Period
to 12 December 2018

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 12 December 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
East of England > Cambridgeshire
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 122 132 116
Rank change year-on-year +10 -16 +46
Permanent jobs citing Data Analysis 54 82 64
As % of all permanent IT jobs advertised in Cambridgeshire 1.75% 1.89% 1.85%
As % of the Processes & Methodologies category 1.91% 2.02% 2.07%
Number of salaries quoted 38 33 50
Cambridgeshire median annual salary £52,790 £37,500 £47,500
Median salary % change year-on-year +40.77% -21.05% +11.76%
10th Percentile £39,720 £30,000 £31,125
90th Percentile £60,000 £52,500 £80,125
East of England median annual salary £47,773 £39,500 £40,000
% change year-on-year +20.94% -1.25% -

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 2,832 4,060 3,099
As % of all permanent IT jobs advertised in Cambridgeshire 91.83% 93.81% 89.77%
Number of salaries quoted 2,028 3,087 2,556
Cambridgeshire median annual salary £49,500 £47,500 £45,000
Median salary % change year-on-year +4.21% +5.56% +2.27%
10th Percentile £28,250 £27,500 £26,250
90th Percentile £72,500 £70,000 £66,250
East of England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

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 12 December 2018.

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 12 December 2018. 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 +14 45 £52,790 +40.77% 18
Peterborough -31 8 £47,500 +22.58% 1
Data Analysis
East of England

For the 6 months to 12 December 2018, 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 (51.85%) Bioinformatics
2 24 (44.44%) Mathematics
3 23 (42.59%) OpenStack
4 21 (38.89%) Problem-Solving
5 17 (31.48%) Biology
6 16 (29.63%) Life Science
7 15 (27.78%) SQL
7 15 (27.78%) DNA
8 14 (25.93%) Degree
8 14 (25.93%) Agile Software Development
8 14 (25.93%) Self-Motivation
8 14 (25.93%) IT Strategy
8 14 (25.93%) Machine Learning
9 13 (24.07%) Software-Defined Networking
9 13 (24.07%) Disruptive Innovation
9 13 (24.07%) Creative Problem-Solving
9 13 (24.07%) Lustre
9 13 (24.07%) Python
10 12 (22.22%) SQL Server
10 12 (22.22%) ETL
11 11 (20.37%) Law
11 11 (20.37%) SQL Server Integration Services
11 11 (20.37%) Computer Science
11 11 (20.37%) SQL Server Analysis Services
11 11 (20.37%) QA
11 11 (20.37%) Amazon AWS
12 10 (18.52%) Physics
12 10 (18.52%) Web Services
13 9 (16.67%) Informatics
13 9 (16.67%) Migration

