Period
to 19 February 2020

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Decision-Making skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Decision-Making over the 6 months to 19 February 2020 with a comparison to the same period in the previous 2 years.

Decision-Making
England > London
6 months to
19 Feb 2020
Same period 2019 Same period 2018
Rank 92 119 154
Rank change year-on-year +27 +35 +8
Permanent jobs citing Decision-Making 1,779 1,746 1,619
As % of all permanent IT jobs advertised in London 3.49% 2.77% 2.32%
As % of the Processes & Methodologies category 3.74% 2.99% 2.48%
Number of salaries quoted 1,328 1,018 1,123
London median annual salary £75,000 £60,000 £64,000
Median salary % change year-on-year +25.00% -6.25% +5.79%
10th Percentile £40,000 £31,955 £40,400
90th Percentile £137,500 £95,375 £97,500
England median annual salary £62,500 £55,000 £55,000
% change year-on-year +13.64% - -

Decision-Making 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 47,574 58,332 65,405
As % of all permanent IT jobs advertised in London 93.31% 92.70% 93.59%
Number of salaries quoted 38,182 47,138 53,570
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% -
10th Percentile £37,500 £35,000 £35,000
90th Percentile £100,000 £95,000 £92,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Decision-Making
Job Vacancy Trend in London

Job postings citing Decision-Making as a percentage of all IT jobs advertised in London.

Job vacancy trend for Decision-Making in London

Decision-Making
Salary Trend in London

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

Salary trend for Decision-Making in London

Decision-Making
Salary Histogram in London

The salary distribution of IT jobs citing Decision-Making in London over the 6 months to 19 February 2020.

Salary histogram for Decision-Making in London

Decision-Making
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Decision-Making within the London region over the 6 months to 19 February 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 +52 352 £70,000 +7.69% 70
West London +2 63 £57,500 +27.78% 26
South London -37 43 £52,500 +6.60% 7
East London 0 18 £82,500 +83.33% 7
North London -5 8 £55,000 +80.33%
Decision-Making
England

For the 6 months to 19 February 2020, IT jobs citing Decision-Making 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 Decision-Making.

1 759 (42.66%) Agile Software Development
2 684 (38.45%) Finance
3 475 (26.70%) AWS
3 475 (26.70%) Analytics
4 458 (25.74%) Java
5 426 (23.95%) Python
6 376 (21.14%) Azure
7 373 (20.97%) SQL
8 348 (19.56%) Software Engineering
9 340 (19.11%) JavaScript
10 334 (18.77%) Analytical Skills
11 332 (18.66%) Asset Management
12 329 (18.49%) DevOps
13 304 (17.09%) Web Services
14 302 (16.98%) Front Office
15 281 (15.80%) Problem-Solving
16 280 (15.74%) Fixed Income
17 278 (15.63%) Banking
18 276 (15.51%) Mentoring
19 255 (14.33%) Derivative
20 232 (13.04%) Investment Management
20 232 (13.04%) Migration
21 229 (12.87%) GCP
22 224 (12.59%) Hedge funds
23 221 (12.42%) C#
24 216 (12.14%) Project Management
25 212 (11.92%) Scrum
25 212 (11.92%) AngularJS
26 205 (11.52%) Business Intelligence
27 194 (10.91%) Degree

