Period
to 19 July 2019

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 19 July 2019 with a comparison to the same period in the previous 2 years.

Visualization
England > London
6 months to
19 Jul 2019
Same period 2018 Same period 2017
Rank 142 172 169
Rank change year-on-year +30 -3 +29
Permanent jobs citing Visualisation 1,377 1,482 1,576
As % of all permanent IT jobs advertised in London 2.36% 2.09% 2.15%
As % of the Processes & Methodologies category 2.54% 2.26% 2.31%
Number of salaries quoted 1,163 1,072 1,274
London median annual salary £57,500 £60,000 £60,000
Median salary % change year-on-year -4.17% - -
10th Percentile £36,250 £37,500 £36,250
90th Percentile £90,000 £95,000 £97,850
England median annual salary £50,000 £52,500 £52,500
% change year-on-year -4.76% - -2.78%

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 54,133 65,697 68,283
As % of all permanent IT jobs advertised in London 92.91% 92.70% 93.15%
Number of salaries quoted 43,961 52,627 54,439
London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £97,500 £95,000 £90,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +2.04%

Visualisation
Job Vacancy Trend in London

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

Job vacancy trend for Visualisation in London

Visualisation
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Visualisation in London.

Salary trend for Visualisation in London

Visualisation
Salary Histogram in London

The salary distribution of IT jobs citing Visualisation in London over the 6 months to 19 July 2019.

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 19 July 2019. 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 +95 378 £55,000 -8.33% 61
West London +31 64 £45,000 - 14
East London +13 25 £45,000 -52.63% 9
South London -30 16 £47,500 - 5
North London +6 1 £57,000 +52.00% 1
Visualisation
England

For the 6 months to 19 July 2019, 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.

1 806 (58.53%) SQL
2 764 (55.48%) Data Visualisation
3 713 (51.78%) Analytics
4 649 (47.13%) Business Intelligence
5 633 (45.97%) Tableau
6 558 (40.52%) Python
7 456 (33.12%) Power BI
7 456 (33.12%) Power Platform
8 389 (28.25%) Data Warehouse
9 356 (25.85%) Agile Software Development
10 338 (24.55%) Analytical Skills
11 337 (24.47%) Data Science
12 323 (23.46%) ETL
13 289 (20.99%) R
14 285 (20.70%) Machine Learning
15 277 (20.12%) Finance
16 242 (17.57%) Big Data
17 239 (17.36%) Data Modelling
18 229 (16.63%) Data Analytics
19 224 (16.27%) Java
19 224 (16.27%) SQL Server
20 212 (15.40%) Hadoop
21 206 (14.96%) QlikView
22 203 (14.74%) Microsoft
23 202 (14.67%) Amazon AWS
24 201 (14.60%) Microsoft Azure
24 201 (14.60%) Microsoft Excel
24 201 (14.60%) SQL Server Integration Services
25 187 (13.58%) Degree
26 181 (13.14%) Data Analysis

