Period
to 20 November 2017

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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
East of England > Cambridgeshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 101 57 121
Rank change year-on-year -44 +64 -35
Permanent jobs citing Analytics 127 156 70
As % of all permanent IT jobs advertised in Cambridgeshire 3.02% 4.54% 1.69%
As % of the Processes & Methodologies category 3.27% 5.15% 1.92%
Number of salaries quoted 91 131 63
Cambridgeshire median annual salary £52,500 £52,500 £45,000
Median salary % change year-on-year - +16.67% -
10th Percentile £31,250 £37,500 £28,250
90th Percentile £75,000 £67,500 £59,000
East of England median annual salary £47,000 £51,500 £45,000
% change year-on-year -8.74% +14.44% -

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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 3883 3027 3642
As % of all permanent IT jobs advertised in Cambridgeshire 92.23% 88.07% 88.12%
Number of salaries quoted 2970 2488 3146
Cambridgeshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £71,250 £66,250 £65,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

Analytics
Job Vacancy Trend in Cambridgeshire

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

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 6 months to 20 November 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 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -29 111 £52,500 - 8
Peterborough -9 8 £53,750 +34.38% 9
Analytics
East of England

For the 6 months to 20 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 Cambridgeshire region with a requirement for Analytics.

1 54 (42.52%) Software Engineering
2 53 (41.73%) Finance
3 52 (40.94%) Mathematics
4 50 (39.37%) JavaScript
5 48 (37.80%) SQL
5 48 (37.80%) Test Automation
6 46 (36.22%) Statistics
7 43 (33.86%) Computer Science
7 43 (33.86%) C#
8 42 (33.07%) Agile Software Development
9 38 (29.92%) Unit Testing
10 35 (27.56%) OO
11 33 (25.98%) WPF
12 32 (25.20%) Degree
13 31 (24.41%) Financial Modelling
13 31 (24.41%) Scrum
13 31 (24.41%) Algorithms
14 30 (23.62%) NUnit
14 30 (23.62%) NoSQL
15 26 (20.47%) Data Analysis
15 26 (20.47%) SDLC
16 25 (19.69%) Big Data
17 24 (18.90%) Web Development
18 22 (17.32%) Java
18 22 (17.32%) .NET
19 21 (16.54%) Node.js
20 20 (15.75%) AngularJS
20 20 (15.75%) OOD
21 19 (14.96%) Web Services
21 19 (14.96%) Risk Analytics

