The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Analysis
East of England / Cambridgeshire
Rank 111 119 85
Rank change year-on-year +8 -34  
Permanent jobs citing Data Analysis 14 19 44
As % of all permanent IT jobs advertised in Cambridgeshire 0.83% 0.87% 2.13%
As % of the Processes & Methodologies category 0.94% 0.99% 2.52%
Number of salaries quoted 9 12 36
Median salary £42,500 £52,500 £46,250
Median salary % change year-on-year -19.04% +13.51%  
90% offered a salary of more than £35,600 £22,250 £20,250
10% offered a salary of more than £52,000 £66,750 £90,000
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 Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 1494 1926 1744
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.35% 88.59% 84.62%
Number of salaries quoted 1147 1481 1437
Median salary £46,614 £44,000 £45,000
Median salary % change year-on-year +5.94% -2.22%  
90% offered a salary of more than £30,000 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £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 Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire 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 Cambridgeshire

Data Analysis
Salary Trend in Cambridgeshire

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

Salary trend for Data Analysis in Cambridgeshire

Data Analysis
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Data Analysis in Cambridgeshire over the 3 months to 26 March 2017.

Salary histogram for Data Analysis in Cambridgeshire

Data Analysis
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Cambridgeshire region over the 3 months to 26 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +22 13 £44,000 -20.00% 3
Data Analysis
East of England

Data Analysis
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 26 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 Cambridgeshire region with a requirement for Data Analysis.

1 26 (61.90%) SQL
2 12 (28.57%) SAS
2 12 (28.57%) Degree
3 10 (23.81%) MS Excel
3 10 (23.81%) Analytical Skills
4 9 (21.43%) Microsoft
4 9 (21.43%) Statistical Analysis
5 8 (19.05%) Statistics
5 8 (19.05%) Marketing
5 8 (19.05%) Mathematics
6 6 (14.29%) Propensity Modelling
6 6 (14.29%) Data Management
6 6 (14.29%) Computer Science
6 6 (14.29%) Python
6 6 (14.29%) Validation
6 6 (14.29%) CRM
6 6 (14.29%) Business Intelligence
7 5 (11.90%) SQL Server
7 5 (11.90%) MS Office
7 5 (11.90%) Customer Analysis
7 5 (11.90%) Direct Marketing
7 5 (11.90%) Minitab
7 5 (11.90%) Algorithms
7 5 (11.90%) Data Quality
8 4 (9.52%) Analytics
8 4 (9.52%) Data Validation
8 4 (9.52%) Data Entry
8 4 (9.52%) QA
8 4 (9.52%) MATLAB
8 4 (9.52%) Linux

