Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 24 January 2022

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

Decision-Making
England > London
6 months to
24 Jan 2022		 Same period 2021 Same period 2020
Rank 91 144 96
Rank change year-on-year +53 -48 +31
Permanent jobs citing Decision-Making 1,801 555 1,771
As % of all permanent jobs advertised in London 3.55% 2.33% 3.46%
As % of the Processes & Methodologies category 3.71% 2.47% 3.68%
Number of salaries quoted 1,000 440 1,306
10th Percentile £42,450 £41,125 £40,000
25th Percentile £51,250 £51,250 £53,750
Median annual salary (50th Percentile) £70,000 £67,500 £75,000
Median % change year-on-year +3.70% -10.00% +25.00%
75th Percentile £90,000 £85,000 £100,000
90th Percentile £105,000 £105,000 £140,000
England median annual salary £60,000 £55,000 £62,500
% change year-on-year +9.09% -12.00% +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 48,579 22,444 48,081
As % of all permanent IT jobs advertised in London 95.70% 94.19% 93.92%
Number of salaries quoted 32,313 18,957 39,009
10th Percentile £42,500 £42,500 £36,475
25th Percentile £53,750 £52,500 £48,178
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £85,000 £83,750
90th Percentile £110,000 £105,000 £100,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Decision-Making
Job Vacancy Trend in London

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

Job vacancy trend for Decision-Making in London

Decision-Making
Salary Trend in London

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

Salary trend for Decision-Making in London

Decision-Making
Salary Histogram in London

Salary distribution for jobs citing Decision-Making in London over the 6 months to 24 January 2022.

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 24 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
Central London +65 270 £80,000 +18.52% 73
West London -30 66 £57,500 -17.86% 14
South London +3 29 £70,000 +16.08% 8
East London -20 25 £46,000 +15.00% 28
North London -6 13 £44,750 +23.74% 1
Decision-Making
England

For the 6 months to 24 January 2022, 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.

1 677 (37.59%) Social Skills
2 646 (35.87%) Agile Software Development
3 515 (28.60%) Finance
4 491 (27.26%) Python
5 479 (26.60%) Analytics
6 435 (24.15%) Problem-Solving
7 401 (22.27%) Degree
8 369 (20.49%) SQL
9 335 (18.60%) Analytical Skills
10 320 (17.77%) AWS
11 274 (15.21%) Java
12 239 (13.27%) Computer Science
13 232 (12.88%) DevOps
14 227 (12.60%) JavaScript
14 227 (12.60%) Software Engineering
15 226 (12.55%) Data Science
16 217 (12.05%) Kubernetes
17 216 (11.99%) CI/CD
18 212 (11.77%) Mentoring
19 211 (11.72%) Project Management
20 197 (10.94%) Azure
21 195 (10.83%) User Experience
22 192 (10.66%) Machine Learning
23 187 (10.38%) Business Intelligence
24 186 (10.33%) Full Stack Development
25 182 (10.11%) Stakeholder Management
26 180 (9.99%) Microservices
27 177 (9.83%) Inclusion and Diversity
28 173 (9.61%) Data Management
29 172 (9.55%) Docker

