Period
to 28 May 2020

The following table provides summary statistics for permanent job vacancies advertised in London 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 28 May 2020 with a comparison to the same period in the previous 2 years.

Visualization
England > London
6 months to
28 May 2020
Same period 2019 Same period 2018
Rank 118 156 180
Rank change year-on-year +38 +24 -17
Permanent jobs citing Visualisation 1,059 1,306 1,431
As % of all permanent jobs advertised in London 2.81% 2.25% 2.06%
As % of the Processes & Methodologies category 3.00% 2.42% 2.21%
Number of salaries quoted 768 1,133 1,081
Median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - -
10th Percentile £41,250 £41,250 £37,500
90th Percentile £102,500 £92,500 £95,000
England median annual salary £57,500 £52,500 £54,000
% change year-on-year +9.52% -2.78% +2.86%

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 35,321 53,955 64,661
As % of all permanent IT jobs advertised in London 93.82% 92.92% 93.23%
Number of salaries quoted 28,409 43,573 52,181
Median annual salary £67,500 £65,000 £60,000
Median salary % change year-on-year +3.85% +8.33% -
10th Percentile £38,750 £36,250 £35,250
90th Percentile £102,500 £96,250 £93,750
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Visualisation
Job Vacancy Trend in London

Job postings citing Visualisation as a proportion of all IT jobs advertised in London.

Job vacancy trend for Visualisation in London

Visualisation
Salary Trend in London

3-month moving average salary quoted in jobs citing Visualisation in London.

Salary trend for Visualisation in London

Visualisation
Salary Histogram in London

Salary distribution for jobs citing Visualisation in London over the 6 months to 28 May 2020.

Salary histogram for Visualisation in London

Visualisation
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Visualisation within the London region over the 6 months to 28 May 2020. 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
Central London -2 205 £62,500 +11.61% 14
West London +54 80 £62,500 +38.89% 2
South London +30 29 £67,500 +33.33%
North London +16 24 £51,250 -10.09%
East London +3 10 £50,000 +11.11% 1
Visualisation
England

For the 6 months to 28 May 2020, 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 London region with a requirement for Visualisation.

1 580 (54.77%) SQL
2 535 (50.52%) Analytics
3 524 (49.48%) Data Visualisation
4 436 (41.17%) Business Intelligence
5 425 (40.13%) Tableau
6 368 (34.75%) Python
7 333 (31.44%) Agile Software Development
8 289 (27.29%) Analytical Skills
9 282 (26.63%) Finance
10 263 (24.83%) ETL
11 258 (24.36%) SQL Server
12 256 (24.17%) Power Platform
13 255 (24.08%) Power BI
14 240 (22.66%) Degree
15 229 (21.62%) Data Analytics
16 215 (20.30%) Data Analysis
17 207 (19.55%) Azure
18 206 (19.45%) AWS
19 204 (19.26%) Data Science
20 201 (18.98%) Data Warehouse
21 174 (16.43%) User Experience
22 173 (16.34%) Machine Learning
22 173 (16.34%) Data Modelling
23 165 (15.58%) JavaScript
24 158 (14.92%) Data Lake
25 157 (14.83%) Microsoft
26 139 (13.13%) Project Management
27 137 (12.94%) Oracle
28 129 (12.18%) Big Data
29 126 (11.90%) Computer Science

