Period
to 21 October 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 21 October 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
21 Oct 2018
Same period 2017 Same period 2016
Rank 156 189 -
Rank change year-on-year +33 - +199
Permanent jobs citing DNA 23 11 0
As % of all permanent IT jobs advertised in Cambridgeshire 0.67% 0.29% -
As % of the Processes & Methodologies category 0.73% 0.32% -
Number of salaries quoted 12 10 0
Cambridgeshire median annual salary £52,790 £40,000 -
Median salary % change year-on-year +31.97% - -
East of England median annual salary £53,895 £40,000 £40,000
% change year-on-year +34.74% - -15.79%

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 3,140 3,479 3,166
As % of all permanent IT jobs advertised in Cambridgeshire 91.92% 92.28% 89.41%
Number of salaries quoted 2,152 2,703 2,609
Cambridgeshire median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £70,000 £70,000 £66,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 21 October 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 21 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
Cambridge +47 22 £52,790 +14.14% 3
Peterborough -38 1 - -
DNA
East of England

For the 6 months to 21 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 Cambridgeshire region with a requirement for DNA.

1 15 (65.22%) Life Science
2 14 (60.87%) Bioinformatics
3 13 (56.52%) Mathematics
3 13 (56.52%) Biology
4 12 (52.17%) Problem-Solving
5 11 (47.83%) Data Analysis
6 10 (43.48%) Self-Motivation
7 9 (39.13%) Creative Problem-Solving
7 9 (39.13%) IT Strategy
7 9 (39.13%) Disruptive Innovation
7 9 (39.13%) Lustre
7 9 (39.13%) Machine Learning
7 9 (39.13%) OpenStack
7 9 (39.13%) Software-Defined Networking
8 8 (34.78%) Informatics
9 7 (30.43%) Computer Science
9 7 (30.43%) Python
10 6 (26.09%) C++
11 5 (21.74%) Java
11 5 (21.74%) C#
12 4 (17.39%) Agile Software Development
12 4 (17.39%) Statistics
12 4 (17.39%) Continuous Integration
12 4 (17.39%) C
12 4 (17.39%) PhD
12 4 (17.39%) Linux
12 4 (17.39%) Scrum
12 4 (17.39%) DevOps
12 4 (17.39%) Amazon AWS
13 3 (13.04%) SaaS

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 9 (39.13%) OpenStack
2 1 (4.35%) Elasticsearch
Cloud Services
1 4 (17.39%) Amazon AWS
2 3 (13.04%) Amazon EC2
2 3 (13.04%) Amazon S3
2 3 (13.04%) CloudFront
2 3 (13.04%) SaaS
Communications & Networking
1 9 (39.13%) Software-Defined Networking
2 1 (4.35%) HTTP
2 1 (4.35%) TCP/IP
Database & Business Intelligence
1 3 (13.04%) Amazon Redshift
2 2 (8.70%) PostgreSQL
2 2 (8.70%) Redis
3 1 (4.35%) Big Data
3 1 (4.35%) MongoDB
3 1 (4.35%) MySQL
3 1 (4.35%) Relational Database
Development Applications
1 1 (4.35%) Eclipse
General
1 3 (13.04%) Finance
1 3 (13.04%) Law
1 3 (13.04%) Military
Job Titles
1 7 (30.43%) Developer
2 5 (21.74%) Java Developer
3 4 (17.39%) Architect
3 4 (17.39%) C# Developer
3 4 (17.39%) Lead Developer
4 3 (13.04%) Data Scientist
4 3 (13.04%) Lead C# Developer
4 3 (13.04%) Lead Java Developer
5 2 (8.70%) C# Programmer
5 2 (8.70%) C# Software Developer
5 2 (8.70%) C# Software Engineer
5 2 (8.70%) Graduate Java Developer
5 2 (8.70%) Java Engineer
5 2 (8.70%) Java Programmer
5 2 (8.70%) Java Software Developer
5 2 (8.70%) Java Software Engineer
5 2 (8.70%) Lead Programmer
5 2 (8.70%) Lead Software Developer
5 2 (8.70%) Lead Software Engineer
5 2 (8.70%) Software Programmer
Libraries, Frameworks & Software Standards
1 3 (13.04%) AngularJS
1 3 (13.04%) Web Services
2 1 (4.35%) .NET
2 1 (4.35%) .NET Framework
2 1 (4.35%) Node.js
2 1 (4.35%) RESTful
2 1 (4.35%) Spring
2 1 (4.35%) WebSockets
Miscellaneous
1 15 (65.22%) Life Science
2 10 (43.48%) Self-Motivation
3 7 (30.43%) Computer Science
4 3 (13.04%) Algorithms
5 1 (4.35%) Analytical Skills
5 1 (4.35%) Data Structures
Operating Systems
1 4 (17.39%) Linux
2 3 (13.04%) Windows
3 1 (4.35%) Unix
Processes & Methodologies
1 14 (60.87%) Bioinformatics
2 13 (56.52%) Biology
2 13 (56.52%) Mathematics
3 12 (52.17%) Problem-Solving
4 11 (47.83%) Data Analysis
5 9 (39.13%) Creative Problem-Solving
5 9 (39.13%) Disruptive Innovation
5 9 (39.13%) IT Strategy
5 9 (39.13%) Machine Learning
6 8 (34.78%) Informatics
7 4 (17.39%) Agile Software Development
7 4 (17.39%) Continuous Integration
7 4 (17.39%) DevOps
7 4 (17.39%) Scrum
7 4 (17.39%) Statistics
8 3 (13.04%) Line Management
8 3 (13.04%) QMS
8 3 (13.04%) Signal Processing
8 3 (13.04%) Test Automation
8 3 (13.04%) Visualisation
Programming Languages
1 7 (30.43%) Python
2 6 (26.09%) C++
3 5 (21.74%) C#
3 5 (21.74%) Java
4 4 (17.39%) C
5 3 (13.04%) Go
6 2 (8.70%) Perl
7 1 (4.35%) Java 8
7 1 (4.35%) JavaScript
7 1 (4.35%) R
7 1 (4.35%) SQL
Qualifications
1 4 (17.39%) PhD
2 2 (8.70%) Computer Science Degree
2 2 (8.70%) Degree
System Software
1 9 (39.13%) Lustre
2 3 (13.04%) Docker
Systems Management
1 3 (13.04%) Ansible
2 1 (4.35%) Kubernetes