Period
to 15 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 15 October 2021 with a comparison to the same period in the previous 2 years.

Visualization
England > East of England
6 months to
15 Oct 2021
Same period 2020 Same period 2019
Rank 58 97 149
Rank change year-on-year +39 +52 +28
Permanent jobs citing Visualisation 225 33 135
As % of all permanent jobs advertised in the East of England 4.13% 1.84% 1.95%
As % of the Processes & Methodologies category 4.52% 2.04% 2.15%
Number of salaries quoted 70 31 107
10th Percentile £33,725 £30,000 £31,250
25th Percentile £49,063 £44,025 £35,250
Median annual salary (50th Percentile) £58,750 £60,000 £45,000
Median % change year-on-year -2.08% +33.33% +5.88%
75th Percentile £77,500 £72,500 £52,500
90th Percentile £88,750 £82,500 £63,000
England median annual salary £55,000 £57,250 £50,000
% change year-on-year -3.93% +14.50% -4.76%

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 4,973 1,619 6,281
As % of all permanent IT jobs advertised in the East of England 91.21% 90.45% 90.95%
Number of salaries quoted 2,679 1,324 4,595
10th Percentile £27,500 £29,750 £27,000
25th Percentile £35,500 £38,000 £36,000
Median annual salary (50th Percentile) £50,000 £50,000 £50,000
75th Percentile £62,500 £65,000 £61,250
90th Percentile £75,000 £82,500 £74,050
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% -

Visualisation
Job Vacancy Trend in the East of England

Job postings citing Visualisation as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Visualisation in the East of England

Visualisation
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Visualisation in the East of England.

Salary trend for Visualisation in the East of England

Visualisation
Salary Histogram in the East of England

Salary distribution for jobs citing Visualisation in the East of England over the 6 months to 15 October 2021.

Salary histogram for Visualisation in the East of England

Visualisation
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the East of England region over the 6 months to 15 October 2021. 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
Cambridgeshire +9 107 £72,500 +3.57% 10
Hertfordshire +4 94 £55,000 +21.95% 13
Essex 0 12 £45,000 -21.74% 4
Bedfordshire -11 8 £38,750 +29.17% 2
Suffolk -14 2 - - 1
Norfolk - 1 £37,500 - 2
Visualisation
England

For the 6 months to 15 October 2021, 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 East of England region with a requirement for Visualisation.

1 144 (64.00%) Analytics
2 97 (43.11%) Business Intelligence
3 92 (40.89%) Analytical Skills
4 90 (40.00%) SQL
5 84 (37.33%) Agile Software Development
6 68 (30.22%) Data Visualisation
7 65 (28.89%) Data Science
8 63 (28.00%) Tableau
8 63 (28.00%) Life Science
8 63 (28.00%) Social Skills
9 56 (24.89%) Power BI
9 56 (24.89%) Power Platform
10 55 (24.44%) Data Warehouse
11 54 (24.00%) Degree
12 52 (23.11%) Mathematics
13 51 (22.67%) Python
14 49 (21.78%) Law
15 48 (21.33%) Inclusion and Diversity
16 47 (20.89%) Data Analytics
17 46 (20.44%) AWS
18 42 (18.67%) Management Information System
18 42 (18.67%) Data Modelling
18 42 (18.67%) Software Engineering
19 40 (17.78%) Computer Science
20 39 (17.33%) Marketing
20 39 (17.33%) Decision-Making
21 36 (16.00%) Azure
21 36 (16.00%) C#
21 36 (16.00%) ETL
21 36 (16.00%) Games

