Period
to 23 October 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 23 October 2018 with a comparison to the same period in the previous 2 years.

Visualization
East of England > Cambridgeshire
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 133 124 107
Rank change year-on-year -9 -17 +51
Permanent jobs citing Visualisation 55 84 71
As % of all permanent IT jobs advertised in Cambridgeshire 1.59% 2.20% 2.02%
As % of the Processes & Methodologies category 1.73% 2.38% 2.26%
Number of salaries quoted 48 63 54
Cambridgeshire median annual salary £42,500 £45,000 £50,500
Median salary % change year-on-year -5.56% -10.89% +6.32%
10th Percentile £32,125 £35,000 £37,500
90th Percentile £68,750 £57,500 £64,250
East of England median annual salary £42,500 £45,000 £50,250
% change year-on-year -5.56% -10.45% +11.67%

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 3,172 3,529 3,144
As % of all permanent IT jobs advertised in Cambridgeshire 91.92% 92.26% 89.47%
Number of salaries quoted 2,182 2,744 2,592
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% - -

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 23 October 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 23 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 +7 49 £45,139 +0.31% 15
Huntingdon - 5 £42,500 -
Visualisation
East of England

For the 6 months to 23 October 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 (67.27%) Data Visualisation
2 31 (56.36%) Python
3 30 (54.55%) Big Data
4 29 (52.73%) Machine Learning
5 26 (47.27%) Algorithms
5 26 (47.27%) C
5 26 (47.27%) C++
6 25 (45.45%) Java
7 24 (43.64%) C#
8 23 (41.82%) Distributed Algorithms
8 23 (41.82%) Multithreading
9 20 (36.36%) Software Engineering
10 13 (23.64%) JavaScript
11 12 (21.82%) Business Intelligence
12 11 (20.00%) Analytics
13 10 (18.18%) SQL
13 10 (18.18%) Power BI
14 9 (16.36%) SQL Server Reporting Services
14 9 (16.36%) Web Development
15 8 (14.55%) PhD
15 8 (14.55%) Microsoft
15 8 (14.55%) Mathematics
15 8 (14.55%) Computer Science
15 8 (14.55%) Data Science
16 7 (12.73%) Problem-Solving
17 6 (10.91%) SQL Server Integration Services
17 6 (10.91%) Degree
17 6 (10.91%) Hadoop
17 6 (10.91%) Apache Spark
18 5 (9.09%) Analytical Skills

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 6 (10.91%) Apache Spark
2 5 (9.09%) OpenStack
2 5 (9.09%) SharePoint
3 1 (1.82%) WordPress
Applications
1 1 (1.82%) InVision
Business Applications
1 2 (3.64%) Dynamics CRM
Cloud Services
1 3 (5.45%) Amazon AWS
2 1 (1.82%) Amazon EMR
2 1 (1.82%) Amazon S3
2 1 (1.82%) Cloud Computing
2 1 (1.82%) Office 365
Communications & Networking
1 2 (3.64%) Radio Access Network
1 2 (3.64%) SMS
Database & Business Intelligence
1 30 (54.55%) Big Data
2 10 (18.18%) Power BI
3 9 (16.36%) SQL Server Reporting Services
4 6 (10.91%) Hadoop
4 6 (10.91%) SQL Server Integration Services
5 5 (9.09%) SQL Server
6 4 (7.27%) OLAP
7 3 (5.45%) MySQL
8 1 (1.82%) Amazon Aurora
8 1 (1.82%) Amazon Redshift
8 1 (1.82%) Apache Hive
8 1 (1.82%) Data Mining
8 1 (1.82%) Data Warehouse
8 1 (1.82%) SQL Server Analysis Services
Development Applications
1 2 (3.64%) git-flow
1 2 (3.64%) JIRA
1 2 (3.64%) JUnit
General
1 5 (9.09%) Law
2 3 (5.45%) Marketing
3 2 (3.64%) Telecoms
4 1 (1.82%) Finance
Job Titles
1 38 (69.09%) Developer
2 23 (41.82%) Java Developer
3 16 (29.09%) Graduate
3 16 (29.09%) Graduate Developer
3 16 (29.09%) Graduate Java Developer
4 8 (14.55%) Data Scientist
5 7 (12.73%) JavaScript Developer
6 6 (10.91%) Analyst
6 6 (10.91%) Web Developer
7 5 (9.09%) Graduate JavaScript Developer
7 5 (9.09%) Senior Developer
7 5 (9.09%) Senior Web Developer
8 4 (7.27%) Big Data Developer
8 4 (7.27%) Cloud Developer
8 4 (7.27%) Data Analyst
8 4 (7.27%) Java Engineer
9 3 (5.45%) Applications Developer
9 3 (5.45%) Applications Support
9 3 (5.45%) Business Intelligence Developer
9 3 (5.45%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 5 (9.09%) Keras
1 5 (9.09%) NumPy
1 5 (9.09%) Pandas
1 5 (9.09%) scikit-learn
1 5 (9.09%) SciPy
2 4 (7.27%) D3.js
2 4 (7.27%) React
3 3 (5.45%) CSS
3 3 (5.45%) HTML
4 2 (3.64%) AngularJS
4 2 (3.64%) Google Chart
4 2 (3.64%) Google Maps API
4 2 (3.64%) React Native
4 2 (3.64%) Spring
5 1 (1.82%) HTML5
5 1 (1.82%) Natural Language Processing
5 1 (1.82%) Web Services
Miscellaneous
1 26 (47.27%) Algorithms
2 8 (14.55%) Computer Science
3 5 (9.09%) Analytical Skills
3 5 (9.09%) Private Cloud
4 4 (7.27%) User Experience
5 3 (5.45%) Life Science
6 1 (1.82%) Greenfield Project
Operating Systems
1 2 (3.64%) Linux
Processes & Methodologies
1 37 (67.27%) Data Visualisation
2 29 (52.73%) Machine Learning
3 23 (41.82%) Distributed Algorithms
3 23 (41.82%) Multithreading
4 20 (36.36%) Software Engineering
5 12 (21.82%) Business Intelligence
6 11 (20.00%) Analytics
7 9 (16.36%) Web Development
8 8 (14.55%) Data Science
8 8 (14.55%) Mathematics
9 7 (12.73%) Problem-Solving
10 5 (9.09%) Agile Software Development
10 5 (9.09%) Biology
10 5 (9.09%) CRM
10 5 (9.09%) Front End Development
10 5 (9.09%) Informatics
10 5 (9.09%) Open Source
10 5 (9.09%) Operations Research
10 5 (9.09%) Physics
11 4 (7.27%) ITIL
Programming Languages
1 31 (56.36%) Python
2 26 (47.27%) C
2 26 (47.27%) C++
3 25 (45.45%) Java
4 24 (43.64%) C#
5 13 (23.64%) JavaScript
6 10 (18.18%) SQL
7 2 (3.64%) ES6
8 1 (1.82%) Java 8
8 1 (1.82%) Perl
8 1 (1.82%) PowerShell
8 1 (1.82%) TypeScript
Qualifications
1 8 (14.55%) PhD
2 6 (10.91%) Degree
System Software
1 1 (1.82%) Docker
Vendors
1 8 (14.55%) Microsoft
2 2 (3.64%) Google
2 2 (3.64%) Tableau
3 1 (1.82%) Adobe
3 1 (1.82%) Cisco
3 1 (1.82%) Symantec