Decision-Making Jobs

Decision-Making
UK

The table below provides summary statistics for permanent job vacancies requiring Decision-Making skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Decision-Making over the 6 months leading up to 31 May 2025, comparing them to the same period in the previous two years.

6 months to
31 May 2025
Same period 2024 Same period 2023
Rank 44 44 68
Rank change year-on-year 0 +24 +9
Permanent jobs citing Decision-Making 3,121 5,020 4,419
As % of all permanent jobs advertised in the UK 5.59% 4.84% 4.61%
As % of the Processes & Methodologies category 5.97% 5.76% 4.83%
Number of salaries quoted 1,232 2,599 1,889
10th Percentile £35,000 £31,250 £35,500
25th Percentile £45,000 £41,250 £43,067
Median annual salary (50th Percentile) £59,878 £55,000 £59,999
Median % change year-on-year +8.87% -8.33% 0.00%
75th Percentile £77,500 £72,500 £80,000
90th Percentile £96,250 £93,750 £98,900
UK excluding London median annual salary £52,443 £50,000 £52,500
% change year-on-year +4.89% -4.76% -1.75%

All Process and Methodology Skills
UK

Decision-Making falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 52,256 87,133 91,481
As % of all permanent jobs advertised in the UK 93.58% 84.04% 95.51%
Number of salaries quoted 25,854 60,896 54,581
10th Percentile £28,822 £29,250 £34,000
25th Percentile £41,250 £40,000 £45,000
Median annual salary (50th Percentile) £57,000 £55,000 £60,899
Median % change year-on-year +3.64% -9.69% +1.50%
75th Percentile £75,000 £72,500 £81,250
90th Percentile £97,500 £92,500 £100,000
UK excluding London median annual salary £51,564 £50,000 £55,000
% change year-on-year +3.13% -9.09% +4.76%

Decision-Making
Job Vacancy Trend

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

Job vacancy trend for Decision-Making in the UK

Decision-Making
Salary Trend

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

Salary trend for Decision-Making in the UK

Decision-Making
Salary Histogram

Salary distribution for jobs citing Decision-Making over the 6 months to 31 May 2025.

Salary histogram for Decision-Making in the UK

Decision-Making
Top 19 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Decision-Making within the UK over the 6 months to 31 May 2025. 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
England 0 2,557 £60,000 +9.09% 4,253
UK excluding London -9 1,783 £52,443 +4.89% 1,978
London +12 1,102 £72,500 +7.41% 2,532
Work from Home -55 691 £57,500 +4.18% 2,035
North of England -49 404 £55,000 +4.76% 525
South East -29 396 £57,500 +21.05% 497
Scotland +16 316 £51,645 +7.59% 142
North West -52 279 £55,000 +10.00% 312
Midlands -10 277 £52,500 -4.49% 338
South West +55 196 £60,000 +20.00% 207
West Midlands -14 167 £57,468 +4.49% 222
East of England -31 145 £60,000 +26.32% 153
Yorkshire -10 119 £56,250 +2.27% 152
East Midlands +16 107 £39,960 -11.20% 111
Wales +16 37 £45,197 +6.34% 55
Northern Ireland +39 11 £82,801 +176.00% 40
North East -21 6 £39,100 -13.59% 67
Channel Islands 0 2 £78,750 - 55
Isle of Man - 2 £31,000 - 4

