Period
to 30 July 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 30 July 2021 with a comparison to the same period in the previous 2 years.

Visualization
England > East of England
6 months to
30 Jul 2021
Same period 2020 Same period 2019
Rank 78 113 173
Rank change year-on-year +35 +60 0
Permanent jobs citing Visualisation 154 66 111
As % of all permanent jobs advertised in the East of England 3.24% 2.14% 1.51%
As % of the Processes & Methodologies category 3.56% 2.36% 1.69%
Number of salaries quoted 56 54 92
10th Percentile £37,875 £42,500 £31,300
25th Percentile £47,188 £45,313 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £48,750
Median % change year-on-year - +23.08% +14.71%
75th Percentile £77,500 £72,500 £53,125
90th Percentile £88,750 £73,375 £61,125
England median annual salary £55,000 £57,500 £50,000
% change year-on-year -4.35% +15.00% -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 4,330 2,794 6,584
As % of all permanent IT jobs advertised in the East of England 91.10% 90.39% 89.55%
Number of salaries quoted 2,515 2,153 5,058
10th Percentile £29,000 £29,000 £27,500
25th Percentile £36,750 £36,250 £36,250
Median annual salary (50th Percentile) £50,000 £47,500 £50,000
Median % change year-on-year +5.26% -5.00% +5.26%
75th Percentile £63,750 £62,500 £61,250
90th Percentile £77,500 £78,750 £73,000
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

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 30 July 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 30 July 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 -8 82 £72,500 +20.83% 13
Hertfordshire +16 58 £60,000 -4.00% 4
Essex - 10 £50,000 - 3
Suffolk -2 2 £55,000 -
Norfolk - 1 - - 1
Visualisation
England

For the 6 months to 30 July 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 93 (60.39%) Analytics
2 72 (46.75%) Business Intelligence
3 65 (42.21%) SQL
4 58 (37.66%) Agile Software Development
5 53 (34.42%) Analytical Skills
6 52 (33.77%) Tableau
7 50 (32.47%) Data Visualisation
8 43 (27.92%) Life Science
9 41 (26.62%) Data Science
10 39 (25.32%) Computer Science
11 38 (24.68%) Marketing
11 38 (24.68%) Power Platform
11 38 (24.68%) Power BI
12 37 (24.03%) Data Warehouse
13 35 (22.73%) Degree
13 35 (22.73%) Mathematics
14 33 (21.43%) AWS
14 33 (21.43%) Social Skills
15 32 (20.78%) Python
16 31 (20.13%) C#
17 30 (19.48%) Data Modelling
18 29 (18.83%) Law
18 29 (18.83%) Data Analysis
19 28 (18.18%) Software Engineering
19 28 (18.18%) ETL
19 28 (18.18%) Pharmaceutical
20 27 (17.53%) Scrum
20 27 (17.53%) Problem-Solving
21 25 (16.23%) Continuous Integration
22 24 (15.58%) Big Data

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 15 (9.74%) Apache Spark
2 6 (3.90%) Apache
2 6 (3.90%) Apache Solr
3 3 (1.95%) CMS
3 3 (1.95%) SAS
4 2 (1.30%) Drupal
4 2 (1.30%) Jupyter
5 1 (0.65%) Apache Airflow
Applications
1 14 (9.09%) Microsoft Excel
2 3 (1.95%) SPSS
3 2 (1.30%) Gephi
4 1 (0.65%) Microsoft Office
Business Applications
1 7 (4.55%) Sage 1000