Decision-Making
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 37 (2.08%) Apache Spark
2 32 (1.80%) Elasticsearch
3 28 (1.57%) SharePoint
4 27 (1.52%) SAS
5 20 (1.12%) Confluence
6 17 (0.96%) IIS
7 12 (0.67%) Apache Airflow
7 12 (0.67%) MS Exchange
8 11 (0.62%) Cloud Foundry
8 11 (0.62%) GeoServer
9 8 (0.45%) CMS
9 8 (0.45%) Exchange Server 2010
9 8 (0.45%) Jupyter
10 5 (0.28%) Adobe Experience Manager
10 5 (0.28%) EPiServer
10 5 (0.28%) Exchange Server 2013
11 3 (0.17%) Skype for Business
12 2 (0.11%) Exchange Server 2007
12 2 (0.11%) Oracle Workflow
12 2 (0.11%) SAP EP
Applications
1 76 (4.27%) Microsoft Excel
2 58 (3.26%) Microsoft Office
3 36 (2.02%) Microsoft PowerPoint
4 20 (1.12%) SPSS
5 10 (0.56%) Microsoft Project
6 5 (0.28%) Adobe Premiere
6 5 (0.28%) Spreadsheet
7 4 (0.22%) MS Visio
7 4 (0.22%) Notepad++
8 3 (0.17%) Adobe Creative Suite
8 3 (0.17%) Stata
9 1 (0.056%) Figma
9 1 (0.056%) InVision
Business Applications
1 95 (5.34%) FINCAD Analytics
2 23 (1.29%) Dynamics CRM
3 9 (0.51%) Oracle EBS
4 5 (0.28%) Adobe Campaign
4 5 (0.28%) FastStats
4 5 (0.28%) Raiser's Edge
4 5 (0.28%) SessionCam
5 4 (0.22%) SAP Oil and Gas
6 3 (0.17%) Magento
7 2 (0.11%) Cognos Business Intelligence
7 2 (0.11%) Cognos TM1
7 2 (0.11%) Oracle EBS R12
7 2 (0.11%) Oracle Payables
7 2 (0.11%) Oracle Procure-to-Pay
7 2 (0.11%) Oracle Receivables
7 2 (0.11%) Payment Gateway
7 2 (0.11%) Salesforce.com CRM
7 2 (0.11%) SAP PM
7 2 (0.11%) Sparx Enterprise Architect
8 1 (0.056%) Siebel CRM
Cloud Services
1 475 (26.70%) AWS
2 376 (21.14%) Azure
3 229 (12.87%) GCP
4 105 (5.90%) OpenShift
5 94 (5.28%) Power Platform
6 84 (4.72%) SaaS
7 71 (3.99%) Amazon S3
8 67 (3.77%) Serverless
9 65 (3.65%) Amazon SQS
10 63 (3.54%) Office 365
11 56 (3.15%) Amazon EC2
11 56 (3.15%) Amazon ECS
12 52 (2.92%) AWS Lambda
13 49 (2.75%) PaaS
14 44 (2.47%) AWS CloudFormation
15 36 (2.02%) Google Analytics
16 17 (0.96%) Microsoft Flow
16 17 (0.96%) PowerApps
16 17 (0.96%) ShareGate
17 16 (0.90%) GitHub
Communications & Networking
1 27 (1.52%) Firewall
2 25 (1.41%) Internet
2 25 (1.41%) WAN
3 20 (1.12%) LAN
4 19 (1.07%) DNS
5 15 (0.84%) Wi-Fi
6 12 (0.67%) TCP/IP
7 10 (0.56%) DHCP
7 10 (0.56%) SAN
8 8 (0.45%) NAS
8 8 (0.45%) VoIP
9 6 (0.34%) Cisco ISE
9 6 (0.34%) Cisco Nexus
9 6 (0.34%) Skype
10 4 (0.22%) SSL
11 3 (0.17%) HTTP
11 3 (0.17%) Network Security
11 3 (0.17%) Remote Desktop
11 3 (0.17%) VLAN
11 3 (0.17%) VPN
Database & Business Intelligence
1 133 (7.48%) PostgreSQL
2 128 (7.20%) Data Warehouse
2 128 (7.20%) SQL Server
3 119 (6.69%) Big Data
4 112 (6.30%) NoSQL
5 102 (5.73%) Amazon DynamoDB
6 101 (5.68%) Amazon Athena
7 77 (4.33%) Power BI
8 62 (3.49%) Amazon RDS
9 51 (2.87%) Amazon Redshift
10 44 (2.47%) Redis
11 28 (1.57%) Hadoop
11 28 (1.57%) SQL Server Integration Services
12 24 (1.35%) Relational Database
13 22 (1.24%) MongoDB
13 22 (1.24%) QlikView
14 21 (1.18%) Looker
15 20 (1.12%) Data Lake
16 18 (1.01%) SQL Server Analysis Services
17 17 (0.96%) Apache Hive
Development Applications
1 98 (5.51%) Artifactory
2 71 (3.99%) JIRA
3 52 (2.92%) Git (software)
4 48 (2.70%) Jenkins
5 37 (2.08%) Visual Studio
6 29 (1.63%) GitLab
6 29 (1.63%) NUnit
