Period
to

The following table provides summary statistics for permanent job vacancies with a requirement for Business Transformation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Business Transformation over the 6 months to 10 August 2022 with a comparison to the same period in the previous 2 years.

Business Transformation
UK
6 months to
10 Aug 2022
Same period 2021 Same period 2020
Rank 445 511 528
Rank change year-on-year +66 +17 -56
Permanent jobs citing Business Transformation 1,312 644 266
As % of all permanent jobs advertised in the UK 0.77% 0.56% 0.41%
As % of the Processes & Methodologies category 0.81% 0.60% 0.44%
Number of salaries quoted 617 410 185
10th Percentile £41,039 £38,975 £37,500
25th Percentile £50,358 £46,250 £42,500
Median annual salary (50th Percentile) £62,500 £60,000 £65,000
Median % change year-on-year +4.17% -7.69% +8.33%
75th Percentile £80,000 £83,750 £85,000
90th Percentile £97,500 £102,500 £115,000
UK excluding London median annual salary £55,000 £52,500 £48,500
% change year-on-year +4.76% +8.25% -7.62%

Business Transformation 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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 162,861 107,406 59,927
As % of all permanent IT jobs advertised in the UK 95.78% 94.05% 93.06%
Number of salaries quoted 83,795 73,009 48,582
10th Percentile £34,000 £32,500 £32,500
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +4.76%
75th Percentile £80,000 £75,000 £73,750
90th Percentile £96,965 £92,500 £90,000
UK excluding London median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

Business Transformation
Job Vacancy Trend

Job postings citing Business Transformation as a proportion of all IT jobs advertised.

Job vacancy trend for Business Transformation in the UK

Business Transformation
Salary Trend

3-month moving average salary quoted in jobs citing Business Transformation.

Salary trend for Business Transformation in the UK

Business Transformation
Salary Histogram

Salary distribution for jobs citing Business Transformation over the 6 months to 10 August 2022.

Salary histogram for Business Transformation in the UK

Business Transformation
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Business Transformation within the UK over the 6 months to 10 August 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
England +64 1,134 £62,920 +4.87% 72
London +68 716 £70,000 -6.67% 34
Work from Home +24 509 £60,000 +4.35% 19
UK excluding London +33 463 £55,000 +4.76% 42
South East +13 165 £57,750 +10.00% 10
North of England -33 115 £48,000 -4.00% 11
Yorkshire -11 61 £59,313 +7.84% 4
Midlands -56 59 £54,000 -1.82% 7
North West -48 49 £46,250 -5.13% 6
Scotland -5 42 £55,000 -6.38% 4
South West -23 38 £52,500 -0.94% 8
East Midlands -18 31 £45,000 -30.77% 2
West Midlands -58 28 £60,000 +20.00% 5
East of England -35 23 £54,750 +36.88% 1
Wales -2 14 £65,000 +18.18% 1
North East -8 9 £95,000 +84.47% 1
Northern Ireland -4 8 £48,000 +60.00%

For the 6 months to 10 August 2022, IT jobs citing Business Transformation 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 with a requirement for Business Transformation.

1 648 (49.39%) Agile
2 430 (32.77%) Social Skills
3 413 (31.48%) Finance
4 330 (25.15%) Problem-Solving
5 328 (25.00%) Analytics
6 320 (24.39%) Data Science
7 273 (20.81%) AWS
8 253 (19.28%) Project Management
9 252 (19.21%) Azure
10 240 (18.29%) Retail
11 236 (17.99%) DevOps
12 227 (17.30%) Python
13 209 (15.93%) SQL
14 188 (14.33%) Microsoft
14 188 (14.33%) Analytical Skills
15 186 (14.18%) Degree
16 174 (13.26%) Stakeholder Management
17 168 (12.80%) Big Data
18 167 (12.73%) Mentoring
19 166 (12.65%) Data Modelling
20 157 (11.97%) Business Case
21 155 (11.81%) Business Analysis
22 153 (11.66%) Scrum
23 152 (11.59%) Data Governance
24 149 (11.36%) CI/CD
25 142 (10.82%) Business Strategy
25 142 (10.82%) Workshop Facilitation
26 136 (10.37%) Business Intelligence
27 135 (10.29%) Coaching
28 133 (10.14%) Java

