Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
Cambridgeshire > Cambridge
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 84 47 105
Rank change year-on-year -37 +58 -24
Permanent jobs citing Analytics 109 118 56
As % of all permanent IT jobs advertised in Cambridge 3.48% 5.14% 1.98%
As % of the Processes & Methodologies category 3.74% 5.75% 2.24%
Number of salaries quoted 77 100 50
Cambridge median annual salary £52,500 £52,500 £45,000
Median salary % change year-on-year - +16.67% +3.57%
10th Percentile £31,250 £37,500 £28,250
90th Percentile £70,000 £71,375 £52,750
Cambridgeshire median annual salary £52,500 £52,500 £45,000
% change year-on-year - +16.67% -

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 2914 2051 2502
As % of all permanent IT jobs advertised in Cambridge 93.07% 89.29% 88.47%
Number of salaries quoted 2214 1686 2153
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +8.43%
10th Percentile £29,000 £26,250 £29,750
90th Percentile £72,500 £67,500 £62,500
Cambridgeshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Analytics
Job Vacancy Trend in Cambridge

Job postings citing Analytics as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Analytics in Cambridge

Analytics
Salary Trend in Cambridge

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

Salary trend for Analytics in Cambridge

Analytics
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Analytics in Cambridge over the 6 months to 22 November 2017.

Salary histogram for Analytics in Cambridge

For the 6 months to 22 November 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 52 (47.71%) Software Engineering
2 48 (44.04%) Mathematics
2 48 (44.04%) Finance
3 45 (41.28%) JavaScript
4 43 (39.45%) Statistics
4 43 (39.45%) Test Automation
5 42 (38.53%) Computer Science
5 42 (38.53%) SQL
6 37 (33.94%) C#
7 34 (31.19%) Agile Software Development
8 31 (28.44%) WPF
8 31 (28.44%) Degree
8 31 (28.44%) OO
8 31 (28.44%) Unit Testing
9 29 (26.61%) Financial Modelling
9 29 (26.61%) Algorithms
9 29 (26.61%) Scrum
10 28 (25.69%) NUnit
10 28 (25.69%) NoSQL
11 25 (22.94%) SDLC
12 24 (22.02%) Big Data
12 24 (22.02%) Web Development
13 22 (20.18%) Data Analysis
13 22 (20.18%) Java
14 20 (18.35%) OOD
15 19 (17.43%) .NET
15 19 (17.43%) Node.js
16 18 (16.51%) Risk Analytics
16 18 (16.51%) AngularJS
16 18 (16.51%) Web Services

