Period
to 20 March 2019

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 6 months to 20 March 2019 with a comparison to the same period in the previous 2 years.

Data Analysis
East of England > Cambridgeshire
6 months to
20 Mar 2019
Same period 2018 Same period 2017
Rank 128 137 138
Rank change year-on-year +9 +1 +26
Permanent jobs citing Data Analysis 52 80 41
As % of all permanent IT jobs advertised in Cambridgeshire 1.82% 1.79% 1.23%
As % of the Processes & Methodologies category 1.97% 1.92% 1.36%
Number of salaries quoted 36 37 32
Cambridgeshire median annual salary £47,773 £37,500 £37,500
Median salary % change year-on-year +27.39% - -28.57%
10th Percentile £38,125 £30,000 £27,300
90th Percentile £60,000 £52,700 £52,375
East of England median annual salary £47,773 £37,500 £39,729
% change year-on-year +27.39% -5.61% -1.90%

Data Analysis 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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 2,643 4,175 3,012
As % of all permanent IT jobs advertised in Cambridgeshire 92.64% 93.28% 90.23%
Number of salaries quoted 1,896 3,032 2,422
Cambridgeshire median annual salary £48,750 £49,000 £45,000
Median salary % change year-on-year -0.51% +8.89% +5.88%
10th Percentile £28,500 £29,250 £27,000
90th Percentile £72,500 £68,750 £64,500
East of England median annual salary £47,500 £50,000 £45,000
% change year-on-year -5.00% +11.11% -

Data Analysis
Job Vacancy Trend in Cambridgeshire

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Cambridgeshire.

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 6 months to 20 March 2019.

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 6 months to 20 March 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +23 40 £47,773 +27.39% 17
Peterborough -13 1 £32,000 -28.89% 1
Data Analysis
East of England

For the 6 months to 20 March 2019, IT jobs citing Data Analysis 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 Cambridgeshire region with a requirement for Data Analysis.

1 28 (53.85%) Degree
2 24 (46.15%) Bioinformatics
3 23 (44.23%) Biology
4 21 (40.38%) Computer Science
5 19 (36.54%) Mathematics
6 16 (30.77%) Linux
7 15 (28.85%) Problem-Solving
8 14 (26.92%) Analytical Skills
8 14 (26.92%) Python
9 13 (25.00%) Git (software)
9 13 (25.00%) OpenStack
10 12 (23.08%) Self-Motivation
11 11 (21.15%) Analytics
11 11 (21.15%) Informatics
11 11 (21.15%) Statistical Analysis
11 11 (21.15%) PhD
11 11 (21.15%) SQL
12 10 (19.23%) Law
12 10 (19.23%) Physics
12 10 (19.23%) Life Science
13 9 (17.31%) Unix
14 8 (15.38%) Business Intelligence
14 8 (15.38%) Workflow
14 8 (15.38%) Workflow Management
14 8 (15.38%) Agile Software Development
14 8 (15.38%) QA
14 8 (15.38%) Machine Learning
14 8 (15.38%) Open Source
14 8 (15.38%) Computational Biology
14 8 (15.38%) Computer Science Degree