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
1 172 (12.49%) Apache Spark
2 61 (4.43%) SAS
3 48 (3.49%) Apache
4 40 (2.90%) Elasticsearch
5 33 (2.40%) SharePoint
6 15 (1.09%) Jupyter
7 13 (0.94%) Apache Pig
8 9 (0.65%) ArcGIS
8 9 (0.65%) IPython
9 6 (0.44%) IIS
9 6 (0.44%) Tomcat
10 5 (0.36%) Apache Airflow
11 4 (0.29%) nginx
11 4 (0.29%) Oracle SOA Suite
12 3 (0.22%) CMS
12 3 (0.22%) Skype for Business
12 3 (0.22%) Tornado
13 2 (0.15%) Exchange Server 2013
13 2 (0.15%) GlassFish
13 2 (0.15%) SharePoint 2013
Applications
1 201 (14.60%) Microsoft Excel
2 38 (2.76%) Microsoft Office
3 29 (2.11%) SPSS
4 14 (1.02%) Microsoft PowerPoint
5 11 (0.80%) Stata
6 10 (0.73%) Adobe Creative Suite
7 9 (0.65%) Photoshop
7 9 (0.65%) Sketch
8 8 (0.58%) Adobe After Effects
9 7 (0.51%) Adobe Illustrator
10 6 (0.44%) 3ds Max
10 6 (0.44%) Zeplin
11 5 (0.36%) CINEMA 4D
12 4 (0.29%) Chatbot
12 4 (0.29%) Microsoft Project
12 4 (0.29%) MS Visio
12 4 (0.29%) Spreadsheet
13 3 (0.22%) Maya
14 2 (0.15%) InDesign
14 2 (0.15%) OmniGraffle
Business Applications
1 5 (0.36%) SAP FI-GL
2 4 (0.29%) Sparx Enterprise Architect
3 3 (0.22%) Actimize
3 3 (0.22%) Dynamics CRM
3 3 (0.22%) Infor SunSystems
4 2 (0.15%) SAP ERP
4 2 (0.15%) SAP GTS
4 2 (0.15%) SAP S/4HANA
5 1 (0.073%) Cognos Business Intelligence
5 1 (0.073%) Oracle Payables
5 1 (0.073%) Oracle Receivables
5 1 (0.073%) SAP BPC
5 1 (0.073%) Sprinklr
Cloud Services
1 456 (33.12%) Power Platform
2 202 (14.67%) Amazon AWS
3 201 (14.60%) Microsoft Azure
4 85 (6.17%) Google Cloud Platform
5 55 (3.99%) Google Analytics
6 47 (3.41%) SaaS
7 38 (2.76%) PaaS
8 32 (2.32%) Cloud Computing
9 29 (2.11%) Office 365
10 25 (1.82%) Azure Data Factory
11 21 (1.53%) Amazon S3
12 13 (0.94%) Amazon EC2
13 11 (0.80%) Serverless
14 10 (0.73%) Amazon EMR
14 10 (0.73%) PowerApps
15 9 (0.65%) Adobe Analytics
16 8 (0.58%) AWS Lambda
16 8 (0.58%) Azure Stack
17 6 (0.44%) Salesforce Sales Cloud
17 6 (0.44%) Salesforce Service Cloud
Communications & Networking
1 7 (0.51%) Firewall
2 5 (0.36%) DNS
3 4 (0.29%) Asterisk PBX
3 4 (0.29%) Cisco ASA
3 4 (0.29%) Internet
3 4 (0.29%) SMTP
3 4 (0.29%) VoIP
3 4 (0.29%) VPN
4 3 (0.22%) Reverse Proxy
4 3 (0.22%) Skype
4 3 (0.22%) Unified Communications
5 2 (0.15%) IP Telephony
6 1 (0.073%) DHCP
6 1 (0.073%) HTTP
6 1 (0.073%) TCP/IP
Database & Business Intelligence
1 456 (33.12%) Power BI
2 389 (28.25%) Data Warehouse
3 242 (17.57%) Big Data
4 224 (16.27%) SQL Server
5 212 (15.40%) Hadoop
6 206 (14.96%) QlikView
7 201 (14.60%) SQL Server Integration Services
8 176 (12.78%) SQL Server Reporting Services
9 150 (10.89%) SQL Server Analysis Services
10 93 (6.75%) NoSQL
11 74 (5.37%) Relational Database
12 70 (5.08%) Apache Hive
13 66 (4.79%) Amazon Redshift
14 64 (4.65%) Data Lake
15 62 (4.50%) Data Mining
16 53 (3.85%) Looker
17 51 (3.70%) BusinessObjects
18 39 (2.83%) BigQuery
18 39 (2.83%) SQL Server 2012
19 38 (2.76%) MySQL
Development Applications
1 103 (7.48%) Git (software)
2 38 (2.76%) Jenkins
3 36 (2.61%) JIRA
