Period
to 21 August 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 21 August 2018 with a comparison to the same period in the previous 2 years.

Visualization
East of England > Cambridgeshire
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 141 136 108
Rank change year-on-year -5 -28 +40
Permanent jobs citing Visualisation 56 65 80
As % of all permanent IT jobs advertised in Cambridgeshire 1.46% 1.74% 2.12%
As % of the Processes & Methodologies category 1.57% 1.91% 2.35%
Number of salaries quoted 47 50 64
Cambridgeshire median annual salary £40,000 £41,250 £52,500
Median salary % change year-on-year -3.03% -21.43% +10.53%
10th Percentile £31,150 £33,325 £34,116
90th Percentile £70,250 £60,250 £60,000
East of England median annual salary £42,500 £43,500 £50,500
% change year-on-year -2.30% -13.86% +6.32%

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 3,569 3,407 3,399
As % of all permanent IT jobs advertised in Cambridgeshire 92.94% 91.02% 89.92%
Number of salaries quoted 2,239 2,609 2,788
Cambridgeshire median annual salary £46,000 £45,000 £45,000
Median salary % change year-on-year +2.22% - +1.12%
10th Percentile £26,250 £27,000 £26,750
90th Percentile £68,750 £68,750 £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 21 August 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 21 August 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 +5 49 £37,500 -16.67% 16
Huntingdon - 5 £42,500 -
Visualisation
East of England

For the 6 months to 21 August 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 37 (66.07%) Data Visualisation
2 26 (46.43%) Python
3 25 (44.64%) Machine Learning
3 25 (44.64%) Big Data
4 21 (37.50%) C++
5 20 (35.71%) C
6 19 (33.93%) C#
7 18 (32.14%) Java
7 18 (32.14%) Degree
7 18 (32.14%) Algorithms
8 17 (30.36%) Software Engineering
9 16 (28.57%) Computer Science
9 16 (28.57%) Multithreading
9 16 (28.57%) Business Intelligence
9 16 (28.57%) Distributed Algorithms
10 14 (25.00%) Power BI
11 13 (23.21%) JavaScript
12 12 (21.43%) SQL
12 12 (21.43%) Mathematics
12 12 (21.43%) Data Science
13 11 (19.64%) Analytics
13 11 (19.64%) Physics
14 9 (16.07%) PhD
14 9 (16.07%) SQL Server Reporting Services
14 9 (16.07%) Data Analysis
15 7 (12.50%) Hadoop
15 7 (12.50%) Agile Software Development
15 7 (12.50%) Apache Spark
16 6 (10.71%) React
16 6 (10.71%) Problem-Solving

