Period
to 17 February 2018

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 17 February 2018 with a comparison to the same period in the previous 2 years.

Analytics
Cambridgeshire > Cambridge
6 months to
17 Feb 2018
Same period 2017 Same period 2016
Rank 83 74 98
Rank change year-on-year -9 +24 -33
Permanent jobs citing Analytics 113 78 68
As % of all permanent IT jobs advertised in Cambridge 3.49% 3.46% 2.27%
As % of the Processes & Methodologies category 3.72% 3.83% 2.54%
Number of salaries quoted 83 71 61
Cambridge median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £42,500 £37,500 £34,250
90th Percentile £69,500 £70,000 £60,000
Cambridgeshire median annual salary £52,500 £50,000 £45,000
% change year-on-year +5.00% +11.11% -3.74%

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 3,041 2,035 2,677
As % of all permanent IT jobs advertised in Cambridge 93.83% 90.36% 89.50%
Number of salaries quoted 2,218 1,682 2,189
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £30,000 £26,250 £29,750
90th Percentile £70,300 £67,500 £65,000
Cambridgeshire median annual salary £50,000 £45,000 £43,000
% change year-on-year +11.11% +4.65% +1.18%

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 17 February 2018.

Salary histogram for Analytics in Cambridge

For the 6 months to 17 February 2018, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cambridge region with a requirement for Analytics.

1 56 (49.56%) Finance
2 54 (47.79%) Software Engineering
3 46 (40.71%) Agile Software Development
4 45 (39.82%) C#
5 44 (38.94%) SQL
6 42 (37.17%) Mathematics
7 41 (36.28%) Test Automation
8 38 (33.63%) Financial Modelling
8 38 (33.63%) WPF
8 38 (33.63%) NUnit
9 36 (31.86%) Algorithms
9 36 (31.86%) SDLC
10 35 (30.97%) Scrum
11 33 (29.20%) Degree
12 32 (28.32%) JavaScript
12 32 (28.32%) OO
12 32 (28.32%) Unit Testing
13 31 (27.43%) Statistics
14 30 (26.55%) Computer Science
15 28 (24.78%) Microsoft
16 25 (22.12%) WinForms
16 25 (22.12%) Risk Analytics
17 24 (21.24%) Risk Management
17 24 (21.24%) .NET
18 23 (20.35%) User Stories
18 23 (20.35%) Big Data
19 22 (19.47%) SQL Server
20 21 (18.58%) Google
21 20 (17.70%) Microsoft Azure
21 20 (17.70%) Hadoop