Visualisation
Co-occurring IT Skills in the East of England 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 24 (10.67%) Apache Spark
2 11 (4.89%) Apache Solr
3 10 (4.44%) Apache
4 6 (2.67%) Jupyter
5 3 (1.33%) CMS
6 2 (0.89%) Drupal
6 2 (0.89%) SAS
7 1 (0.44%) Apache Airflow
7 1 (0.44%) OpenStack
Applications
1 31 (13.78%) Microsoft Excel
2 3 (1.33%) SPSS
3 2 (0.89%) Microsoft PowerPoint
4 1 (0.44%) Weka
Business Applications
1 3 (1.33%) Cognos Business Intelligence
1 3 (1.33%) IBM Planning Analytics
1 3 (1.33%) Sentinel
2 2 (0.89%) Sprinklr
3 1 (0.44%) Academy Revenues and Benefits
Cloud Services
1 56 (24.89%) Power Platform
2 46 (20.44%) AWS
3 36 (16.00%) Azure
4 17 (7.56%) GCP
5 15 (6.67%) Google Sheets
6 13 (5.78%) AWS Lambda
6 13 (5.78%) Serverless
7 10 (4.44%) Amazon EMR
7 10 (4.44%) AWS CloudFormation
7 10 (4.44%) Snowflake
8 9 (4.00%) Amazon S3
8 9 (4.00%) Azure Data Factory
8 9 (4.00%) Azure Sentinel
9 8 (3.56%) Amazon CloudWatch
10 5 (2.22%) Amazon SQS
10 5 (2.22%) npm
10 5 (2.22%) PowerApps
11 4 (1.78%) Azure Logic Apps
11 4 (1.78%) Google Analytics
12 3 (1.33%) Google Data Studio
Communications & Networking
1 3 (1.33%) Network Security
2 1 (0.44%) Broadband
Database & Business Intelligence
1 63 (28.00%) Tableau
2 56 (24.89%) Power BI
3 55 (24.44%) Data Warehouse
4 31 (13.78%) Amazon Redshift
5 19 (8.44%) Big Data
6 18 (8.00%) Amazon Aurora
6 18 (8.00%) Enterprise Data Warehouse
6 18 (8.00%) Spotfire
6 18 (8.00%) SQL Server Integration Services
7 15 (6.67%) Hadoop
7 15 (6.67%) NoSQL
7 15 (6.67%) SQL Server
7 15 (6.67%) SQL Server Reporting Services
8 13 (5.78%) Data Lake
8 13 (5.78%) Oracle Reports
9 12 (5.33%) Data Mining
10 11 (4.89%) Apache Hive
10 11 (4.89%) SQL Server Analysis Services
10 11 (4.89%) Star Schema
11 10 (4.44%) Apache Cassandra
Development Applications
1 21 (9.33%) Jenkins
2 19 (8.44%) Git (software)
3 6 (2.67%) GitLab
3 6 (2.67%) JIRA
3 6 (2.67%) Octopus Deploy
3 6 (2.67%) TestRail
4 5 (2.22%) Sonatype Nexus
5 2 (0.89%) Eclipse
5 2 (0.89%) Visual Studio Team System
6 1 (0.44%) ERwin
6 1 (0.44%) Oracle APEX
6 1 (0.44%) Toad
6 1 (0.44%) webpack
General
1 92 (40.89%) Analytical Skills
2 63 (28.00%) Social Skills
3 49 (21.78%) Law
4 48 (21.33%) Inclusion and Diversity
5 39 (17.33%) Marketing
6 36 (16.00%) Games
7 26 (11.56%) Pharmaceutical
8 23 (10.22%) Finance
9 20 (8.89%) Manufacturing
10 13 (5.78%) Humanities
11 12 (5.33%) Influencing Skills
12 9 (4.00%) Presentation Skills
13 8 (3.56%) Advertising
14 7 (3.11%) Retail
15 4 (1.78%) Telecoms
16 3 (1.33%) Electronics
16 3 (1.33%) Organisational Skills
16 3 (1.33%) Publishing
17 2 (0.89%) Legal
Job Titles
1 60 (26.67%) Analyst
2 45 (20.00%) Developer
3 28 (12.44%) Data Analyst
4 17 (7.56%) C# Software Engineer
4 17 (7.56%) Software Engineer
5 16 (7.11%) Data Engineer
6 15 (6.67%) Process Analyst
7 11 (4.89%) Lead Developer
7 11 (4.89%) Project Leader
8 10 (4.44%) Business Intelligence Developer
9 9 (4.00%) Front End Developer (Client-Side Developer)
10 8 (3.56%) Business Intelligence Analyst
10 8 (3.56%) Senior Developer
11 7 (3.11%) Data Scientist
11 7 (3.11%) Full Stack Developer
11 7 (3.11%) React Developer
12 6 (2.67%) Architect
12 6 (2.67%) Python Developer
12 6 (2.67%) Senior React Developer
12 6 (2.67%) Software Developer
Libraries, Frameworks & Software Standards