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 72 (4.00%) Apache Spark
2 48 (2.67%) SAS
3 29 (1.61%) SharePoint
4 28 (1.55%) Confluence
5 20 (1.11%) CMS
6 11 (0.61%) Apache
6 11 (0.61%) Elasticsearch
7 7 (0.39%) Apache Airflow
7 7 (0.39%) Skype for Business
8 5 (0.28%) Ethereum
8 5 (0.28%) Hyperledger
8 5 (0.28%) Tomcat
9 4 (0.22%) WordPress
10 3 (0.17%) Adobe Experience Manager
10 3 (0.17%) Apache Pig
10 3 (0.17%) IBM Notes
11 2 (0.11%) Luigi
11 2 (0.11%) Oracle SOA Suite
11 2 (0.11%) TPMS
12 1 (0.056%) Jupyter
Applications
1 117 (6.50%) Microsoft Excel
2 80 (4.44%) Microsoft Office
3 62 (3.44%) Microsoft PowerPoint
4 23 (1.28%) Microsoft Project
4 23 (1.28%) MS Visio
5 17 (0.94%) Chatbot
6 8 (0.44%) Spreadsheet
7 7 (0.39%) InVision
7 7 (0.39%) Sketch
8 4 (0.22%) Stata
9 3 (0.17%) Photoshop
10 2 (0.11%) Adobe Illustrator
11 1 (0.056%) Adobe Captivate
Business Applications
1 16 (0.89%) Distributed Ledger
1 16 (0.89%) R3 Corda
2 11 (0.61%) Payment Gateway
3 8 (0.44%) Dynamics CRM
3 8 (0.44%) Workday HCM
4 7 (0.39%) SAP BPC
5 5 (0.28%) SAP S/4HANA
6 4 (0.22%) SAP Oil and Gas
6 4 (0.22%) Unit4 Business World
7 3 (0.17%) Salesforce.com CRM
8 2 (0.11%) Oracle Assets
8 2 (0.11%) Oracle Payables
8 2 (0.11%) Shopify
9 1 (0.056%) Adobe Campaign
9 1 (0.056%) Hyperion Planning
9 1 (0.056%) NetSuite
9 1 (0.056%) Remedy ITSM
9 1 (0.056%) SAP CO
9 1 (0.056%) SAP FI
9 1 (0.056%) SAP FI/CO
Cloud Services
1 320 (17.77%) AWS
2 197 (10.94%) Azure
3 129 (7.16%) GCP
4 102 (5.66%) Power Platform
5 86 (4.78%) SaaS
6 80 (4.44%) GitHub
7 70 (3.89%) Serverless
8 62 (3.44%) Snowflake
9 51 (2.83%) Microsoft 365
10 49 (2.72%) AWS CloudFormation
10 49 (2.72%) AWS Lambda
11 47 (2.61%) Google Analytics
12 38 (2.11%) Amazon SQS
13 36 (2.00%) Amazon S3
14 31 (1.72%) Amazon EC2
15 29 (1.61%) Slack
16 28 (1.55%) Amazon ECS
17 26 (1.44%) Dropbox
18 24 (1.33%) Cloud Computing
19 23 (1.28%) IaaS
Communications & Networking
1 41 (2.28%) Broadband
2 23 (1.28%) NFC
3 22 (1.22%) Firewall
4 16 (0.89%) Internet
5 13 (0.72%) HTTP
5 13 (0.72%) VPN
6 12 (0.67%) WAN
7 10 (0.56%) LAN
7 10 (0.56%) VoIP
8 9 (0.50%) IPsec
8 9 (0.50%) RTP
9 8 (0.44%) BGP
9 8 (0.44%) Ethernet VPN
9 8 (0.44%) OSPF
9 8 (0.44%) Wi-Fi
10 7 (0.39%) Skype
11 6 (0.33%) SMS
12 4 (0.22%) Network Security
12 4 (0.22%) SMTP
12 4 (0.22%) SSL
Database & Business Intelligence
1 147 (8.16%) Tableau
2 103 (5.72%) Big Data
3 102 (5.66%) Power BI
4 87 (4.83%) Data Warehouse
5 81 (4.50%) NoSQL
6 73 (4.05%) Relational Database
7 57 (3.16%) PostgreSQL
7 57 (3.16%) SQL Server
8 39 (2.17%) MongoDB
9 36 (2.00%) Amazon Redshift
10 33 (1.83%) Blockchain
11 31 (1.72%) GIS
11 31 (1.72%) Metadata
12 29 (1.61%) Looker
13 28 (1.55%) Amazon RDS
14 26 (1.44%) Apache Cassandra
15 25 (1.39%) Hadoop
15 25 (1.39%) Qlik Sense
16 21 (1.17%) BigQuery
16 21 (1.17%) Data Mining
Development Applications
1 154 (8.55%) Jenkins
2 137 (7.61%) Git (software)
3 79 (4.39%) JIRA
4 39 (2.17%) Cucumber
5 30 (1.67%) Selenium
6 29 (1.61%) Cypress.io
6 29 (1.61%) Postman
7 25 (1.39%) Artifactory
