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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
East of England / Cambridgeshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 115 91 114
Rank change year-on-year -24 +23  
Permanent jobs citing Data Analysis 24 35 23
As % of all permanent IT jobs advertised in Cambridgeshire 1.25% 1.89% 1.04%
As % of the Processes & Methodologies category 1.42% 2.12% 1.23%
Number of salaries quoted 10 24 20
Median salary £37,500 £65,000 £43,750
Median salary % change year-on-year -42.30% +48.57%  
90% offered a salary of more than £32,250 £34,000 £34,200
10% offered a salary of more than £45,050 £85,000 £52,500
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 Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 1691 1648 1869
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.40% 88.94% 84.84%
Number of salaries quoted 1288 1354 1562
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% -  
90% offered a salary of more than £32,500 £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 £44,000
% change year-on-year - +2.27%  

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 23 June 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 23 June 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 -15 23 £37,500 -42.30% 6
Peterborough -10 1 £41,500 -38.51% 2
Data Analysis
East of England

For the 6 months to 23 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 Cambridgeshire region with a requirement for Data Analysis.

1 18 (47.37%) SQL
2 13 (34.21%) Computer Science
3 11 (28.95%) MySQL
3 11 (28.95%) Degree
3 11 (28.95%) Analytics
4 10 (26.32%) Mathematics
4 10 (26.32%) Statistics
4 10 (26.32%) Software Engineering
5 9 (23.68%) GIS
5 9 (23.68%) Validation
6 8 (21.05%) Management Information System
6 8 (21.05%) Python
6 8 (21.05%) Relational Database
6 8 (21.05%) Algorithms
6 8 (21.05%) Geospatial Data
7 7 (18.42%) SDLC
7 7 (18.42%) Google
7 7 (18.42%) Finance
7 7 (18.42%) Google Maps API
8 6 (15.79%) Marketing
8 6 (15.79%) SQL Server
9 5 (13.16%) Windows
9 5 (13.16%) Data Quality
10 4 (10.53%) Machine Learning
10 4 (10.53%) Analytical Skills
10 4 (10.53%) Physics
10 4 (10.53%) Linux
10 4 (10.53%) PhD
10 4 (10.53%) C
10 4 (10.53%) C++

Data Analysis
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 3 (7.89%) Apache Spark
1 3 (7.89%) Elasticsearch
1 3 (7.89%) IIS
1 3 (7.89%) Jupyter
2 1 (2.63%) SAS
2 1 (2.63%) Smallworld
Applications
1 2 (5.26%) Microsoft Office
2 1 (2.63%) Microsoft Excel
2 1 (2.63%) SPSS
Business Applications
1 3 (7.89%) SAP MDG
2 1 (2.63%) Oracle Payables
Communications & Networking
1 1 (2.63%) Bluetooth
1 1 (2.63%) Internet
1 1 (2.63%) SMS
Database & Business Intelligence
1 11 (28.95%) MySQL
2 9 (23.68%) GIS
3 8 (21.05%) Geospatial Data
3 8 (21.05%) Relational Database
4 6 (15.79%) SQL Server
5 3 (7.89%) Apache Cassandra
5 3 (7.89%) SAP Data Services
6 2 (5.26%) Crystal Reports
6 2 (5.26%) SQL Server Reporting Services
7 1 (2.63%) Data Warehouse
7 1 (2.63%) MS Access
7 1 (2.63%) SQL Server 2008
Development Applications
1 1 (2.63%) Visual Studio
General
1 7 (18.42%) Finance
2 6 (15.79%) Marketing
3 1 (2.63%) Billing
3 1 (2.63%) Electronics
3 1 (2.63%) General Ledger
3 1 (2.63%) Mandarin Language
3 1 (2.63%) Telecoms
Job Titles
1 12 (31.58%) Analyst
2 10 (26.32%) Developer
3 9 (23.68%) Data Analyst
4 7 (18.42%) Analytics Developer
4 7 (18.42%) Report Developer
5 6 (15.79%) SQL Analyst
5 6 (15.79%) SQL Data Analyst
6 4 (10.53%) Data Scientist
7 3 (7.89%) Applications Engineer
7 3 (7.89%) Data Analysis Manager
7 3 (7.89%) Data Manager
7 3 (7.89%) Master Data Analyst
8 2 (5.26%) MATLAB Engineer
8 2 (5.26%) Research Analyst
8 2 (5.26%) Support Engineer
9 1 (2.63%) Algorithm Engineer
9 1 (2.63%) Data Engineer
9 1 (2.63%) IT Engineer
9 1 (2.63%) Senior Algorithm Engineer
9 1 (2.63%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 7 (18.42%) Google Maps API
2 3 (7.89%) Kafka
3 1 (2.63%) .NET
3 1 (2.63%) ASP.NET
3 1 (2.63%) ASP.NET Web Forms
3 1 (2.63%) CSS
3 1 (2.63%) CSS3
3 1 (2.63%) HTML
3 1 (2.63%) HTML5
3 1 (2.63%) jQuery
3 1 (2.63%) Swing
Miscellaneous
1 13 (34.21%) Computer Science
2 8 (21.05%) Algorithms
2 8 (21.05%) Management Information System
3 4 (10.53%) Analytical Skills
4 2 (5.26%) NHS
5 1 (2.63%) Driving Licence
5 1 (2.63%) Replication
Operating Systems
1 5 (13.16%) Windows
2 4 (10.53%) Linux
3 2 (5.26%) Unix
3 2 (5.26%) Windows Server
3 2 (5.26%) Windows Server 2012
4 1 (2.63%) Android
4 1 (2.63%) Windows Server 2008
Processes & Methodologies
1 11 (28.95%) Analytics
2 10 (26.32%) Mathematics
2 10 (26.32%) Software Engineering
2 10 (26.32%) Statistics
3 9 (23.68%) Validation
4 7 (18.42%) SDLC
5 4 (10.53%) Machine Learning
5 4 (10.53%) Physics
6 3 (7.89%) Applied Mathematics
6 3 (7.89%) Data Governance
6 3 (7.89%) Data Management
6 3 (7.89%) Master Data Management
6 3 (7.89%) Pattern Recognition
6 3 (7.89%) Prototyping
6 3 (7.89%) Signal Processing
6 3 (7.89%) Visualisation
7 2 (5.26%) Complexity Analysis
7 2 (5.26%) Customer Requirements
7 2 (5.26%) Network Planning
7 2 (5.26%) System Integration Testing
Programming Languages
1 18 (47.37%) SQL
2 8 (21.05%) Python
3 4 (10.53%) C
3 4 (10.53%) C++
4 3 (7.89%) C#
4 3 (7.89%) Java
4 3 (7.89%) MATLAB
5 2 (5.26%) JavaScript
5 2 (5.26%) Perl
5 2 (5.26%) PHP
5 2 (5.26%) R
6 1 (2.63%) Embedded C
6 1 (2.63%) Embedded C++
6 1 (2.63%) VB
6 1 (2.63%) VBA
Qualifications
1 11 (28.95%) Degree
2 4 (10.53%) PhD
3 3 (7.89%) Computer Science Degree
4 2 (5.26%) Master's Degree
4 2 (5.26%) Numerate Degree
Quality Assurance & Compliance
1 5 (13.16%) Data Quality
System Software
1 1 (2.63%) Firmware
Vendors
1 7 (18.42%) Google
2 3 (7.89%) SAP
3 2 (5.26%) Oracle
4 1 (2.63%) Minitab
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