Period
to 19 July 2018

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 19 July 2018 with a comparison to the same period in the previous 2 years.

Windows Distributed interNet Applications (DNA)
East of England > Cambridgeshire
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 187 191 -
Rank change year-on-year +4 - +197
Permanent jobs citing DNA 17 4 0
As % of all permanent IT jobs advertised in Cambridgeshire 0.42% 0.11% -
As % of the Processes & Methodologies category 0.45% 0.12% -
Number of salaries quoted 8 4 0
Cambridgeshire median annual salary £43,398 £35,614 -
Median salary % change year-on-year +21.86% - -
East of England median annual salary £42,500 £35,614 -
% change year-on-year +19.34% - -

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 3,765 3,377 3,620
As % of all permanent IT jobs advertised in Cambridgeshire 92.48% 89.84% 89.89%
Number of salaries quoted 2,423 2,577 2,894
Cambridgeshire median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,000 £27,500
90th Percentile £67,500 £70,000 £65,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.51%

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 19 July 2018.

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 19 July 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 +7 14 £43,398 +25.79% 3
Peterborough - 3 - -
DNA
East of England

For the 6 months to 19 July 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 Cambridgeshire region with a requirement for DNA.

1 11 (64.71%) Bioinformatics
2 9 (52.94%) Python
3 8 (47.06%) Computer Science
4 7 (41.18%) Degree
4 7 (41.18%) Mathematics
4 7 (41.18%) Biology
4 7 (41.18%) Data Analysis
5 6 (35.29%) Statistical Analysis
5 6 (35.29%) PhD
5 6 (35.29%) Analytical Skills
6 5 (29.41%) Data Science
6 5 (29.41%) Continuous Integration
6 5 (29.41%) R
7 4 (23.53%) Amazon AWS
7 4 (23.53%) Life Science
7 4 (23.53%) C#
7 4 (23.53%) Agile Software Development
7 4 (23.53%) Linux
7 4 (23.53%) Docker
7 4 (23.53%) DevOps
8 3 (17.65%) Line Management
8 3 (17.65%) Software Testing
8 3 (17.65%) CloudFront
8 3 (17.65%) Web Application Development
8 3 (17.65%) AngularJS
8 3 (17.65%) Go
8 3 (17.65%) Amazon Redshift
8 3 (17.65%) Ansible
8 3 (17.65%) Scaled Agile Framework
8 3 (17.65%) Finance

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 1 (5.88%) Elasticsearch
1 1 (5.88%) OpenStack
Cloud Services
1 4 (23.53%) Amazon AWS
2 3 (17.65%) Amazon EC2
2 3 (17.65%) Amazon S3
2 3 (17.65%) CloudFront
2 3 (17.65%) SaaS
Communications & Networking
1 1 (5.88%) HTTP
1 1 (5.88%) Software-Defined Networking
1 1 (5.88%) TCP/IP
Database & Business Intelligence
1 3 (17.65%) Amazon Redshift
2 2 (11.76%) PostgreSQL
2 2 (11.76%) Redis
3 1 (5.88%) MongoDB
3 1 (5.88%) Relational Database
General
1 3 (17.65%) Finance
1 3 (17.65%) Military
2 1 (5.88%) Law
Job Titles
1 6 (35.29%) Developer
2 4 (23.53%) C# Developer
2 4 (23.53%) Lead Developer
3 3 (17.65%) Java Developer
3 3 (17.65%) Lead C# Developer
3 3 (17.65%) Lead Java Developer
4 2 (11.76%) Architect
4 2 (11.76%) C# Software Developer
4 2 (11.76%) C# Software Engineer
4 2 (11.76%) Developer/Software Engineer
4 2 (11.76%) Java Engineer
4 2 (11.76%) Java Programmer
4 2 (11.76%) Java Software Developer
4 2 (11.76%) Java Software Engineer
4 2 (11.76%) Lead Software Developer
4 2 (11.76%) Lead Software Engineer
4 2 (11.76%) Programmer
4 2 (11.76%) Software Engineer
4 2 (11.76%) Software Programmer
4 2 (11.76%) Solutions Architect
Libraries, Frameworks & Software Standards
1 3 (17.65%) AngularJS
1 3 (17.65%) Web Services
2 2 (11.76%) Node.js
3 1 (5.88%) .NET
3 1 (5.88%) .NET Framework
3 1 (5.88%) REST
3 1 (5.88%) RESTful
3 1 (5.88%) WebSockets
Miscellaneous
1 8 (47.06%) Computer Science
2 6 (35.29%) Analytical Skills
3 4 (23.53%) Life Science
4 2 (11.76%) Self-Motivation
5 1 (5.88%) Data Structures
Operating Systems
1 4 (23.53%) Linux
2 3 (17.65%) Windows
Processes & Methodologies
1 11 (64.71%) Bioinformatics
2 7 (41.18%) Biology
2 7 (41.18%) Data Analysis
2 7 (41.18%) Mathematics
3 6 (35.29%) Statistical Analysis
4 5 (29.41%) Continuous Integration
4 5 (29.41%) Data Science
5 4 (23.53%) Agile Software Development
5 4 (23.53%) DevOps
6 3 (17.65%) Line Management
6 3 (17.65%) QMS
6 3 (17.65%) Quality Management
6 3 (17.65%) Scaled Agile Framework
6 3 (17.65%) Scrum
6 3 (17.65%) Software Testing
6 3 (17.65%) Test Automation
6 3 (17.65%) Web Application Development
7 2 (11.76%) Continuous Improvement
7 2 (11.76%) Open Source
7 2 (11.76%) Prototyping
Programming Languages
1 9 (52.94%) Python
2 5 (29.41%) R
3 4 (23.53%) C#
4 3 (17.65%) C++
4 3 (17.65%) Go
4 3 (17.65%) Java
5 1 (5.88%) JavaScript
5 1 (5.88%) SQL
Qualifications
1 7 (41.18%) Degree
2 6 (35.29%) PhD
3 1 (5.88%) Computer Science Degree
System Software
1 4 (23.53%) Docker
2 1 (5.88%) Lustre
Systems Management
1 3 (17.65%) Ansible
2 1 (5.88%) Kubernetes