8 24 (1.33%) TeamCity
9 18 (1.00%) CircleCI
9 18 (1.00%) JUnit
10 15 (0.83%) Protractor
11 10 (0.56%) Gradle
11 10 (0.56%) Mocha
12 8 (0.44%) Mockito
12 8 (0.44%) Octopus Deploy
13 6 (0.33%) Maven
13 6 (0.33%) REST Assured
13 6 (0.33%) Team Foundation Server
14 5 (0.28%) Hamcrest
General
1 677 (37.59%) Social Skills
2 515 (28.60%) Finance
3 335 (18.60%) Analytical Skills
4 177 (9.83%) Inclusion and Diversity
5 148 (8.22%) Presentation Skills
6 139 (7.72%) Marketing
7 124 (6.89%) Influencing Skills
8 117 (6.50%) Retail
9 83 (4.61%) Legal
10 82 (4.55%) Banking
11 81 (4.50%) Organisational Skills
12 71 (3.94%) Law
13 67 (3.72%) Military
13 67 (3.72%) Telecoms
14 49 (2.72%) Public Sector
15 48 (2.67%) Pharmaceutical
16 34 (1.89%) Advertising
17 25 (1.39%) Front Office
17 25 (1.39%) Publishing
18 24 (1.33%) Games
Job Titles
1 244 (13.55%) Developer
2 233 (12.94%) Analyst
3 147 (8.16%) Architect
4 106 (5.89%) Software Engineer
5 92 (5.11%) Data Analyst
6 69 (3.83%) Senior Analyst
7 62 (3.44%) Solutions Architect
8 61 (3.39%) Project Manager
9 56 (3.11%) Java Developer
10 55 (3.05%) Senior Manager
11 52 (2.89%) Data Engineer
12 50 (2.78%) Data Scientist
13 48 (2.67%) Consultant
14 44 (2.44%) Senior Developer
15 41 (2.28%) Product Manager
15 41 (2.28%) Senior Software Engineer
16 38 (2.11%) DevOps Engineer
17 35 (1.94%) Business Intelligence Analyst
17 35 (1.94%) Data Manager
18 33 (1.83%) Product Owner
Libraries, Frameworks & Software Standards
1 165 (9.16%) React
2 111 (6.16%) Node.js
3 94 (5.22%) AngularJS
4 82 (4.55%) Kafka
4 82 (4.55%) RESTful
5 81 (4.50%) Spring
6 75 (4.16%) Web Services
7 72 (4.00%) Spring Boot
8 71 (3.94%) REST
9 55 (3.05%) Vue.js
10 49 (2.72%) CSS
10 49 (2.72%) Django
11 47 (2.61%) React Native
12 45 (2.50%) GraphQL
12 45 (2.50%) HTML
13 43 (2.39%) .NET
14 41 (2.28%) JAX-RS
15 40 (2.22%) Spring MVC
16 33 (1.83%) RxJS
16 33 (1.83%) WebSockets
Miscellaneous
1 195 (10.83%) User Experience
2 123 (6.83%) Management Information System
3 122 (6.77%) Algorithms
4 93 (5.16%) Self-Motivation
5 65 (3.61%) Virtual Team
6 62 (3.44%) Mobile App
7 59 (3.28%) Enterprise Software
8 48 (2.67%) Greenfield Project
9 46 (2.55%) Data Structures
10 45 (2.50%) Social Media
11 25 (1.39%) Public Cloud
12 22 (1.22%) Data Centre
12 22 (1.22%) Hybrid Cloud
13 17 (0.94%) NHS
14 14 (0.78%) Cloud Native
15 13 (0.72%) Legacy Code
15 13 (0.72%) Taxonomies
16 11 (0.61%) Life Science
17 10 (0.56%) Blog
17 10 (0.56%) Reinsurance
Operating Systems
1 72 (4.00%) Android
2 59 (3.28%) Apple iOS
3 50 (2.78%) Windows
4 31 (1.72%) Linux
5 22 (1.22%) Unix
6 17 (0.94%) Windows 10
7 10 (0.56%) Windows Server
8 5 (0.28%) Mac OS
8 5 (0.28%) Windows 7
9 2 (0.11%) DC/OS
10 1 (0.056%) Amazon Linux
10 1 (0.056%) VMS
10 1 (0.056%) Windows Server 2012
10 1 (0.056%) Windows Server 2016
Processes & Methodologies
1 646 (35.87%) Agile Software Development
2 479 (26.60%) Analytics
3 435 (24.15%) Problem-Solving
4 239 (13.27%) Computer Science
5 232 (12.88%) DevOps
6 227 (12.60%) Software Engineering
7 226 (12.55%) Data Science
