Period
to 19 July 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 19 July 2018 with a comparison to the same period in the previous 2 years.

Data Visualization
Cambridgeshire > Cambridge
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 145 124 118
Rank change year-on-year -21 -6 +13
Permanent jobs citing Data Visualisation 30 45 46
As % of all permanent IT jobs advertised in Cambridge 1.07% 1.67% 1.76%
As % of the Processes & Methodologies category 1.13% 1.83% 1.95%
Number of salaries quoted 28 41 37
Cambridge median annual salary £40,000 £40,000 £50,500
Median salary % change year-on-year - -20.79% +22.42%
10th Percentile £26,250 £35,000 £25,804
90th Percentile £72,500 £60,000 £60,000
Cambridgeshire median annual salary £40,000 £40,000 £55,000
% change year-on-year - -27.27% +32.53%

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 2,657 2,455 2,365
As % of all permanent IT jobs advertised in Cambridge 94.42% 90.89% 90.37%
Number of salaries quoted 1,804 1,848 1,875
Cambridge median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +4.65%
10th Percentile £28,500 £27,500 £27,500
90th Percentile £70,000 £71,250 £66,250
Cambridgeshire median annual salary £45,000 £45,000 £45,000

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 19 July 2018.

Salary histogram for Data Visualisation in Cambridge

For the 6 months to 19 July 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 30 (100.00%) Visualisation
2 17 (56.67%) Big Data
2 17 (56.67%) Machine Learning
3 16 (53.33%) Python
4 13 (43.33%) Algorithms
5 11 (36.67%) Business Intelligence
5 11 (36.67%) C
5 11 (36.67%) C#
5 11 (36.67%) C++
5 11 (36.67%) Java
5 11 (36.67%) Degree
5 11 (36.67%) Multithreading
5 11 (36.67%) Distributed Algorithms
6 10 (33.33%) Power BI
6 10 (33.33%) Mathematics
6 10 (33.33%) Computer Science
7 9 (30.00%) Data Analysis
7 9 (30.00%) Physics
7 9 (30.00%) Data Science
8 7 (23.33%) PhD
8 7 (23.33%) SQL
9 6 (20.00%) Microsoft Excel
9 6 (20.00%) Software Engineering
9 6 (20.00%) Tableau
10 5 (16.67%) Hadoop
11 4 (13.33%) JavaScript
11 4 (13.33%) Data Mining
11 4 (13.33%) Amazon AWS
11 4 (13.33%) Economics
11 4 (13.33%) Statistical Analysis

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 4 (13.33%) Apache Spark
2 2 (6.67%) SAS
Applications
1 6 (20.00%) Microsoft Excel
2 2 (6.67%) Microsoft PowerPoint
Cloud Services
1 4 (13.33%) Amazon AWS
2 2 (6.67%) Microsoft Azure
3 1 (3.33%) Cloud Computing
Communications & Networking
1 2 (6.67%) SMS
Database & Business Intelligence
1 17 (56.67%) Big Data
2 10 (33.33%) Power BI
3 5 (16.67%) Hadoop
4 4 (13.33%) Data Mining
4 4 (13.33%) SQL Server Reporting Services
5 2 (6.67%) BusinessObjects
5 2 (6.67%) BusinessObjects Business Intelligence
5 2 (6.67%) Crystal Reports
5 2 (6.67%) NoSQL
5 2 (6.67%) QlikView
5 2 (6.67%) RDBMS
5 2 (6.67%) Relational Database
5 2 (6.67%) SAS EBI
6 1 (3.33%) Neo4j
6 1 (3.33%) SQL Server Analysis Services
6 1 (3.33%) SQL Server Integration Services
Development Applications
1 1 (3.33%) webpack
General
1 4 (13.33%) Marketing
Job Titles
1 12 (40.00%) Developer
2 9 (30.00%) Data Scientist
2 9 (30.00%) Java Developer
3 6 (20.00%) Graduate
4 5 (16.67%) Analyst
4 5 (16.67%) Data Analyst
4 5 (16.67%) Java Engineer
5 4 (13.33%) Cloud Developer
5 4 (13.33%) JavaScript Developer
5 4 (13.33%) SQL Analyst
5 4 (13.33%) SQL Data Analyst
6 3 (10.00%) Big Data Developer
6 3 (10.00%) Java Software Engineer
6 3 (10.00%) Software Engineer
7 2 (6.67%) Cloud Engineer
7 2 (6.67%) Data Manager
7 2 (6.67%) Front End Developer (Client-Side Developer)
7 2 (6.67%) Graduate Developer
7 2 (6.67%) Graduate Java Developer
7 2 (6.67%) Platform Engineer
Libraries, Frameworks & Software Standards
1 3 (10.00%) Keras
1 3 (10.00%) NumPy
1 3 (10.00%) Pandas
1 3 (10.00%) React
1 3 (10.00%) scikit-learn
1 3 (10.00%) SciPy
2 2 (6.67%) AngularJS
2 2 (6.67%) Web Services
3 1 (3.33%) D3.js
3 1 (3.33%) HTML
3 1 (3.33%) HTML5
3 1 (3.33%) Natural Language Processing
3 1 (3.33%) Node.js
3 1 (3.33%) Redux
Miscellaneous
1 13 (43.33%) Algorithms
2 10 (33.33%) Computer Science
3 2 (6.67%) Life Science
3 2 (6.67%) Linux Command Line
4 1 (3.33%) Greenfield Project
4 1 (3.33%) User Experience
Operating Systems
1 2 (6.67%) Linux
Processes & Methodologies
1 30 (100.00%) Visualisation
2 17 (56.67%) Machine Learning
3 11 (36.67%) Business Intelligence
3 11 (36.67%) Distributed Algorithms
3 11 (36.67%) Multithreading
4 10 (33.33%) Mathematics
5 9 (30.00%) Data Analysis
5 9 (30.00%) Data Science
5 9 (30.00%) Physics
6 6 (20.00%) Software Engineering
7 4 (13.33%) Economics
7 4 (13.33%) Statistical Analysis
8 3 (10.00%) Analytics
8 3 (10.00%) Artificial Intelligence
8 3 (10.00%) Operations Research
9 2 (6.67%) Agile Software Development
9 2 (6.67%) Data Management
9 2 (6.67%) Numerical Analysis
9 2 (6.67%) Statistics
9 2 (6.67%) Validation
Programming Languages
1 16 (53.33%) Python
2 11 (36.67%) C
2 11 (36.67%) C#
2 11 (36.67%) C++
2 11 (36.67%) Java
3 7 (23.33%) SQL
4 4 (13.33%) JavaScript
5 2 (6.67%) VBA
6 1 (3.33%) Java 8
6 1 (3.33%) TypeScript
Qualifications
1 11 (36.67%) Degree
2 7 (23.33%) PhD
3 1 (3.33%) Computer Science Degree
Quality Assurance & Compliance
1 2 (6.67%) GDPR
System Software
1 1 (3.33%) Docker
Systems Management
1 2 (6.67%) Systems Management Server (SMS)
Vendors
1 6 (20.00%) Tableau
2 2 (6.67%) Microsoft
2 2 (6.67%) SAP