The table below looks at the statistics for Analytics skills in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Analytics
Rank 34 86 88
Rank change year-on-year
+52 +2
Permanent jobs citing Analytics 75 20 33
As % of all permanent IT jobs located in Cambridge 6.16% 1.47% 1.82%
As % of the Processes & Methodologies category 7.27% 1.70% 2.15%
Number of salaries quoted 58 20 19
Median salary £55,000 £45,000 £40,500
Median salary % change year-on-year
+22.22% +11.11%
90% offered a salary of more than £44,650 £32,300 £29,500
10% offered a salary of more than £68,250 £48,750 £45,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Analytics
Cambridgeshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Cambridge region.

Processes & Methodologies Category
Cambridge
Permanent IT job ads with a match in the
Processes & Methodologies category
1032 1177 1538
As % of all permanent IT jobs located in Cambridge 84.73% 86.29% 84.74%
Number of salaries quoted 851 1021 1193
Median salary £50,000 £45,000 £41,000
Median salary % change year-on-year
+11.11% +9.75%
90% offered a salary of more than £32,500 £32,500 £29,500
10% offered a salary of more than £70,000 £55,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Analytics
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge region citing Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Analytics Jobs Demand Trend in Cambridge

Analytics
Salary Trend in Cambridge

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

Analytics Salary Trend in Cambridge

Analytics
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Analytics across the Cambridge region over the 3 months to 30 August 2016.

Analytics Salary Histogram in Cambridge

Analytics
Top 30 Related IT Skills in Cambridge

For the 6 months to 30 August 2016, 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 48 (43.64%) Degree
2 43 (39.09%) Computer Science
3 40 (36.36%) Agile Software Development
4 37 (33.64%) Big Data
5 36 (32.73%) Finance
6 31 (28.18%) C#
7 30 (27.27%) Software Engineering
8 28 (25.45%) .NET
8 28 (25.45%) Data Analytics
9 27 (24.55%) HTML
9 27 (24.55%) JavaScript
9 27 (24.55%) Mathematics
10 26 (23.64%) Python
11 25 (22.73%) SQL
11 25 (22.73%) Business Intelligence
12 24 (21.82%) CSS
13 22 (20.00%) NoSQL
14 20 (18.18%) Pharmaceutical
14 20 (18.18%) SAP
14 20 (18.18%) SQL Server
15 19 (17.27%) Java
15 19 (17.27%) Scrum
15 19 (17.27%) HTML5
16 18 (16.36%) Data Warehouse
16 18 (16.36%) Visualisation
17 17 (15.45%) Unit Testing
17 17 (15.45%) Data Management
18 16 (14.55%) OO
19 15 (13.64%) Data Analysis
19 15 (13.64%) Analytical Skills

