The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Cambridgeshire / Cambridge
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 99 89 101
Rank change year-on-year -10 +12  
Permanent jobs citing Data Analysis 23 22 13
As % of all permanent IT jobs advertised in Cambridge 1.70% 1.86% 0.89%
As % of the Processes & Methodologies category 1.93% 2.09% 1.03%
Number of salaries quoted 9 14 12
Median salary £37,500 £65,000 £52,500
Median salary % change year-on-year -42.30% +23.80%  
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridge
Permanent job vacancies with a requirement for process and methodology skills 1194 1052 1260
As % of all permanent IT job vacancies advertised in Cambridge 88.31% 89.00% 86.66%
Number of salaries quoted 906 867 1064
Median salary £50,000 £45,500 £45,000
Median salary % change year-on-year +9.89% +1.11%  
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £70,000 £55,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis in Cambridge

Data Analysis
Salary Trend in Cambridge

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

Salary trend for Data Analysis in Cambridge

Data Analysis
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Data Analysis in Cambridge over the 3 months to 24 June 2017.

Salary histogram for Data Analysis in Cambridge

For the 6 months to 24 June 2017, IT jobs citing Data Analysis 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 Data Analysis.

1 16 (44.44%) SQL
2 13 (36.11%) Computer Science
3 11 (30.56%) Degree
3 11 (30.56%) Analytics
3 11 (30.56%) MySQL
4 10 (27.78%) Software Engineering
4 10 (27.78%) Mathematics
4 10 (27.78%) Statistics
5 9 (25.00%) GIS
5 9 (25.00%) Validation
6 8 (22.22%) Python
6 8 (22.22%) Relational Database
6 8 (22.22%) Algorithms
6 8 (22.22%) Geospatial Data
7 7 (19.44%) SDLC
7 7 (19.44%) Google Maps API
7 7 (19.44%) Google
7 7 (19.44%) Management Information System
8 6 (16.67%) Finance
8 6 (16.67%) Marketing
9 5 (13.89%) Data Quality
9 5 (13.89%) SQL Server
10 4 (11.11%) C
10 4 (11.11%) C++
10 4 (11.11%) Windows
10 4 (11.11%) Linux
10 4 (11.11%) PhD
10 4 (11.11%) Analytical Skills
10 4 (11.11%) Machine Learning
10 4 (11.11%) Physics

Data Analysis
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 3 (8.33%) Apache Spark
1 3 (8.33%) Elasticsearch
1 3 (8.33%) Jupyter
2 2 (5.56%) IIS
3 1 (2.78%) SAS
3 1 (2.78%) Smallworld
Applications
1 2 (5.56%) Microsoft Office
2 1 (2.78%) Microsoft Excel
2 1 (2.78%) SPSS
Business Applications
1 3 (8.33%) SAP MDG
2 1 (2.78%) Oracle Payables
Communications & Networking
1 1 (2.78%) Bluetooth
1 1 (2.78%) SMS
Database & Business Intelligence
1 11 (30.56%) MySQL
2 9 (25.00%) GIS
3 8 (22.22%) Geospatial Data
3 8 (22.22%) Relational Database
4 5 (13.89%) SQL Server
5 3 (8.33%) Apache Cassandra
5 3 (8.33%) SAP Data Services
6 2 (5.56%) Crystal Reports
7 1 (2.78%) Data Warehouse
7 1 (2.78%) MS Access
7 1 (2.78%) SQL Server Reporting Services
General
1 6 (16.67%) Finance
1 6 (16.67%) Marketing
2 1 (2.78%) Billing
2 1 (2.78%) Electronics
2 1 (2.78%) General Ledger
2 1 (2.78%) Mandarin Language
2 1 (2.78%) Telecoms
Job Titles
1 11 (30.56%) Analyst
2 10 (27.78%) Developer
3 8 (22.22%) Data Analyst
4 7 (19.44%) Analytics Developer
4 7 (19.44%) Report Developer
5 5 (13.89%) SQL Analyst
5 5 (13.89%) SQL Data Analyst
6 4 (11.11%) Data Scientist
7 3 (8.33%) Applications Engineer
7 3 (8.33%) Data Analysis Manager
7 3 (8.33%) Data Manager
7 3 (8.33%) Master Data Analyst
8 2 (5.56%) MATLAB Engineer
8 2 (5.56%) Research Analyst
8 2 (5.56%) Support Engineer
9 1 (2.78%) Applications Support
9 1 (2.78%) Report Analyst
9 1 (2.78%) Senior Analyst
9 1 (2.78%) Senior Business Analyst
9 1 (2.78%) Service Analyst
Libraries, Frameworks & Software Standards
1 7 (19.44%) Google Maps API
2 3 (8.33%) Kafka
3 1 (2.78%) Swing
Miscellaneous
1 13 (36.11%) Computer Science
2 8 (22.22%) Algorithms
3 7 (19.44%) Management Information System
4 4 (11.11%) Analytical Skills
5 2 (5.56%) NHS
6 1 (2.78%) Driving Licence
Operating Systems
1 4 (11.11%) Linux
1 4 (11.11%) Windows
2 2 (5.56%) Unix
2 2 (5.56%) Windows Server
2 2 (5.56%) Windows Server 2012
3 1 (2.78%) Android
3 1 (2.78%) Windows Server 2008
Processes & Methodologies
1 11 (30.56%) Analytics
2 10 (27.78%) Mathematics
2 10 (27.78%) Software Engineering
2 10 (27.78%) Statistics
3 9 (25.00%) Validation
4 7 (19.44%) SDLC
5 4 (11.11%) Machine Learning
5 4 (11.11%) Physics
6 3 (8.33%) Applied Mathematics
6 3 (8.33%) Data Governance
6 3 (8.33%) Data Management
6 3 (8.33%) Master Data Management
6 3 (8.33%) Pattern Recognition
6 3 (8.33%) Prototyping
6 3 (8.33%) Signal Processing
6 3 (8.33%) Visualisation
7 2 (5.56%) Complexity Analysis
7 2 (5.56%) Customer Requirements
7 2 (5.56%) Marketing Analytics
7 2 (5.56%) System Integration Testing
Programming Languages
1 16 (44.44%) SQL
2 8 (22.22%) Python
3 4 (11.11%) C
3 4 (11.11%) C++
4 3 (8.33%) Java
4 3 (8.33%) MATLAB
5 2 (5.56%) C#
5 2 (5.56%) Perl
5 2 (5.56%) PHP
5 2 (5.56%) R
6 1 (2.78%) Embedded C
6 1 (2.78%) Embedded C++
6 1 (2.78%) JavaScript
6 1 (2.78%) VBA
Qualifications
1 11 (30.56%) Degree
2 4 (11.11%) PhD
3 3 (8.33%) Computer Science Degree
4 2 (5.56%) Master's Degree
4 2 (5.56%) Numerate Degree
Quality Assurance & Compliance
1 5 (13.89%) Data Quality
System Software
1 1 (2.78%) Firmware
Vendors
1 7 (19.44%) Google
2 3 (8.33%) SAP
3 2 (5.56%) Oracle
4 1 (2.78%) Minitab
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