Period
to 20 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 20 June 2018 with a comparison to the same period in the previous 2 years.

Visualization
East of England > Cambridgeshire
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 155 120 123
Rank change year-on-year -35 +3 +5
Permanent jobs citing Visualisation 59 73 69
As % of all permanent IT jobs advertised in Cambridgeshire 1.39% 2.03% 1.72%
As % of the Processes & Methodologies category 1.50% 2.27% 1.92%
Number of salaries quoted 42 57 56
Cambridgeshire median annual salary £41,250 £40,000 £53,750
Median salary % change year-on-year +3.13% -25.58% +16.22%
10th Percentile £27,850 £33,556 £29,152
90th Percentile £72,000 £72,000 £60,000
East of England median annual salary £50,000 £40,000 £50,500
% change year-on-year +25.00% -20.79% +12.22%

Visualisation 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 3,921 3,216 3,603
As % of all permanent IT jobs advertised in Cambridgeshire 92.61% 89.51% 89.83%
Number of salaries quoted 2,520 2,467 2,876
Cambridgeshire median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +2.33%
10th Percentile £27,500 £27,500 £27,500
90th Percentile £67,500 £67,500 £65,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

Visualisation
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Visualisation in Cambridgeshire

Visualisation
Salary Trend in Cambridgeshire

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

Salary trend for Visualisation in Cambridgeshire

Visualisation
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Visualisation in Cambridgeshire over the 6 months to 20 June 2018.

Salary histogram for Visualisation in Cambridgeshire

Visualisation
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the Cambridgeshire region over the 6 months to 20 June 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 -33 52 £40,000 - 15
Huntingdon - 5 £42,500 -
Visualisation
East of England

For the 6 months to 20 June 2018, IT jobs citing Visualisation 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 Visualisation.

1 34 (57.63%) Data Visualisation
2 24 (40.68%) Python
3 21 (35.59%) Degree
4 20 (33.90%) JavaScript
5 19 (32.20%) C++
6 18 (30.51%) Big Data
6 18 (30.51%) Machine Learning
7 17 (28.81%) Business Intelligence
7 17 (28.81%) Software Engineering
7 17 (28.81%) Computer Science
8 16 (27.12%) C
9 15 (25.42%) SQL
9 15 (25.42%) Power BI
10 14 (23.73%) Data Analysis
11 13 (22.03%) C#
12 11 (18.64%) Data Science
12 11 (18.64%) Algorithms
12 11 (18.64%) React
13 10 (16.95%) Agile Software Development
14 9 (15.25%) SQL Server Reporting Services
14 9 (15.25%) Mathematics
14 9 (15.25%) Java
15 8 (13.56%) Windows
15 8 (13.56%) Physics
15 8 (13.56%) User Experience
16 7 (11.86%) Analytics
16 7 (11.86%) Distributed Algorithms
16 7 (11.86%) Problem-Solving
16 7 (11.86%) Multithreading
16 7 (11.86%) Microsoft

