Period
to 15 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for DNA skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited DNA over the 6 months to 15 December 2017 with a comparison to the same period in the previous 2 years.

Windows Distributed interNet Applications (DNA)
East of England > Cambridgeshire
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 188 181 193
Rank change year-on-year -7 +12 +10
Permanent jobs citing DNA 26 3 5
As % of all permanent IT jobs advertised in Cambridgeshire 0.60% 0.086% 0.12%
As % of the Processes & Methodologies category 0.65% 0.098% 0.14%
Number of salaries quoted 25 2 0
Cambridgeshire median annual salary £50,000 £45,000 -
Median salary % change year-on-year +11.11% - -
East of England median annual salary £50,000 £40,000 -
% change year-on-year +25.00% - -

DNA 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 3981 3059 3639
As % of all permanent IT jobs advertised in Cambridgeshire 92.39% 87.98% 88.99%
Number of salaries quoted 3014 2519 3135
Cambridgeshire median annual salary £48,000 £45,000 £44,500
Median salary % change year-on-year +6.67% +1.12% +5.95%
10th Percentile £28,250 £26,250 £28,250
90th Percentile £70,000 £66,250 £65,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

DNA
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for DNA in Cambridgeshire

DNA
Salary Trend in Cambridgeshire

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

Salary trend for DNA in Cambridgeshire

DNA
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing DNA in Cambridgeshire over the 6 months to 15 December 2017.

Salary histogram for DNA in Cambridgeshire

DNA
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DNA within the Cambridgeshire region over the 6 months to 15 December 2017. 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 14 £52,500 +16.67% 3
Peterborough - 12 £50,000 - 3
DNA
East of England

For the 6 months to 15 December 2017, IT jobs citing DNA 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 DNA.

1 21 (80.77%) SDLC
2 13 (50.00%) Agile Software Development
2 13 (50.00%) Degree
3 11 (42.31%) C#
3 11 (42.31%) Python
3 11 (42.31%) Continuous Improvement
4 10 (38.46%) Process Improvement
4 10 (38.46%) QA
4 10 (38.46%) Selenium
4 10 (38.46%) SpecFlow
4 10 (38.46%) Functional Testing
4 10 (38.46%) Non-Functional Testing
4 10 (38.46%) Mentoring
4 10 (38.46%) Coaching
4 10 (38.46%) Analytical Skills
4 10 (38.46%) HP UFT
4 10 (38.46%) VB
4 10 (38.46%) Java
4 10 (38.46%) Ruby
4 10 (38.46%) Software Testing
4 10 (38.46%) Test Automation
5 9 (34.62%) Computer Science
5 9 (34.62%) SQL
5 9 (34.62%) Computer Science Degree
6 8 (30.77%) Bioinformatics
6 8 (30.77%) Web Development
6 8 (30.77%) Unit Testing
6 8 (30.77%) Continuous Integration
6 8 (30.77%) Data Security
7 4 (15.38%) Docker

