Period
to 23 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 6 months to 23 January 2018 with a comparison to the same period in the previous 2 years.

Data Management
Cambridgeshire > Cambridge
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 159 121 152
Rank change year-on-year -38 +31 +1
Permanent jobs citing Data Management 20 24 14
As % of all permanent IT jobs advertised in Cambridge 0.63% 1.08% 0.48%
As % of the Processes & Methodologies category 0.67% 1.20% 0.53%
Number of salaries quoted 16 24 12
Cambridge median annual salary £60,000 £65,000 £36,250
Median salary % change year-on-year -7.69% +79.31% -23.68%
10th Percentile £27,500 £37,300 £25,750
90th Percentile £71,250 £98,750 £62,875
Cambridgeshire median annual salary £50,000 £53,500 £40,000
% change year-on-year -6.54% +33.75% -20.00%

Data Management 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 Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 2,982 2,001 2,639
As % of all permanent IT jobs advertised in Cambridge 93.80% 90.22% 89.64%
Number of salaries quoted 2,194 1,697 2,200
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +9.76%
10th Percentile £30,000 £26,250 £29,488
90th Percentile £71,250 £67,500 £65,000
Cambridgeshire median annual salary £50,000 £45,000 £44,000
% change year-on-year +11.11% +2.27% +3.53%

Data Management
Job Vacancy Trend in Cambridge

Job postings citing Data Management as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Data Management in Cambridge

Data Management
Salary Trend in Cambridge

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

Salary trend for Data Management in Cambridge

Data Management
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Data Management in Cambridge over the 6 months to 23 January 2018.

Salary histogram for Data Management in Cambridge

For the 6 months to 23 January 2018, IT jobs citing Data Management 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 Cambridge region with a requirement for Data Management.

1 15 (75.00%) Java
2 10 (50.00%) Python
3 8 (40.00%) CSS
3 8 (40.00%) HTML
3 8 (40.00%) Agile Software Development
3 8 (40.00%) Computer Science
4 7 (35.00%) Spring
4 7 (35.00%) TDD
4 7 (35.00%) Hibernate
4 7 (35.00%) Multithreading
4 7 (35.00%) Terracotta
4 7 (35.00%) Enterprise Software
5 6 (30.00%) Pharmaceutical
5 6 (30.00%) JavaScript
6 5 (25.00%) Workflow
6 5 (25.00%) Text Mining
6 5 (25.00%) Web Development
6 5 (25.00%) Life Science
6 5 (25.00%) Mathematics
6 5 (25.00%) Elasticsearch
6 5 (25.00%) REST
7 4 (20.00%) Machine Learning
7 4 (20.00%) Continuous Integration
7 4 (20.00%) Concurrent Programming
7 4 (20.00%) Finance
8 3 (15.00%) Degree
8 3 (15.00%) RESTful
9 2 (10.00%) Apache Solr
9 2 (10.00%) Social Network
9 2 (10.00%) 3D Modelling