6 29 (1.63%) Selenium
7 21 (1.18%) RStudio
8 17 (0.96%) SQL Server Management Studio (SSMS)
9 15 (0.84%) Cypress.io
9 15 (0.84%) MSTest
10 14 (0.79%) JUnit
10 14 (0.79%) Mockito
11 12 (0.67%) Bitbucket
11 12 (0.67%) gulp
12 10 (0.56%) Cucumber
12 10 (0.56%) jMock
13 9 (0.51%) Jasmine
13 9 (0.51%) TeamCity
General
1 684 (38.45%) Finance
2 302 (16.98%) Front Office
3 278 (15.63%) Banking
4 188 (10.57%) Marketing
5 86 (4.83%) Investment Banking
6 85 (4.78%) Retail
7 61 (3.43%) Public Sector
8 55 (3.09%) Legal
9 52 (2.92%) Law
10 50 (2.81%) Games
11 48 (2.70%) Telecoms
12 26 (1.46%) Police
13 25 (1.41%) Local Government
14 23 (1.29%) Advertising
15 17 (0.96%) Financial Institution
16 13 (0.73%) Back Office
17 12 (0.67%) Publishing
18 9 (0.51%) Billing
19 8 (0.45%) German Language
20 7 (0.39%) Pharmaceutical
Job Titles
1 336 (18.89%) Developer
2 231 (12.98%) Analyst
3 204 (11.47%) Architect
4 140 (7.87%) Software Engineer
5 127 (7.14%) Java Developer
6 93 (5.23%) Senior Developer
7 90 (5.06%) Solutions Architect
8 84 (4.72%) Project Manager
9 79 (4.44%) Python Developer
10 78 (4.38%) Python Engineer
11 75 (4.22%) AWS Engineer
12 64 (3.60%) Development Manager
13 62 (3.49%) Developer/Software Engineer
14 59 (3.32%) AWS Developer
15 57 (3.20%) Analytics Manager
16 56 (3.15%) AWS Software Engineer
16 56 (3.15%) Python Software Engineer
17 55 (3.09%) Consultant
18 54 (3.04%) Front Office Developer
19 53 (2.98%) Business Analyst
Libraries, Frameworks & Software Standards
1 304 (17.09%) Web Services
2 212 (11.92%) AngularJS
3 184 (10.34%) React
4 173 (9.72%) .NET
5 155 (8.71%) J2EE
6 152 (8.54%) Node.js
7 114 (6.41%) HTML
8 94 (5.28%) CSS
9 88 (4.95%) Spring
10 84 (4.72%) Spring Boot
11 74 (4.16%) Vue.js
12 73 (4.10%) REST
13 59 (3.32%) HTML5
14 47 (2.64%) RESTful
15 39 (2.19%) SOAP
16 35 (1.97%) Sass
17 33 (1.85%) Angular 2
18 32 (1.80%) XML
19 30 (1.69%) RabbitMQ
20 29 (1.63%) JSON
Miscellaneous
1 334 (18.77%) Analytical Skills
2 280 (15.74%) Fixed Income
3 255 (14.33%) Derivative
4 224 (12.59%) Hedge funds
5 176 (9.89%) Equities
6 138 (7.76%) Greenfield Project
7 127 (7.14%) Foreign Exchange (FX)
8 100 (5.62%) Management Information System
9 83 (4.67%) Blog
10 82 (4.61%) User Experience
11 79 (4.44%) Equity Derivative
11 79 (4.44%) Public Cloud
12 61 (3.43%) Enterprise Software
13 59 (3.32%) Self-Motivation
14 49 (2.75%) Cloud Native
14 49 (2.75%) Data Centre
15 39 (2.19%) Algorithms
15 39 (2.19%) Mobile App
16 25 (1.41%) Exotic Derivative
17 23 (1.29%) Data Structures
Operating Systems
1 82 (4.61%) Windows
2 62 (3.49%) Linux
3 39 (2.19%) Unix
4 32 (1.80%) Android
5 29 (1.63%) Apple iOS
6 25 (1.41%) Windows Server
7 23 (1.29%) CentOS
8 20 (1.12%) Fedora
9 13 (0.73%) Windows 10
9 13 (0.73%) Windows 7
10 7 (0.39%) Windows Server 2008
11 6 (0.34%) Windows Server 2012
12 5 (0.28%) Mac OS X
13 3 (0.17%) Ubuntu
13 3 (0.17%) Windows Server 2003
14 2 (0.11%) Mac OS
15 1 (0.056%) Windows Vista
Processes & Methodologies
1 759 (42.66%) Agile Software Development
2 475 (26.70%) Analytics
3 348 (19.56%) Software Engineering
4 332 (18.66%) Asset Management
5 329 (18.49%) DevOps
6 281 (15.80%) Problem-Solving