Visualisation
Co-occurring IT Skills in London 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
1 113 (10.67%) Apache Spark
2 33 (3.12%) SAS
3 26 (2.46%) Jupyter
4 20 (1.89%) Elasticsearch
5 18 (1.70%) Apache Airflow
6 17 (1.61%) Apache
7 11 (1.04%) CMS
8 8 (0.76%) SharePoint
9 7 (0.66%) OpenStack
10 6 (0.57%) ArcGIS
10 6 (0.57%) Mendix
10 6 (0.57%) SharePoint 2013
11 5 (0.47%) Adobe Experience Manager
12 3 (0.28%) Confluence
12 3 (0.28%) IPython
12 3 (0.28%) Luigi
12 3 (0.28%) Oracle SOA Suite
12 3 (0.28%) WebSphere
13 1 (0.094%) Apache Pig
13 1 (0.094%) Appian
Applications
1 86 (8.12%) Microsoft Excel
2 28 (2.64%) Microsoft Office
3 18 (1.70%) SPSS
4 14 (1.32%) Microsoft PowerPoint
5 7 (0.66%) MS Visio
5 7 (0.66%) NASTRAN
5 7 (0.66%) Siemens NX
6 6 (0.57%) Figma
6 6 (0.57%) Photoshop
7 5 (0.47%) Microsoft Project
8 4 (0.38%) Spreadsheet
9 3 (0.28%) Adobe Premiere
10 2 (0.19%) 3ds Max
10 2 (0.19%) Sketch
11 1 (0.094%) Adobe After Effects
11 1 (0.094%) Adobe Illustrator
11 1 (0.094%) InVision
11 1 (0.094%) Zeplin
Business Applications
1 11 (1.04%) Dynamics CRM
2 7 (0.66%) Teamcenter
3 5 (0.47%) SAP CRM
3 5 (0.47%) SAP ERP
3 5 (0.47%) SAP IS-U
4 2 (0.19%) Adobe Campaign
4 2 (0.19%) SAP BPC
4 2 (0.19%) SessionCam
5 1 (0.094%) NetSuite
5 1 (0.094%) Oracle Applications
5 1 (0.094%) Oracle EBS
5 1 (0.094%) Oracle ERP
5 1 (0.094%) Salesforce.com CRM
5 1 (0.094%) Sprinklr
Cloud Services
1 256 (24.17%) Power Platform
2 207 (19.55%) Azure
3 206 (19.45%) AWS
4 107 (10.10%) GCP
5 46 (4.34%) Azure Data Factory
6 40 (3.78%) Serverless
7 38 (3.59%) SaaS
8 37 (3.49%) Cloud Computing
8 37 (3.49%) PaaS
9 25 (2.36%) Amazon S3
9 25 (2.36%) Office 365
10 22 (2.08%) GitHub
11 21 (1.98%) Azure Stack
12 20 (1.89%) Data Lake Analytics
12 20 (1.89%) Google Analytics
13 19 (1.79%) Amazon Kinesis
14 16 (1.51%) Dynamics 365
15 15 (1.42%) AWS Lambda
16 10 (0.94%) Adobe Analytics
17 9 (0.85%) Amazon SageMaker
Communications & Networking
1 17 (1.61%) VPN
2 15 (1.42%) Firewall
3 13 (1.23%) Internet
4 3 (0.28%) HTTP
4 3 (0.28%) HTTPS
4 3 (0.28%) LAN
4 3 (0.28%) TCP/IP
4 3 (0.28%) WAN
5 2 (0.19%) DNS
5 2 (0.19%) SMS
5 2 (0.19%) SSL
6 1 (0.094%) IPsec
6 1 (0.094%) Network Security
Database & Business Intelligence
1 258 (24.36%) SQL Server
2 255 (24.08%) Power BI
3 201 (18.98%) Data Warehouse
4 158 (14.92%) Data Lake
5 129 (12.18%) Big Data
6 124 (11.71%) NoSQL
7 98 (9.25%) Relational Database
8 92 (8.69%) SQL Server Integration Services
9 90 (8.50%) Hadoop
10 74 (6.99%) QlikView
11 66 (6.23%) SQL Server Analysis Services
11 66 (6.23%) SQL Server Reporting Services
12 54 (5.10%) PostgreSQL
13 53 (5.00%) Azure SQL Database
14 52 (4.91%) MySQL
15 49 (4.63%) BigQuery
16 47 (4.44%) Amazon Redshift
17 46 (4.34%) Azure SQL Data Warehouse
17 46 (4.34%) Looker
18 43 (4.06%) Microsoft Analysis Services
Development Applications
1 118 (11.14%) Git (software)
2 67 (6.33%) Jenkins
3 37 (3.49%) Visual Studio Team System