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 8 (7.27%) Elasticsearch
2 6 (5.45%) NServiceBus
3 5 (4.55%) Apache Solr
3 5 (4.55%) SharePoint
4 3 (2.73%) SAS
Applications
1 3 (2.73%) SPSS
2 1 (0.91%) MS Excel
2 1 (0.91%) MS Office
2 1 (0.91%) MS PowerPoint
Business Applications
1 6 (5.45%) SAP FI
2 3 (2.73%) SAP CO
2 3 (2.73%) SAP ERP
2 3 (2.73%) SAP FI/CO
3 2 (1.82%) Oracle BPM
4 1 (0.91%) Cognos TM1
4 1 (0.91%) SAP MDM
Cloud Services
1 4 (3.64%) Amazon AWS
2 2 (1.82%) SaaS
3 1 (0.91%) Microsoft Azure
Communications & Networking
1 8 (7.27%) Internet
2 3 (2.73%) HTTP
2 3 (2.73%) TCP/IP
3 2 (1.82%) 3G
3 2 (1.82%) 4G
3 2 (1.82%) Bluetooth
3 2 (1.82%) LTE
3 2 (1.82%) Wi-Fi
4 1 (0.91%) 3GPP
4 1 (0.91%) DHCP
4 1 (0.91%) DNS
4 1 (0.91%) Firewall
4 1 (0.91%) GSM
4 1 (0.91%) Intelligent Network
4 1 (0.91%) IPsec
4 1 (0.91%) MQTT
4 1 (0.91%) Radio Access Network
4 1 (0.91%) SSL
4 1 (0.91%) WCDMA
4 1 (0.91%) Wireless
Database & Business Intelligence
1 37 (33.64%) Big Data
2 22 (20.00%) NoSQL
3 20 (18.18%) SQL Server
4 18 (16.36%) Data Warehouse
5 10 (9.09%) BusinessObjects
5 10 (9.09%) Relational Database
6 8 (7.27%) Spotfire
7 7 (6.36%) Enterprise Data Warehouse
8 6 (5.45%) Hadoop
8 6 (5.45%) Neo4j
9 5 (4.55%) MySQL
9 5 (4.55%) Oracle BI EE
9 5 (4.55%) Text Mining
10 3 (2.73%) Apache Hive
10 3 (2.73%) Crystal Reports
11 2 (1.82%) Data Mining
11 2 (1.82%) Oracle Reports
11 2 (1.82%) SAP BW
12 1 (0.91%) PostgreSQL
12 1 (0.91%) PowerCenter
Development Applications
1 8 (7.27%) NUnit
1 8 (7.27%) Selenium
2 6 (5.45%) PhantomJS
2 6 (5.45%) Ranorex
2 6 (5.45%) Rhino Mocks
2 6 (5.45%) Talend Open Studio
2 6 (5.45%) Team Foundation Server
3 4 (3.64%) ERwin
4 3 (2.73%) JIRA
4 3 (2.73%) YouTrack
5 2 (1.82%) JMeter
5 2 (1.82%) JUnit
5 2 (1.82%) LoadRunner
6 1 (0.91%) Oracle APEX
General
1 36 (32.73%) Finance
2 20 (18.18%) Pharmaceutical
3 11 (10.00%) Publishing
4 8 (7.27%) Legal
5 6 (5.45%) Retail
6 4 (3.64%) Marketing
7 2 (1.82%) Automotive
7 2 (1.82%) Telecoms
Job Titles
1 37 (33.64%) Developer
2 21 (19.09%) Architect
3 15 (13.64%) C# Developer
4 11 (10.00%) Test Engineer
5 10 (9.09%) Software Test Engineer
6 8 (7.27%) Full Stack Developer
6 8 (7.27%) JavaScript Developer
7 7 (6.36%) Data Architect
8 6 (5.45%) Service Manager
9 5 (4.55%) .NET Developer
9 5 (4.55%) C# .NET Developer
9 5 (4.55%) Django Developer
9 5 (4.55%) User Experience Architect
10 4 (3.64%) Analyst
10 4 (3.64%) Applications Manager
10 4 (3.64%) Automation Test Lead
10 4 (3.64%) Business Intelligence Architect
10 4 (3.64%) Head of Data Management
10 4 (3.64%) IoT Developer
10 4 (3.64%) Test Leader
Libraries, Frameworks & Software Standards
1 28 (25.45%) .NET
2 27 (24.55%) HTML
3 24 (21.82%) CSS
4 19 (17.27%) HTML5
5 13 (11.82%) CSS3
5 13 (11.82%) Django
6 10 (9.09%) RESTful