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 23 (42.59%) OpenStack
2 2 (3.70%) SAS
3 1 (1.85%) Drupal
3 1 (1.85%) JBoss
3 1 (1.85%) Mule
3 1 (1.85%) Mule ESB
3 1 (1.85%) SharePoint
Applications
1 6 (11.11%) Microsoft Excel
Business Applications
1 1 (1.85%) CiviCRM
1 1 (1.85%) Dynamics AX
Cloud Services
1 11 (20.37%) Amazon AWS
2 4 (7.41%) Azure Data Factory
2 4 (7.41%) Cloud Computing
2 4 (7.41%) Microsoft Azure
Communications & Networking
1 13 (24.07%) Software-Defined Networking
2 1 (1.85%) Intranet
Database & Business Intelligence
1 12 (22.22%) SQL Server
2 11 (20.37%) SQL Server Analysis Services
2 11 (20.37%) SQL Server Integration Services
3 7 (12.96%) SQL Server Reporting Services
4 6 (11.11%) Microsoft Analysis Services
4 6 (11.11%) Power BI
4 6 (11.11%) SQL Server 2008
5 5 (9.26%) Crystal Reports
5 5 (9.26%) PowerPivot
6 4 (7.41%) Azure SQL Database
6 4 (7.41%) Data Lake
7 3 (5.56%) Big Data
8 2 (3.70%) Data Warehouse
8 2 (3.70%) Hadoop
8 2 (3.70%) MySQL
9 1 (1.85%) Apache Hive
9 1 (1.85%) Base SAS
9 1 (1.85%) BusinessObjects
9 1 (1.85%) OLAP
9 1 (1.85%) QlikView
Development Applications
1 8 (14.81%) Vagrant
2 3 (5.56%) Git (software)
3 2 (3.70%) JIRA
3 2 (3.70%) Subversion
4 1 (1.85%) Grunt
4 1 (1.85%) Jenkins
4 1 (1.85%) JUnit
General
1 11 (20.37%) Law
2 8 (14.81%) Manufacturing
3 5 (9.26%) Telecoms
4 3 (5.56%) Mandarin Language
4 3 (5.56%) Retail
5 1 (1.85%) Banking
5 1 (1.85%) Finance
5 1 (1.85%) Marketing
Job Titles
1 17 (31.48%) Developer
2 10 (18.52%) Software Developer
3 6 (11.11%) Senior Developer
4 5 (9.26%) Business Intelligence Developer
4 5 (9.26%) Lead Developer
4 5 (9.26%) Lead Software Developer
4 5 (9.26%) Senior Software Developer
5 4 (7.41%) Administrator
5 4 (7.41%) Analyst
5 4 (7.41%) DBA
5 4 (7.41%) QA Leader
5 4 (7.41%) SQL DBA
6 3 (5.56%) Architect
6 3 (5.56%) Cloud Developer
6 3 (5.56%) Scientific Software Developer
7 2 (3.70%) Data Analyst
7 2 (3.70%) Data Scientist
7 2 (3.70%) QA Engineer
7 2 (3.70%) Senior QA Engineer
8 1 (1.85%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 10 (18.52%) Web Services
2 4 (7.41%) JSON
3 1 (1.85%) Ajax
3 1 (1.85%) Apache Camel
3 1 (1.85%) CSS
3 1 (1.85%) DWR
3 1 (1.85%) EJB
3 1 (1.85%) Hibernate
3 1 (1.85%) J2EE
3 1 (1.85%) Java EE
3 1 (1.85%) jQuery
3 1 (1.85%) Node.js
3 1 (1.85%) REST
3 1 (1.85%) SOAP
3 1 (1.85%) Spring
3 1 (1.85%) Struts
Miscellaneous
1 16 (29.63%) Life Science
2 14 (25.93%) Self-Motivation
3 8 (14.81%) Cloud Native
4 4 (7.41%) Analytical Skills
5 1 (1.85%) Algorithms
5 1 (1.85%) Mobile App
5 1 (1.85%) PMI
Operating Systems
1 2 (3.70%) Linux
1 2 (3.70%) Unix
2 1 (1.85%) Windows
Processes & Methodologies
1 28 (51.85%) Bioinformatics
2 24 (44.44%) Mathematics
3 21 (38.89%) Problem-Solving
4 17 (31.48%) Biology
5 15 (27.78%) DNA
6 14 (25.93%) Agile Software Development
6 14 (25.93%) IT Strategy
6 14 (25.93%) Machine Learning
7 13 (24.07%) Creative Problem-Solving
7 13 (24.07%) Disruptive Innovation
8 12 (22.22%) ETL
9 11 (20.37%) Computer Science
10 10 (18.52%) Physics
11 9 (16.67%) Informatics
11 9 (16.67%) Migration
12 8 (14.81%) DevOps
12 8 (14.81%) Workflow
12 8 (14.81%) Workflow Management
13 7 (12.96%) Project Management
14 6 (11.11%) Quality Management
Programming Languages
1 15 (27.78%) SQL
2 13 (24.07%) Python
3 8 (14.81%) Go
4 5 (9.26%) Data Analysis Expressions (DAX)
5 4 (7.41%) PowerShell
6 3 (5.56%) R
7 2 (3.70%) T-SQL
7 2 (3.70%) VBA
8 1 (1.85%) C#
8 1 (1.85%) C++
8 1 (1.85%) Java
8 1 (1.85%) Perl
8 1 (1.85%) PHP
Qualifications
1 14 (25.93%) Degree
2 5 (9.26%) PMP
3 4 (7.41%) MCP
4 3 (5.56%) PhD
5 1 (1.85%) Computer Science Degree
5 1 (1.85%) Master's Degree
5 1 (1.85%) PMI Certification
5 1 (1.85%) SAS Certification
Quality Assurance & Compliance
1 11 (20.37%) QA
2 1 (1.85%) IEC 62304
2 1 (1.85%) ISO 13485
2 1 (1.85%) PMO
System Software
1 13 (24.07%) Lustre
2 9 (16.67%) Docker
3 8 (14.81%) VMware Infrastructure
Systems Management
1 9 (16.67%) Ansible
1 9 (16.67%) Kubernetes
1 9 (16.67%) Terraform
2 8 (14.81%) Consul
2 8 (14.81%) Packer
Vendors
1 8 (14.81%) VMware
2 6 (11.11%) Microsoft
3 1 (1.85%) Cognos
3 1 (1.85%) JD Edwards
3 1 (1.85%) Salesforce.com
3 1 (1.85%) SAP
3 1 (1.85%) Tableau