Business Transformation
Co-occurring IT Skills 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 99 (7.55%) Apache Spark
2 60 (4.57%) Apache Pulsar
3 47 (3.58%) Apache Airflow
4 37 (2.82%) CMS
5 25 (1.91%) SAS
6 20 (1.52%) Confluence
7 15 (1.14%) SharePoint
8 10 (0.76%) Apache
8 10 (0.76%) MS Exchange
8 10 (0.76%) NetWeaver
9 5 (0.38%) WebSphere
10 2 (0.15%) Oracle SOA Suite
11 1 (0.076%) Drupal
11 1 (0.076%) IIS
11 1 (0.076%) Umbraco
Applications
1 71 (5.41%) MS Visio
2 64 (4.88%) Microsoft Excel
3 62 (4.73%) Microsoft Project
4 50 (3.81%) Microsoft PowerPoint
5 12 (0.91%) Microsoft Office
6 10 (0.76%) Sketch
7 5 (0.38%) Spreadsheet
8 3 (0.23%) InVision
Business Applications
1 27 (2.06%) Dynamics CRM
2 21 (1.60%) SAP Retail
3 18 (1.37%) SAP MDG
4 9 (0.69%) SAP S/4HANA
4 9 (0.69%) Workday HCM
5 7 (0.53%) Dynamics NAV
6 5 (0.38%) Carpe Diem
7 4 (0.30%) Shopify
7 4 (0.30%) thinkFolio
8 3 (0.23%) NetSuite
8 3 (0.23%) Oracle Financials
8 3 (0.23%) SAP GRC
8 3 (0.23%) Sparx Enterprise Architect
9 2 (0.15%) Oracle EBS
9 2 (0.15%) Oracle ERP
9 2 (0.15%) Oracle Procure-to-Pay
9 2 (0.15%) SAP ERP
10 1 (0.076%) OpenText VIM for SAP
10 1 (0.076%) Oracle EBS R12
10 1 (0.076%) Salesforce.com CRM
Cloud Services
1 273 (20.81%) AWS
2 252 (19.21%) Azure
3 125 (9.53%) GCP
4 105 (8.00%) dbt
5 71 (5.41%) Power Platform
6 51 (3.89%) Firebase
7 49 (3.73%) SaaS
8 44 (3.35%) AWS CloudFormation
9 37 (2.82%) Google Kubernetes Engine
10 34 (2.59%) Dynamics 365
11 29 (2.21%) Snowflake
12 27 (2.06%) PaaS
13 26 (1.98%) Microsoft 365
14 25 (1.91%) Azure Synapse Analytics
15 23 (1.75%) Amazon Kinesis
15 23 (1.75%) Azure Data Factory
15 23 (1.75%) Collibra
16 20 (1.52%) Amazon ECS
17 19 (1.45%) Amazon S3
17 19 (1.45%) Azure DevOps
Communications & Networking
1 28 (2.13%) Network Security
2 16 (1.22%) DHCP
2 16 (1.22%) DNS
2 16 (1.22%) VPN
3 11 (0.84%) Firewall
4 5 (0.38%) Internet
4 5 (0.38%) Intranet
4 5 (0.38%) SMS
5 1 (0.076%) Cisco IOS
5 1 (0.076%) Ethernet
5 1 (0.076%) SAN
5 1 (0.076%) TCP/IP
5 1 (0.076%) VLAN
5 1 (0.076%) WAN
Database & Business Intelligence
1 168 (12.80%) Big Data
2 116 (8.84%) NoSQL
3 73 (5.56%) Data Warehouse
4 65 (4.95%) MongoDB
5 64 (4.88%) Power BI
6 63 (4.80%) Apache Cassandra
6 63 (4.80%) Flink
6 63 (4.80%) HBase
7 52 (3.96%) SQL Server
8 43 (3.28%) Hadoop
9 41 (3.13%) Amazon Athena
9 41 (3.13%) DynamoDB
10 40 (3.05%) Tableau
11 37 (2.82%) Bigtable
11 37 (2.82%) Impala
11 37 (2.82%) Presto
11 37 (2.82%) Sqoop
12 35 (2.67%) Data Lake
13 34 (2.59%) SQLite
14 32 (2.44%) Amazon Redshift
Development Applications
1 103 (7.85%) Jenkins
1 103 (7.85%) JIRA
2 65 (4.95%) Git (software)
3 51 (3.89%) Crashlytics
4 34 (2.59%) Gradle
4 34 (2.59%) Mockito
5 31 (2.36%) TeamCity
6 25 (1.91%) JUnit
7 23 (1.75%) Atlassian Bamboo
7 23 (1.75%) Maven
7 23 (1.75%) SonarQube
8 17 (1.30%) CocoaPods
8 17 (1.30%) Xcode
9 10 (0.76%) Subversion
