database
4 3 (5.88%) Oracle BI EE
5 2 (3.92%) BusinessObjects
5 2 (3.92%) Crystal Reports
5 2 (3.92%) Data Mining
5 2 (3.92%) Lumira
5 2 (3.92%) MongoDB
5 2 (3.92%) Spotfire
6 1 (1.96%) Apache Hive
6 1 (1.96%) Data Warehouse
6 1 (1.96%) Hadoop
6 1 (1.96%) PostgreSQL
6 1 (1.96%) SQL Server Analysis Services
Development Applications
1 13 (25.49%) NUnit
2 9 (17.65%) Team Foundation Server
3 8 (15.69%) Selenium
4 7 (13.73%) PhantomJS
5 2 (3.92%) Git (software)
5 2 (3.92%) Oracle APEX
5 2 (3.92%) Visual Studio
6 1 (1.96%) Eclipse
6 1 (1.96%) JUnit
6 1 (1.96%) Subversion
General
1 17 (33.33%) Finance
2 9 (17.65%) Marketing
3 4 (7.84%) Advertising
4 2 (3.92%) Pharmaceutical
5 1 (1.96%) Banking
5 1 (1.96%) Games
5 1 (1.96%) Retail
5 1 (1.96%) Telecoms
Job Titles
1 28 (54.90%) Developer
2 12 (23.53%) Software Developer
3 9 (17.65%) C# Developer
4 8 (15.69%) Developer in Test
5 7 (13.73%) Analytics Developer
5 7 (13.73%) Report Developer
6 6 (11.76%) Software Test Engineer
6 6 (11.76%) Test Engineer
7 5 (9.80%) Architect
7 5 (9.80%) JavaScript Developer
8 4 (7.84%) Digital Marketer
8 4 (7.84%) Senior Developer
8 4 (7.84%) Senior Software Developer
9 3 (5.88%) C# Software Developer
9 3 (5.88%) Data Engineer
9 3 (5.88%) Data Scientist
9 3 (5.88%) Java Developer
9 3 (5.88%) Senior C# Developer
9 3 (5.88%) Senior C# Software Developer
10 2 (3.92%) Data Analyst
Libraries, Frameworks & Software Standards
1 18 (35.29%) WPF
2 11 (21.57%) .NET
3 9 (17.65%) WCF
4 8 (15.69%) ASP.NET
4 8 (15.69%) ASP.NET MVC
5 7 (13.73%) ASP.NET Web API
5 7 (13.73%) CSS
5 7 (13.73%) D3.js
5 7 (13.73%) Google Maps API
5 7 (13.73%) HTML
5 7 (13.73%) HTML5
5 7 (13.73%) KnockoutJS
5 7 (13.73%) Natural Language Processing
5 7 (13.73%) Node.js
5 7 (13.73%) ServiceStack
5 7 (13.73%) SignalR
6 2 (3.92%) Velocity
6 2 (3.92%) WinForms
6 2 (3.92%) XML
7 1 (1.96%) RESTful
Miscellaneous
1 13 (25.49%) Algorithms
1 13 (25.49%) Computer Science
2 11 (21.57%) Social Media
3 7 (13.73%) Clustering
3 7 (13.73%) Management Information System
3 7 (13.73%) Social Network
4 3 (5.88%) Analytical Skills
5 1 (1.96%) Client/Server
5 1 (1.96%) Data Protection Act
5 1 (1.96%) Embedded Systems
5 1 (1.96%) Private Cloud
Operating Systems
1 5 (9.80%) Linux
2 3 (5.88%) Windows
3 2 (3.92%) Unix
Processes & Methodologies
1 26 (50.98%) Software Engineering
2 22 (43.14%) Statistics
3 20 (39.22%) Test Automation
4 18 (35.29%) Mathematics
5 17 (33.33%) Unit Testing
6 16 (31.37%) Agile Software Development
7 15 (29.41%) OO
8 13 (25.49%) Financial Modelling
8 13 (25.49%) SDLC
9 12 (23.53%) Data Analysis
9 12 (23.53%) User Stories
10 9 (17.65%) Code Coverage
10 9 (17.65%) Exploratory Testing
10 9 (17.65%) MVC
10 9 (17.65%) MVVM
10 9 (17.65%) Performance Testing
10 9 (17.65%) Regression Testing
10 9 (17.65%) Test Strategy
11 8 (15.69%) Machine Learning
11 8 (15.69%) SDET
Programming Languages
1 22 (43.14%) C#
2 17 (33.33%) SQL
3 14 (27.45%) JavaScript
4 13 (25.49%) Python
5 8 (15.69%) Java
6 7 (13.73%) C++
7 4 (7.84%) C
8 3 (5.88%) Perl
8 3 (5.88%) R
8 3 (5.88%) VBA
9 2 (3.92%) MATLAB
9 2 (3.92%) PL/SQL
10 1 (1.96%) PowerShell
10 1 (1.96%) Scala
10 1 (1.96%) T-SQL
Qualifications
1 10 (19.61%) Degree
2 3 (5.88%) Numerate Degree
3 2 (3.92%) Master's Degree
3 2 (3.92%) PhD
Quality Assurance & Compliance
1 1 (1.96%) QA
Vendors
1 16 (31.37%) Microsoft
2 11 (21.57%) Google
3 5 (9.80%) TOWER Software
4 2 (3.92%) Oracle
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45,000 DoE
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric
Salary: Up to £45,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40k - 60k + 25 days, 3% Pension, Health Care and more
Posted: 6 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: Up to 75k, Pension, Cycle to work scheme, Free parking + more!
Posted: 4 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 75k+ Bonus, 25 days and more
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £80k DoE + top benefits
Posted: 5 days ago