2 3 (1.95%) Cognos Business Intelligence
2 3 (1.95%) IBM Planning Analytics
3 1 (0.65%) Academy Revenues and Benefits
Cloud Services
1 38 (24.68%) Power Platform
2 33 (21.43%) AWS
3 18 (11.69%) Azure
4 9 (5.84%) GCP
4 9 (5.84%) Snowflake
5 7 (4.55%) Amazon EMR
6 6 (3.90%) AWS CloudFormation
6 6 (3.90%) AWS Lambda
6 6 (3.90%) Serverless
7 4 (2.60%) Azure Data Factory
7 4 (2.60%) npm
8 2 (1.30%) Amazon CloudWatch
8 2 (1.30%) Amazon Kinesis
8 2 (1.30%) Azure Cosmos DB
8 2 (1.30%) Google Data Studio
8 2 (1.30%) IaaS
8 2 (1.30%) PaaS
8 2 (1.30%) PowerApps
8 2 (1.30%) SuccessFactors
8 2 (1.30%) Veeva
Communications & Networking
1 2 (1.30%) DNS
1 2 (1.30%) Ethernet
1 2 (1.30%) Firewall
1 2 (1.30%) HTTP
1 2 (1.30%) Intrusion Detection
1 2 (1.30%) MPLS
1 2 (1.30%) SSL
1 2 (1.30%) VPN
Database & Business Intelligence
1 52 (33.77%) Tableau
2 38 (24.68%) Power BI
3 37 (24.03%) Data Warehouse
4 24 (15.58%) Big Data
5 21 (13.64%) Amazon Redshift
6 19 (12.34%) SQL Server Integration Services
7 13 (8.44%) SQL Server Reporting Services
8 12 (7.79%) Data Mining
8 12 (7.79%) NoSQL
8 12 (7.79%) Spotfire
9 11 (7.14%) Amazon Aurora
9 11 (7.14%) Data Lake
9 11 (7.14%) Enterprise Data Warehouse
9 11 (7.14%) Hadoop
10 9 (5.84%) BusinessObjects
10 9 (5.84%) QlikView
11 8 (5.19%) Apache Hive
11 8 (5.19%) Electronic Patient Records
11 8 (5.19%) Looker
11 8 (5.19%) SQL Server
Development Applications
1 13 (8.44%) Git (software)
2 8 (5.19%) Jenkins
3 5 (3.25%) Oracle APEX
4 3 (1.95%) JIRA
5 2 (1.30%) Bitbucket
5 2 (1.30%) Bitbucket Server
5 2 (1.30%) git-flow
5 2 (1.30%) Sonatype Nexus
6 1 (0.65%) webpack
General
1 53 (34.42%) Analytical Skills
2 38 (24.68%) Marketing
3 33 (21.43%) Social Skills
4 29 (18.83%) Law
5 28 (18.18%) Pharmaceutical
6 21 (13.64%) Inclusion and Diversity
7 18 (11.69%) Finance
8 15 (9.74%) Manufacturing
9 14 (9.09%) Games
10 8 (5.19%) Retail
11 6 (3.90%) Influencing Skills
11 6 (3.90%) Presentation Skills
12 4 (2.60%) Humanities
12 4 (2.60%) Legal
13 3 (1.95%) Electronics
13 3 (1.95%) Publishing
14 2 (1.30%) Advertising
Job Titles
1 35 (22.73%) Analyst
2 24 (15.58%) Developer
3 19 (12.34%) Software Engineer
4 17 (11.04%) C# Software Engineer
4 17 (11.04%) Data Analyst
5 10 (6.49%) Architect
5 10 (6.49%) Data Architect
5 10 (6.49%) Data Engineer
6 8 (5.19%) Data Analytics Specialist
7 7 (4.55%) Enterprise Architect
7 7 (4.55%) Enterprise Data Architect
8 6 (3.90%) Business Intelligence Analyst
8 6 (3.90%) Digital Merchandiser
8 6 (3.90%) React Developer
8 6 (3.90%) Senior Developer
9 5 (3.25%) Analyst Programmer
9 5 (3.25%) Data Scientist
9 5 (3.25%) ETL Developer
9 5 (3.25%) Programmer
9 5 (3.25%) Senior React Developer
Libraries, Frameworks & Software Standards
1 16 (10.39%) React
2 11 (7.14%) .NET
3 8 (5.19%) Shiny
4 6 (3.90%) ASP.NET
4 6 (3.90%) Redux
4 6 (3.90%) RESTful
5 5 (3.25%) Sass
6 4 (2.60%) D3.js
6 4 (2.60%) Elastic Stack
6 4 (2.60%) REST
6 4 (2.60%) SOAP
7 3 (1.95%) Apache Camel
7 3 (1.95%) Web Services
8 2 (1.30%) .NET Core
8 2 (1.30%) AngularJS