10 9 (0.69%) SQL Server Management Studio (SSMS)
11 7 (0.53%) Selenium
12 4 (0.30%) Cypress.io
12 4 (0.30%) Newman
12 4 (0.30%) Postman
12 4 (0.30%) Robot Framework
General
1 430 (32.77%) Social Skills
2 413 (31.48%) Finance
3 240 (18.29%) Retail
4 188 (14.33%) Analytical Skills
5 127 (9.68%) Inclusion and Diversity
6 110 (8.38%) Games
7 102 (7.77%) Influencing Skills
8 77 (5.87%) Organisational Skills
9 72 (5.49%) Marketing
10 60 (4.57%) Presentation Skills
11 52 (3.96%) Banking
12 47 (3.58%) Law
13 37 (2.82%) Public Sector
14 27 (2.06%) Police
15 26 (1.98%) Back Office
16 25 (1.91%) Legal
17 21 (1.60%) Fire and Rescue
17 21 (1.60%) Investment Banking
17 21 (1.60%) Manufacturing
18 14 (1.07%) Pharmaceutical
Job Titles
1 263 (20.05%) Analyst
2 167 (12.73%) Business Analyst
3 130 (9.91%) Consultant
4 120 (9.15%) Senior Manager
5 102 (7.77%) Architect
6 96 (7.32%) Developer
7 91 (6.94%) Project Manager
8 86 (6.55%) Product Manager
9 67 (5.11%) Senior Analyst
9 67 (5.11%) Senior Product Manager
10 50 (3.81%) Software Engineer
11 48 (3.66%) Senior Developer
12 44 (3.35%) Engineering Manager
12 44 (3.35%) Solutions Architect
13 43 (3.28%) Senior Business Analyst
14 42 (3.20%) Data Engineer
15 37 (2.82%) Big Data Manager
16 35 (2.67%) Senior Mobile Developer
17 31 (2.36%) Digital Product Manager
17 31 (2.36%) Supply Chain Manager
Libraries, Frameworks & Software Standards
1 63 (4.80%) Kafka
2 50 (3.81%) React
3 47 (3.58%) Apache NiFi
4 45 (3.43%) .NET
5 34 (2.59%) Retrofit
5 34 (2.59%) RxJava
6 31 (2.36%) RESTful
7 24 (1.83%) Node.js
7 24 (1.83%) Sass
8 22 (1.68%) Enzyme
8 22 (1.68%) Jest
8 22 (1.68%) Redux
9 19 (1.45%) HTML
10 18 (1.37%) CSS
11 17 (1.30%) AVFoundation
11 17 (1.30%) Cocoa
11 17 (1.30%) Core Animation
11 17 (1.30%) Core Data
11 17 (1.30%) UIKit
12 16 (1.22%) jQuery
Miscellaneous
1 81 (6.17%) Management Information System
2 79 (6.02%) User Experience
3 63 (4.80%) Blog
4 62 (4.73%) Data Structures
5 41 (3.13%) Mobile App
6 40 (3.05%) Hackathon
7 34 (2.59%) Self-Motivation
8 28 (2.13%) Renewable Energy
9 22 (1.68%) Cloud Native
10 20 (1.52%) Public Cloud
11 18 (1.37%) FMCG
12 17 (1.30%) Algorithms
12 17 (1.30%) Animation
12 17 (1.30%) Cyberattack
12 17 (1.30%) NHS
13 16 (1.22%) Life Science
14 15 (1.14%) Housing Association
15 14 (1.07%) Low-Code
15 14 (1.07%) PMI
16 13 (0.99%) Data Centre
Operating Systems
1 37 (2.82%) Android
2 32 (2.44%) Linux
3 27 (2.06%) Windows
4 19 (1.45%) Apple iOS
5 11 (0.84%) Windows Server
6 10 (0.76%) Amazon Linux
6 10 (0.76%) CentOS
6 10 (0.76%) Ubuntu
6 10 (0.76%) Windows Server 2012
6 10 (0.76%) Windows Server 2016
7 2 (0.15%) Unix
Processes & Methodologies
1 648 (49.39%) Agile
2 330 (25.15%) Problem-Solving
3 328 (25.00%) Analytics
4 320 (24.39%) Data Science
5 253 (19.28%) Project Management
6 236 (17.99%) DevOps
7 174 (13.26%) Stakeholder Management