8 216 (11.99%) CI/CD
9 212 (11.77%) Mentoring
10 211 (11.72%) Project Management
11 192 (10.66%) Machine Learning
12 187 (10.38%) Business Intelligence
13 186 (10.33%) Full Stack Development
14 182 (10.11%) Stakeholder Management
15 180 (9.99%) Microservices
16 173 (9.61%) Data Management
17 167 (9.27%) Collaborative Working
18 164 (9.11%) Scrum
19 162 (9.00%) Data Modelling
19 162 (9.00%) TDD
Programming Languages
1 491 (27.26%) Python
2 369 (20.49%) SQL
3 274 (15.21%) Java
4 227 (12.60%) JavaScript
5 97 (5.39%) TypeScript
6 88 (4.89%) R
7 65 (3.61%) C#
8 51 (2.83%) Kotlin
9 50 (2.78%) Go
10 44 (2.44%) Java 8
11 36 (2.00%) Scala
12 33 (1.83%) C
13 32 (1.78%) Bash
14 26 (1.44%) PowerShell
15 23 (1.28%) Ruby
16 22 (1.22%) PHP
17 14 (0.78%) Java 11
17 14 (0.78%) Shell Script
17 14 (0.78%) VBA
18 13 (0.72%) C++
Qualifications
1 401 (22.27%) Degree
2 132 (7.33%) Computer Science Degree
3 85 (4.72%) PhD
4 42 (2.33%) Security Cleared
5 24 (1.33%) Master's Degree
6 22 (1.22%) SC Cleared
7 12 (0.67%) PMI Certification
8 11 (0.61%) CSPO
9 10 (0.56%) ACCA
9 10 (0.56%) Microsoft Certification
10 9 (0.50%) CIMA
11 8 (0.44%) BPSS Clearance
12 7 (0.39%) DV Cleared
12 7 (0.39%) MCSA
12 7 (0.39%) Numerate Degree
13 5 (0.28%) APMP
13 5 (0.28%) CISM
13 5 (0.28%) CISSP
13 5 (0.28%) PMP
14 4 (0.22%) MCITP
Quality Assurance & Compliance
1 99 (5.50%) QA
2 77 (4.28%) Data Quality
3 34 (1.89%) GDPR
4 23 (1.28%) SLA
5 21 (1.17%) Accessibility
6 17 (0.94%) PMO
7 10 (0.56%) GRC
7 10 (0.56%) ISO/IEC 27001
8 9 (0.50%) ISO 20022
9 7 (0.39%) COBIT
10 4 (0.22%) Cyber Essentials
10 4 (0.22%) Cyber Essentials PLUS
11 3 (0.17%) NIST
12 2 (0.11%) JSP 440
12 2 (0.11%) P3O
12 2 (0.11%) RMADS
13 1 (0.056%) HMG Security Policy Framework
13 1 (0.056%) ISO 9001
13 1 (0.056%) PCI DSS
13 1 (0.056%) WCAG
System Software
1 172 (9.55%) Docker
2 36 (2.00%) Active Directory
3 6 (0.33%) VMware Infrastructure
4 5 (0.28%) Apache ZooKeeper
5 4 (0.22%) BitLocker
6 3 (0.17%) LXC
6 3 (0.17%) Virtual Desktop
7 1 (0.056%) Terminal Services
7 1 (0.056%) vSphere
7 1 (0.056%) XenApp
7 1 (0.056%) XenDesktop
Systems Management
1 217 (12.05%) Kubernetes
2 77 (4.28%) Terraform
3 21 (1.17%) Ansible
4 14 (0.78%) Microsoft Intune
4 14 (0.78%) SCCM
5 13 (0.72%) Puppet
6 7 (0.39%) AirWatch
7 4 (0.22%) Istio
7 4 (0.22%) Opscode Chef
7 4 (0.22%) Prometheus
8 3 (0.17%) Kibana
8 3 (0.17%) Single Sign-On
9 2 (0.11%) Bugsnag
9 2 (0.11%) Grafana
9 2 (0.11%) ZABBIX
10 1 (0.056%) Active Directory Federation Services
10 1 (0.056%) FortiGate
10 1 (0.056%) Packer
10 1 (0.056%) PaperCut
10 1 (0.056%) SafeCom
Vendors
1 165 (9.16%) Microsoft
2 158 (8.77%) Google
3 48 (2.67%) Apple
4 43 (2.39%) Informatica
5 42 (2.33%) SAP
6 38 (2.11%) Oracle
7 31 (1.72%) Salesforce.com
8 29 (1.61%) Spotify
9 28 (1.55%) Talend
10 27 (1.50%) Adobe
11 26 (1.44%) BEA
11 26 (1.44%) CrowdStrike
12 23 (1.28%) IBM
13 20 (1.11%) Bloomberg
14 18 (1.00%) Alteryx
15 16 (0.89%) LexisNexis
16 15 (0.83%) Amplitude
17 14 (0.78%) Workday
18 10 (0.56%) ServiceNow
18 10 (0.56%) Splunk