4 23 (1.67%) Subversion
5 17 (1.23%) Maven
6 13 (0.94%) Ant
6 13 (0.94%) Gradle
6 13 (0.94%) webpack
7 12 (0.87%) Travis CI
8 11 (0.80%) SQL Server Management Studio (SSMS)
9 9 (0.65%) Bitbucket
9 9 (0.65%) Team Foundation Server
10 8 (0.58%) git-flow
11 5 (0.36%) Atlassian Bamboo
11 5 (0.36%) Vagrant
11 5 (0.36%) Visual Studio
12 4 (0.29%) Axure RP
12 4 (0.29%) gulp
12 4 (0.29%) Hudson
12 4 (0.29%) Jasmine
General
1 277 (20.12%) Finance
2 128 (9.30%) Retail
3 123 (8.93%) Marketing
4 68 (4.94%) Banking
5 43 (3.12%) Legal
6 28 (2.03%) Advertising
7 25 (1.82%) Law
8 23 (1.67%) Telecoms
9 17 (1.23%) Investment Banking
10 14 (1.02%) Publishing
11 10 (0.73%) Games
12 9 (0.65%) Automotive
12 9 (0.65%) Billing
12 9 (0.65%) Front Office
12 9 (0.65%) Pharmaceutical
13 8 (0.58%) Back Office
13 8 (0.58%) Manufacturing
14 2 (0.15%) Aerospace
14 2 (0.15%) Digital Economy
14 2 (0.15%) Financial Institution
Job Titles
1 370 (26.87%) Analyst
2 312 (22.66%) Developer
3 155 (11.26%) Data Analyst
4 139 (10.09%) Data Engineer
5 130 (9.44%) Data Scientist
6 114 (8.28%) Business Intelligence Analyst
7 109 (7.92%) Business Intelligence Developer
8 79 (5.74%) Architect
9 78 (5.66%) Consultant
10 72 (5.23%) SQL Developer
11 65 (4.72%) SQL Analyst
12 63 (4.58%) Senior Analyst
13 53 (3.85%) Data Architect
14 46 (3.34%) Senior Data Scientist
15 38 (2.76%) Big Data Engineer
16 37 (2.69%) Tableau Analyst
17 36 (2.61%) Data Manager
17 36 (2.61%) Senior Developer
17 36 (2.61%) SQL BI Developer
17 36 (2.61%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 100 (7.26%) HTML
2 82 (5.95%) D3.js
3 77 (5.59%) CSS
4 65 (4.72%) Natural Language Processing
5 56 (4.07%) MDX
6 54 (3.92%) Kafka
7 52 (3.78%) React
8 50 (3.63%) scikit-learn
9 45 (3.27%) AngularJS
10 43 (3.12%) TensorFlow
11 40 (2.90%) .NET
12 38 (2.76%) Pandas
13 34 (2.47%) HTML5
14 27 (1.96%) Web Services
15 25 (1.82%) JSON
15 25 (1.82%) Node.js
16 24 (1.74%) NumPy
17 21 (1.53%) Redux
18 20 (1.45%) REST
19 19 (1.38%) CSS3
Miscellaneous
1 338 (24.55%) Analytical Skills
2 111 (8.06%) Algorithms
3 104 (7.55%) User Experience
4 77 (5.59%) Management Information System
5 57 (4.14%) Greenfield Project
6 41 (2.98%) Data Structures
7 29 (2.11%) Self-Motivation
8 24 (1.74%) Reinsurance
8 24 (1.74%) Virtual Team
9 21 (1.53%) Data Centre
10 17 (1.23%) Robotics
11 16 (1.16%) Social Media
12 15 (1.09%) Analytical Mindset
13 14 (1.02%) Life Science
13 14 (1.02%) Mobile App
14 12 (0.87%) Credit Risk
14 12 (0.87%) Graphic Design
15 11 (0.80%) Augmented Reality
16 10 (0.73%) Digital Media
16 10 (0.73%) Hedge funds
Operating Systems
1 84 (6.10%) Linux
2 33 (2.40%) Windows
3 24 (1.74%) Apple iOS
4 21 (1.53%) Android
5 17 (1.23%) Unix
6 7 (0.51%) CentOS
7 6 (0.44%) Red Hat Enterprise Linux
7 6 (0.44%) Windows 10
7 6 (0.44%) Windows Server
8 4 (0.29%) Mac OS X
9 3 (0.22%) Ubuntu
10 1 (0.073%) Oracle Linux
10 1 (0.073%) Windows 7
10 1 (0.073%) Windows Server 2012
Processes & Methodologies
1 764 (55.48%) Data Visualisation
2 713 (51.78%) Analytics