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 13 (25.00%) OpenStack
2 2 (3.85%) Drupal
2 2 (3.85%) SAS
Applications
1 5 (9.62%) Microsoft Excel
Business Applications
1 4 (7.69%) Dynamics AX
1 4 (7.69%) NetSuite
2 2 (3.85%) CiviCRM
Cloud Services
1 4 (7.69%) Amazon AWS
1 4 (7.69%) Microsoft Azure
2 3 (5.77%) Azure Data Factory
3 2 (3.85%) Cloud Computing
4 1 (1.92%) Google Cloud Platform
Communications & Networking
1 5 (9.62%) Software-Defined Networking
2 2 (3.85%) Intranet
Database & Business Intelligence
1 7 (13.46%) Power BI
2 6 (11.54%) Big Data
3 3 (5.77%) Azure SQL Database
3 3 (5.77%) Data Lake
3 3 (5.77%) Hadoop
3 3 (5.77%) Microsoft Analysis Services
3 3 (5.77%) PowerPivot
3 3 (5.77%) SQL Server
3 3 (5.77%) SQL Server Analysis Services
3 3 (5.77%) SQL Server Integration Services
4 2 (3.85%) Apache Hive
4 2 (3.85%) Base SAS
4 2 (3.85%) MySQL
4 2 (3.85%) Pentaho
4 2 (3.85%) QlikView
5 1 (1.92%) Amazon Athena
5 1 (1.92%) HBase
Development Applications
1 13 (25.00%) Git (software)
2 5 (9.62%) Mercurial
2 5 (9.62%) Subversion
3 3 (5.77%) JIRA
4 1 (1.92%) Atlassian Bamboo
4 1 (1.92%) Jenkins
General
1 10 (19.23%) Law
2 7 (13.46%) Manufacturing
3 4 (7.69%) Finance
3 4 (7.69%) Telecoms
4 2 (3.85%) Banking
4 2 (3.85%) Marketing
5 1 (1.92%) Electronics
5 1 (1.92%) Mandarin Language
Job Titles
1 18 (34.62%) Developer
2 13 (25.00%) Senior Developer
2 13 (25.00%) Senior Software Developer
2 13 (25.00%) Software Developer
3 6 (11.54%) Data Scientist
4 4 (7.69%) Analyst
4 4 (7.69%) Business Intelligence Manager
5 3 (5.77%) Business Intelligence Developer
5 3 (5.77%) Data Analyst
6 2 (3.85%) Drupal Developer
6 2 (3.85%) PHP Developer
6 2 (3.85%) PHP Drupal Developer
6 2 (3.85%) QA Engineer
6 2 (3.85%) Risk Analyst
6 2 (3.85%) Risk Analytics Analyst
6 2 (3.85%) Senior QA Engineer
6 2 (3.85%) Systems Analyst
7 1 (1.92%) IT Manager
7 1 (1.92%) Relationships Manager
7 1 (1.92%) Telecoms Engineer
Libraries, Frameworks & Software Standards
1 6 (11.54%) POSIX
2 5 (9.62%) React
2 5 (9.62%) Redux
2 5 (9.62%) WebSockets
3 3 (5.77%) JSON
4 2 (3.85%) Natural Language Processing
5 1 (1.92%) Node.js
5 1 (1.92%) Web Services
Miscellaneous
1 14 (26.92%) Analytical Skills
2 12 (23.08%) Self-Motivation
3 10 (19.23%) Life Science
4 7 (13.46%) Algorithms
5 6 (11.54%) Private Cloud
6 1 (1.92%) Analytical Mindset
Operating Systems
1 16 (30.77%) Linux
2 9 (17.31%) Unix
Processes & Methodologies
1 24 (46.15%) Bioinformatics
2 23 (44.23%) Biology
3 21 (40.38%) Computer Science
4 19 (36.54%) Mathematics
5 15 (28.85%) Problem-Solving
6 11 (21.15%) Analytics
6 11 (21.15%) Informatics
6 11 (21.15%) Statistical Analysis
7 10 (19.23%) Physics
8 8 (15.38%) Agile Software Development
8 8 (15.38%) Business Intelligence
8 8 (15.38%) Computational Biology
8 8 (15.38%) Machine Learning
8 8 (15.38%) Open Source
8 8 (15.38%) Workflow
8 8 (15.38%) Workflow Management
9 7 (13.46%) Data Modelling
9 7 (13.46%) Data Science
9 7 (13.46%) Statistics
10 6 (11.54%) Artificial Intelligence
Programming Languages
1 14 (26.92%) Python
2 11 (21.15%) SQL
3 6 (11.54%) MATLAB
4 5 (9.62%) Java
4 5 (9.62%) JavaScript
4 5 (9.62%) Perl
4 5 (9.62%) R
5 4 (7.69%) C#
5 4 (7.69%) C++
6 3 (5.77%) Data Analysis Expressions (DAX)
6 3 (5.77%) PowerShell
7 2 (3.85%) PHP
7 2 (3.85%) VBA
Qualifications
1 28 (53.85%) Degree
2 11 (21.15%) PhD
3 8 (15.38%) Computer Science Degree
4 4 (7.69%) Master's Degree
5 2 (3.85%) PMP
6 1 (1.92%) ACCA
6 1 (1.92%) CBAP
6 1 (1.92%) Numerate Degree
Quality Assurance & Compliance
1 8 (15.38%) QA
2 1 (1.92%) IEC 62304
2 1 (1.92%) ISO 13485
System Software
1 5 (9.62%) Lustre
2 2 (3.85%) Docker
Systems Management
1 2 (3.85%) Kubernetes
1 2 (3.85%) Terraform
2 1 (1.92%) Ansible
2 1 (1.92%) Opscode Chef
2 1 (1.92%) Puppet
Vendors
1 4 (7.69%) JD Edwards
2 3 (5.77%) Microsoft
3 2 (3.85%) Tableau
4 1 (1.92%) Salesforce.com