Data Management
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 5 (25.00%) Elasticsearch
2 2 (10.00%) Apache Solr
3 1 (5.00%) Apache Spark
Applications
1 1 (5.00%) Microsoft Excel
Business Applications
1 1 (5.00%) SAP MDG
1 1 (5.00%) SAP MDM
Cloud Services
1 2 (10.00%) Microsoft Azure
2 1 (5.00%) Amazon AWS
2 1 (5.00%) Google Analytics
Database & Business Intelligence
1 5 (25.00%) Text Mining
2 1 (5.00%) Amazon Aurora
2 1 (5.00%) Amazon RDS
2 1 (5.00%) Amazon Redshift
2 1 (5.00%) Big Data
2 1 (5.00%) BusinessObjects
2 1 (5.00%) Data Mart
2 1 (5.00%) Data Mining
2 1 (5.00%) Data Warehouse
2 1 (5.00%) Hadoop
2 1 (5.00%) MySQL
2 1 (5.00%) Oracle BI EE
2 1 (5.00%) Oracle Database
2 1 (5.00%) PowerCenter
2 1 (5.00%) Spotfire
Development Applications
1 2 (10.00%) Visual Studio
1 2 (10.00%) WebSharper
2 1 (5.00%) ERwin
General
1 6 (30.00%) Pharmaceutical
2 4 (20.00%) Finance
3 1 (5.00%) Advertising
Job Titles
1 17 (85.00%) Developer
2 15 (75.00%) Java Developer
3 7 (35.00%) Java Software Developer
4 6 (30.00%) Software Developer
5 5 (25.00%) JavaScript Developer
6 4 (20.00%) Java Engineer
7 3 (15.00%) Financial Software Developer
7 3 (15.00%) Financial Software Engineer
7 3 (15.00%) Graduate
7 3 (15.00%) Graduate Developer
7 3 (15.00%) Graduate Java Developer
7 3 (15.00%) Graduate Software Developer
7 3 (15.00%) Senior Developer
7 3 (15.00%) Senior Software Developer
8 2 (10.00%) 3D Developer
8 2 (10.00%) CAD Developer
9 1 (5.00%) Data Insight Analyst
9 1 (5.00%) Digital Developer
9 1 (5.00%) Digital Transformation
9 1 (5.00%) Insight Data Analyst
Libraries, Frameworks & Software Standards
1 8 (40.00%) CSS
1 8 (40.00%) HTML
2 7 (35.00%) Hibernate
2 7 (35.00%) Spring
3 5 (25.00%) REST
4 3 (15.00%) RESTful
5 2 (10.00%) .NET
5 2 (10.00%) .NET Framework
5 2 (10.00%) Direct3D
5 2 (10.00%) HTML5
5 2 (10.00%) Lucene
5 2 (10.00%) OpenGL
5 2 (10.00%) Twitter Bootstrap
5 2 (10.00%) Web Services
5 2 (10.00%) WebGL
5 2 (10.00%) WebSockets
5 2 (10.00%) Zurb Foundation
6 1 (5.00%) Pandas
6 1 (5.00%) scikit-learn
6 1 (5.00%) SciPy
Miscellaneous
1 8 (40.00%) Computer Science
2 7 (35.00%) Enterprise Software
3 5 (25.00%) Life Science
4 2 (10.00%) 3D Graphics
4 2 (10.00%) Social Network
Processes & Methodologies
1 8 (40.00%) Agile Software Development
2 7 (35.00%) Multithreading
2 7 (35.00%) TDD
3 5 (25.00%) Mathematics
3 5 (25.00%) Web Development
3 5 (25.00%) Workflow
4 4 (20.00%) Concurrent Programming
4 4 (20.00%) Continuous Integration
4 4 (20.00%) Machine Learning
5 2 (10.00%) 3D Modelling
5 2 (10.00%) Analytics
5 2 (10.00%) API Development
5 2 (10.00%) CAD
5 2 (10.00%) Data Analytics
5 2 (10.00%) DevOps
5 2 (10.00%) Functional Programming
5 2 (10.00%) PDM
5 2 (10.00%) Rapid Prototyping
5 2 (10.00%) Software Engineering
5 2 (10.00%) Web Application Development
Programming Languages
1 15 (75.00%) Java
2 10 (50.00%) Python
3 6 (30.00%) JavaScript
4 2 (10.00%) F#
5 1 (5.00%) PHP
5 1 (5.00%) R
5 1 (5.00%) SQL
Qualifications
1 3 (15.00%) Degree
2 1 (5.00%) PhD
System Software
1 2 (10.00%) Docker
Vendors
1 7 (35.00%) Terracotta
2 2 (10.00%) Microsoft
2 2 (10.00%) Twitter
3 1 (5.00%) Google
3 1 (5.00%) Informatica
3 1 (5.00%) Oracle
3 1 (5.00%) SAP
3 1 (5.00%) Tableau
3 1 (5.00%) Talend