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 30 March 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Cambridgeshire / Cambridge
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 92 107 85
Rank change year-on-year +15 -22  
Permanent jobs citing Data Analysis 16 6 27
As % of all permanent IT jobs advertised in Cambridge 1.28% 0.41% 1.85%
As % of the Processes & Methodologies category 1.40% 0.45% 2.21%
Number of salaries quoted 9 4 20
Median salary £45,500 £55,000 £52,500
Median salary % change year-on-year -17.27% +4.76%  
90% offered a salary of more than £35,600 £31,900 £38,458
10% offered a salary of more than £52,000 £58,500 £63,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +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 1141 1321 1221
As % of all permanent IT job vacancies advertised in Cambridge 91.28% 89.93% 83.86%
Number of salaries quoted 837 1010 1004
Median salary £45,500 £44,500 £45,000
Median salary % change year-on-year +2.24% -1.11%  
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £70,000 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 30 March 2017.

Salary histogram for Data Analysis in Cambridge

For the 6 months to 30 March 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 12 (46.15%) SQL
1 12 (46.15%) Degree
2 7 (26.92%) Mathematics
2 7 (26.92%) Computer Science
2 7 (26.92%) Python
2 7 (26.92%) Statistics
3 6 (23.08%) Algorithms
4 5 (19.23%) Linux
4 5 (19.23%) Validation
4 5 (19.23%) C
4 5 (19.23%) C++
5 4 (15.38%) MATLAB
5 4 (15.38%) SAS
5 4 (15.38%) MySQL
5 4 (15.38%) PhD
5 4 (15.38%) Physics
5 4 (15.38%) Data Validation
5 4 (15.38%) Data Entry
6 3 (11.54%) Pattern Recognition
6 3 (11.54%) Apache Cassandra
6 3 (11.54%) Signal Processing
6 3 (11.54%) Data Quality
6 3 (11.54%) Machine Learning
6 3 (11.54%) Kafka
6 3 (11.54%) Applied Mathematics
6 3 (11.54%) Analytics
6 3 (11.54%) Elasticsearch
6 3 (11.54%) Biology
6 3 (11.54%) Apache Spark
6 3 (11.54%) Jupyter

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 4 (15.38%) SAS
2 3 (11.54%) Apache Spark
2 3 (11.54%) Elasticsearch
2 3 (11.54%) Jupyter
3 1 (3.85%) Smallworld
Applications
1 3 (11.54%) MS Excel
2 2 (7.69%) MS Office
2 2 (7.69%) SPSS
Business Applications
1 1 (3.85%) Oracle Payables
Cloud Services
1 1 (3.85%) SaaS
Database & Business Intelligence
1 4 (15.38%) MySQL
2 3 (11.54%) Apache Cassandra
2 3 (11.54%) GIS
3 2 (7.69%) Data Warehouse
3 2 (7.69%) Geospatial Data
3 2 (7.69%) MS Access
3 2 (7.69%) SQL Server Reporting Services
4 1 (3.85%) Power BI
4 1 (3.85%) QlikView
4 1 (3.85%) Relational Database
4 1 (3.85%) SQL Server
4 1 (3.85%) SQL Server 2008
4 1 (3.85%) SQL Server Analysis Services
4 1 (3.85%) SQL Server Integration Services
Development Applications
1 1 (3.85%) Selenium
1 1 (3.85%) WebDriver
General
1 3 (11.54%) Finance
2 2 (7.69%) Marketing
2 2 (7.69%) Pharmaceutical
2 2 (7.69%) Telecoms
3 1 (3.85%) Billing
3 1 (3.85%) General Ledger
3 1 (3.85%) Mandarin Language
Job Titles
1 5 (19.23%) Analyst
1 5 (19.23%) Data Manager
2 4 (15.38%) Data Scientist
3 3 (11.54%) Data Analysis Manager
4 2 (7.69%) Algorithm Engineer
4 2 (7.69%) Applications Engineer
4 2 (7.69%) Data Analyst
4 2 (7.69%) Data Engineer
4 2 (7.69%) Developer
4 2 (7.69%) MATLAB Engineer
4 2 (7.69%) Research Analyst
4 2 (7.69%) Senior Algorithm Engineer
4 2 (7.69%) Senior Data Engineer
5 1 (3.85%) Business Analyst
5 1 (3.85%) Desktop Engineer
5 1 (3.85%) GIS Developer
5 1 (3.85%) Implementation Consultant
5 1 (3.85%) Report Analyst
5 1 (3.85%) Senior Analyst
5 1 (3.85%) Test Engineer
Libraries, Frameworks & Software Standards
1 3 (11.54%) Kafka
2 1 (3.85%) Google Maps API
2 1 (3.85%) Web Services
2 1 (3.85%) WPF
Miscellaneous
1 7 (26.92%) Computer Science
2 6 (23.08%) Algorithms
3 1 (3.85%) Analytical Skills
3 1 (3.85%) Data Centre
3 1 (3.85%) Management Information System
Operating Systems
1 5 (19.23%) Linux
2 3 (11.54%) Unix
3 1 (3.85%) Windows
Processes & Methodologies
1 7 (26.92%) Mathematics
1 7 (26.92%) Statistics
2 5 (19.23%) Validation
3 4 (15.38%) Data Entry
3 4 (15.38%) Data Validation
3 4 (15.38%) Physics
4 3 (11.54%) Analytics
4 3 (11.54%) Applied Mathematics
4 3 (11.54%) Biology
4 3 (11.54%) Complexity Analysis
4 3 (11.54%) Machine Learning
4 3 (11.54%) Pattern Recognition
4 3 (11.54%) Prototyping
4 3 (11.54%) Signal Processing
4 3 (11.54%) Software Engineering
4 3 (11.54%) Statistical Analysis
5 2 (7.69%) Bioinformatics
5 2 (7.69%) Data Management
5 2 (7.69%) Data Modelling
5 2 (7.69%) Network Planning
Programming Languages
1 12 (46.15%) SQL
2 7 (26.92%) Python
3 5 (19.23%) C
3 5 (19.23%) C++
4 4 (15.38%) MATLAB
5 3 (11.54%) C#
5 3 (11.54%) Java
6 2 (7.69%) R
6 2 (7.69%) VBA
7 1 (3.85%) Bash Shell
7 1 (3.85%) Perl
7 1 (3.85%) Shell Script
7 1 (3.85%) tcsh
Qualifications
1 12 (46.15%) Degree
2 4 (15.38%) PhD
Quality Assurance & Compliance
1 3 (11.54%) Data Quality
2 2 (7.69%) GCP
2 2 (7.69%) GLP
3 1 (3.85%) QA
Vendors
1 3 (11.54%) Microsoft
2 2 (7.69%) Minitab
3 1 (3.85%) Google
3 1 (3.85%) Oracle
Cambridge, Cambridgeshire
Bluetownonline
Posted: 6 hours ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £36,000 to £55,000 per annum health + pension + 25 days holiday
Posted: 2 days ago
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £35k
Posted: 21 days ago