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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Analytics
Cambridgeshire / Cambridge
Rank 69 73 62
Rank change year-on-year
+4 -11
Permanent jobs citing Analytics 36 34 48
As % of all permanent IT jobs located in Cambridge 3.20% 2.36% 3.00%
As % of the Processes & Methodologies category 3.74% 2.70% 3.52%
Number of salaries quoted 35 29 39
Median salary £55,000 £47,500 £48,500
Median salary % change year-on-year
+15.78% -2.06%
90% offered a salary of more than £40,000 £39,500 £35,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%

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
963 1260 1364
As % of all permanent IT jobs located in Cambridge 85.68% 87.50% 85.20%
Number of salaries quoted 836 1006 1059
Median salary £46,500 £45,000 £42,500
Median salary % change year-on-year
+3.33% +5.88%
90% offered a salary of more than £31,684 £32,500 £30,000
10% offered a salary of more than £65,000 £57,500 £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 18 January 2017.

Analytics Salary Histogram in Cambridge

Analytics
Top 30 Related IT Skills in Cambridge

For the 6 months to 18 January 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 39 (36.79%) Python
2 37 (34.91%) JavaScript
3 35 (33.02%) Agile Software Development
3 35 (33.02%) Degree
4 31 (29.25%) Software Engineering
5 29 (27.36%) Data Analytics
6 27 (25.47%) Linux
6 27 (25.47%) Finance
7 26 (24.53%) Java
7 26 (24.53%) Business Intelligence
8 25 (23.58%) SQL
9 24 (22.64%) Big Data
10 21 (19.81%) C#
10 21 (19.81%) Mathematics
11 19 (17.92%) Computer Science
12 18 (16.98%) Pharmaceutical
12 18 (16.98%) Algorithms
13 17 (16.04%) .NET
13 17 (16.04%) SQL Server
13 17 (16.04%) Unix
13 17 (16.04%) Statistics
14 16 (15.09%) ETL
14 16 (15.09%) Scrum
15 15 (14.15%) BusinessObjects
15 15 (14.15%) CSS
15 15 (14.15%) HTML
15 15 (14.15%) Business Analysis
15 15 (14.15%) Spotfire
16 14 (13.21%) Unit Testing
16 14 (13.21%) Data Warehouse