Analytics
Co-occurring 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 6 (5.50%) Apache Spark
2 4 (3.67%) Elasticsearch
3 3 (2.75%) NServiceBus
4 1 (0.92%) Apache Solr
4 1 (0.92%) Jupyter
Applications
1 4 (3.67%) Microsoft Excel
2 2 (1.83%) Microsoft PowerPoint
Cloud Services
1 12 (11.01%) Microsoft Azure
2 7 (6.42%) Amazon AWS
3 3 (2.75%) Azure Machine Learning
4 1 (0.92%) Cloud Computing
4 1 (0.92%) Google Cloud Platform
4 1 (0.92%) Google Play
4 1 (0.92%) IaaS
4 1 (0.92%) PaaS
4 1 (0.92%) SaaS
4 1 (0.92%) Serverless
Communications & Networking
1 8 (7.34%) TCP/IP
2 7 (6.42%) Ethernet
3 3 (2.75%) Internet
4 1 (0.92%) BGP
4 1 (0.92%) BIG-IP
4 1 (0.92%) DHCP
4 1 (0.92%) DNS
4 1 (0.92%) HTTP
4 1 (0.92%) Junos
4 1 (0.92%) MPLS
4 1 (0.92%) OSPF
4 1 (0.92%) SNMP
4 1 (0.92%) SSL
4 1 (0.92%) VLAN
Database & Business Intelligence
1 28 (25.69%) NoSQL
2 24 (22.02%) Big Data
3 14 (12.84%) SQL Server
4 12 (11.01%) Data Mining
5 8 (7.34%) BusinessObjects
5 8 (7.34%) MySQL
6 7 (6.42%) Geospatial Data
6 7 (6.42%) GIS
6 7 (6.42%) Hadoop
6 7 (6.42%) Relational Database
7 4 (3.67%) Crystal Reports
8 3 (2.75%) Neo4j
9 2 (1.83%) Data Warehouse
10 1 (0.92%) Apache Hive
10 1 (0.92%) Oracle BI EE
10 1 (0.92%) Text Mining
Development Applications
1 28 (25.69%) NUnit
2 8 (7.34%) Git (software)
2 8 (7.34%) Visual Studio
3 6 (5.50%) Team Foundation Server
4 3 (2.75%) PhantomJS
4 3 (2.75%) Selenium
5 1 (0.92%) Visual Studio Team System
5 1 (0.92%) webpack
General
1 48 (44.04%) Finance
2 18 (16.51%) Pharmaceutical
3 3 (2.75%) Marketing
3 3 (2.75%) Retail
4 2 (1.83%) Games
Job Titles
1 64 (58.72%) Developer
2 23 (21.10%) C# Developer
3 21 (19.27%) Software Developer
4 20 (18.35%) C# Software Developer
5 16 (14.68%) Full Stack Developer
5 16 (14.68%) JavaScript Developer
5 16 (14.68%) Software Engineer
6 14 (12.84%) C# Software Engineer
6 14 (12.84%) Developer/Software Engineer
7 13 (11.93%) .NET Developer
7 13 (11.93%) .NET Software Developer
7 13 (11.93%) C# .NET Developer
7 13 (11.93%) Software Test Engineer
7 13 (11.93%) Test Engineer
8 9 (8.26%) .NET Software Engineer
8 9 (8.26%) Analyst
8 9 (8.26%) Data Manager
9 8 (7.34%) Developer in Test
9 8 (7.34%) Python Developer
9 8 (7.34%) User Experience Researcher
Libraries, Frameworks & Software Standards
1 31 (28.44%) WPF
2 19 (17.43%) .NET
2 19 (17.43%) Node.js
3 18 (16.51%) AngularJS
3 18 (16.51%) Web Services
4 17 (15.60%) React
4 17 (15.60%) RESTful
4 17 (15.60%) WinForms
5 16 (14.68%) jQuery
6 11 (10.09%) ASP.NET
6 11 (10.09%) ASP.NET MVC
6 11 (10.09%) WCF
7 10 (9.17%) XML
8 7 (6.42%) Google Maps API
8 7 (6.42%) JSON
8 7 (6.42%) Velocity
9 6 (5.50%) Natural Language Processing
10 5 (4.59%) CSS
10 5 (4.59%) HTML
10 5 (4.59%) Reactive Extensions
Miscellaneous
1 42 (38.53%) Computer Science
2 29 (26.61%) Algorithms
3 16 (14.68%) Analytical Skills
4 8 (7.34%) User Experience
5 7 (6.42%) Management Information System
6 5 (4.59%) Reinsurance
7 3 (2.75%) Clustering
7 3 (2.75%) Social Media
7 3 (2.75%) Social Network
8 1 (0.92%) Blackberry
8 1 (0.92%) Life Science
8 1 (0.92%) Mobile App
Operating Systems
1 13 (11.93%) Linux
2 5 (4.59%) Windows
Processes & Methodologies
1 52 (47.71%) Software Engineering
2 48 (44.04%) Mathematics
3 43 (39.45%) Statistics
3 43 (39.45%) Test Automation
4 34 (31.19%) Agile Software Development
5 31 (28.44%) OO
5 31 (28.44%) Unit Testing
6 29 (26.61%) Financial Modelling
6 29 (26.61%) Scrum
7 25 (22.94%) SDLC
8 24 (22.02%) Web Development
9 22 (20.18%) Data Analysis
10 20 (18.35%) OOD
11 18 (16.51%) Risk Analytics
12 17 (15.60%) Front End Development
12 17 (15.60%) Risk Management
12 17 (15.60%) User Stories
13 16 (14.68%) Cross-Browser Compatibility
13 16 (14.68%) Disruptive Innovation
13 16 (14.68%) Knowledge Discovery
Programming Languages
1 45 (41.28%) JavaScript
2 42 (38.53%) SQL
3 37 (33.94%) C#
4 22 (20.18%) Java
5 16 (14.68%) Python
6 9 (8.26%) Ruby
7 8 (7.34%) C
8 3 (2.75%) C++
9 2 (1.83%) R
9 2 (1.83%) Scala
10 1 (0.92%) Perl
10 1 (0.92%) VBA
Qualifications
1 31 (28.44%) Degree
2 15 (13.76%) PhD
3 1 (0.92%) ACCA
3 1 (0.92%) CISA
3 1 (0.92%) CISSP
3 1 (0.92%) Numerate Degree
System Software
1 1 (0.92%) Active Directory
1 1 (0.92%) Docker
Vendors
1 14 (12.84%) Microsoft
2 11 (10.09%) Google
3 9 (8.26%) Tableau
3 9 (8.26%) TOWER Software
4 2 (1.83%) Oracle
5 1 (0.92%) Cisco
5 1 (0.92%) F5
5 1 (0.92%) Juniper
5 1 (0.92%) Samsung