4 27 (2.55%) Octopus Deploy
5 21 (1.98%) TeamCity
6 20 (1.89%) Atlassian Bamboo
6 20 (1.89%) Visual Studio
7 17 (1.61%) Jasmine
7 17 (1.61%) Karma Test Runner
7 17 (1.61%) NUnit
8 16 (1.51%) Vagrant
9 7 (0.66%) CircleCI
9 7 (0.66%) Sonatype Nexus
9 7 (0.66%) Team Foundation Server
10 6 (0.57%) JIRA
11 5 (0.47%) Babel
11 5 (0.47%) SQL Server Management Studio (SSMS)
11 5 (0.47%) Subversion
12 4 (0.38%) Artifactory
12 4 (0.38%) Balsamiq
General
1 282 (26.63%) Finance
2 92 (8.69%) Marketing
3 44 (4.15%) Banking
4 32 (3.02%) Legal
4 32 (3.02%) Retail
5 30 (2.83%) Front Office
6 28 (2.64%) Advertising
7 20 (1.89%) Back Office
8 17 (1.61%) Games
9 12 (1.13%) Public Sector
10 11 (1.04%) Publishing
11 8 (0.76%) Automotive
11 8 (0.76%) Billing
12 7 (0.66%) Law
12 7 (0.66%) Pharmaceutical
12 7 (0.66%) Russian Language
13 6 (0.57%) Manufacturing
13 6 (0.57%) Telecoms
14 5 (0.47%) Financial Institution
15 4 (0.38%) iGaming
Job Titles
1 252 (23.80%) Developer
2 250 (23.61%) Analyst
3 145 (13.69%) Data Analyst
4 115 (10.86%) Data Engineer
5 70 (6.61%) Architect
6 64 (6.04%) Senior Developer
7 62 (5.85%) Data Scientist
8 61 (5.76%) Data Manager
9 54 (5.10%) Consultant
10 53 (5.00%) Business Intelligence Analyst
11 48 (4.53%) Business Intelligence Developer
12 41 (3.87%) Front End Developer (Client-Side Developer)
13 38 (3.59%) SQL Developer
14 37 (3.49%) Data Architect
15 34 (3.21%) Business Analyst
16 32 (3.02%) Senior Analyst
17 31 (2.93%) PHP Developer
18 30 (2.83%) Full Stack Developer
19 28 (2.64%) Data Consultant
19 28 (2.64%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 113 (10.67%) HTML
2 111 (10.48%) React
3 107 (10.10%) CSS
4 84 (7.93%) D3.js
5 62 (5.85%) AngularJS
6 57 (5.38%) HTML5
7 53 (5.00%) Node.js
8 49 (4.63%) .NET
9 48 (4.53%) Kafka
10 44 (4.15%) Natural Language Processing
11 40 (3.78%) Redux
11 40 (3.78%) TensorFlow
12 39 (3.68%) Vue.js
13 38 (3.59%) Web Services
14 35 (3.31%) RESTful
15 34 (3.21%) REST
15 34 (3.21%) scikit-learn
16 32 (3.02%) Pandas
17 28 (2.64%) CSS3
17 28 (2.64%) Django
Miscellaneous
1 289 (27.29%) Analytical Skills
2 174 (16.43%) User Experience
3 58 (5.48%) Algorithms
4 55 (5.19%) Management Information System
5 47 (4.44%) Hedge funds
6 34 (3.21%) Data Structures
7 32 (3.02%) Greenfield Project
8 30 (2.83%) Self-Motivation
9 29 (2.74%) Mobile App
10 16 (1.51%) Analytical Mindset
10 16 (1.51%) Fixed Income
11 12 (1.13%) Reinsurance
11 12 (1.13%) Social Media
12 11 (1.04%) Blog
13 9 (0.85%) Replication
14 8 (0.76%) Hybrid Cloud
15 7 (0.66%) Augmented Reality
15 7 (0.66%) Marketing Technology
16 6 (0.57%) Digital Media
16 6 (0.57%) Linked Data
Operating Systems
1 68 (6.42%) Linux
2 28 (2.64%) Windows
3 27 (2.55%) Unix
4 10 (0.94%) Android
4 10 (0.94%) Apple iOS
5 7 (0.66%) CentOS
5 7 (0.66%) Red Hat Enterprise Linux
6 6 (0.57%) Windows 10
7 3 (0.28%) Ubuntu
8 1 (0.094%) Mac OS X
8 1 (0.094%) VMS
Processes & Methodologies
