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 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Analytics
Cambridgeshire / Cambridge
Rank 79 83 73
Rank change year-on-year
+4 -10
Permanent jobs citing Analytics 23 31 43
As % of all permanent IT jobs located in Cambridge 1.98% 2.06% 2.70%
As % of the Processes & Methodologies category 2.19% 2.28% 3.19%
Number of salaries quoted 22 30 34
Median salary £51,250 £50,000 £48,000
Median salary % change year-on-year
+2.50% +4.16%
90% offered a salary of more than £40,000 £39,500 £35,000
10% offered a salary of more than £64,750 £60,000 £66,000
UK excluding London median salary £45,000 £46,859 £42,500
% change year-on-year
-3.96% +10.25%

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
1048 1358 1349
As % of all permanent IT jobs located in Cambridge 90.27% 90.11% 84.79%
Number of salaries quoted 854 1036 1073
Median salary £45,000 £44,500 £42,500
Median salary % change year-on-year
+1.12% +4.70%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £70,000 £56,400 £62,500
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 25 February 2017.

Analytics Salary Histogram in Cambridge

Analytics
Top 30 Related IT Skills in Cambridge

For the 6 months to 25 February 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 32 (45.07%) Python
2 30 (42.25%) JavaScript
3 27 (38.03%) Degree
4 23 (32.39%) Software Engineering
4 23 (32.39%) Linux
5 20 (28.17%) Java
5 20 (28.17%) Finance
5 20 (28.17%) Mathematics
6 19 (26.76%) Agile Software Development
6 19 (26.76%) SQL
7 15 (21.13%) Business Intelligence
8 13 (18.31%) Pharmaceutical
8 13 (18.31%) Statistics
8 13 (18.31%) Data Analytics
9 12 (16.90%) OO
9 12 (16.90%) Unix
10 11 (15.49%) C++
10 11 (15.49%) ETL
10 11 (15.49%) BusinessObjects
10 11 (15.49%) Business Analysis
10 11 (15.49%) Oracle BI EE
11 10 (14.08%) R
11 10 (14.08%) Spotfire
11 10 (14.08%) Unit Testing
11 10 (14.08%) Data Modelling
11 10 (14.08%) HTML
11 10 (14.08%) Oracle
11 10 (14.08%) Windows
11 10 (14.08%) XML
11 10 (14.08%) CSS