DNA
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 (11.54%) Elasticsearch
2 1 (3.85%) Exchange Server 2010
2 1 (3.85%) MS Exchange
Cloud Services
1 1 (3.85%) Cortana Intelligence Suite
1 1 (3.85%) Microsoft Azure
1 1 (3.85%) Office 365
1 1 (3.85%) OneDrive
Communications & Networking
1 1 (3.85%) DHCP
1 1 (3.85%) NetScaler
1 1 (3.85%) TCP/IP
Database & Business Intelligence
1 3 (11.54%) MongoDB
1 3 (11.54%) RDBMS
1 3 (11.54%) Redis
1 3 (11.54%) Relational Database
2 1 (3.85%) Big Data
2 1 (3.85%) Hadoop
Development Applications
1 10 (38.46%) HP UFT
1 10 (38.46%) Selenium
1 10 (38.46%) SpecFlow
2 3 (11.54%) Git (software)
3 1 (3.85%) LabVIEW
General
1 2 (7.69%) Games
2 1 (3.85%) Advertising
Job Titles
1 11 (42.31%) Developer
1 11 (42.31%) Python Developer
2 10 (38.46%) Quality Engineer
3 8 (30.77%) Software Developer
4 5 (19.23%) Lead Tester
4 5 (19.23%) Tester
5 1 (3.85%) Administrator
5 1 (3.85%) Architect
5 1 (3.85%) Biologist
5 1 (3.85%) Infrastructure Engineer
5 1 (3.85%) Infrastructure Support
5 1 (3.85%) Principal Engineer
5 1 (3.85%) Research Engineer
5 1 (3.85%) Software Engineer
5 1 (3.85%) Solutions Architect
5 1 (3.85%) Support Engineer
5 1 (3.85%) Systems Administrator
5 1 (3.85%) Technical Infrastructure Engineer
5 1 (3.85%) Technical Support
5 1 (3.85%) Unix Systems Administrator
Libraries, Frameworks & Software Standards
1 3 (11.54%) AngularJS
1 3 (11.54%) CSS
1 3 (11.54%) Flask
1 3 (11.54%) NumPy
1 3 (11.54%) Pandas
1 3 (11.54%) React
1 3 (11.54%) SciPy
2 1 (3.85%) .NET
2 1 (3.85%) .NET Framework
2 1 (3.85%) Natural Language Processing
Miscellaneous
1 10 (38.46%) Analytical Skills
2 9 (34.62%) Computer Science
3 3 (11.54%) Life Science
4 1 (3.85%) Algorithms
4 1 (3.85%) Data Centre
4 1 (3.85%) Data Structures
4 1 (3.85%) HoloLens
4 1 (3.85%) Kinect
4 1 (3.85%) Online Games
Operating Systems
1 1 (3.85%) Linux
1 1 (3.85%) Unix
1 1 (3.85%) Windows
1 1 (3.85%) Windows Server
1 1 (3.85%) Windows Server 2003
1 1 (3.85%) Windows Server 2008
1 1 (3.85%) Windows Server 2012
Processes & Methodologies
1 21 (80.77%) SDLC
2 13 (50.00%) Agile Software Development
3 11 (42.31%) Continuous Improvement
4 10 (38.46%) Coaching
4 10 (38.46%) Functional Testing
4 10 (38.46%) Mentoring
4 10 (38.46%) Non-Functional Testing
4 10 (38.46%) Process Improvement
4 10 (38.46%) Software Testing
4 10 (38.46%) Test Automation
5 8 (30.77%) Bioinformatics
5 8 (30.77%) Continuous Integration
5 8 (30.77%) Data Security
5 8 (30.77%) Unit Testing
5 8 (30.77%) Web Development
6 4 (15.38%) Data Analysis
6 4 (15.38%) Prototyping
7 3 (11.54%) Data Visualisation
7 3 (11.54%) Front End Development
7 3 (11.54%) Visualisation
Programming Languages
1 11 (42.31%) C#
1 11 (42.31%) Python
2 10 (38.46%) Java
2 10 (38.46%) Ruby
2 10 (38.46%) VB
3 9 (34.62%) SQL
4 3 (11.54%) JavaScript
5 1 (3.85%) C++
Qualifications
1 13 (50.00%) Degree
2 9 (34.62%) Computer Science Degree
3 1 (3.85%) MCSA
3 1 (3.85%) MCSE
3 1 (3.85%) Microsoft Certification
3 1 (3.85%) PhD
Quality Assurance & Compliance
1 10 (38.46%) QA
System Software
1 4 (15.38%) Docker
2 1 (3.85%) Active Directory
2 1 (3.85%) Hyper-V
2 1 (3.85%) XenApp
Vendors
1 1 (3.85%) AppSense
1 1 (3.85%) Citrix
1 1 (3.85%) CommVault
1 1 (3.85%) Microsoft
1 1 (3.85%) VMware