6 10 (9.09%) Web Services
7 9 (8.18%) AngularJS
7 9 (8.18%) Natural Language Processing
8 8 (7.27%) ASP.NET
8 8 (7.27%) jQuery
9 7 (6.36%) WCF
9 7 (6.36%) WPF
10 6 (5.45%) ASP.NET MVC
10 6 (5.45%) D3.js
10 6 (5.45%) KnockoutJS
10 6 (5.45%) Node.js
10 6 (5.45%) ServiceStack
10 6 (5.45%) SignalR
Miscellaneous
1 43 (39.09%) Computer Science
2 27 (24.55%) Mathematics
3 18 (16.36%) Visualisation
4 15 (13.64%) Analytical Skills
5 14 (12.73%) Algorithms
5 14 (12.73%) User Experience
6 10 (9.09%) Statistics
7 9 (8.18%) Data Structures
8 7 (6.36%) Life Science
8 7 (6.36%) Social Media
9 6 (5.45%) Clustering
9 6 (5.45%) Data Integration
9 6 (5.45%) Management Information System
9 6 (5.45%) Social Network
10 5 (4.55%) Biology
10 5 (4.55%) Client/Server
10 5 (4.55%) Psychology
10 5 (4.55%) Virtual Team
10 5 (4.55%) W3C
10 5 (4.55%) Web 2.0
Operating Systems
1 11 (10.00%) Linux
2 5 (4.55%) Unix
3 3 (2.73%) Windows
4 1 (0.91%) Red Hat Enterprise Linux
4 1 (0.91%) Windows Server
Processes & Methodologies
1 40 (36.36%) Agile Software Development
2 30 (27.27%) Software Engineering
3 28 (25.45%) Data Analytics
4 25 (22.73%) Business Intelligence
5 19 (17.27%) Scrum
6 17 (15.45%) Data Management
6 17 (15.45%) Unit Testing
7 16 (14.55%) OO
8 15 (13.64%) Data Analysis
9 14 (12.73%) Business Analysis
9 14 (12.73%) User Stories
10 13 (11.82%) Master Data Management
10 13 (11.82%) Stakeholder Management
11 12 (10.91%) Information Architecture
12 11 (10.00%) Big Data Analytics
12 11 (10.00%) MVC
13 10 (9.09%) Change Management
13 10 (9.09%) CRM
13 10 (9.09%) Data Modelling
13 10 (9.09%) SOA
Programming Languages
1 31 (28.18%) C#
2 27 (24.55%) JavaScript
3 26 (23.64%) Python
4 25 (22.73%) SQL
5 19 (17.27%) Java
6 8 (7.27%) Delphi
7 4 (3.64%) PL/SQL
8 3 (2.73%) Bash Shell
8 3 (2.73%) C++
8 3 (2.73%) PHP
9 2 (1.82%) Erlang
9 2 (1.82%) MATLAB
9 2 (1.82%) Perl
9 2 (1.82%) PowerShell
9 2 (1.82%) Scala
10 1 (0.91%) C
10 1 (0.91%) Shell Script
Qualifications
1 48 (43.64%) Degree
2 3 (2.73%) IBM Certification
2 3 (2.73%) PhD
2 3 (2.73%) Postgraduate
Quality Assurance & Compliance
1 13 (11.82%) Data Quality
2 11 (10.00%) SLA
3 5 (4.55%) QA
3 5 (4.55%) WAI
4 2 (1.82%) GAMP
4 2 (1.82%) GxP
4 2 (1.82%) SDET
5 1 (0.91%) SNOMED CT
System Software
1 1 (0.91%) VMware ESX
1 1 (0.91%) vSphere
Systems Management
1 6 (5.45%) HP Quality Center
2 1 (0.91%) Ansible
2 1 (0.91%) Puppet
Vendors
1 20 (18.18%) SAP
2 11 (10.00%) Oracle
3 9 (8.18%) Microsoft
4 8 (7.27%) IBM
5 7 (6.36%) Cognos
6 6 (5.45%) Tableau
6 6 (5.45%) Talend
7 5 (4.55%) MicroStrategy
8 4 (3.64%) Hyperion
8 4 (3.64%) Informatica
9 2 (1.82%) TIBCO
9 2 (1.82%) TOWER Software
10 1 (0.91%) 3PAR
10 1 (0.91%) EMC
10 1 (0.91%) HP
10 1 (0.91%) NetApp
10 1 (0.91%) Pegasus
10 1 (0.91%) Red Hat
10 1 (0.91%) Salesforce.com
10 1 (0.91%) VMware