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 (5.51%) Apache Spark
1 7 (5.51%) Elasticsearch
2 3 (2.36%) NServiceBus
3 2 (1.57%) SAS
4 1 (0.79%) Apache Solr
4 1 (0.79%) Jupyter
Applications
1 4 (3.15%) Microsoft Excel
2 2 (1.57%) Microsoft PowerPoint
3 1 (0.79%) SPSS
Business Applications
1 2 (1.57%) WebTrends
2 1 (0.79%) Remedy ITSM
Cloud Services
1 16 (12.60%) Microsoft Azure
2 12 (9.45%) Amazon AWS
3 6 (4.72%) Google Analytics
4 3 (2.36%) Azure Machine Learning
4 3 (2.36%) PaaS
5 2 (1.57%) AdWords
6 1 (0.79%) Cloud Computing
6 1 (0.79%) Google Cloud Platform
6 1 (0.79%) Google Play
6 1 (0.79%) IaaS
6 1 (0.79%) SaaS
6 1 (0.79%) Serverless
Communications & Networking
1 10 (7.87%) TCP/IP
2 7 (5.51%) Ethernet
3 3 (2.36%) Internet
4 2 (1.57%) Bluetooth
4 2 (1.57%) RS-232
5 1 (0.79%) BGP
5 1 (0.79%) BIG-IP
5 1 (0.79%) DHCP
5 1 (0.79%) DNS
5 1 (0.79%) HTTP
5 1 (0.79%) Junos
5 1 (0.79%) MPLS
5 1 (0.79%) OSPF
5 1 (0.79%) SNMP
5 1 (0.79%) SSL
5 1 (0.79%) VLAN
Database & Business Intelligence
1 30 (23.62%) NoSQL
2 25 (19.69%) Big Data
3 17 (13.39%) SQL Server
4 13 (10.24%) Data Mining
5 9 (7.09%) BusinessObjects
6 8 (6.30%) Hadoop
6 8 (6.30%) MySQL
7 7 (5.51%) Geospatial Data
7 7 (5.51%) GIS
7 7 (5.51%) Relational Database
8 4 (3.15%) Crystal Reports
8 4 (3.15%) MongoDB
9 3 (2.36%) Neo4j
10 2 (1.57%) Data Warehouse
11 1 (0.79%) Apache Hive
11 1 (0.79%) Oracle BI EE
11 1 (0.79%) Text Mining
Development Applications
1 30 (23.62%) NUnit
2 9 (7.09%) Git (software)
2 9 (7.09%) Visual Studio
3 7 (5.51%) Team Foundation Server
4 3 (2.36%) PhantomJS
4 3 (2.36%) Selenium
5 1 (0.79%) Visual Studio Team System
5 1 (0.79%) webpack
General
1 53 (41.73%) Finance
2 18 (14.17%) Pharmaceutical
3 10 (7.87%) Marketing
4 3 (2.36%) Advertising
4 3 (2.36%) Retail
5 2 (1.57%) Games
5 2 (1.57%) Military
Job Titles
1 71 (55.91%) Developer
2 26 (20.47%) C# Developer
3 23 (18.11%) Software Developer
4 21 (16.54%) C# Software Developer
5 16 (12.60%) Full Stack Developer
5 16 (12.60%) JavaScript Developer
5 16 (12.60%) Software Engineer
6 14 (11.02%) C# Software Engineer
6 14 (11.02%) Developer/Software Engineer
7 13 (10.24%) .NET Developer
7 13 (10.24%) .NET Software Developer
7 13 (10.24%) C# .NET Developer
7 13 (10.24%) Software Test Engineer
7 13 (10.24%) Test Engineer
8 12 (9.45%) Analyst
9 10 (7.87%) Data Manager
10 9 (7.09%) .NET Software Engineer
10 9 (7.09%) Developer in Test
11 8 (6.30%) Python Developer
11 8 (6.30%) User Experience Researcher
Libraries, Frameworks & Software Standards
1 33 (25.98%) WPF
2 22 (17.32%) .NET
3 21 (16.54%) Node.js
4 20 (15.75%) AngularJS
5 19 (14.96%) Web Services
6 18 (14.17%) jQuery
6 18 (14.17%) WinForms
7 17 (13.39%) React
7 17 (13.39%) RESTful
8 14 (11.02%) WCF
9 11 (8.66%) ASP.NET
9 11 (8.66%) ASP.NET MVC
10 10 (7.87%) XML
11 9 (7.09%) CSS
11 9 (7.09%) HTML
12 8 (6.30%) Velocity
13 7 (5.51%) Google Maps API
13 7 (5.51%) JSON
13 7 (5.51%) REST
14 6 (4.72%) Natural Language Processing
Miscellaneous
1 43 (33.86%) Computer Science
2 31 (24.41%) Algorithms
3 17 (13.39%) Analytical Skills
4 13 (10.24%) User Experience
5 7 (5.51%) Management Information System
6 5 (3.94%) Reinsurance
6 5 (3.94%) Social Media
7 3 (2.36%) Clustering
7 3 (2.36%) Mobile App
7 3 (2.36%) Social Network
8 2 (1.57%) Greenfield Project
9 1 (0.79%) Blackberry
9 1 (0.79%) CMDB
9 1 (0.79%) Life Science
Operating Systems
1 13 (10.24%) Linux
2 5 (3.94%) Android
2 5 (3.94%) Windows
3 3 (2.36%) Apple iOS
4 1 (0.79%) Unix
Processes & Methodologies
1 54 (42.52%) Software Engineering
2 52 (40.94%) Mathematics
3 48 (37.80%) Test Automation
4 46 (36.22%) Statistics
5 42 (33.07%) Agile Software Development
6 38 (29.92%) Unit Testing
7 35 (27.56%) OO
8 31 (24.41%) Financial Modelling
8 31 (24.41%) Scrum
9 26 (20.47%) Data Analysis
9 26 (20.47%) SDLC
10 24 (18.90%) Web Development
11 20 (15.75%) OOD
12 19 (14.96%) Data Analytics
12 19 (14.96%) Risk Analytics
12 19 (14.96%) User Stories
13 18 (14.17%) Risk Management
14 17 (13.39%) Front End Development
15 16 (12.60%) Cross-Browser Compatibility
15 16 (12.60%) Knowledge Discovery
Programming Languages
1 50 (39.37%) JavaScript
2 48 (37.80%) SQL
3 43 (33.86%) C#
4 22 (17.32%) Java
5 17 (13.39%) Python
6 9 (7.09%) Ruby
7 8 (6.30%) C
8 4 (3.15%) R
9 3 (2.36%) C++
9 3 (2.36%) Kotlin
9 3 (2.36%) Scala
10 1 (0.79%) Apex Code
10 1 (0.79%) Perl
10 1 (0.79%) SOQL
10 1 (0.79%) VBA
Qualifications
1 32 (25.20%) Degree
2 15 (11.81%) PhD
3 1 (0.79%) ACCA
3 1 (0.79%) CISA
3 1 (0.79%) CISSP
3 1 (0.79%) Numerate Degree
Quality Assurance & Compliance
1 3 (2.36%) QA
2 1 (0.79%) ISO/IEC 20000
System Software
1 3 (2.36%) Docker
2 1 (0.79%) Active Directory
Vendors
1 17 (13.39%) Google
2 16 (12.60%) Microsoft
3 10 (7.87%) Tableau
4 9 (7.09%) TOWER Software
5 2 (1.57%) Hootsuite
5 2 (1.57%) Omniture
5 2 (1.57%) Oracle
6 1 (0.79%) BMC
6 1 (0.79%) Cisco
6 1 (0.79%) Cloudera
6 1 (0.79%) F5
6 1 (0.79%) Hortonworks
6 1 (0.79%) Juniper
6 1 (0.79%) Red Hat
6 1 (0.79%) Remedy
6 1 (0.79%) Salesforce.com
6 1 (0.79%) Samsung
6 1 (0.79%) SAP