3 649 (47.13%) Business Intelligence
4 356 (25.85%) Agile Software Development
5 337 (24.47%) Data Science
6 323 (23.46%) ETL
7 285 (20.70%) Machine Learning
8 239 (17.36%) Data Modelling
9 229 (16.63%) Data Analytics
10 181 (13.14%) Data Analysis
11 140 (10.17%) Problem-Solving
12 139 (10.09%) Decision-Making
13 126 (9.15%) Dashboard Development
13 126 (9.15%) Software Engineering
14 124 (9.01%) Mathematics
15 115 (8.35%) Computer Science
16 114 (8.28%) Artificial Intelligence
17 113 (8.21%) Data Management
18 101 (7.33%) Actionable Insight
18 101 (7.33%) Fintech
Programming Languages
1 806 (58.53%) SQL
2 558 (40.52%) Python
3 289 (20.99%) R
4 224 (16.27%) Java
5 146 (10.60%) JavaScript
6 135 (9.80%) T-SQL
7 106 (7.70%) Scala
8 80 (5.81%) C#
9 71 (5.16%) VBA
10 48 (3.49%) Data Analysis Expressions (DAX)
11 37 (2.69%) C
12 30 (2.18%) PowerShell
13 29 (2.11%) C++
14 23 (1.67%) Go
14 23 (1.67%) TypeScript
15 22 (1.60%) Ruby
16 13 (0.94%) MATLAB
17 12 (0.87%) Bash Shell
17 12 (0.87%) PL/SQL
18 9 (0.65%) PHP
Qualifications
1 187 (13.58%) Degree
2 47 (3.41%) PhD
3 36 (2.61%) Security Cleared
4 29 (2.11%) Computer Science Degree
5 19 (1.38%) Master's Degree
6 17 (1.23%) Numerate Degree
7 12 (0.87%) Microsoft Certification
7 12 (0.87%) SC Cleared
8 7 (0.51%) MCSA
9 6 (0.44%) PMI Certification
10 3 (0.22%) MCDBA
10 3 (0.22%) MCP
10 3 (0.22%) MCSE
11 2 (0.15%) CISA
11 2 (0.15%) ITIL Certification
11 2 (0.15%) SANS
12 1 (0.073%) MBA
12 1 (0.073%) PMP
12 1 (0.073%) PRINCE2 Certification
12 1 (0.073%) Six Sigma Green Belt
Quality Assurance & Compliance
1 109 (7.92%) Data Quality
2 30 (2.18%) GDPR
3 23 (1.67%) QA
4 12 (0.87%) ISO/IEC 27001
5 7 (0.51%) PMO
5 7 (0.51%) Solvency II
6 4 (0.29%) Actionable Recommendations
7 3 (0.22%) SLA
8 2 (0.15%) PCI DSS
System Software
1 51 (3.70%) Docker
2 11 (0.80%) Active Directory
3 10 (0.73%) HDFS
4 8 (0.58%) Apache Flume
5 5 (0.36%) VirtualBox
5 5 (0.36%) XenApp
6 4 (0.29%) VMware Infrastructure
7 3 (0.22%) BitLocker
7 3 (0.22%) Hyper-V
7 3 (0.22%) Microsoft App-V
7 3 (0.22%) XenDesktop
8 1 (0.073%) Firmware
Systems Management
1 30 (2.18%) Ansible
2 25 (1.82%) Ambari
3 19 (1.38%) Kubernetes
4 17 (1.23%) Terraform
5 13 (0.94%) Oozie
6 11 (0.80%) Puppet
7 10 (0.73%) Hadoop YARN
8 7 (0.51%) Kibana
9 6 (0.44%) Docker Swarm
9 6 (0.44%) Opscode Chef
10 5 (0.36%) Grafana
11 4 (0.29%) ITRS Geneos
11 4 (0.29%) ZABBIX
12 3 (0.22%) AirWatch
12 3 (0.22%) Microsoft Intune
12 3 (0.22%) Netcool
12 3 (0.22%) SCCM
13 1 (0.073%) Control-M
13 1 (0.073%) EMC NetWorker
13 1 (0.073%) Packer
Vendors
1 633 (45.97%) Tableau
2 203 (14.74%) Microsoft
3 126 (9.15%) Google
4 56 (4.07%) SAP
5 48 (3.49%) Oracle
6 41 (2.98%) Alteryx
7 36 (2.61%) IBM
8 32 (2.32%) Adobe
9 28 (2.03%) MicroStrategy
10 27 (1.96%) Informatica
10 27 (1.96%) Talend
11 23 (1.67%) Cognos
12 22 (1.60%) Databricks
13 21 (1.53%) Splunk
14 15 (1.09%) EXASOL
15 14 (1.02%) Hortonworks
16 12 (0.87%) Cloudera
17 11 (0.80%) Teradata
18 9 (0.65%) Netezza
18 9 (0.65%) Red Hat