The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 24 June 2017 with a comparison to the same period in the previous 2 years.

Analytics
East of England / Cambridgeshire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 108 70 97
Rank change year-on-year -38 +27  
Permanent jobs citing Analytics 30 61 37
As % of all permanent IT jobs advertised in Cambridgeshire 1.59% 3.27% 1.69%
As % of the Processes & Methodologies category 1.80% 3.68% 1.99%
Number of salaries quoted 20 53 35
Median salary £52,500 £45,000 £42,500
Median salary % change year-on-year +16.66% +5.88%  
90% offered a salary of more than £39,400 £30,000 £28,500
10% offered a salary of more than £70,500 £60,000 £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 Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 1667 1656 1860
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.29% 88.79% 85.01%
Number of salaries quoted 1269 1364 1556
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% -  
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Analytics
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire 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 Cambridgeshire

Analytics
Salary Trend in Cambridgeshire

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

Salary trend for Analytics in Cambridgeshire

Analytics
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Analytics in Cambridgeshire over the 3 months to 24 June 2017.

Salary histogram for Analytics in Cambridgeshire

Analytics
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Cambridgeshire region over the 3 months to 24 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -27 26 £52,500 +16.66% 9
Peterborough -18 1 - - 2
Analytics
East of England

For the 6 months to 24 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 Cambridgeshire region with a requirement for Analytics.

1 26 (42.62%) Software Engineering
2 25 (40.98%) C#
3 23 (37.70%) SQL
4 21 (34.43%) Microsoft
4 21 (34.43%) Statistics
5 20 (32.79%) Test Automation
6 19 (31.15%) Unit Testing
6 19 (31.15%) Finance
7 18 (29.51%) WPF
8 17 (27.87%) Mathematics
8 17 (27.87%) JavaScript
9 16 (26.23%) SQL Server
9 16 (26.23%) Agile Software Development
10 15 (24.59%) OO
11 13 (21.31%) NUnit
11 13 (21.31%) Computer Science
11 13 (21.31%) Financial Modelling
11 13 (21.31%) SDLC
12 12 (19.67%) Algorithms
12 12 (19.67%) User Stories
12 12 (19.67%) MVC
12 12 (19.67%) Python
12 12 (19.67%) .NET
13 11 (18.03%) HTML
13 11 (18.03%) CSS
13 11 (18.03%) Data Analysis
13 11 (18.03%) Google
13 11 (18.03%) Degree
13 11 (18.03%) Big Data
13 11 (18.03%) WCF

