Period
to 20 October 2018

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

Data Visualization
Cambridgeshire > Cambridge
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 103 112 96
Rank change year-on-year +9 -16 +54
Permanent jobs citing Data Visualisation 38 68 50
As % of all permanent IT jobs advertised in Cambridge 1.75% 2.49% 2.19%
As % of the Processes & Methodologies category 1.88% 2.68% 2.41%
Number of salaries quoted 35 53 37
Cambridge median annual salary £35,000 £45,000 £50,500
Median salary % change year-on-year -22.22% -10.89% +18.82%
10th Percentile £31,250 £35,000 £42,000
90th Percentile £71,000 £57,500 £60,000
Cambridgeshire median annual salary £35,000 £45,000 £51,500
% change year-on-year -22.22% -12.62% +21.18%

Data 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 Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 2,025 2,541 2,072
As % of all permanent IT jobs advertised in Cambridge 93.40% 93.15% 90.60%
Number of salaries quoted 1,546 1,986 1,714
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +2.27%
10th Percentile £29,000 £28,875 £26,250
90th Percentile £71,063 £71,250 £67,500
Cambridgeshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

Data Visualisation
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Data Visualisation in Cambridge

Data Visualisation
Salary Trend in Cambridge

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

Salary trend for Data Visualisation in Cambridge

Data Visualisation
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Data Visualisation in Cambridge over the 6 months to 20 October 2018.

Salary histogram for Data Visualisation in Cambridge

For the 6 months to 20 October 2018, IT jobs citing Data 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 Cambridge region with a requirement for Data Visualisation.

1 38 (100.00%) Visualisation
2 29 (76.32%) Machine Learning
2 29 (76.32%) Big Data
3 28 (73.68%) Python
4 23 (60.53%) C
4 23 (60.53%) C#
4 23 (60.53%) C++
4 23 (60.53%) Java
4 23 (60.53%) Multithreading
4 23 (60.53%) Distributed Algorithms
4 23 (60.53%) Algorithms
5 18 (47.37%) Software Engineering
6 8 (21.05%) JavaScript
7 7 (18.42%) Business Intelligence
8 6 (15.79%) SQL
8 6 (15.79%) Apache Spark
9 5 (13.16%) Pandas
9 5 (13.16%) Analytics
9 5 (13.16%) scikit-learn
9 5 (13.16%) Power BI
9 5 (13.16%) Keras
9 5 (13.16%) Data Science
9 5 (13.16%) Operations Research
9 5 (13.16%) Data Analysis
9 5 (13.16%) Mathematics
9 5 (13.16%) Physics
9 5 (13.16%) Computer Science
9 5 (13.16%) Hadoop
9 5 (13.16%) SciPy
9 5 (13.16%) NumPy

Data Visualisation
Co-occurring IT Skills in Cambridge 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 (15.79%) Apache Spark
Cloud Services
1 2 (5.26%) Amazon AWS
2 1 (2.63%) Cloud Computing
Communications & Networking
1 2 (5.26%) SMS
Database & Business Intelligence
1 29 (76.32%) Big Data
2 5 (13.16%) Hadoop
2 5 (13.16%) Power BI
3 4 (10.53%) SQL Server Reporting Services
4 1 (2.63%) SQL Server Analysis Services
4 1 (2.63%) SQL Server Integration Services
General
1 4 (10.53%) Marketing
Job Titles
1 24 (63.16%) Developer
2 22 (57.89%) Java Developer
3 15 (39.47%) Graduate
3 15 (39.47%) Graduate Developer
3 15 (39.47%) Graduate Java Developer
4 7 (18.42%) Analyst
5 6 (15.79%) JavaScript Developer
6 5 (13.16%) Data Analyst
6 5 (13.16%) Data Scientist
6 5 (13.16%) Java Engineer
7 4 (10.53%) Big Data Developer
7 4 (10.53%) Cloud Developer
7 4 (10.53%) Graduate JavaScript Developer
7 4 (10.53%) SQL Analyst
7 4 (10.53%) SQL Data Analyst
8 3 (7.89%) Java Software Engineer
8 3 (7.89%) Machine Learning Developer
8 3 (7.89%) Software Engineer
9 2 (5.26%) Java Software Developer
9 2 (5.26%) Python Developer
Libraries, Frameworks & Software Standards
1 5 (13.16%) Keras
1 5 (13.16%) NumPy
1 5 (13.16%) Pandas
1 5 (13.16%) scikit-learn
1 5 (13.16%) SciPy
2 2 (5.26%) AngularJS
2 2 (5.26%) HTML
2 2 (5.26%) React
3 1 (2.63%) CSS
3 1 (2.63%) D3.js
3 1 (2.63%) HTML5
3 1 (2.63%) Natural Language Processing
Miscellaneous
1 23 (60.53%) Algorithms
2 5 (13.16%) Computer Science
3 1 (2.63%) Analytical Skills
3 1 (2.63%) Greenfield Project
Processes & Methodologies
1 38 (100.00%) Visualisation
2 29 (76.32%) Machine Learning
3 23 (60.53%) Distributed Algorithms
3 23 (60.53%) Multithreading
4 18 (47.37%) Software Engineering
5 7 (18.42%) Business Intelligence
6 5 (13.16%) Analytics
6 5 (13.16%) Data Analysis
6 5 (13.16%) Data Science
6 5 (13.16%) Mathematics
6 5 (13.16%) Operations Research
6 5 (13.16%) Physics
7 3 (7.89%) Artificial Intelligence
8 2 (5.26%) Agile Software Development
8 2 (5.26%) Data Analytics
8 2 (5.26%) Data Management
8 2 (5.26%) Data Modelling
8 2 (5.26%) Numerical Analysis
8 2 (5.26%) Rapid Prototyping
8 2 (5.26%) Stochastic Modelling
Programming Languages
1 28 (73.68%) Python
2 23 (60.53%) C
2 23 (60.53%) C#
2 23 (60.53%) C++
2 23 (60.53%) Java
3 8 (21.05%) JavaScript
4 6 (15.79%) SQL
5 1 (2.63%) Java 8
5 1 (2.63%) TypeScript
Qualifications
1 5 (13.16%) PhD
2 4 (10.53%) Degree
System Software
1 1 (2.63%) Docker
Vendors
1 3 (7.89%) Microsoft
2 2 (5.26%) Tableau
3 1 (2.63%) Cisco
3 1 (2.63%) Symantec