Period
to 20 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 20 October 2018 with a comparison to the same period in the previous 2 years.

Windows Distributed interNet Applications (DNA)
England > East of England
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 307 315 356
Rank change year-on-year +8 +41 +52
Permanent jobs citing DNA 30 39 5
As % of all permanent IT jobs advertised in the East of England 0.29% 0.34% 0.038%
As % of the Processes & Methodologies category 0.32% 0.37% 0.042%
Number of salaries quoted 14 19 4
East of England median annual salary £53,895 £40,000 £40,000
Median salary % change year-on-year +34.74% - -15.79%
10th Percentile £37,834 £33,345 £37,500
90th Percentile £67,500 £54,500 £42,500
England median annual salary £55,000 £45,500 £50,000
% change year-on-year +20.88% -9.00% +53.85%

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 9,406 10,417 11,870
As % of all permanent IT jobs advertised in the East of England 89.53% 89.93% 90.00%
Number of salaries quoted 7,032 8,508 9,818
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £27,000 £27,000 £26,250
90th Percentile £72,500 £68,750 £68,825
England median annual salary £52,225 £50,000 £50,000
% change year-on-year +4.45% - +5.26%

DNA
Job Vacancy Trend in the East of England

Job postings citing DNA as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for DNA in the East of England

DNA
Salary Trend in the East of England

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

Salary trend for DNA in the East of England

DNA
Salary Histogram in the East of England

The salary distribution of IT jobs citing DNA in the East of England over the 6 months to 20 October 2018.

Salary histogram for DNA in the East of England

DNA
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DNA within the East of England region over the 6 months to 20 October 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
Cambridgeshire +37 23 £52,790 +31.97% 4
Hertfordshire -3 6 £65,000 +52.94% 3
East Anglia - 1 - -
DNA
England

For the 6 months to 20 October 2018, IT jobs citing DNA 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 East of England region with a requirement for DNA.

1 16 (53.33%) Problem-Solving
2 15 (50.00%) Life Science
2 15 (50.00%) Biology
3 14 (46.67%) Bioinformatics
4 13 (43.33%) Mathematics
5 11 (36.67%) Data Analysis
6 10 (33.33%) Java
6 10 (33.33%) Self-Motivation
7 9 (30.00%) Lustre
7 9 (30.00%) Creative Problem-Solving
7 9 (30.00%) IT Strategy
7 9 (30.00%) Software-Defined Networking
7 9 (30.00%) Disruptive Innovation
7 9 (30.00%) Computer Science
7 9 (30.00%) Machine Learning
7 9 (30.00%) OpenStack
8 8 (26.67%) Informatics
9 7 (23.33%) Python
9 7 (23.33%) Agile Software Development
10 6 (20.00%) C++
11 5 (16.67%) C#
11 5 (16.67%) Linux
11 5 (16.67%) Statistics
11 5 (16.67%) AngularJS
12 4 (13.33%) Amazon AWS
12 4 (13.33%) Continuous Integration
12 4 (13.33%) PhD
12 4 (13.33%) C
12 4 (13.33%) SQL
12 4 (13.33%) Scrum