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 7 (12.50%) Apache Spark
2 5 (8.93%) SharePoint
3 2 (3.57%) OpenStack
4 1 (1.79%) SAS
4 1 (1.79%) WordPress
Applications
1 5 (8.93%) Microsoft Excel
2 1 (1.79%) Adobe Illustrator
2 1 (1.79%) InVision
2 1 (1.79%) Microsoft PowerPoint
2 1 (1.79%) Photoshop
Business Applications
1 1 (1.79%) Dynamics CRM
Cloud Services
1 5 (8.93%) Amazon AWS
2 1 (1.79%) Adobe Creative Cloud
2 1 (1.79%) Amazon EMR
2 1 (1.79%) Amazon S3
2 1 (1.79%) Cloud Computing
2 1 (1.79%) GitHub
2 1 (1.79%) Microsoft Azure
2 1 (1.79%) npm
Communications & Networking
1 2 (3.57%) SMS
2 1 (1.79%) Radio Access Network
Database & Business Intelligence
1 25 (44.64%) Big Data
2 14 (25.00%) Power BI
3 9 (16.07%) SQL Server Reporting Services
4 7 (12.50%) Hadoop
5 6 (10.71%) SQL Server Integration Services
6 5 (8.93%) Data Mining
6 5 (8.93%) OLAP
6 5 (8.93%) SQL Server
7 2 (3.57%) MySQL
7 2 (3.57%) RDBMS
7 2 (3.57%) Relational Database
8 1 (1.79%) Amazon Aurora
8 1 (1.79%) Amazon Redshift
8 1 (1.79%) Apache Hive
8 1 (1.79%) BusinessObjects
8 1 (1.79%) BusinessObjects Business Intelligence
8 1 (1.79%) MongoDB
8 1 (1.79%) Neo4j
8 1 (1.79%) NoSQL
8 1 (1.79%) SAS EBI
Development Applications
1 1 (1.79%) Git (software)
1 1 (1.79%) git-flow
1 1 (1.79%) Jenkins
1 1 (1.79%) JIRA
1 1 (1.79%) JUnit
1 1 (1.79%) webpack
General
1 4 (7.14%) Marketing
2 2 (3.57%) Law
3 1 (1.79%) Finance
3 1 (1.79%) Pharmaceutical
3 1 (1.79%) Telecoms
Job Titles
1 28 (50.00%) Developer
2 14 (25.00%) Java Developer
3 11 (19.64%) Data Scientist
3 11 (19.64%) Graduate
4 9 (16.07%) Software Engineer
5 7 (12.50%) Graduate Developer
5 7 (12.50%) Graduate Java Developer
6 6 (10.71%) Analyst
6 6 (10.71%) Data Analyst
6 6 (10.71%) Java Engineer
7 4 (7.14%) Big Data Developer
7 4 (7.14%) Cloud Developer
7 4 (7.14%) Front End Developer (Client-Side Developer)
7 4 (7.14%) Java Software Engineer
7 4 (7.14%) JavaScript Developer
7 4 (7.14%) SQL Analyst
7 4 (7.14%) SQL Data Analyst
7 4 (7.14%) Web Developer
8 3 (5.36%) Business Intelligence Developer
8 3 (5.36%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 6 (10.71%) React
2 5 (8.93%) Keras
2 5 (8.93%) NumPy
2 5 (8.93%) Pandas
2 5 (8.93%) scikit-learn
2 5 (8.93%) SciPy
3 4 (7.14%) AngularJS
4 3 (5.36%) CSS
4 3 (5.36%) D3.js
4 3 (5.36%) HTML
4 3 (5.36%) Web Services
5 2 (3.57%) .NET
5 2 (3.57%) DirectX
5 2 (3.57%) HTML5
5 2 (3.57%) Node.js
5 2 (3.57%) OpenGL
6 1 (1.79%) Google Chart
6 1 (1.79%) React Native
6 1 (1.79%) Unity (Game Engine)
6 1 (1.79%) Vue.js
Miscellaneous
1 18 (32.14%) Algorithms
2 16 (28.57%) Computer Science
3 5 (8.93%) Analytical Skills
4 4 (7.14%) User Experience
5 3 (5.36%) Life Science
6 2 (3.57%) Greenfield Project
6 2 (3.57%) Linux Command Line
6 2 (3.57%) Private Cloud
7 1 (1.79%) 3D Graphics
7 1 (1.79%) Animation
7 1 (1.79%) Blog
7 1 (1.79%) Motion Graphics
Operating Systems
1 4 (7.14%) Windows
2 3 (5.36%) Linux
Processes & Methodologies
1 37 (66.07%) Data Visualisation
2 25 (44.64%) Machine Learning
3 17 (30.36%) Software Engineering
4 16 (28.57%) Business Intelligence
4 16 (28.57%) Distributed Algorithms
4 16 (28.57%) Multithreading
5 12 (21.43%) Data Science
5 12 (21.43%) Mathematics
6 11 (19.64%) Analytics
6 11 (19.64%) Physics
7 9 (16.07%) Data Analysis
8 7 (12.50%) Agile Software Development
9 6 (10.71%) Problem-Solving
9 6 (10.71%) Web Development
10 5 (8.93%) CRM
10 5 (8.93%) ETL
10 5 (8.93%) ITIL
10 5 (8.93%) Operations Management
10 5 (8.93%) Operations Research
11 4 (7.14%) Artificial Intelligence
Programming Languages
1 26 (46.43%) Python
2 21 (37.50%) C++
3 20 (35.71%) C
4 19 (33.93%) C#
5 18 (32.14%) Java
6 13 (23.21%) JavaScript
7 12 (21.43%) SQL
8 3 (5.36%) VB
9 2 (3.57%) TypeScript
10 1 (1.79%) ES6
10 1 (1.79%) Java 8
10 1 (1.79%) R
10 1 (1.79%) VBA
Qualifications
1 18 (32.14%) Degree
2 9 (16.07%) PhD
3 1 (1.79%) Computer Science Degree
Quality Assurance & Compliance
1 1 (1.79%) GDPR
System Software
1 2 (3.57%) Docker
Systems Management
1 1 (1.79%) Systems Management Server (SMS)
Vendors
1 6 (10.71%) Microsoft
2 5 (8.93%) Tableau
3 2 (3.57%) Adobe
4 1 (1.79%) Google
4 1 (1.79%) SAP