1 535 (50.52%) Analytics
2 524 (49.48%) Data Visualisation
3 436 (41.17%) Business Intelligence
4 333 (31.44%) Agile Software Development
5 263 (24.83%) ETL
6 229 (21.62%) Data Analytics
7 215 (20.30%) Data Analysis
8 204 (19.26%) Data Science
9 173 (16.34%) Data Modelling
9 173 (16.34%) Machine Learning
10 139 (13.13%) Project Management
11 126 (11.90%) Computer Science
12 111 (10.48%) Problem-Solving
13 106 (10.01%) DevOps
14 90 (8.50%) Data Engineering
15 88 (8.31%) Data Extraction
15 88 (8.31%) Stakeholder Management
16 85 (8.03%) Artificial Intelligence
17 82 (7.74%) Change Control
18 77 (7.27%) Proactive Monitoring
Programming Languages
1 580 (54.77%) SQL
2 368 (34.75%) Python
3 165 (15.58%) JavaScript
4 119 (11.24%) R
5 101 (9.54%) Java
6 66 (6.23%) C#
7 61 (5.76%) TypeScript
8 52 (4.91%) Scala
9 42 (3.97%) PHP
10 41 (3.87%) T-SQL
11 34 (3.21%) C++
12 33 (3.12%) Data Analysis Expressions (DAX)
13 25 (2.36%) Bash Shell
13 25 (2.36%) PowerShell
13 25 (2.36%) VBA
14 24 (2.27%) C
15 23 (2.17%) ES6
16 20 (1.89%) U-SQL
17 14 (1.32%) Go
18 13 (1.23%) Ruby
Qualifications
1 240 (22.66%) Degree
2 55 (5.19%) Computer Science Degree
3 33 (3.12%) PhD
4 17 (1.61%) Master's Degree
5 16 (1.51%) Numerate Degree
6 5 (0.47%) Security Cleared
7 4 (0.38%) SC Cleared
8 3 (0.28%) ISEB
9 2 (0.19%) ACCA
9 2 (0.19%) AWS Certification
9 2 (0.19%) CIMA
9 2 (0.19%) Postgraduate
10 1 (0.094%) CISSP
10 1 (0.094%) MCSA
10 1 (0.094%) Microsoft Certification
10 1 (0.094%) PMP
10 1 (0.094%) Six Sigma Black Belt
10 1 (0.094%) Six Sigma Green Belt
10 1 (0.094%) TOGAF Certification
Quality Assurance & Compliance
1 68 (6.42%) Data Quality
2 20 (1.89%) QA
3 15 (1.42%) GDPR
4 8 (0.76%) PMO
5 4 (0.38%) Actionable Recommendations
6 2 (0.19%) IEC 62304
6 2 (0.19%) PCI DSS
6 2 (0.19%) SLA
7 1 (0.094%) MiFID
System Software
1 57 (5.38%) Docker
2 15 (1.42%) XenApp
2 15 (1.42%) XenDesktop
3 9 (0.85%) VirtualBox
3 9 (0.85%) VMware Infrastructure
4 7 (0.66%) KVM
5 6 (0.57%) Virtual Desktop
6 3 (0.28%) HDFS
7 1 (0.094%) Active Directory
Systems Management
1 56 (5.29%) Kubernetes
2 18 (1.70%) Ansible
3 16 (1.51%) Terraform
4 15 (1.42%) SCCM
5 13 (1.23%) Puppet
6 9 (0.85%) Docker Swarm
7 7 (0.66%) Kibana
7 7 (0.66%) Packer
8 6 (0.57%) Hadoop YARN
9 4 (0.38%) Ambari
9 4 (0.38%) Grafana
9 4 (0.38%) Matomo
10 3 (0.28%) Argo
10 3 (0.28%) Oozie
10 3 (0.28%) Opscode Chef
11 1 (0.094%) Graylog
11 1 (0.094%) Prometheus
11 1 (0.094%) Single Sign-On
Vendors
1 425 (40.13%) Tableau
2 157 (14.83%) Microsoft
3 137 (12.94%) Oracle
4 98 (9.25%) Alteryx
5 96 (9.07%) Google
6 80 (7.55%) Cadence
7 79 (7.46%) Teradata
8 77 (7.27%) Automation Anywhere
8 77 (7.27%) Blue Prism
8 77 (7.27%) UiPath
9 57 (5.38%) Databricks
10 30 (2.83%) Salesforce.com
11 25 (2.36%) Adobe
12 20 (1.89%) SAP
13 18 (1.70%) MicroStrategy
14 17 (1.61%) Citrix
14 17 (1.61%) Talend
15 16 (1.51%) Cognos
15 16 (1.51%) Facebook
16 14 (1.32%) Hortonworks