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

Analytics
East of England / Cambridgeshire
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 95 64 84
Rank change year-on-year -31 +20  
Permanent jobs citing Analytics 31 73 51
As % of all permanent IT jobs advertised in Cambridgeshire 1.82% 3.36% 2.42%
As % of the Processes & Methodologies category 2.06% 3.79% 2.86%
Number of salaries quoted 30 56 42
Median salary £52,500 £40,000 £60,000
Median salary % change year-on-year +31.25% -33.33%  
90% offered a salary of more than £33,850 £36,000 £32,500
10% offered a salary of more than £58,000 £60,000 £90,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 1503 1928 1786
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.31% 88.64% 84.72%
Number of salaries quoted 1151 1486 1471
Median salary £46,614 £44,000 £45,000
Median salary % change year-on-year +5.94% -2.22%  
90% offered a salary of more than £30,000 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 27 March 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 27 March 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 -3 24 £52,500 +5.00% 14
Peterborough -20 1 £32,500 -18.75% 2
Analytics
East of England

Analytics
Top 30 Co-occurring IT Skills in Cambridgeshire

For the 6 months to 27 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 Cambridgeshire region with a requirement for Analytics.

1 34 (44.74%) Python
2 32 (42.11%) JavaScript
3 26 (34.21%) Software Engineering
4 25 (32.89%) Degree
5 24 (31.58%) SQL
6 21 (27.63%) Finance
6 21 (27.63%) Mathematics
7 20 (26.32%) Linux
8 18 (23.68%) Java
9 16 (21.05%) HTML
9 16 (21.05%) CSS
9 16 (21.05%) Agile Software Development
9 16 (21.05%) Statistics
10 15 (19.74%) Unit Testing
10 15 (19.74%) OO
10 15 (19.74%) Microsoft
11 14 (18.42%) C#
12 13 (17.11%) Business Intelligence
12 13 (17.11%) Data Analytics
13 12 (15.79%) Big Data
13 12 (15.79%) Data Modelling
13 12 (15.79%) C++
13 12 (15.79%) Unix
14 11 (14.47%) Windows
14 11 (14.47%) ETL
14 11 (14.47%) Pharmaceutical
14 11 (14.47%) Social Media
15 10 (13.16%) Oracle BI EE
15 10 (13.16%) Spotfire
15 10 (13.16%) WPF

