Period
to 23 January 2022

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 23 January 2022 with a comparison to the same period in the previous 2 years.

Visualization
England > East of England
6 months to
23 Jan 2022
Same period 2021 Same period 2020
Rank 68 107 125
Rank change year-on-year +39 +18 +64
Permanent jobs citing Visualisation 237 51 144
As % of all permanent jobs advertised in the East of England 4.04% 2.12% 2.35%
As % of the Processes & Methodologies category 4.39% 2.33% 2.57%
Number of salaries quoted 64 37 97
10th Percentile £33,900 £49,500 £28,750
25th Percentile £41,250 £50,000 £35,000
Median annual salary (50th Percentile) £55,000 £60,000 £45,591
Median % change year-on-year -8.33% +31.61% +1.00%
75th Percentile £60,313 £77,500 £55,000
90th Percentile £81,750 £82,500 £72,500
England median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -

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 5,404 2,190 5,613
As % of all permanent IT jobs advertised in the East of England 92.09% 90.83% 91.52%
Number of salaries quoted 2,551 1,624 4,000
10th Percentile £27,000 £29,750 £27,500
25th Percentile £35,000 £37,500 £36,250
Median annual salary (50th Percentile) £50,000 £50,000 £50,000
Median % change year-on-year - - +5.26%
75th Percentile £65,000 £63,750 £62,500
90th Percentile £75,000 £76,063 £77,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +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 23 January 2022.

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 23 January 2022. 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
Jobs
Cambridgeshire +4 103 £57,500 -4.17% 14
Hertfordshire +3 93 £55,000 - 11
Essex +9 18 £45,000 -21.74% 1
Bedfordshire -4 18 £47,500 -32.14% 1
Suffolk - 3 - -
Norfolk - 2 £38,750 - 2
Visualisation
England

For the 6 months to 23 January 2022, 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.

1 133 (56.12%) Analytics
2 116 (48.95%) SQL
3 108 (45.57%) Analytical Skills
4 90 (37.97%) Data Visualisation
5 89 (37.55%) Business Intelligence
6 86 (36.29%) Agile Software Development
7 79 (33.33%) Degree
8 73 (30.80%) Python
9 72 (30.38%) Social Skills
10 70 (29.54%) Data Science
11 62 (26.16%) Life Science
12 61 (25.74%) Tableau
13 58 (24.47%) Power Platform
14 56 (23.63%) Power BI
15 54 (22.78%) Computer Science
16 53 (22.36%) AWS
17 52 (21.94%) Software Engineering
18 50 (21.10%) Data Warehouse
19 49 (20.68%) Mathematics
20 47 (19.83%) Data Analytics
20 47 (19.83%) Inclusion and Diversity
21 45 (18.99%) Microsoft Excel
22 44 (18.57%) Finance
23 43 (18.14%) Law
24 42 (17.72%) Data Modelling
25 41 (17.30%) Decision-Making
26 40 (16.88%) Problem-Solving
27 39 (16.46%) CI/CD
28 38 (16.03%) Data Engineering
28 38 (16.03%) Azure