8 2 (1.30%) Bokeh
8 2 (1.30%) Classic ASP
8 2 (1.30%) Kafka
9 1 (0.65%) CSS
9 1 (0.65%) Node.js
Miscellaneous
1 43 (27.92%) Life Science
2 24 (15.58%) Management Information System
3 17 (11.04%) User Experience
4 11 (7.14%) Reference Data
5 10 (6.49%) Biotechnology
6 9 (5.84%) Legacy Systems
6 9 (5.84%) Self-Motivation
7 6 (3.90%) Pharmacovigilance
8 5 (3.25%) Greenfield Project
8 5 (3.25%) Social Media
9 4 (2.60%) Analytical Mindset
9 4 (2.60%) Online Games
10 3 (1.95%) NHS
11 2 (1.30%) Cyber Kill Chain
11 2 (1.30%) Data Structures
11 2 (1.30%) Smartphone
11 2 (1.30%) State Machine
11 2 (1.30%) Taxonomies
12 1 (0.65%) Algorithms
12 1 (0.65%) Legacy Applications
Operating Systems
1 2 (1.30%) Linux
1 2 (1.30%) Windows
1 2 (1.30%) Windows Server
Processes & Methodologies
1 93 (60.39%) Analytics
2 72 (46.75%) Business Intelligence
3 58 (37.66%) Agile Software Development
4 50 (32.47%) Data Visualisation
5 41 (26.62%) Data Science
6 39 (25.32%) Computer Science
7 35 (22.73%) Mathematics
8 30 (19.48%) Data Modelling
9 29 (18.83%) Data Analysis
10 28 (18.18%) ETL
10 28 (18.18%) Software Engineering
11 27 (17.53%) Problem-Solving
11 27 (17.53%) Scrum
12 25 (16.23%) Continuous Integration
13 24 (15.58%) Data Analytics
14 23 (14.94%) Decision-Making
14 23 (14.94%) TDD
14 23 (14.94%) Unit Testing
15 20 (12.99%) Synthetic Environment
15 20 (12.99%) Systems Engineering
Programming Languages
1 65 (42.21%) SQL
2 32 (20.78%) Python
3 31 (20.13%) C#
4 22 (14.29%) C++
4 22 (14.29%) R
5 19 (12.34%) JavaScript
6 8 (5.19%) Java
6 8 (5.19%) TypeScript
7 5 (3.25%) ES7
8 4 (2.60%) C
8 4 (2.60%) T-SQL
9 3 (1.95%) MATLAB
10 2 (1.30%) Bash Shell
10 2 (1.30%) Groovy
10 2 (1.30%) Julia
10 2 (1.30%) Perl
10 2 (1.30%) VB
Qualifications
1 35 (22.73%) Degree
2 15 (9.74%) PhD
3 11 (7.14%) Master's Degree
4 5 (3.25%) Numerate Degree
5 2 (1.30%) CCNA
5 2 (1.30%) CEH
5 2 (1.30%) Cisco Certification
5 2 (1.30%) CISSP
5 2 (1.30%) CompTIA Security+
5 2 (1.30%) Computer Science Degree
5 2 (1.30%) DV Cleared
5 2 (1.30%) GIAC
5 2 (1.30%) Linux+ Certification
5 2 (1.30%) MCSE
5 2 (1.30%) Microsoft Certification
5 2 (1.30%) Network+ Certification
5 2 (1.30%) SANS
5 2 (1.30%) Security Cleared
5 2 (1.30%) SSCP
Quality Assurance & Compliance
1 6 (3.90%) Data Quality
1 6 (3.90%) GDPR
2 4 (2.60%) Good Clinical Practice
2 4 (2.60%) GxP
3 2 (1.30%) QA
System Software
1 7 (4.55%) Docker
2 6 (3.90%) Apache ZooKeeper
3 2 (1.30%) Apache Flume
Systems Management
1 7 (4.55%) Kubernetes
2 6 (3.90%) Mesos
2 6 (3.90%) Terraform
3 4 (2.60%) Oracle EDQ
4 2 (1.30%) Kibana
4 2 (1.30%) Oozie
Vendors
1 21 (13.64%) Oracle
2 18 (11.69%) Microsoft
3 10 (6.49%) SAP
4 9 (5.84%) Google
4 9 (5.84%) Informatica
4 9 (5.84%) Talend
5 8 (5.19%) Instagram
6 7 (4.55%) Saba
7 5 (3.25%) Facebook
7 5 (3.25%) MuleSoft
8 4 (2.60%) Splunk
9 3 (1.95%) Citrix
9 3 (1.95%) Cognos
9 3 (1.95%) CyberArk
9 3 (1.95%) Hyperion
9 3 (1.95%) IBM
9 3 (1.95%) Salesforce.com
10 2 (1.30%) Databricks
10 2 (1.30%) NVIDIA
10 2 (1.30%) Salesforce Marketing Cloud