Data Analysis
Top Related 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 12 (28.57%) SAS
2 2 (4.76%) Apache Spark
2 2 (4.76%) Elasticsearch
2 2 (4.76%) Jupyter
3 1 (2.38%) Smallworld
Applications
1 10 (23.81%) MS Excel
2 5 (11.90%) MS Office
3 2 (4.76%) SPSS
4 1 (2.38%) MS PowerPoint
Business Applications
1 2 (4.76%) Dynamics NAV
Cloud Services
1 1 (2.38%) Google Analytics
1 1 (2.38%) SaaS
Communications & Networking
1 1 (2.38%) 3G
1 1 (2.38%) 3GPP
1 1 (2.38%) 4G
1 1 (2.38%) Bluetooth
1 1 (2.38%) GSM
1 1 (2.38%) LTE
1 1 (2.38%) Radio Access Network
1 1 (2.38%) WCDMA
1 1 (2.38%) Wi-Fi
1 1 (2.38%) Wireless
1 1 (2.38%) WLAN
Database & Business Intelligence
1 5 (11.90%) SQL Server
2 3 (7.14%) Data Warehouse
2 3 (7.14%) GIS
2 3 (7.14%) MySQL
2 3 (7.14%) SQL Server Reporting Services
3 2 (4.76%) Apache Cassandra
3 2 (4.76%) Geospatial Data
3 2 (4.76%) MS Access
3 2 (4.76%) Power BI
3 2 (4.76%) QlikView
3 2 (4.76%) SQL Server 2008
3 2 (4.76%) SQL Server Analysis Services
3 2 (4.76%) SQL Server Integration Services
4 1 (2.38%) Relational Database
Development Applications
1 1 (2.38%) Selenium
1 1 (2.38%) WebDriver
General
1 8 (19.05%) Marketing
2 3 (7.14%) Telecoms
3 2 (4.76%) Legal
3 2 (4.76%) Pharmaceutical
4 1 (2.38%) Billing
4 1 (2.38%) Finance
Job Titles
1 22 (52.38%) Analyst
2 13 (30.95%) Data Analyst
3 7 (16.67%) SQL Analyst
4 5 (11.90%) Business Analyst
4 5 (11.90%) CRM Analyst
4 5 (11.90%) Data Manager
4 5 (11.90%) Excel Analyst
4 5 (11.90%) SQL Data Analyst
5 3 (7.14%) Business Intelligence Analyst
5 3 (7.14%) Data Analysis Manager
5 3 (7.14%) Data Scientist
5 3 (7.14%) Marketing Analyst
6 2 (4.76%) Algorithm Engineer
6 2 (4.76%) Business Intelligence Business Analyst
6 2 (4.76%) Graduate Data Analyst
6 2 (4.76%) Operations Analyst
6 2 (4.76%) Operations Business Analyst
6 2 (4.76%) Research Analyst
6 2 (4.76%) SAS Analyst
6 2 (4.76%) SAS Data Analyst
Libraries, Frameworks & Software Standards
1 2 (4.76%) Kafka
2 1 (2.38%) Google Maps API
2 1 (2.38%) Web Services
2 1 (2.38%) WPF
Miscellaneous
1 10 (23.81%) Analytical Skills
2 6 (14.29%) Computer Science
3 5 (11.90%) Algorithms
4 3 (7.14%) Driving Licence
5 2 (4.76%) iPad
6 1 (2.38%) Data Centre
6 1 (2.38%) Management Information System
6 1 (2.38%) Social Media
Operating Systems
1 4 (9.52%) Linux
2 3 (7.14%) Unix
3 1 (2.38%) Windows
Processes & Methodologies
1 9 (21.43%) Statistical Analysis
2 8 (19.05%) Mathematics
2 8 (19.05%) Statistics
3 6 (14.29%) Business Intelligence
3 6 (14.29%) CRM
3 6 (14.29%) Data Management
3 6 (14.29%) Propensity Modelling
3 6 (14.29%) Validation
4 5 (11.90%) Customer Analysis
4 5 (11.90%) Direct Marketing
5 4 (9.52%) Analytics
5 4 (9.52%) Data Entry
5 4 (9.52%) Data Modelling
5 4 (9.52%) Data Validation
5 4 (9.52%) E-Commerce
6 3 (7.14%) Automation Testing
6 3 (7.14%) Complexity Analysis
6 3 (7.14%) Physics
6 3 (7.14%) Stakeholder Engagement
7 2 (4.76%) Applied Mathematics
Programming Languages
1 26 (61.90%) SQL
2 6 (14.29%) Python
3 4 (9.52%) C
3 4 (9.52%) C++
3 4 (9.52%) MATLAB
4 3 (7.14%) VBA
5 2 (4.76%) C#
5 2 (4.76%) Java
5 2 (4.76%) R
6 1 (2.38%) Bash Shell
6 1 (2.38%) Perl
6 1 (2.38%) Shell Script
6 1 (2.38%) tcsh
6 1 (2.38%) VB
Qualifications
1 12 (28.57%) Degree
2 3 (7.14%) PhD
Quality Assurance & Compliance
1 5 (11.90%) Data Quality
2 4 (9.52%) QA
3 2 (4.76%) GCP
3 2 (4.76%) GLP
Vendors
1 9 (21.43%) Microsoft
2 5 (11.90%) Minitab
3 3 (7.14%) Salesforce.com
4 2 (4.76%) Google
4 2 (4.76%) MicroStrategy
5 1 (2.38%) Facebook
5 1 (2.38%) IBM
5 1 (2.38%) Tealeaf
5 1 (2.38%) Twitter
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £36,000 to £55,000 per annum health + pension + 25 days holiday
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £35k
Posted: 17 days ago