1 22 (9.78%) React
2 16 (7.11%) RESTful
3 13 (5.78%) Shiny
4 9 (4.00%) Redux
4 9 (4.00%) Web Services
5 7 (3.11%) NumPy
5 7 (3.11%) Pandas
5 7 (3.11%) Sass
6 6 (2.67%) Dask
6 6 (2.67%) Elastic Stack
6 6 (2.67%) Kafka
6 6 (2.67%) PyQt
6 6 (2.67%) pytest
6 6 (2.67%) Software Packaging
6 6 (2.67%) Sphinx
6 6 (2.67%) Tkinter
7 5 (2.22%) .NET
7 5 (2.22%) CSS
7 5 (2.22%) JSON
8 4 (1.78%) SOAP
Miscellaneous
1 63 (28.00%) Life Science
2 42 (18.67%) Management Information System
3 17 (7.56%) User Experience
4 16 (7.11%) Reference Data
5 14 (6.22%) Social Media
6 8 (3.56%) Self-Motivation
7 7 (3.11%) Algorithms
8 6 (2.67%) Pharmacovigilance
9 5 (2.22%) Biotechnology
9 5 (2.22%) Data Structures
9 5 (2.22%) FMCG
10 4 (1.78%) Online Games
11 3 (1.33%) Analytical Mindset
11 3 (1.33%) Greenfield Project
12 2 (0.89%) Digital Media
12 2 (0.89%) NHS
12 2 (0.89%) State Machine
12 2 (0.89%) Taxonomies
13 1 (0.44%) Cloud Native
13 1 (0.44%) Legacy Systems
Operating Systems
1 13 (5.78%) Linux
2 9 (4.00%) Mac OS
3 6 (2.67%) Unix
4 5 (2.22%) Windows
5 2 (0.89%) Windows Server
Processes & Methodologies
1 144 (64.00%) Analytics
2 97 (43.11%) Business Intelligence
3 84 (37.33%) Agile Software Development
4 68 (30.22%) Data Visualisation
5 65 (28.89%) Data Science
6 52 (23.11%) Mathematics
7 47 (20.89%) Data Analytics
8 42 (18.67%) Data Modelling
8 42 (18.67%) Software Engineering
9 40 (17.78%) Computer Science
10 39 (17.33%) Decision-Making
11 36 (16.00%) ETL
12 35 (15.56%) Scrum
13 33 (14.67%) Continuous Integration
13 33 (14.67%) TDD
14 29 (12.89%) Problem-Solving
14 29 (12.89%) Validation
15 28 (12.44%) Data Analysis
15 28 (12.44%) Data Management
15 28 (12.44%) Systems Engineering
Programming Languages
1 90 (40.00%) SQL
2 51 (22.67%) Python
3 36 (16.00%) C#
4 31 (13.78%) JavaScript
5 29 (12.89%) C++
6 27 (12.00%) R
7 21 (9.33%) Java
8 18 (8.00%) VBA
9 10 (4.44%) TypeScript
10 6 (2.67%) Bash Shell
10 6 (2.67%) ES7
11 5 (2.22%) Groovy
11 5 (2.22%) T-SQL
12 3 (1.33%) MATLAB
12 3 (1.33%) Perl
12 3 (1.33%) PowerShell
12 3 (1.33%) Ruby
12 3 (1.33%) VB
13 2 (0.89%) Julia
13 2 (0.89%) Scala
Qualifications
1 54 (24.00%) Degree
2 21 (9.33%) PhD
3 20 (8.89%) Master's Degree
4 17 (7.56%) Numerate Degree
5 3 (1.33%) GCFA
5 3 (1.33%) GCFE
5 3 (1.33%) GCIA
5 3 (1.33%) GCIH
5 3 (1.33%) SANS
6 1 (0.44%) CISA
6 1 (0.44%) CISM
6 1 (0.44%) CISSP
6 1 (0.44%) Computer Science Degree
6 1 (0.44%) CRISC
Quality Assurance & Compliance
1 23 (10.22%) Data Quality
2 21 (9.33%) GDPR
3 11 (4.89%) QA
4 4 (1.78%) Good Clinical Practice
4 4 (1.78%) GxP
5 3 (1.33%) GRC
6 2 (0.89%) Actionable Recommendations
7 1 (0.44%) ITGC
System Software
1 17 (7.56%) Docker
2 10 (4.44%) Apache ZooKeeper
Systems Management
1 17 (7.56%) Kubernetes
2 13 (5.78%) Oracle EDQ
3 11 (4.89%) Terraform
4 10 (4.44%) Mesos
5 6 (2.67%) Ansible
6 1 (0.44%) Grafana
6 1 (0.44%) Icinga
6 1 (0.44%) Puppet
Vendors
1 33 (14.67%) Oracle
2 19 (8.44%) Microsoft
2 19 (8.44%) SAP
3 16 (7.11%) Saba
4 15 (6.67%) Talend
5 12 (5.33%) Facebook
6 8 (3.56%) Splunk
7 7 (3.11%) Informatica
7 7 (3.11%) MicroStrategy
7 7 (3.11%) MuleSoft
8 6 (2.67%) Google
8 6 (2.67%) YouTube
9 5 (2.22%) Alibaba
9 5 (2.22%) Salesforce.com
10 4 (1.78%) IBM
11 3 (1.33%) Citrix
11 3 (1.33%) Cognos
11 3 (1.33%) CyberArk
11 3 (1.33%) Hyperion
12 2 (0.89%) Salesforce Marketing Cloud