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 25 (10.55%) Apache Spark
2 15 (6.33%) Jupyter
3 6 (2.53%) Apache Solr
4 5 (2.11%) Apache
4 5 (2.11%) OpenStack
5 4 (1.69%) SAS
6 1 (0.42%) Elasticsearch
6 1 (0.42%) Ethereum
Applications
1 45 (18.99%) Microsoft Excel
2 2 (0.84%) Microsoft PowerPoint
2 2 (0.84%) Pipeline Pilot
3 1 (0.42%) Weka
Business Applications
1 5 (2.11%) Sentinel
2 3 (1.27%) Sage 1000
2 3 (1.27%) Sprinklr
3 1 (0.42%) SAP CRM
3 1 (0.42%) SAP ERP
3 1 (0.42%) SAP MDG
3 1 (0.42%) SAP S/4HANA
Cloud Services
1 58 (24.47%) Power Platform
2 53 (22.36%) AWS
3 38 (16.03%) Azure
4 24 (10.13%) GCP
4 24 (10.13%) Google Sheets
5 13 (5.49%) Serverless
6 12 (5.06%) Amazon S3
7 11 (4.64%) AWS Lambda
7 11 (4.64%) Azure Sentinel
8 9 (3.80%) Amazon CloudWatch
9 8 (3.38%) Azure Data Factory
9 8 (3.38%) Azure Logic Apps
10 7 (2.95%) Snowflake
11 6 (2.53%) AWS CloudFormation
12 5 (2.11%) Amazon GuardDuty
12 5 (2.11%) AWS CloudTrail
12 5 (2.11%) Azure Monitor
12 5 (2.11%) CloudFront
13 4 (1.69%) Amazon EC2
13 4 (1.69%) Amazon EMR
Communications & Networking
1 7 (2.95%) Internet
2 4 (1.69%) Network Security
3 1 (0.42%) Broadband
Database & Business Intelligence
1 61 (25.74%) Tableau
2 56 (23.63%) Power BI
3 50 (21.10%) Data Warehouse
4 25 (10.55%) Big Data
5 21 (8.86%) SQL Server
6 16 (6.75%) SQL Server Reporting Services
7 15 (6.33%) Enterprise Data Warehouse
8 14 (5.91%) Amazon Redshift
9 13 (5.49%) Spotfire
9 13 (5.49%) SQL Server Integration Services
10 12 (5.06%) Data Mining
10 12 (5.06%) SQL Server Analysis Services
11 11 (4.64%) Hadoop
11 11 (4.64%) Oracle ODI
12 9 (3.80%) Data Lake
12 9 (3.80%) Oracle Reports
13 8 (3.38%) Amazon Aurora
13 8 (3.38%) Apache Hive
13 8 (3.38%) Star Schema
14 7 (2.95%) Azure SQL Database
Development Applications
1 32 (13.50%) Git (software)
2 23 (9.70%) Jenkins
3 9 (3.80%) GitLab
3 9 (3.80%) JIRA
4 6 (2.53%) Octopus Deploy
4 6 (2.53%) TestRail
5 5 (2.11%) Gerrit
6 3 (1.27%) Buildbot
6 3 (1.27%) Sonatype Nexus
6 3 (1.27%) TeamCity
6 3 (1.27%) Visual Studio Team System
7 2 (0.84%) Eclipse
7 2 (0.84%) Toad
8 1 (0.42%) CircleCI
8 1 (0.42%) ERwin
8 1 (0.42%) Travis CI
8 1 (0.42%) webpack
General
1 108 (45.57%) Analytical Skills
2 72 (30.38%) Social Skills
3 47 (19.83%) Inclusion and Diversity
4 44 (18.57%) Finance
5 43 (18.14%) Law
6 37 (15.61%) Marketing
7 33 (13.92%) Games
8 14 (5.91%) Pharmaceutical
9 13 (5.49%) Manufacturing
10 10 (4.22%) Presentation Skills
11 9 (3.80%) Humanities
12 8 (3.38%) Influencing Skills
13 7 (2.95%) Advertising
13 7 (2.95%) Electronics
14 5 (2.11%) Telecoms
15 4 (1.69%) Banking
15 4 (1.69%) Organisational Skills
16 2 (0.84%) Retail
16 2 (0.84%) Wearables
17 1 (0.42%) Front Office
Job Titles
1 76 (32.07%) Analyst
2 38 (16.03%) Developer
3 24 (10.13%) Process Analyst
4 20 (8.44%) Business Intelligence Analyst
5 19 (8.02%) Data Analyst
5 19 (8.02%) Data Engineer
6 17 (7.17%) Software Engineer
7 15 (6.33%) Business Intelligence Developer
8 13 (5.49%) Project Leader
9 9 (3.80%) C# Software Engineer
9 9 (3.80%) Performance Engineer
9 9 (3.80%) Performance Test Engineer
9 9 (3.80%) Software Test Engineer
9 9 (3.80%) Test Engineer
10 8 (3.38%) Analyst Developer
10 8 (3.38%) Architect
10 8 (3.38%) Data Scientist
10 8 (3.38%) DevOps Engineer
11 7 (2.95%) Insight Analyst
11 7 (2.95%) Lead Developer
Libraries, Frameworks & Software Standards
1 16 (6.75%) React