Visualisation
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 5 (8.47%) SharePoint
2 3 (5.08%) Apache Spark
3 2 (3.39%) SAS
4 1 (1.69%) WordPress
Applications
1 6 (10.17%) Microsoft Excel
2 2 (3.39%) Microsoft PowerPoint
3 1 (1.69%) Adobe Illustrator
3 1 (1.69%) InVision
3 1 (1.69%) Photoshop
Business Applications
1 1 (1.69%) Dynamics CRM
Cloud Services
1 6 (10.17%) Amazon AWS
2 2 (3.39%) Microsoft Azure
3 1 (1.69%) Adobe Creative Cloud
3 1 (1.69%) Cloud Computing
3 1 (1.69%) GitHub
3 1 (1.69%) npm
Communications & Networking
1 2 (3.39%) SMS
Database & Business Intelligence
1 18 (30.51%) Big Data
2 15 (25.42%) Power BI
3 9 (15.25%) SQL Server Reporting Services
4 6 (10.17%) Relational Database
4 6 (10.17%) SQL Server Integration Services
5 5 (8.47%) Data Mining
5 5 (8.47%) OLAP
5 5 (8.47%) SQL Server
6 4 (6.78%) Hadoop
7 2 (3.39%) BusinessObjects
7 2 (3.39%) BusinessObjects Business Intelligence
7 2 (3.39%) Crystal Reports
7 2 (3.39%) MongoDB
7 2 (3.39%) NoSQL
7 2 (3.39%) QlikView
7 2 (3.39%) RDBMS
7 2 (3.39%) SAS EBI
7 2 (3.39%) Text Mining
8 1 (1.69%) Neo4j
8 1 (1.69%) SQL Server Analysis Services
Development Applications
1 4 (6.78%) Jenkins
2 3 (5.08%) Git (software)
2 3 (5.08%) TeamCity
3 2 (3.39%) Visual Studio
4 1 (1.69%) webpack
General
1 5 (8.47%) Pharmaceutical
2 4 (6.78%) Marketing
Job Titles
1 26 (44.07%) Developer
2 10 (16.95%) Data Scientist
2 10 (16.95%) Software Engineer
3 8 (13.56%) Front End Developer (Client-Side Developer)
4 7 (11.86%) Analyst
4 7 (11.86%) Data Analyst
5 5 (8.47%) Full Stack Developer
5 5 (8.47%) Java Developer
5 5 (8.47%) Java Engineer
5 5 (8.47%) JavaScript Developer
6 4 (6.78%) Graduate
6 4 (6.78%) SQL Analyst
6 4 (6.78%) SQL Data Analyst
6 4 (6.78%) Web Developer
7 3 (5.08%) Applications Developer
7 3 (5.08%) Business Intelligence Developer
7 3 (5.08%) Java Software Engineer
7 3 (5.08%) Senior Developer
7 3 (5.08%) Software Developer
7 3 (5.08%) SQL Developer
Libraries, Frameworks & Software Standards
1 11 (18.64%) React
2 6 (10.17%) AngularJS
2 6 (10.17%) CSS
2 6 (10.17%) HTML
3 5 (8.47%) .NET
4 4 (6.78%) DirectX
4 4 (6.78%) GraphQL
4 4 (6.78%) OpenGL
5 3 (5.08%) Node.js
5 3 (5.08%) Unity (Game Engine)
5 3 (5.08%) WCF
5 3 (5.08%) Web Services
5 3 (5.08%) WPF
6 2 (3.39%) D3.js
6 2 (3.39%) HTML5
6 2 (3.39%) Keras
6 2 (3.39%) NumPy
6 2 (3.39%) Pandas
6 2 (3.39%) scikit-learn
6 2 (3.39%) SciPy
Miscellaneous
1 17 (28.81%) Computer Science
2 11 (18.64%) Algorithms
3 8 (13.56%) User Experience
4 5 (8.47%) Analytical Skills
5 3 (5.08%) 3D Graphics
5 3 (5.08%) Life Science
6 2 (3.39%) Data Structures
6 2 (3.39%) Greenfield Project
6 2 (3.39%) Linux Command Line
7 1 (1.69%) Animation
7 1 (1.69%) Blog
7 1 (1.69%) Data Centre
7 1 (1.69%) Management Information System
7 1 (1.69%) Motion Graphics
Operating Systems
1 8 (13.56%) Windows
2 5 (8.47%) Linux
Processes & Methodologies
1 34 (57.63%) Data Visualisation
2 18 (30.51%) Machine Learning
3 17 (28.81%) Business Intelligence
3 17 (28.81%) Software Engineering
4 14 (23.73%) Data Analysis
5 11 (18.64%) Data Science
6 10 (16.95%) Agile Software Development
7 9 (15.25%) Mathematics
8 8 (13.56%) Physics
9 7 (11.86%) Analytics
9 7 (11.86%) Distributed Algorithms
9 7 (11.86%) Multithreading
9 7 (11.86%) Problem-Solving
9 7 (11.86%) Validation
10 5 (8.47%) Behavioural Analysis
10 5 (8.47%) Configuration Management
10 5 (8.47%) DevOps
10 5 (8.47%) ETL
10 5 (8.47%) ITIL
10 5 (8.47%) Threat Intelligence
Programming Languages
1 24 (40.68%) Python
2 20 (33.90%) JavaScript
3 19 (32.20%) C++
4 16 (27.12%) C
5 15 (25.42%) SQL
6 13 (22.03%) C#
7 9 (15.25%) Java
8 5 (8.47%) VB
9 2 (3.39%) PHP
9 2 (3.39%) TypeScript
9 2 (3.39%) VBA
10 1 (1.69%) Java 8
10 1 (1.69%) R
Qualifications
1 21 (35.59%) Degree
2 6 (10.17%) PhD
3 1 (1.69%) Computer Science Degree
Quality Assurance & Compliance
1 2 (3.39%) GDPR
System Software
1 5 (8.47%) Docker
Systems Management
1 3 (5.08%) Opscode Chef
1 3 (5.08%) Puppet
2 2 (3.39%) Systems Management Server (SMS)
Vendors
1 7 (11.86%) Microsoft
2 6 (10.17%) Tableau
3 2 (3.39%) Adobe
3 2 (3.39%) SAP