Analytics
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 9 (14.75%) Elasticsearch
2 7 (11.48%) NServiceBus
3 4 (6.56%) Apache Spark
4 2 (3.28%) OpenStack
5 1 (1.64%) SharePoint
5 1 (1.64%) WordPress
Applications
1 4 (6.56%) Microsoft Office
2 3 (4.92%) Microsoft Excel
Business Applications
1 5 (8.20%) Dynamics AX
1 5 (8.20%) Dynamics CRM
1 5 (8.20%) Dynamics NAV
2 1 (1.64%) Remedy ITSM
Cloud Services
1 4 (6.56%) Google Analytics
2 3 (4.92%) Microsoft Azure
3 2 (3.28%) Amazon AWS
Communications & Networking
1 7 (11.48%) Internet
2 2 (3.28%) Bluetooth
2 2 (3.28%) RS-232
2 2 (3.28%) TCP/IP
Database & Business Intelligence
1 16 (26.23%) SQL Server
2 11 (18.03%) Big Data
3 7 (11.48%) Geospatial Data
3 7 (11.48%) GIS
3 7 (11.48%) MySQL
3 7 (11.48%) Neo4j
3 7 (11.48%) NoSQL
3 7 (11.48%) Relational Database
4 4 (6.56%) MongoDB
5 3 (4.92%) BusinessObjects
5 3 (4.92%) Data Mining
5 3 (4.92%) Oracle BI EE
6 2 (3.28%) Apache Hive
6 2 (3.28%) Crystal Reports
6 2 (3.28%) Hadoop
6 2 (3.28%) Lumira
6 2 (3.28%) PostgreSQL
6 2 (3.28%) Spotfire
6 2 (3.28%) SQL Server 2005
7 1 (1.64%) SQL Server Analysis Services
Development Applications
1 13 (21.31%) NUnit
2 9 (14.75%) Team Foundation Server
3 8 (13.11%) Selenium
4 7 (11.48%) PhantomJS
5 3 (4.92%) Visual Studio
6 2 (3.28%) Git (software)
6 2 (3.28%) Oracle APEX
7 1 (1.64%) Eclipse
7 1 (1.64%) JUnit
7 1 (1.64%) Subversion
General
1 19 (31.15%) Finance
2 10 (16.39%) Marketing
3 5 (8.20%) Manufacturing
4 4 (6.56%) Advertising
5 3 (4.92%) Retail
6 2 (3.28%) Games
6 2 (3.28%) Military
6 2 (3.28%) Pharmaceutical
7 1 (1.64%) Banking
7 1 (1.64%) Publishing
7 1 (1.64%) Telecoms
Job Titles
1 31 (50.82%) Developer
2 12 (19.67%) Software Developer
3 11 (18.03%) C# Developer
4 8 (13.11%) Developer in Test
5 7 (11.48%) Analytics Developer
5 7 (11.48%) Report Developer
6 6 (9.84%) Architect
6 6 (9.84%) Software Test Engineer
6 6 (9.84%) Test Engineer
7 5 (8.20%) JavaScript Developer
8 4 (6.56%) Data Engineer
8 4 (6.56%) Digital Marketer
8 4 (6.56%) Senior Developer
8 4 (6.56%) Senior Software Developer
9 3 (4.92%) Analyst
9 3 (4.92%) C# Software Developer
9 3 (4.92%) Java Developer
9 3 (4.92%) Senior C# Developer
9 3 (4.92%) Senior C# Software Developer
10 2 (3.28%) Technical Architect
Libraries, Frameworks & Software Standards
1 18 (29.51%) WPF
2 12 (19.67%) .NET
3 11 (18.03%) CSS
3 11 (18.03%) HTML
3 11 (18.03%) WCF
4 9 (14.75%) KnockoutJS
5 8 (13.11%) ASP.NET
5 8 (13.11%) ASP.NET MVC
6 7 (11.48%) ASP.NET Web API
6 7 (11.48%) D3.js
6 7 (11.48%) Google Maps API
6 7 (11.48%) HTML5
6 7 (11.48%) Natural Language Processing
6 7 (11.48%) Node.js
6 7 (11.48%) ServiceStack
6 7 (11.48%) SignalR
7 2 (3.28%) AngularJS
7 2 (3.28%) REST
7 2 (3.28%) RESTful
7 2 (3.28%) Silverlight
Miscellaneous
1 13 (21.31%) Computer Science
2 12 (19.67%) Algorithms
3 11 (18.03%) Social Media
4 7 (11.48%) Clustering
4 7 (11.48%) Management Information System
4 7 (11.48%) Social Network
5 4 (6.56%) User Experience
6 3 (4.92%) Greenfield Project
7 2 (3.28%) Analytical Skills
7 2 (3.28%) Mobile App
8 1 (1.64%) Blog
8 1 (1.64%) Client/Server
8 1 (1.64%) CMDB
8 1 (1.64%) Data Protection Act
8 1 (1.64%) Data Structures
8 1 (1.64%) Embedded Systems
8 1 (1.64%) Graphic Design
8 1 (1.64%) Online Games
8 1 (1.64%) Private Cloud
Operating Systems
1 5 (8.20%) Linux
1 5 (8.20%) Windows
2 3 (4.92%) Unix
3 2 (3.28%) Android
3 2 (3.28%) Windows Server
3 2 (3.28%) Windows Server 2003
Processes & Methodologies
1 26 (42.62%) Software Engineering
2 21 (34.43%) Statistics
3 20 (32.79%) Test Automation
4 19 (31.15%) Unit Testing
5 17 (27.87%) Mathematics
6 16 (26.23%) Agile Software Development
7 15 (24.59%) OO
8 13 (21.31%) Financial Modelling
8 13 (21.31%) SDLC
9 12 (19.67%) MVC
9 12 (19.67%) User Stories
10 11 (18.03%) Data Analysis
11 9 (14.75%) Code Coverage
11 9 (14.75%) CRM
11 9 (14.75%) Exploratory Testing
11 9 (14.75%) Machine Learning
11 9 (14.75%) MVVM
11 9 (14.75%) Performance Testing
11 9 (14.75%) Regression Testing
11 9 (14.75%) Test Strategy
Programming Languages
1 25 (40.98%) C#
2 23 (37.70%) SQL
3 17 (27.87%) JavaScript
4 12 (19.67%) Python
5 8 (13.11%) C
5 8 (13.11%) Java
6 6 (9.84%) C++
7 3 (4.92%) Perl
7 3 (4.92%) R
7 3 (4.92%) VBA
8 2 (3.28%) MATLAB
8 2 (3.28%) PL/SQL
8 2 (3.28%) Scala
9 1 (1.64%) PowerShell
9 1 (1.64%) T-SQL
Qualifications
1 11 (18.03%) Degree
2 3 (4.92%) Numerate Degree
3 2 (3.28%) Master's Degree
4 1 (1.64%) PhD
Quality Assurance & Compliance
1 1 (1.64%) Data Quality
1 1 (1.64%) ISO/IEC 20000
1 1 (1.64%) QA
Systems Management
1 1 (1.64%) cPanel
Vendors
1 21 (34.43%) Microsoft
2 11 (18.03%) Google
3 5 (8.20%) JD Edwards
3 5 (8.20%) TOWER Software
4 2 (3.28%) Oracle
5 1 (1.64%) BMC
5 1 (1.64%) Red Hat
5 1 (1.64%) Remedy
5 1 (1.64%) SAP
5 1 (1.64%) Vertica
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