8 167 (12.73%) Mentoring
9 166 (12.65%) Data Modelling
10 157 (11.97%) Business Case
11 155 (11.81%) Business Analysis
12 153 (11.66%) Scrum
13 152 (11.59%) Data Governance
14 149 (11.36%) CI/CD
15 142 (10.82%) Business Strategy
15 142 (10.82%) Workshop Facilitation
16 136 (10.37%) Business Intelligence
17 135 (10.29%) Coaching
18 131 (9.98%) Waterfall
19 125 (9.53%) Project Delivery
Programming Languages
1 227 (17.30%) Python
2 209 (15.93%) SQL
3 133 (10.14%) Java
4 74 (5.64%) Scala
5 42 (3.20%) C
5 42 (3.20%) C#
6 40 (3.05%) JavaScript
7 34 (2.59%) Kotlin
8 25 (1.91%) TypeScript
9 19 (1.45%) T-SQL
10 18 (1.37%) PowerShell
11 17 (1.30%) Apple Swift
12 16 (1.22%) MATLAB
13 10 (0.76%) Bash
14 9 (0.69%) Data Analysis Expressions (DAX)
15 7 (0.53%) R
16 5 (0.38%) ES6
16 5 (0.38%) Go
17 3 (0.23%) C++
18 2 (0.15%) LookML
Qualifications
1 186 (14.18%) Degree
2 61 (4.65%) Security Cleared
3 54 (4.12%) PRINCE2 Certification
4 44 (3.35%) SC Cleared
5 32 (2.44%) Computer Science Degree
6 28 (2.13%) Master's Degree
7 27 (2.06%) PMI Certification
8 15 (1.14%) PMP
9 10 (0.76%) TOGAF Certification
10 9 (0.69%) BPSS Clearance
11 8 (0.61%) ISTQB
11 8 (0.61%) SAP Certification
12 7 (0.53%) DV Cleared
12 7 (0.53%) Microsoft Certification
12 7 (0.53%) Numerate Degree
12 7 (0.53%) Six Sigma Green Belt
13 6 (0.46%) ITIL Certification
14 5 (0.38%) AWS Certification
14 5 (0.38%) MBA
14 5 (0.38%) PhD
Quality Assurance & Compliance
1 81 (6.17%) QA
2 72 (5.49%) PMO
3 60 (4.57%) Data Quality
4 45 (3.43%) Accessibility
5 18 (1.37%) GDPR
6 13 (0.99%) SLA
7 7 (0.53%) ISO/IEC 27001
8 6 (0.46%) Good Clinical Practice
8 6 (0.46%) GRC
9 4 (0.30%) COBIT
9 4 (0.30%) COSO
9 4 (0.30%) GxP
9 4 (0.30%) IFRS
10 3 (0.23%) GAAP
11 2 (0.15%) Cyber Essentials
12 1 (0.076%) NCSC
12 1 (0.076%) NIST
12 1 (0.076%) P3O
12 1 (0.076%) SEPA
12 1 (0.076%) Solvency II
System Software
1 50 (3.81%) Docker
2 37 (2.82%) Apache Flume
3 16 (1.22%) Active Directory
4 5 (0.38%) VMware Infrastructure
5 4 (0.30%) Hyper-V
5 4 (0.30%) Virtual Machines
6 1 (0.076%) NFS
6 1 (0.076%) Virtual Desktop
Systems Management
1 130 (9.91%) Kubernetes
2 87 (6.63%) Terraform
3 37 (2.82%) Oozie
4 35 (2.67%) Single Sign-On
5 23 (1.75%) Ansible
6 4 (0.30%) EMC NetWorker
7 2 (0.15%) Microsoft Intune
7 2 (0.15%) Prometheus
7 2 (0.15%) Puppet
7 2 (0.15%) Rancher
8 1 (0.076%) Autotask
8 1 (0.076%) FortiGate
8 1 (0.076%) Jamf Pro
8 1 (0.076%) WebSphere Cast Iron
Vendors
1 188 (14.33%) Microsoft
2 124 (9.45%) Google
3 96 (7.32%) SAP
4 58 (4.42%) IBM
5 54 (4.12%) Oracle
6 37 (2.82%) Cloudera
7 31 (2.36%) TOWER Software
8 24 (1.83%) Databricks
9 23 (1.75%) Apple
9 23 (1.75%) Teradata
10 22 (1.68%) Salesforce.com
10 22 (1.68%) ServiceNow
11 20 (1.52%) Workday
12 14 (1.07%) Palantir
13 11 (0.84%) BT
13 11 (0.84%) Virgin Media
14 10 (0.76%) Dataiku
14 10 (0.76%) Red Hat
15 9 (0.69%) Alteryx
16 8 (0.61%) MuleSoft