2 12 (5.06%) RESTful
3 11 (4.64%) Kafka
4 10 (4.22%) Shiny
5 8 (3.38%) JSON
6 7 (2.95%) NumPy
6 7 (2.95%) Pandas
7 6 (2.53%) Dask
7 6 (2.53%) PyQt
7 6 (2.53%) pytest
7 6 (2.53%) Software Packaging
7 6 (2.53%) Sphinx
7 6 (2.53%) Tkinter
7 6 (2.53%) Web Services
8 5 (2.11%) .NET
8 5 (2.11%) CSS
8 5 (2.11%) Elastic Stack
8 5 (2.11%) Redux
8 5 (2.11%) TensorFlow
8 5 (2.11%) XML
Miscellaneous
1 62 (26.16%) Life Science
2 36 (15.19%) Management Information System
3 16 (6.75%) Smartphone
4 12 (5.06%) Analytical Mindset
5 11 (4.64%) Social Media
6 10 (4.22%) FMCG
7 9 (3.80%) Algorithms
7 9 (3.80%) Reference Data
8 7 (2.95%) Internet of Things
9 4 (1.69%) User Experience
10 3 (1.27%) Biotechnology
10 3 (1.27%) Data Structures
10 3 (1.27%) FPGA
10 3 (1.27%) Linux Command Line
10 3 (1.27%) Renewable Energy
11 2 (0.84%) Client/Server
11 2 (0.84%) Digital Media
11 2 (0.84%) Robotics
12 1 (0.42%) Hedge funds
12 1 (0.42%) Self-Motivation
Operating Systems
1 25 (10.55%) Linux
2 11 (4.64%) Mac OS
3 7 (2.95%) Unix
4 5 (2.11%) Windows
Processes & Methodologies
1 133 (56.12%) Analytics
2 90 (37.97%) Data Visualisation
3 89 (37.55%) Business Intelligence
4 86 (36.29%) Agile Software Development
5 70 (29.54%) Data Science
6 54 (22.78%) Computer Science
7 52 (21.94%) Software Engineering
8 49 (20.68%) Mathematics
9 47 (19.83%) Data Analytics
10 42 (17.72%) Data Modelling
11 41 (17.30%) Decision-Making
12 40 (16.88%) Problem-Solving
13 39 (16.46%) CI/CD
14 38 (16.03%) Data Engineering
15 37 (15.61%) Data Analysis
16 34 (14.35%) DevOps
17 31 (13.08%) ETL
18 30 (12.66%) Workshop Facilitation
19 29 (12.24%) Statistics
20 28 (11.81%) Artificial Intelligence
Programming Languages
1 116 (48.95%) SQL
2 73 (30.80%) Python
3 35 (14.77%) C#
4 29 (12.24%) JavaScript
4 29 (12.24%) VBA
5 28 (11.81%) C++
6 21 (8.86%) R
7 18 (7.59%) Java
8 10 (4.22%) Bash
8 10 (4.22%) TypeScript
9 6 (2.53%) C
9 6 (2.53%) PowerShell
10 5 (2.11%) Perl
10 5 (2.11%) Ruby
10 5 (2.11%) T-SQL
10 5 (2.11%) VB
11 4 (1.69%) Scala
12 3 (1.27%) Groovy
13 2 (0.84%) Go
14 1 (0.42%) Cypher
Qualifications
1 79 (33.33%) Degree
2 20 (8.44%) Master's Degree
2 20 (8.44%) PhD
3 18 (7.59%) Numerate Degree
4 5 (2.11%) Computer Science Degree
4 5 (2.11%) GCFA
4 5 (2.11%) GCFE
4 5 (2.11%) GCIA
4 5 (2.11%) GCIH
4 5 (2.11%) SANS
5 2 (0.84%) Microsoft Certification
5 2 (0.84%) TOGAF Certification
6 1 (0.42%) CISA
6 1 (0.42%) CISM
6 1 (0.42%) CISSP
6 1 (0.42%) CRISC
Quality Assurance & Compliance
1 27 (11.39%) Data Quality
2 15 (6.33%) GDPR
3 10 (4.22%) QA
4 6 (2.53%) Actionable Recommendations
5 3 (1.27%) GRC
6 1 (0.42%) ITGC
6 1 (0.42%) SLA
System Software
1 19 (8.02%) Docker
2 5 (2.11%) Apache ZooKeeper
3 1 (0.42%) Virtual Machines
Systems Management
1 18 (7.59%) Kubernetes
2 12 (5.06%) Terraform
3 11 (4.64%) Ansible
4 9 (3.80%) Oracle EDQ
5 5 (2.11%) Mesos
5 5 (2.11%) Puppet
6 2 (0.84%) Grafana
6 2 (0.84%) Prometheus
7 1 (0.42%) Icinga
7 1 (0.42%) Kibana
7 1 (0.42%) Opscode Chef
Vendors
1 35 (14.77%) Oracle
2 23 (9.70%) Microsoft
3 16 (6.75%) SAP
4 13 (5.49%) MuleSoft
5 9 (3.80%) Facebook
5 9 (3.80%) Saba
6 7 (2.95%) Google
6 7 (2.95%) Splunk
7 6 (2.53%) MicroStrategy
7 6 (2.53%) Talend
7 6 (2.53%) YouTube
8 5 (2.11%) Alteryx
8 5 (2.11%) Workday
9 4 (1.69%) Salesforce.com
10 3 (1.27%) Adobe
10 3 (1.27%) Alibaba
10 3 (1.27%) Informatica
10 3 (1.27%) Omniture
11 2 (0.84%) Databricks
11 2 (0.84%) Sage