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 7 (9.21%) Apache Spark
2 6 (7.89%) Elasticsearch
3 4 (5.26%) NServiceBus
4 2 (2.63%) OpenStack
5 1 (1.32%) SharePoint
5 1 (1.32%) WordPress
Applications
1 9 (11.84%) MS Excel
2 4 (5.26%) MS Office
3 1 (1.32%) MS PowerPoint
Business Applications
1 5 (6.58%) Dynamics AX
1 5 (6.58%) Dynamics CRM
1 5 (6.58%) Dynamics NAV
2 3 (3.95%) Oracle BPM
3 1 (1.32%) Salesforce.com CRM
3 1 (1.32%) SAP CO
3 1 (1.32%) SAP FI
3 1 (1.32%) SAP FI/CO
Cloud Services
1 5 (6.58%) Google Analytics
2 4 (5.26%) Amazon AWS
3 2 (2.63%) Cloud Computing
Communications & Networking
1 5 (6.58%) Internet
2 3 (3.95%) Wireless
3 2 (2.63%) Bluetooth
3 2 (2.63%) Firewall
3 2 (2.63%) HTTP
3 2 (2.63%) RS-232
3 2 (2.63%) SSL
3 2 (2.63%) TCP/IP
Database & Business Intelligence
1 12 (15.79%) Big Data
2 10 (13.16%) BusinessObjects
2 10 (13.16%) Lumira
2 10 (13.16%) Oracle BI EE
2 10 (13.16%) Spotfire
3 8 (10.53%) NoSQL
3 8 (10.53%) SQL Server
4 7 (9.21%) MySQL
5 4 (5.26%) Data Mining
5 4 (5.26%) Data Warehouse
5 4 (5.26%) MongoDB
5 4 (5.26%) Neo4j
6 3 (3.95%) Data Lake
6 3 (3.95%) SAP BW
7 2 (2.63%) Apache Hive
7 2 (2.63%) Hadoop
7 2 (2.63%) PostgreSQL
7 2 (2.63%) SQL Server 2005
8 1 (1.32%) Relational Database
8 1 (1.32%) Text Mining
Development Applications
1 9 (11.84%) Oracle APEX
2 6 (7.89%) NUnit
2 6 (7.89%) Selenium
2 6 (7.89%) Team Foundation Server
3 5 (6.58%) Git (software)
4 4 (5.26%) PhantomJS
4 4 (5.26%) Subversion
5 3 (3.95%) JIRA
6 2 (2.63%) Eclipse
6 2 (2.63%) Jasmine
6 2 (2.63%) JUnit
6 2 (2.63%) Karma Test Runner
6 2 (2.63%) Mocha
7 1 (1.32%) Talend Open Studio
7 1 (1.32%) Visual Studio
General
1 21 (27.63%) Finance
2 11 (14.47%) Pharmaceutical
3 9 (11.84%) Marketing
4 5 (6.58%) Manufacturing
5 4 (5.26%) Advertising
6 3 (3.95%) Retail
7 2 (2.63%) Electronics
7 2 (2.63%) Games
7 2 (2.63%) Military
8 1 (1.32%) Banking
8 1 (1.32%) Publishing
8 1 (1.32%) Telecoms
Job Titles
1 32 (42.11%) Developer
2 9 (11.84%) Software Developer
3 8 (10.53%) Data Scientist
3 8 (10.53%) Java Developer
4 6 (7.89%) Analyst
4 6 (7.89%) C# Developer
4 6 (7.89%) Software Test Engineer
4 6 (7.89%) Test Engineer
5 5 (6.58%) Data Engineer
5 5 (6.58%) Developer in Test
5 5 (6.58%) JavaScript Developer
6 4 (5.26%) Business Intelligence Analyst
6 4 (5.26%) Digital Marketer
6 4 (5.26%) Programmer
6 4 (5.26%) Senior Developer
6 4 (5.26%) Senior Software Developer
7 3 (3.95%) Operations Manager
7 3 (3.95%) Security Manager
7 3 (3.95%) Software Engineer
7 3 (3.95%) Support Specialist
Libraries, Frameworks & Software Standards
1 16 (21.05%) CSS
1 16 (21.05%) HTML
2 10 (13.16%) WPF
3 9 (11.84%) HTML5
3 9 (11.84%) XML
4 7 (9.21%) REST
5 6 (7.89%) D3.js
5 6 (7.89%) KnockoutJS
5 6 (7.89%) Node.js
5 6 (7.89%) WCF
5 6 (7.89%) Web Services
6 5 (6.58%) .NET
6 5 (6.58%) AngularJS
6 5 (6.58%) CSS3
6 5 (6.58%) jQuery
6 5 (6.58%) Natural Language Processing
6 5 (6.58%) RESTful
7 4 (5.26%) ASP.NET MVC
7 4 (5.26%) ServiceStack
7 4 (5.26%) SignalR
Miscellaneous
1 11 (14.47%) Social Media
2 10 (13.16%) Algorithms
3 8 (10.53%) Analytical Skills
3 8 (10.53%) Computer Science
4 6 (7.89%) User Experience
5 4 (5.26%) Clustering
5 4 (5.26%) Life Science