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 (6.60%) Apache Spark
1 7 (6.60%) Elasticsearch
2 4 (3.77%) NServiceBus
3 3 (2.83%) OpenStack
3 3 (2.83%) SAS
4 2 (1.89%) Apache Solr
4 2 (1.89%) SharePoint
5 1 (0.94%) Confluence
Applications
1 3 (2.83%) SPSS
2 1 (0.94%) MS Office
2 1 (0.94%) MS PowerPoint
Business Applications
1 5 (4.72%) Oracle BPM
2 1 (0.94%) Salesforce.com CRM
2 1 (0.94%) SAP CO
2 1 (0.94%) SAP FI
2 1 (0.94%) SAP FI/CO
2 1 (0.94%) SAP MDM
Cloud Services
1 10 (9.43%) Amazon AWS
2 4 (3.77%) Cloud Computing
3 1 (0.94%) Amazon CloudWatch
3 1 (0.94%) Amazon ELB
3 1 (0.94%) DigitalOcean
3 1 (0.94%) Heroku
3 1 (0.94%) SaaS
Communications & Networking
1 11 (10.38%) Internet
2 5 (4.72%) Wireless
3 3 (2.83%) Firewall
3 3 (2.83%) HTTP
3 3 (2.83%) SSL
4 2 (1.89%) 3G
4 2 (1.89%) 4G
4 2 (1.89%) Bluetooth
4 2 (1.89%) LTE
4 2 (1.89%) Wi-Fi
5 1 (0.94%) 3GPP
5 1 (0.94%) DHCP
5 1 (0.94%) Ethernet
5 1 (0.94%) GSM
5 1 (0.94%) Intelligent Network
5 1 (0.94%) MQTT
5 1 (0.94%) Radio Access Network
5 1 (0.94%) Software-Defined Networking
5 1 (0.94%) TCP/IP
5 1 (0.94%) WCDMA
Database & Business Intelligence
1 24 (22.64%) Big Data
2 17 (16.04%) SQL Server
3 15 (14.15%) BusinessObjects
3 15 (14.15%) Spotfire
4 14 (13.21%) Data Warehouse
4 14 (13.21%) NoSQL
5 13 (12.26%) Oracle BI EE
6 10 (9.43%) Lumira
7 8 (7.55%) MySQL
8 7 (6.60%) Relational Database
9 5 (4.72%) Apache Hive
9 5 (4.72%) Hadoop
9 5 (4.72%) SAP BW
10 4 (3.77%) Data Mining
10 4 (3.77%) Neo4j
11 3 (2.83%) Crystal Reports
11 3 (2.83%) Data Lake
11 3 (2.83%) Text Mining
12 2 (1.89%) Oracle Reports
12 2 (1.89%) PostgreSQL
Development Applications
1 10 (9.43%) Oracle APEX
2 9 (8.49%) NUnit
3 8 (7.55%) Selenium
4 7 (6.60%) Git (software)
4 7 (6.60%) Team Foundation Server
5 6 (5.66%) JIRA
6 5 (4.72%) Ranorex
6 5 (4.72%) Rhino Mocks
6 5 (4.72%) Subversion
6 5 (4.72%) Talend Open Studio
7 4 (3.77%) JUnit
7 4 (3.77%) PhantomJS
8 2 (1.89%) Eclipse
8 2 (1.89%) Jasmine
8 2 (1.89%) JMeter
8 2 (1.89%) Karma Test Runner
8 2 (1.89%) LoadRunner
8 2 (1.89%) Mocha
8 2 (1.89%) YouTrack
9 1 (0.94%) ERwin
General
1 27 (25.47%) Finance
2 18 (16.98%) Pharmaceutical
3 9 (8.49%) Marketing
4 5 (4.72%) Publishing
4 5 (4.72%) Retail
5 2 (1.89%) Electronics
5 2 (1.89%) Games
5 2 (1.89%) Telecoms
6 1 (0.94%) Legal
Job Titles
1 41 (38.68%) Developer
2 13 (12.26%) C# Developer
3 11 (10.38%) Java Developer
4 10 (9.43%) Analyst
5 8 (7.55%) Data Scientist
6 7 (6.60%) Business Manager
6 7 (6.60%) Software Developer
7 6 (5.66%) .NET Developer
7 6 (5.66%) Architect
7 6 (5.66%) C# .NET Developer
7 6 (5.66%) Senior Developer
8 5 (4.72%) Applications Developer
8 5 (4.72%) Business Analyst
8 5 (4.72%) E-Commerce Analyst
8 5 (4.72%) E-Commerce Business Analyst
8 5 (4.72%) Field Engineer
8 5 (4.72%) IoT Developer
8 5 (4.72%) JavaScript Developer
8 5 (4.72%) Senior Software Developer
8 5 (4.72%) Software Engineer
Libraries, Frameworks & Software Standards
1 17 (16.04%) .NET
2 15 (14.15%) CSS
2 15 (14.15%) HTML
3 11 (10.38%) HTML5
3 11 (10.38%) XML
4 9 (8.49%) REST
5 8 (7.55%) Web Services
6 7 (6.60%) AngularJS
6 7 (6.60%) CSS3
7 6 (5.66%) ASP.NET
7 6 (5.66%) D3.js
7 6 (5.66%) Natural Language Processing
7 6 (5.66%) Node.js
7 6 (5.66%) RESTful
7 6 (5.66%) WPF
8 5 (4.72%) Django
8 5 (4.72%) JSON
9 4 (3.77%) ASP.NET MVC
9 4 (3.77%) KnockoutJS