Decision-Making
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 77 (2.47%) SharePoint
2 44 (1.41%) Apache Spark
3 24 (0.77%) Jupyter
4 23 (0.74%) Confluence
5 16 (0.51%) CMS
6 12 (0.38%) Apache
7 10 (0.32%) Apache Airflow
8 9 (0.29%) Microsoft Exchange
9 6 (0.19%) Moodle
9 6 (0.19%) SAS
10 5 (0.16%) ArcGIS
11 4 (0.13%) IBM Domino
12 3 (0.096%) Drupal
12 3 (0.096%) Kinematics
12 3 (0.096%) OpenEdge
12 3 (0.096%) WordPress
13 2 (0.064%) Oracle SOA Suite
13 2 (0.064%) Oracle Workflow
13 2 (0.064%) Skype for Business
14 1 (0.032%) CICS
Applications
1 316 (10.12%) Microsoft PowerPoint
2 310 (9.93%) Microsoft Office
3 210 (6.73%) Microsoft Excel
4 13 (0.42%) Spreadsheet
5 12 (0.38%) Microsoft Project
5 12 (0.38%) MS Visio
6 7 (0.22%) SPSS
6 7 (0.22%) Trello
7 6 (0.19%) Maya
8 4 (0.13%) Chatbot
9 3 (0.096%) AutoCAD
10 2 (0.064%) Acrobat
10 2 (0.064%) Adobe XD
10 2 (0.064%) Sketch
11 1 (0.032%) Adobe Premiere
11 1 (0.032%) CapCut
11 1 (0.032%) GNU Octave
11 1 (0.032%) Oracle Smart View
11 1 (0.032%) Revit
Business Applications
1 46 (1.47%) SAP S/4HANA
2 40 (1.28%) Infor LN
2 40 (1.28%) SAP BPC
3 25 (0.80%) NetSuite
4 18 (0.58%) Dynamics CRM
5 11 (0.35%) Salesforce CRM
6 10 (0.32%) Oracle EBS
6 10 (0.32%) Raiser’s Edge
7 9 (0.29%) Dynamics GP
8 6 (0.19%) Oracle ERP
8 6 (0.19%) Shopify
9 4 (0.13%) Adobe Campaign
10 3 (0.096%) CiviCRM
11 2 (0.064%) iTrent
11 2 (0.064%) NEC Housing
11 2 (0.064%) Oracle Payables
11 2 (0.064%) Oracle Receivables
11 2 (0.064%) SAP IBP
11 2 (0.064%) Sparx Enterprise Architect
11 2 (0.064%) Workday HCM
Cloud Services
1 371 (11.89%) Power Platform
2 335 (10.73%) Azure
3 208 (6.66%) AWS
4 115 (3.68%) SaaS
5 79 (2.53%) GCP
6 64 (2.05%) Microsoft 365
7 60 (1.92%) Azure Data Factory
8 53 (1.70%) Google Analytics
9 47 (1.51%) Snowflake
10 37 (1.19%) Dynamics 365
11 36 (1.15%) Azure Synapse Analytics
12 35 (1.12%) Power Automate
12 35 (1.12%) PowerApps
13 32 (1.03%) Cloud Computing
14 30 (0.96%) Serverless
15 26 (0.83%) GitHub
16 25 (0.80%) Microsoft Copilot
17 24 (0.77%) Azure DevOps
18 23 (0.74%) Amazon S3
18 23 (0.74%) dbt
Communications & Networking
1 24 (0.77%) Firewall
2 21 (0.67%) Network Security
3 12 (0.38%) VPN
3 12 (0.38%) WAN
4 10 (0.32%) VLAN
5 9 (0.29%) Internet
5 9 (0.29%) Intranet
6 8 (0.26%) IP Telephony
6 8 (0.26%) Unified Communications
6 8 (0.26%) Wi-Fi
7 7 (0.22%) 5G
7 7 (0.22%) SAN
8 6 (0.19%) TCP/IP
9 5 (0.16%) Broadband
9 5 (0.16%) Intrusion Detection
9 5 (0.16%) LAN
9 5 (0.16%) SMS
10 4 (0.13%) DHCP
10 4 (0.13%) FTP
10 4 (0.13%) VoIP
Database & Business Intelligence
1 333 (10.67%) Power BI
2 203 (6.50%) Tableau
3 136 (4.36%) Data Warehouse
4 69 (2.21%) SQL Server
5 62 (1.99%) Big Data
6 44 (1.41%) Data Lake
7 42 (1.35%) SQL Server Integration Services
8 41 (1.31%) Metadata
9 38 (1.22%) NoSQL
9 38 (1.22%) PostgreSQL
10 34 (1.09%) Relational Database
11 33 (1.06%) Power Query
12 31 (0.99%) SQL Server Reporting Services
13 24 (0.77%) Looker
14 23 (0.74%) Amazon Redshift
14 23 (0.74%) Hadoop
15 18 (0.58%) BigQuery
16 17 (0.54%) Data Mining
16 17 (0.54%) MySQL
17 16 (0.51%) Oracle Reports
Development Applications
1 60 (1.92%) JIRA
2 44 (1.41%) Git
3 42 (1.35%) Oracle Forms
4 22 (0.70%) Jenkins
5 14 (0.45%) SQL Server Management Studio (SSMS)
6 13 (0.42%) Visual Studio