5 4 (5.26%) Social Network
6 3 (3.95%) Security Operations Centre
6 3 (3.95%) W3C
6 3 (3.95%) Web 2.0
7 2 (2.63%) Linux Command Line
7 2 (2.63%) Mobile App
7 2 (2.63%) Smart Home
8 1 (1.32%) Data Structures
8 1 (1.32%) Embedded Systems
8 1 (1.32%) Graphic Design
8 1 (1.32%) Handset
8 1 (1.32%) Internet of Things
8 1 (1.32%) Management Information System
Operating Systems
1 20 (26.32%) Linux
2 12 (15.79%) Unix
3 11 (14.47%) Windows
4 5 (6.58%) Windows Server
5 2 (2.63%) Android
5 2 (2.63%) Windows Server 2003
Processes & Methodologies
1 26 (34.21%) Software Engineering
2 21 (27.63%) Mathematics
3 16 (21.05%) Agile Software Development
3 16 (21.05%) Statistics
4 15 (19.74%) OO
4 15 (19.74%) Unit Testing
5 13 (17.11%) Business Intelligence
5 13 (17.11%) Data Analytics
6 12 (15.79%) Data Modelling
7 11 (14.47%) ETL
8 10 (13.16%) Business Analytics
8 10 (13.16%) CRM
8 10 (13.16%) Machine Learning
9 9 (11.84%) SDLC
10 8 (10.53%) Project Management
10 8 (10.53%) Test Automation
11 7 (9.21%) Business Analysis
11 7 (9.21%) MVC
12 6 (7.89%) Financial Modelling
12 6 (7.89%) Physics
Programming Languages
1 34 (44.74%) Python
2 32 (42.11%) JavaScript
3 24 (31.58%) SQL
4 18 (23.68%) Java
5 14 (18.42%) C#
6 12 (15.79%) C++
7 10 (13.16%) VBA
8 9 (11.84%) PL/SQL
8 9 (11.84%) R
9 8 (10.53%) C
10 6 (7.89%) Perl
11 4 (5.26%) PHP
12 2 (2.63%) Ruby
12 2 (2.63%) Scala
13 1 (1.32%) Bash Shell
13 1 (1.32%) MATLAB
13 1 (1.32%) PowerShell
13 1 (1.32%) VB
Qualifications
1 25 (32.89%) Degree
2 3 (3.95%) CISM
2 3 (3.95%) CISSP
3 1 (1.32%) PhD
3 1 (1.32%) Postgraduate
Quality Assurance & Compliance
1 3 (3.95%) WAI
2 2 (2.63%) QA
3 1 (1.32%) Data Quality
Systems Management
1 1 (1.32%) cPanel
Vendors
1 15 (19.74%) Microsoft
2 9 (11.84%) Oracle
3 6 (7.89%) Google
4 5 (6.58%) JD Edwards
4 5 (6.58%) TOWER Software
5 4 (5.26%) SAP
6 3 (3.95%) Cognos
6 3 (3.95%) Hyperion
6 3 (3.95%) Tableau
7 1 (1.32%) Cognizant
7 1 (1.32%) Facebook
7 1 (1.32%) IBM
7 1 (1.32%) Salesforce.com
7 1 (1.32%) Talend
7 1 (1.32%) Tealeaf
7 1 (1.32%) Twitter
7 1 (1.32%) Vertica
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40k - 50k + benefits
Posted: 12 hours ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40 - 65k DOE + Bonus, 25 days and more
Posted: 20 hours ago
Cambridge, Cambridgeshire
Searchability
Salary: £20000 - £35000 per annum
Posted: 22 hours ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Up to £44,500 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to c£50,000 + benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 4 days ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Competitive + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £36,000 to £55,000 per annum health + pension + 25 days holiday
Posted: 6 days ago
Cambridge, Cambridgeshire
Client Server
Salary: £85k to £100k + benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Greywood Associates Limited
Salary: £30000 - £38000 per annum + Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Ping IT Recruitment ltd
Salary: From £18,000 to £24,000 per annum
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £80k DoE + top benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits + bonus
Posted: 25 days ago