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 5 (4.42%) Apache Spark
2 2 (1.77%) Elasticsearch
3 1 (0.88%) Apache
3 1 (0.88%) Apache Solr
3 1 (0.88%) Jupyter
3 1 (0.88%) nginx
3 1 (0.88%) NServiceBus
3 1 (0.88%) SAS
Applications
1 2 (1.77%) Microsoft Excel
2 1 (0.88%) Microsoft Office
Cloud Services
1 20 (17.70%) Microsoft Azure
2 10 (8.85%) Amazon AWS
3 6 (5.31%) Google Analytics
4 4 (3.54%) Office 365
5 3 (2.65%) Azure Machine Learning
6 1 (0.88%) Azure Active Directory
6 1 (0.88%) Cloud Computing
6 1 (0.88%) Google Cloud Platform
6 1 (0.88%) Google Play
6 1 (0.88%) IaaS
6 1 (0.88%) npm
6 1 (0.88%) PaaS
6 1 (0.88%) SaaS
6 1 (0.88%) Serverless
Communications & Networking
1 6 (5.31%) TCP/IP
2 5 (4.42%) Ethernet
3 1 (0.88%) BGP
3 1 (0.88%) BIG-IP
3 1 (0.88%) DHCP
3 1 (0.88%) DNS
3 1 (0.88%) HTTP
3 1 (0.88%) Internet
3 1 (0.88%) Junos
3 1 (0.88%) MPLS
3 1 (0.88%) OSPF
3 1 (0.88%) SNMP
3 1 (0.88%) SSL
3 1 (0.88%) VLAN
Database & Business Intelligence
1 23 (20.35%) Big Data
2 22 (19.47%) SQL Server
3 20 (17.70%) Hadoop
4 17 (15.04%) NoSQL
5 13 (11.50%) Apache Hive
5 13 (11.50%) Data Warehouse
6 12 (10.62%) MySQL
6 12 (10.62%) Relational Database
7 11 (9.73%) Geospatial Data
7 11 (9.73%) GIS
8 5 (4.42%) Data Mining
9 3 (2.65%) BusinessObjects
9 3 (2.65%) BusinessObjects Web Intelligence
9 3 (2.65%) Crystal Reports
9 3 (2.65%) SAP BW
9 3 (2.65%) SAP HANA
10 2 (1.77%) MongoDB
10 2 (1.77%) Neo4j
11 1 (0.88%) Cognos Report Studio
11 1 (0.88%) Impala
Development Applications
1 38 (33.63%) NUnit
2 16 (14.16%) Git (software)
3 15 (13.27%) Visual Studio
4 7 (6.19%) Team Foundation Server
5 2 (1.77%) Visual Studio Team System
5 2 (1.77%) webpack
6 1 (0.88%) Artifactory
6 1 (0.88%) Jenkins
6 1 (0.88%) JIRA
6 1 (0.88%) PhantomJS
6 1 (0.88%) Selenium
6 1 (0.88%) Subversion
6 1 (0.88%) TeamCity
General
1 56 (49.56%) Finance
2 10 (8.85%) Pharmaceutical
3 4 (3.54%) Retail
4 2 (1.77%) Games
4 2 (1.77%) Marketing
5 1 (0.88%) Law
5 1 (0.88%) Manufacturing
Job Titles
1 72 (63.72%) Developer
2 30 (26.55%) C# Developer
2 30 (26.55%) Software Developer
3 25 (22.12%) C# Software Developer
4 18 (15.93%) .NET Developer
4 18 (15.93%) .NET Software Developer
4 18 (15.93%) C# .NET Developer
5 15 (13.27%) C# Software Engineer
5 15 (13.27%) Developer/Software Engineer
5 15 (13.27%) Software Engineer
6 13 (11.50%) Developer in Test
7 12 (10.62%) Report Developer
7 12 (10.62%) Senior C# Developer
7 12 (10.62%) Senior Developer
7 12 (10.62%) User Experience Researcher
8 11 (9.73%) Analytics Developer
8 11 (9.73%) Software Test Engineer
8 11 (9.73%) Test Engineer
9 9 (7.96%) .NET Software Engineer
9 9 (7.96%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 38 (33.63%) WPF
2 25 (22.12%) WinForms
3 24 (21.24%) .NET
4 16 (14.16%) ASP.NET
4 16 (14.16%) ASP.NET MVC
4 16 (14.16%) WCF
5 11 (9.73%) Google Maps API
6 10 (8.85%) AngularJS
6 10 (8.85%) Node.js
6 10 (8.85%) React
6 10 (8.85%) RESTful
6 10 (8.85%) Velocity
6 10 (8.85%) Web Services
7 9 (7.96%) jQuery
8 5 (4.42%) JSON
8 5 (4.42%) Natural Language Processing
8 5 (4.42%) Reactive Extensions
8 5 (4.42%) TensorFlow
9 4 (3.54%) HTML
10 3 (2.65%) CSS
Miscellaneous
1 36 (31.86%) Algorithms
2 30 (26.55%) Computer Science
3 12 (10.62%) User Experience
4 11 (9.73%) Management Information System
5 6 (5.31%) Analytical Skills
6 5 (4.42%) Reinsurance
7 4 (3.54%) Driving Licence
8 2 (1.77%) Life Science
8 2 (1.77%) Mobile App
9 1 (0.88%) Blackberry
9 1 (0.88%) Clustering
9 1 (0.88%) Greenfield Project
9 1 (0.88%) Social Media
9 1 (0.88%) Social Network
9 1 (0.88%) W3C
9 1 (0.88%) Web 2.0
Operating Systems
1 10 (8.85%) Linux
2 6 (5.31%) Windows
Processes & Methodologies
1 54 (47.79%) Software Engineering
2 46 (40.71%) Agile Software Development
3 42 (37.17%) Mathematics
4 41 (36.28%) Test Automation
5 38 (33.63%) Financial Modelling
6 36 (31.86%) SDLC
7 35 (30.97%) Scrum
8 32 (28.32%) OO
8 32 (28.32%) Unit Testing
9 31 (27.43%) Statistics
10 25 (22.12%) Risk Analytics
11 24 (21.24%) Risk Management
12 23 (20.35%) User Stories
13 19 (16.81%) Capital Modelling
14 18 (15.93%) Web Development
15 17 (15.04%) MVC
16 16 (14.16%) Data Modelling
17 15 (13.27%) Data Analysis
17 15 (13.27%) Mentoring
18 13 (11.50%) SDET
Programming Languages
1 45 (39.82%) C#
2 44 (38.94%) SQL
3 32 (28.32%) JavaScript
4 16 (14.16%) Python
5 15 (13.27%) Java
6 7 (6.19%) Ruby
7 5 (4.42%) C
8 4 (3.54%) Scala
9 3 (2.65%) R
10 2 (1.77%) C++
11 1 (0.88%) Kotlin
11 1 (0.88%) Perl
11 1 (0.88%) PowerShell
11 1 (0.88%) TypeScript
Qualifications
1 33 (29.20%) Degree
2 12 (10.62%) PhD
Quality Assurance & Compliance
1 1 (0.88%) WAI
System Software
1 2 (1.77%) Active Directory
2 1 (0.88%) Apache Flume
2 1 (0.88%) Docker
2 1 (0.88%) Virtual Machines
Systems Management
1 1 (0.88%) Terraform
Vendors
1 28 (24.78%) Microsoft
2 21 (18.58%) Google
3 10 (8.85%) TOWER Software
4 3 (2.65%) SAP
4 3 (2.65%) Tableau
5 1 (0.88%) Cisco
5 1 (0.88%) Cloudera
5 1 (0.88%) Cognos
5 1 (0.88%) F5
5 1 (0.88%) Hortonworks
5 1 (0.88%) Juniper
5 1 (0.88%) MapR
5 1 (0.88%) Oracle
5 1 (0.88%) Samsung