7 9 (0.29%) JUnit
8 8 (0.26%) GitLab
8 8 (0.26%) Maven
9 5 (0.16%) ERwin
9 5 (0.16%) SonarQube
10 4 (0.13%) Bitbucket Server
10 4 (0.13%) DbUnit
10 4 (0.13%) jMock
10 4 (0.13%) Mockito
11 3 (0.096%) Atlassian Bamboo
11 3 (0.096%) Bitbucket
11 3 (0.096%) ER Studio
12 2 (0.064%) Axure RP
12 2 (0.064%) Gradle
General
1 1,477 (47.32%) Social Skills
2 1,350 (43.26%) Finance
3 1,063 (34.06%) Analytical Skills
4 526 (16.85%) Inclusion and Diversity
5 478 (15.32%) Marketing
6 447 (14.32%) Banking
7 331 (10.61%) Electronics
8 306 (9.80%) Financial Institution
9 289 (9.26%) French Language
10 286 (9.16%) German Language
11 262 (8.39%) Law
12 248 (7.95%) Legal
13 219 (7.02%) Presentation Skills
14 112 (3.59%) Organisational Skills
15 109 (3.49%) Retail
16 87 (2.79%) Influencing Skills
17 80 (2.56%) Public Sector
18 75 (2.40%) Manufacturing
19 49 (1.57%) Police
20 40 (1.28%) Telecoms
Job Titles
1 664 (21.28%) Analyst
2 483 (15.48%) Senior
3 347 (11.12%) Lead
4 286 (9.16%) Research Analyst
5 282 (9.04%) Credit Analyst
6 199 (6.38%) Principal Engineer
7 193 (6.18%) Software Assurance Engineer
8 129 (4.13%) Business Manager
9 127 (4.07%) Customer Executive
10 112 (3.59%) Development Manager
11 106 (3.40%) Business Development Manager
12 102 (3.27%) Developer
13 96 (3.08%) Architect
14 94 (3.01%) Software Engineer
15 93 (2.98%) Business Analyst
16 91 (2.92%) Data Scientist
17 85 (2.72%) Financial Analyst
18 84 (2.69%) Senior Electrical Engineer
19 74 (2.37%) Data Engineer
20 72 (2.31%) Data Analyst
Libraries, Frameworks & Software Standards
1 51 (1.63%) .NET
2 37 (1.19%) Kafka
3 36 (1.15%) Spring
4 35 (1.12%) React
5 29 (0.93%) REST
6 28 (0.90%) Spring Boot
7 26 (0.83%) Pandas
7 26 (0.83%) RESTful
8 25 (0.80%) CSS
9 22 (0.70%) HTML
10 20 (0.64%) AngularJS
10 20 (0.64%) PySpark
11 18 (0.58%) .NET Core
11 18 (0.58%) EDI
12 15 (0.48%) TensorFlow
13 13 (0.42%) scikit-learn
14 11 (0.35%) Node.js
14 11 (0.35%) XML
15 9 (0.29%) JSON
16 8 (0.26%) NumPy
Miscellaneous
1 300 (9.61%) Credit Risk
2 296 (9.48%) Management Information System
3 282 (9.04%) Fixed Income
4 167 (5.35%) Self-Motivation
5 121 (3.88%) Product Ownership
6 84 (2.69%) Social Media
7 65 (2.08%) Algorithms
8 62 (1.99%) Cloud Native
9 58 (1.86%) Analytical Mindset
10 57 (1.83%) FMCG
11 33 (1.06%) Onboarding
12 32 (1.03%) Legacy Systems
13 28 (0.90%) Cyberattack
14 27 (0.87%) NHS
15 26 (0.83%) Enterprise Software
16 24 (0.77%) Data Structures
17 20 (0.64%) Data Centre
18 19 (0.61%) Driving Licence
19 18 (0.58%) Marketing Technology
20 17 (0.54%) Derivative
Operating Systems
1 62 (1.99%) Windows
2 28 (0.90%) Linux
3 18 (0.58%) Windows Vista
4 15 (0.48%) Windows Server
5 14 (0.45%) Unix
6 6 (0.19%) Apple iOS
7 4 (0.13%) Android
7 4 (0.13%) Windows 10
7 4 (0.13%) Windows Server 2016
8 3 (0.096%) Robot Operating System
9 2 (0.064%) Mac OS
9 2 (0.064%) Windows Server 2019
10 1 (0.032%) Android TV
10 1 (0.032%) Debian
10 1 (0.032%) VMS
10 1 (0.032%) zOS
Processes & Methodologies
1 855 (27.40%) Problem-Solving
2 672 (21.53%) Analytics
3 635 (20.35%) Risk Management
4 587 (18.81%) Data-Driven Decision Making
5 522 (16.73%) Business Intelligence
6 469 (15.03%) Agile
7 463 (14.83%) Continuous Improvement
8 448 (14.35%) Business Strategy
9 409 (13.10%) Risk Assessment