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 (9.86%) Apache Spark
2 4 (5.63%) Elasticsearch
3 3 (4.23%) NServiceBus
3 3 (4.23%) OpenStack
4 1 (1.41%) Confluence
Applications
1 1 (1.41%) MS Office
Business Applications
1 4 (5.63%) Oracle BPM
2 1 (1.41%) Salesforce.com CRM
2 1 (1.41%) SAP CO
2 1 (1.41%) SAP FI
2 1 (1.41%) SAP FI/CO
Cloud Services
1 7 (9.86%) Amazon AWS
2 4 (5.63%) Cloud Computing
3 1 (1.41%) Amazon CloudWatch
3 1 (1.41%) Amazon ELB
3 1 (1.41%) DigitalOcean
3 1 (1.41%) Heroku
3 1 (1.41%) SaaS
Communications & Networking
1 8 (11.27%) Internet
2 5 (7.04%) Wireless
3 3 (4.23%) Firewall
4 2 (2.82%) HTTP
4 2 (2.82%) SSL
5 1 (1.41%) 3G
5 1 (1.41%) 3GPP
5 1 (1.41%) 4G
5 1 (1.41%) Bluetooth
5 1 (1.41%) GSM
5 1 (1.41%) Intrusion Detection
5 1 (1.41%) LTE
5 1 (1.41%) Radio Access Network
5 1 (1.41%) Software-Defined Networking
5 1 (1.41%) WCDMA
5 1 (1.41%) Wi-Fi
Database & Business Intelligence
1 11 (15.49%) BusinessObjects
1 11 (15.49%) Oracle BI EE
2 10 (14.08%) Big Data
2 10 (14.08%) Lumira
2 10 (14.08%) Spotfire
3 9 (12.68%) NoSQL
4 7 (9.86%) Data Warehouse
4 7 (9.86%) SQL Server
5 6 (8.45%) MySQL
6 4 (5.63%) Data Mining
6 4 (5.63%) SAP BW
7 3 (4.23%) Data Lake
7 3 (4.23%) Neo4j
8 2 (2.82%) Apache Hive
8 2 (2.82%) Hadoop
8 2 (2.82%) PostgreSQL
8 2 (2.82%) Relational Database
9 1 (1.41%) Crystal Reports
9 1 (1.41%) Oracle Reports
9 1 (1.41%) Text Mining
Development Applications
1 9 (12.68%) Oracle APEX
2 7 (9.86%) Git (software)
3 5 (7.04%) Selenium
3 5 (7.04%) Subversion
4 4 (5.63%) JIRA
4 4 (5.63%) NUnit
4 4 (5.63%) Team Foundation Server
5 3 (4.23%) PhantomJS
6 2 (2.82%) Eclipse
6 2 (2.82%) Jasmine
6 2 (2.82%) JUnit
6 2 (2.82%) Karma Test Runner
6 2 (2.82%) Mocha
7 1 (1.41%) Bitbucket
7 1 (1.41%) GitLab
7 1 (1.41%) Jenkins
7 1 (1.41%) Mercurial
7 1 (1.41%) Ranorex
7 1 (1.41%) Rhino Mocks
7 1 (1.41%) Talend Open Studio
General
1 20 (28.17%) Finance
2 13 (18.31%) Pharmaceutical
3 5 (7.04%) Marketing
4 3 (4.23%) Retail
5 2 (2.82%) Electronics
5 2 (2.82%) Games
5 2 (2.82%) Telecoms
6 1 (1.41%) Banking
6 1 (1.41%) Legal
Job Titles
1 29 (40.85%) Developer
2 11 (15.49%) Java Developer
3 8 (11.27%) Analyst
3 8 (11.27%) Data Scientist
4 6 (8.45%) Software Developer
5 5 (7.04%) Business Manager
5 5 (7.04%) C# Developer
5 5 (7.04%) Field Engineer
6 4 (5.63%) Applications Developer
6 4 (5.63%) Applications Engineer
6 4 (5.63%) Business Intelligence Analyst
6 4 (5.63%) Field Applications Engineer
6 4 (5.63%) Java Applications Developer
6 4 (5.63%) Java Engineer
6 4 (5.63%) Java Programmer
6 4 (5.63%) JavaScript Developer
6 4 (5.63%) Programmer
6 4 (5.63%) Senior Developer
6 4 (5.63%) Senior Software Developer
6 4 (5.63%) Software Engineer
Libraries, Frameworks & Software Standards
1 10 (14.08%) CSS
1 10 (14.08%) HTML
1 10 (14.08%) XML
2 8 (11.27%) HTML5
3 6 (8.45%) .NET
3 6 (8.45%) Web Services
3 6 (8.45%) WPF
4 5 (7.04%) CSS3
4 5 (7.04%) D3.js
4 5 (7.04%) Natural Language Processing
4 5 (7.04%) Node.js
4 5 (7.04%) REST
4 5 (7.04%) RESTful
5 4 (5.63%) JSON
5 4 (5.63%) scikit-learn
6 3 (4.23%) ASP.NET
6 3 (4.23%) ASP.NET MVC
6 3 (4.23%) Django
6 3 (4.23%) jQuery
6 3 (4.23%) WCF
Miscellaneous
1 10 (14.08%) Algorithms
2 9 (12.68%) Computer Science