9 4 (3.77%) WCF
Miscellaneous
1 21 (19.81%) Mathematics
2 19 (17.92%) Computer Science
3 18 (16.98%) Algorithms
4 17 (16.04%) Statistics
5 14 (13.21%) Visualisation
6 11 (10.38%) Analytical Skills
7 7 (6.60%) Management Information System
8 6 (5.66%) Client/Server
9 5 (4.72%) Life Science
9 5 (4.72%) Physics
10 4 (3.77%) Clustering
10 4 (3.77%) Social Media
10 4 (3.77%) Social Network
10 4 (3.77%) User Experience
11 3 (2.83%) Data Integration
11 3 (2.83%) Performance Metrics
11 3 (2.83%) Security Operations Centre
11 3 (2.83%) W3C
11 3 (2.83%) Web 2.0
12 2 (1.89%) Handset
Operating Systems
1 27 (25.47%) Linux
2 17 (16.04%) Unix
3 11 (10.38%) Windows
4 3 (2.83%) Windows Server
Processes & Methodologies
1 35 (33.02%) Agile Software Development
2 31 (29.25%) Software Engineering
3 29 (27.36%) Data Analytics
4 26 (24.53%) Business Intelligence
5 16 (15.09%) ETL
5 16 (15.09%) Scrum
6 15 (14.15%) Business Analysis
7 14 (13.21%) Unit Testing
8 13 (12.26%) Data Modelling
8 13 (12.26%) OO
9 12 (11.32%) Business Analytics
9 12 (11.32%) Data Management
10 11 (10.38%) Project Management
10 11 (10.38%) Test Automation
11 10 (9.43%) Machine Learning
11 10 (9.43%) MVC
12 9 (8.49%) Data Analysis
12 9 (8.49%) Data Visualisation
12 9 (8.49%) Master Data Management
13 8 (7.55%) CRM
Programming Languages
1 39 (36.79%) Python
2 37 (34.91%) JavaScript
3 26 (24.53%) Java
4 25 (23.58%) SQL
5 21 (19.81%) C#
6 13 (12.26%) PL/SQL
7 12 (11.32%) C++
8 10 (9.43%) R
9 9 (8.49%) VBA
10 6 (5.66%) Perl
11 5 (4.72%) Bash Shell
12 4 (3.77%) PHP
13 3 (2.83%) PowerShell
14 2 (1.89%) C
14 2 (1.89%) MATLAB
14 2 (1.89%) Ruby
14 2 (1.89%) Scala
15 1 (0.94%) Shell Script
Qualifications
1 35 (33.02%) Degree
2 3 (2.83%) CISM
2 3 (2.83%) CISSP
3 2 (1.89%) Postgraduate
4 1 (0.94%) PhD
Quality Assurance & Compliance
1 6 (5.66%) Data Quality
2 4 (3.77%) GAMP
2 4 (3.77%) GxP
2 4 (3.77%) QA
3 3 (2.83%) WAI
4 1 (0.94%) HIPAA
4 1 (0.94%) ISO/IEC 27001
4 1 (0.94%) SDET
4 1 (0.94%) SNOMED CT
System Software
1 1 (0.94%) Apache ZooKeeper
1 1 (0.94%) Docker
1 1 (0.94%) etcd
1 1 (0.94%) VMware Infrastructure
1 1 (0.94%) Xen
Systems Management
1 5 (4.72%) HP Quality Center
2 1 (0.94%) Ansible
2 1 (0.94%) Consul
2 1 (0.94%) Grafana
2 1 (0.94%) Graphite
2 1 (0.94%) Opscode Chef
2 1 (0.94%) Puppet
2 1 (0.94%) rkt
Vendors
1 12 (11.32%) Oracle
2 11 (10.38%) SAP
3 7 (6.60%) Microsoft
4 6 (5.66%) Cognos
4 6 (5.66%) Tableau
5 5 (4.72%) Hyperion
5 5 (4.72%) Talend
6 3 (2.83%) IBM
6 3 (2.83%) TOWER Software
7 2 (1.89%) MicroStrategy
7 2 (1.89%) TIBCO
8 1 (0.94%) Atlassian
8 1 (0.94%) Cognizant
8 1 (0.94%) Informatica
8 1 (0.94%) Pegasus
8 1 (0.94%) Salesforce.com
8 1 (0.94%) SaltStack
8 1 (0.94%) Vertica
8 1 (0.94%) VMware
Cambridge, Cambridgeshire
ECM Selection
Salary: £Top plus full benefits package
Posted: 21 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k DoE + excellent bens
Posted: 2 days ago
Cambridge
ECM Selection
Salary: £Excellent + top benefits package
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent + top benefits package
Posted: 4 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: £35000 - £50000 per annum, Benefits Benefit Package
Posted: 5 days ago
Cambridge
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 13 days ago
Cambridge
Spencer Ogden
Salary: £90000 - £100000 per annum
Posted: 27 days ago