10 406 (13.01%) Software Engineering
11 403 (12.91%) Artificial Intelligence
12 354 (11.34%) Stakeholder Management
13 336 (10.77%) Business Development
14 329 (10.54%) Asset Management
15 316 (10.12%) Portfolio Management
16 315 (10.09%) Financial Modelling
17 312 (10.00%) Visualisation
18 305 (9.77%) Project Management
19 292 (9.36%) Data Analysis
20 288 (9.23%) Roadmaps
Programming Languages
1 434 (13.91%) SQL
2 323 (10.35%) Python
3 100 (3.20%) Java
4 80 (2.56%) JavaScript
5 46 (1.47%) C#
6 42 (1.35%) R
7 33 (1.06%) Data Analysis Expressions
8 28 (0.90%) C++
9 20 (0.64%) T-SQL
10 19 (0.61%) PowerShell
11 14 (0.45%) TypeScript
12 12 (0.38%) Scala
13 8 (0.26%) PHP
14 7 (0.22%) Bash
14 7 (0.22%) VBA
15 6 (0.19%) C
16 5 (0.16%) MATLAB
16 5 (0.16%) PL/SQL
17 4 (0.13%) RPG
17 4 (0.13%) VB
Qualifications
1 1,019 (32.65%) Degree
2 533 (17.08%) BPSS Clearance
3 483 (15.48%) Master's Degree
4 284 (9.10%) CFA
5 112 (3.59%) ACCA
6 109 (3.49%) CIMA
7 106 (3.40%) Security Cleared
8 71 (2.27%) Computer Science Degree
9 60 (1.92%) DV Cleared
10 59 (1.89%) DBS Check
11 58 (1.86%) SC Cleared
12 37 (1.19%) CRISC
13 36 (1.15%) Azure Certification
13 36 (1.15%) Chartered Engineer
14 29 (0.93%) Microsoft Certification
15 23 (0.74%) PhD
16 21 (0.67%) AWS Certification
16 21 (0.67%) CCAB
16 21 (0.67%) CISSP
17 17 (0.54%) PMI Certification
Quality Assurance & Compliance
1 197 (6.31%) Data Quality
2 106 (3.40%) GDPR
3 86 (2.76%) Accessibility
4 82 (2.63%) QA
5 45 (1.44%) IFRS
6 41 (1.31%) GAAP
7 40 (1.28%) COBIT
8 31 (0.99%) NIST
9 26 (0.83%) ISO/IEC 27001
10 20 (0.64%) Actionable Recommendations
11 18 (0.58%) ITGC
12 15 (0.48%) California Consumer Privacy Act
12 15 (0.48%) NCSC
12 15 (0.48%) PMO
13 14 (0.45%) Sarbanes-Oxley
14 13 (0.42%) Cyber Essentials
15 11 (0.35%) SLA
16 5 (0.16%) GRC
16 5 (0.16%) PCI DSS
17 4 (0.13%) ISO 20022
System Software
1 53 (1.70%) Docker
2 20 (0.64%) Active Directory
3 9 (0.29%) Hyper-V
3 9 (0.29%) VMware Infrastructure
4 5 (0.16%) Firmware
4 5 (0.16%) HDFS
5 3 (0.096%) Postfix
6 2 (0.064%) Virtual Desktop
6 2 (0.064%) Virtual Machines
6 2 (0.064%) vSphere
6 2 (0.064%) XenApp
7 1 (0.032%) ACF2
7 1 (0.032%) BitLocker
7 1 (0.032%) Job Entry Subsystem
7 1 (0.032%) Microsoft App-V
7 1 (0.032%) RACF
7 1 (0.032%) Virtual Servers
7 1 (0.032%) VMware ESXi
Systems Management
1 51 (1.63%) Kubernetes
2 21 (0.67%) Terraform
3 13 (0.42%) Ansible
4 10 (0.32%) Grafana
5 6 (0.19%) Microsoft Intune
5 6 (0.19%) Prometheus
6 5 (0.16%) FortiGate
7 2 (0.064%) Active Directory Federation Services
7 2 (0.064%) Kibana
7 2 (0.064%) Kubeflow
7 2 (0.064%) Netcool
7 2 (0.064%) Netcool/OMNIbus
7 2 (0.064%) Oozie
7 2 (0.064%) SCCM
7 2 (0.064%) Tivoli
8 1 (0.032%) Failover Clustering
8 1 (0.032%) PaperCut
8 1 (0.032%) SCVMM
8 1 (0.032%) Single Sign-On
8 1 (0.032%) vCenter Server
Vendors
1 333 (10.67%) Microsoft
2 283 (9.07%) Bloomberg
3 255 (8.17%) Salesforce
4 156 (5.00%) SAP
5 123 (3.94%) Google
6 98 (3.14%) Oracle
7 62 (1.99%) Databricks
8 49 (1.57%) Cognos
9 45 (1.44%) YouTube
10 40 (1.28%) Infor
11 34 (1.09%) Adobe
12 26 (0.83%) Intel
12 26 (0.83%) ServiceNow
13 24 (0.77%) IBM
14 20 (0.64%) HubSpot
14 20 (0.64%) Informatica
15 15 (0.48%) VMware
16 14 (0.45%) Marketo
16 14 (0.45%) Salesforce Marketing Cloud
16 14 (0.45%) Workday