3 8 (11.27%) Analytical Skills
4 5 (7.04%) Life Science
5 3 (4.23%) Client/Server
5 3 (4.23%) Clustering
5 3 (4.23%) Management Information System
5 3 (4.23%) Security Operations Centre
5 3 (4.23%) Social Media
5 3 (4.23%) Social Network
5 3 (4.23%) W3C
5 3 (4.23%) Web 2.0
6 2 (2.82%) Handset
6 2 (2.82%) Internet of Things
6 2 (2.82%) Linux Command Line
6 2 (2.82%) Smart Home
6 2 (2.82%) User Experience
7 1 (1.41%) Embedded Systems
7 1 (1.41%) Online Games
7 1 (1.41%) Private Cloud
Operating Systems
1 23 (32.39%) Linux
2 12 (16.90%) Unix
3 10 (14.08%) Windows
4 3 (4.23%) Windows Server
Processes & Methodologies
1 23 (32.39%) Software Engineering
2 20 (28.17%) Mathematics
3 19 (26.76%) Agile Software Development
4 15 (21.13%) Business Intelligence
5 13 (18.31%) Data Analytics
5 13 (18.31%) Statistics
6 12 (16.90%) OO
7 11 (15.49%) Business Analysis
7 11 (15.49%) ETL
8 10 (14.08%) Data Modelling
8 10 (14.08%) Unit Testing
9 9 (12.68%) Machine Learning
9 9 (12.68%) Project Management
10 8 (11.27%) Business Analytics
11 7 (9.86%) SDLC
12 6 (8.45%) Business Process Analysis
12 6 (8.45%) Continuous Integration
12 6 (8.45%) Physics
12 6 (8.45%) Risk Management
12 6 (8.45%) Scrum
Programming Languages
1 32 (45.07%) Python
2 30 (42.25%) JavaScript
3 20 (28.17%) Java
4 19 (26.76%) SQL
5 11 (15.49%) C++
6 10 (14.08%) R
7 9 (12.68%) C#
7 9 (12.68%) PL/SQL
7 9 (12.68%) VBA
8 6 (8.45%) Perl
9 4 (5.63%) PHP
10 2 (2.82%) Bash Shell
10 2 (2.82%) C
10 2 (2.82%) Ruby
10 2 (2.82%) Scala
11 1 (1.41%) MATLAB
11 1 (1.41%) PowerShell
Qualifications
1 27 (38.03%) Degree
2 3 (4.23%) CISM
2 3 (4.23%) CISSP
3 1 (1.41%) PhD
3 1 (1.41%) Postgraduate
Quality Assurance & Compliance
1 3 (4.23%) WAI
2 2 (2.82%) GAMP
2 2 (2.82%) GxP
2 2 (2.82%) QA
3 1 (1.41%) HIPAA
3 1 (1.41%) ISO/IEC 27001
System Software
1 1 (1.41%) Apache ZooKeeper
1 1 (1.41%) Docker
1 1 (1.41%) etcd
1 1 (1.41%) VMware Infrastructure
1 1 (1.41%) Xen
Systems Management
1 1 (1.41%) Ansible
1 1 (1.41%) Consul
1 1 (1.41%) Grafana
1 1 (1.41%) Graphite
1 1 (1.41%) HP Quality Center
1 1 (1.41%) Opscode Chef
1 1 (1.41%) Puppet
1 1 (1.41%) rkt
Vendors
1 10 (14.08%) Oracle
2 5 (7.04%) SAP
3 4 (5.63%) Cognos
3 4 (5.63%) Hyperion
3 4 (5.63%) Microsoft
3 4 (5.63%) Tableau
4 2 (2.82%) TOWER Software
5 1 (1.41%) Atlassian
5 1 (1.41%) Cognizant
5 1 (1.41%) MicroStrategy
5 1 (1.41%) Salesforce.com
5 1 (1.41%) SaltStack
5 1 (1.41%) Talend
5 1 (1.41%) Vertica
5 1 (1.41%) VMware
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k DoE
Posted: Yesterday
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40 - 65k DOE + Bonus, 25 days and more
Posted: 5 days ago
Cambridge, Cambridgeshire
Searchability
Salary: £20000 - £35000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £80k DoE + top benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: £30000 - £65000 per annum, Benefits Medical, Pension, Flexible hours
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £80k DoE + top benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Bango.net
Salary: From £35,000 to £42,000 per annum
Posted: 10 days ago
Cambridge
Bluetown Online LTD
Posted: 16 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £40k DoE
Posted: 16 days ago