DNA
Co-occurring IT Skills in the East of England 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 9 (30.00%) OpenStack
2 1 (3.33%) Apache Solr
2 1 (3.33%) Elasticsearch
2 1 (3.33%) JBoss
2 1 (3.33%) Tomcat
2 1 (3.33%) WebSphere
2 1 (3.33%) WebSphere Application Server
Applications
1 2 (6.67%) Photoshop
Business Applications
1 1 (3.33%) Magento
Cloud Services
1 4 (13.33%) Amazon AWS
2 3 (10.00%) Amazon EC2
2 3 (10.00%) Amazon S3
2 3 (10.00%) CloudFront
2 3 (10.00%) SaaS
Communications & Networking
1 9 (30.00%) Software-Defined Networking
2 1 (3.33%) HTTP
2 1 (3.33%) TCP/IP
Database & Business Intelligence
1 3 (10.00%) Amazon Redshift
2 2 (6.67%) PostgreSQL
2 2 (6.67%) Redis
3 1 (3.33%) Big Data
3 1 (3.33%) DB2
3 1 (3.33%) DbVisualizer
3 1 (3.33%) MongoDB
3 1 (3.33%) MySQL
3 1 (3.33%) Relational Database
Development Applications
1 2 (6.67%) Git (software)
1 2 (6.67%) gulp
1 2 (6.67%) Jasmine
1 2 (6.67%) JIRA
1 2 (6.67%) Karma Test Runner
1 2 (6.67%) Mercurial
2 1 (3.33%) Eclipse
2 1 (3.33%) Firebug
2 1 (3.33%) JMeter
2 1 (3.33%) LoadRunner
2 1 (3.33%) The Grinder
General
1 3 (10.00%) Finance
1 3 (10.00%) Law
1 3 (10.00%) Military
2 1 (3.33%) Retail
Job Titles
1 11 (36.67%) Developer
2 7 (23.33%) Java Developer
3 4 (13.33%) Architect
3 4 (13.33%) C# Developer
3 4 (13.33%) Lead Developer
4 3 (10.00%) Data Scientist
4 3 (10.00%) Lead C# Developer
4 3 (10.00%) Lead Java Developer
5 2 (6.67%) C# Programmer
5 2 (6.67%) C# Software Developer
5 2 (6.67%) Developer/Software Engineer
5 2 (6.67%) Front End Developer (Client-Side Developer)
5 2 (6.67%) Graduate Java Developer
5 2 (6.67%) Java Engineer
5 2 (6.67%) Java Software Developer
5 2 (6.67%) Lead Programmer
5 2 (6.67%) Lead Software Developer
5 2 (6.67%) Lead Software Engineer
5 2 (6.67%) Software Engineer
5 2 (6.67%) Software Programmer
Libraries, Frameworks & Software Standards
1 5 (16.67%) AngularJS
2 3 (10.00%) Node.js
2 3 (10.00%) Spring
2 3 (10.00%) Web Services
3 2 (6.67%) CSS
3 2 (6.67%) Hibernate
3 2 (6.67%) HTML
3 2 (6.67%) HTML5
3 2 (6.67%) JSP
3 2 (6.67%) JSTL
3 2 (6.67%) LESS
3 2 (6.67%) React
3 2 (6.67%) Sass
3 2 (6.67%) Semantic HTML
3 2 (6.67%) Twitter Bootstrap
3 2 (6.67%) Vue.js
4 1 (3.33%) .NET
4 1 (3.33%) .NET Framework
4 1 (3.33%) RESTful
4 1 (3.33%) WebSockets
Miscellaneous
1 15 (50.00%) Life Science
2 10 (33.33%) Self-Motivation
3 9 (30.00%) Computer Science
4 3 (10.00%) Algorithms
5 2 (6.67%) Analytical Skills
5 2 (6.67%) User Experience
5 2 (6.67%) W3C
6 1 (3.33%) Data Structures
6 1 (3.33%) LIMS
Operating Systems
1 5 (16.67%) Linux
2 3 (10.00%) Windows
3 1 (3.33%) AIX
3 1 (3.33%) Unix
Processes & Methodologies
1 16 (53.33%) Problem-Solving
2 15 (50.00%) Biology
3 14 (46.67%) Bioinformatics
4 13 (43.33%) Mathematics
5 11 (36.67%) Data Analysis
6 9 (30.00%) Creative Problem-Solving
6 9 (30.00%) Disruptive Innovation
6 9 (30.00%) IT Strategy
6 9 (30.00%) Machine Learning
7 8 (26.67%) Informatics
8 7 (23.33%) Agile Software Development
9 5 (16.67%) Statistics
10 4 (13.33%) Continuous Integration
10 4 (13.33%) DevOps
10 4 (13.33%) Scrum
11 3 (10.00%) Data Science
11 3 (10.00%) Front End Development
11 3 (10.00%) Line Management
11 3 (10.00%) Scaled Agile Framework
11 3 (10.00%) Web Application Development
Programming Languages
1 10 (33.33%) Java
2 7 (23.33%) Python
3 6 (20.00%) C++
4 5 (16.67%) C#
5 4 (13.33%) C
5 4 (13.33%) SQL
6 3 (10.00%) Go
6 3 (10.00%) Java 8
6 3 (10.00%) JavaScript
6 3 (10.00%) Perl
7 1 (3.33%) AWK
7 1 (3.33%) PHP
7 1 (3.33%) R
Qualifications
1 4 (13.33%) PhD
2 2 (6.67%) Computer Science Degree
2 2 (6.67%) Degree
3 1 (3.33%) MCP
3 1 (3.33%) Microsoft Certification
Quality Assurance & Compliance
1 1 (3.33%) SLA
System Software
1 9 (30.00%) Lustre
2 3 (10.00%) Docker
Systems Management
1 3 (10.00%) Ansible
2 1 (3.33%) Grafana
2 1 (3.33%) Kubernetes
Vendors
1 3 (10.00%) hybris
2 1 (3.33%) AppDynamics
2 1 (3.33%) Dynatrace
2 1 (3.33%) IBM
2 1 (3.33%) Intershop
2 1 (3.33%) Microsoft
2 1 (3.33%) New Relic
2 1 (3.33%) Oracle