7 276 (15.51%) Mentoring
8 232 (13.04%) Investment Management
8 232 (13.04%) Migration
9 216 (12.14%) Project Management
10 212 (11.92%) Scrum
11 205 (11.52%) Business Intelligence
12 179 (10.06%) Microservices
13 178 (10.01%) Data Analytics
14 165 (9.27%) Artificial Intelligence
15 155 (8.71%) Fintech
16 150 (8.43%) Open Source
16 150 (8.43%) Portfolio Management
16 150 (8.43%) SDLC
17 147 (8.26%) Performance Management
Programming Languages
1 458 (25.74%) Java
2 426 (23.95%) Python
3 373 (20.97%) SQL
4 340 (19.11%) JavaScript
5 221 (12.42%) C#
6 179 (10.06%) C++
7 153 (8.60%) R
8 112 (6.30%) Kotlin
9 66 (3.71%) TypeScript
10 49 (2.75%) C
11 40 (2.25%) PHP
12 30 (1.69%) PL/SQL
13 26 (1.46%) T-SQL
14 23 (1.29%) Scala
15 17 (0.96%) PowerShell
16 13 (0.73%) MATLAB
17 12 (0.67%) Bash Shell
17 12 (0.67%) Ruby
18 10 (0.56%) VB
18 10 (0.56%) VBA
Qualifications
1 194 (10.91%) Degree
2 45 (2.53%) Computer Science Degree
3 36 (2.02%) Security Cleared
4 35 (1.97%) PMP
5 29 (1.63%) CISSP
6 25 (1.41%) Cisco Certification
6 25 (1.41%) CISM
6 25 (1.41%) PMI Certification
7 23 (1.29%) CRISC
8 20 (1.12%) SC Cleared
9 19 (1.07%) CISA
10 17 (0.96%) CIPD
11 15 (0.84%) (ISC)2 CCSP
12 13 (0.73%) ITIL Certification
13 12 (0.67%) Master's Degree
14 11 (0.62%) AWS Certification
14 11 (0.62%) PRINCE2 Practitioner
15 10 (0.56%) Microsoft Certification
16 9 (0.51%) Numerate Degree
17 8 (0.45%) CCNP
Quality Assurance & Compliance
1 92 (5.17%) QA
2 60 (3.37%) Data Quality
3 58 (3.26%) SLA
4 27 (1.52%) PMO
5 25 (1.41%) GDPR
6 18 (1.01%) ISO/IEC 27001
7 17 (0.96%) Actionable Recommendations
8 14 (0.79%) NIST
9 7 (0.39%) COBIT
10 6 (0.34%) Cyber Essentials
10 6 (0.34%) ISO 22301
11 5 (0.28%) IFRS
11 5 (0.28%) IFRS 9
12 4 (0.22%) EMIR
13 3 (0.17%) PCI DSS
14 2 (0.11%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
14 2 (0.11%) P3O
14 2 (0.11%) SEPA
15 1 (0.056%) Cyber Essentials PLUS
15 1 (0.056%) ISO 20022
System Software
1 186 (10.46%) Docker
2 47 (2.64%) Active Directory
3 22 (1.24%) VMware Infrastructure
4 14 (0.79%) Hyper-V
5 6 (0.34%) vSphere
6 2 (0.11%) BitLocker
6 2 (0.11%) HDFS
6 2 (0.11%) LXC
7 1 (0.056%) DFS Replication
7 1 (0.056%) Virtual Desktop
7 1 (0.056%) Virtual Machines
7 1 (0.056%) XenApp
7 1 (0.056%) XenDesktop
Systems Management
1 157 (8.83%) Kubernetes
2 76 (4.27%) Terraform
3 21 (1.18%) Ansible
4 17 (0.96%) Single Sign-On
5 16 (0.90%) Puppet
6 13 (0.73%) Opscode Chef
7 6 (0.34%) SCCM
8 4 (0.22%) Control-M
8 4 (0.22%) EMC NetWorker
8 4 (0.22%) HP Quality Center
8 4 (0.22%) Packer
9 3 (0.17%) Backup Exec
9 3 (0.17%) Kibana
9 3 (0.17%) Microsoft Intune
10 2 (0.11%) Grafana
10 2 (0.11%) Pingdom
11 1 (0.056%) Consul
11 1 (0.056%) Docker Swarm
11 1 (0.056%) Matomo
11 1 (0.056%) Salt
Vendors
1 187 (10.51%) Microsoft
2 169 (9.50%) Google
3 112 (6.30%) Oracle
4 98 (5.51%) Bloomberg
5 81 (4.55%) Salesforce.com
6 78 (4.38%) Tableau
7 54 (3.04%) IBM
8 45 (2.53%) SAP
9 34 (1.91%) VMware
10 31 (1.74%) Cisco
10 31 (1.74%) WorldPay
11 28 (1.57%) Informatica
12 26 (1.46%) Atlassian
13 24 (1.35%) Adobe
14 23 (1.29%) FIS
15 22 (1.24%) Capita
15 22 (1.24%) ServiceNow
16 20 (1.12%) Red Hat
17 18 (1.01%) Teradata
18 16 (0.90%) Sparx