Period
to

The following table provides summary statistics for permanent job vacancies with a requirement for Commercialisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Commercialisation over the 6 months to 7 August 2022 with a comparison to the same period in the previous 2 years.

Commercialization
UK
6 months to
7 Aug 2022
Same period 2021 Same period 2020
Rank 335 771 758
Rank change year-on-year +436 -13 +279
Permanent jobs citing Commercialisation 1,859 246 39
As % of all permanent jobs advertised in the UK 1.08% 0.21% 0.060%
As % of the Processes & Methodologies category 1.13% 0.23% 0.064%
Number of salaries quoted 80 57 27
10th Percentile £43,975 £42,000 £40,000
25th Percentile £50,000 £47,500 £46,875
Median annual salary (50th Percentile) £65,000 £57,500 £70,000
Median % change year-on-year +13.04% -17.86% +27.27%
75th Percentile £77,813 £72,500 £77,500
90th Percentile £92,800 £90,500 £79,500
UK excluding London median annual salary £60,000 £52,500 £65,000
% change year-on-year +14.29% -19.23% +25.73%

Commercialisation 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 164,144 107,794 60,611
As % of all permanent IT jobs advertised in the UK 95.76% 94.08% 93.05%
Number of salaries quoted 84,270 73,242 49,145
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%

Commercialisation
Job Vacancy Trend

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

Job vacancy trend for Commercialisation in the UK

Commercialisation
Salary Trend

3-month moving average salary quoted in jobs citing Commercialisation.

Salary trend for Commercialisation in the UK

Commercialisation
Salary Histogram

Salary distribution for jobs citing Commercialisation over the 6 months to 7 August 2022.

Salary histogram for Commercialisation in the UK

Commercialisation
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Commercialisation within the UK over the 6 months to 7 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 +468 1,783 £65,000 +13.04% 27
UK excluding London +397 1,210 £60,000 +14.29% 18
South East +287 558 £65,000 +15.56% 3
London +161 512 £85,000 +7.94% 7
East of England +109 387 £70,000 - 5
Work from Home -38 292 £65,000 +13.04% 7
South West +54 116 £60,000 +20.00% 3
North of England +29 103 £50,000 +11.11% 4
North West +16 83 £50,000 +11.11% 2
Midlands +4 61 £46,000 -23.33% 2
West Midlands - 44 £46,000 - 1
East Midlands -7 17 - - 1
Yorkshire -27 15 £54,975 +22.17% 2
North East - 5 - -
Northern Ireland - 4 - -
Scotland -43 3 - - 1
Wales -18 2 £28,500 -48.18%

For the 6 months to 7 August 2022, IT jobs citing Commercialisation 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 Commercialisation.

1 1,424 (76.60%) Risk Management
2 1,338 (71.97%) Agile
3 1,008 (54.22%) Degree
4 925 (49.76%) Social Skills
5 721 (38.78%) DevOps
6 717 (38.57%) Computer Science
7 690 (37.12%) AWS
8 685 (36.85%) Software Engineering
9 646 (34.75%) Python
10 608 (32.71%) Legal
11 581 (31.25%) User Experience
12 555 (29.85%) Analytics
13 477 (25.66%) Data Science
14 475 (25.55%) Azure
15 472 (25.39%) CI/CD
16 471 (25.34%) Serverless
16 471 (25.34%) Java
17 407 (21.89%) Algorithms
18 399 (21.46%) Platform Engineering
18 399 (21.46%) C#
19 388 (20.87%) JavaScript
20 373 (20.06%) AngularJS
21 366 (19.69%) Mentoring
22 364 (19.58%) Continuous Integration
23 352 (18.93%) Artificial Intelligence
23 352 (18.93%) Data Engineering
24 343 (18.45%) Data Structures
25 320 (17.21%) TDD
26 318 (17.11%) HTML
27 313 (16.84%) Jenkins

Commercialisation
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 86 (4.63%) Apache Spark
2 55 (2.96%) SharePoint
3 26 (1.40%) SAS
4 15 (0.81%) ArcGIS
5 8 (0.43%) CMS
5 8 (0.43%) Confluence
6 2 (0.11%) MS Exchange
6 2 (0.11%) NetWeaver
6 2 (0.11%) OpenStack
7 1 (0.054%) Apache
7 1 (0.054%) Jupyter
Applications
1 42 (2.26%) InVision
2 38 (2.04%) Sketch
3 19 (1.02%) Adobe XD
3 19 (1.02%) Microsoft Excel
4 18 (0.97%) Zeplin
5 16 (0.86%) Microsoft Office
6 8 (0.43%) Microsoft PowerPoint
7 4 (0.22%) SPSS
8 2 (0.11%) Microsoft Project
9 1 (0.054%) Adobe Creative Suite
9 1 (0.054%) Photoshop
Business Applications
1 21 (1.13%) Magento
2 13 (0.70%) Salesforce.com CRM
2 13 (0.70%) SAP MDG
3 10 (0.54%) SAP ERP
3 10 (0.54%) SAP S/4HANA
4 2 (0.11%) SAP GRC
5 1 (0.054%) Oracle EBS R12
5 1 (0.054%) Oracle ERP
5 1 (0.054%) Oracle SCM
5 1 (0.054%) SAP CO
5 1 (0.054%) SAP FI
5 1 (0.054%) SAP FI/CO
Cloud Services
1 690 (37.12%) AWS
2 475 (25.55%) Azure
3 471 (25.34%) Serverless
4 221 (11.89%) GCP
5 183 (9.84%) GitHub
6 180 (9.68%) Azure DevOps
7 164 (8.82%) OpenShift
8 119 (6.40%) Power Platform
9 102 (5.49%) Azure Data Factory
10 92 (4.95%) AWS Lambda
11 83 (4.46%) Azure AKS
11 83 (4.46%) Azure Monitor
12 72 (3.87%) Azure Functions
12 72 (3.87%) Virtual Private Cloud
13 63 (3.39%) Azure Machine Learning
14 61 (3.28%) GitHub Actions
15 52 (2.80%) SaaS
16 48 (2.58%) Azure Event Grid
16 48 (2.58%) Azure Service Bus
16 48 (2.58%) Azure Synapse Analytics
Communications & Networking
1 76 (4.09%) Kerberos
2 44 (2.37%) Wireshark
3 30 (1.61%) HTTP
4 28 (1.51%) Internet
5 17 (0.91%) Firewall
6 16 (0.86%) Wireless
7 14 (0.75%) Cisco IPT
8 12 (0.65%) LAN
8 12 (0.65%) WAN
9 11 (0.59%) SD-WAN
9 11 (0.59%) WLAN
10 6 (0.32%) Network Security
11 2 (0.11%) DHCP
11 2 (0.11%) DNS
11 2 (0.11%) InfiniBand
11 2 (0.11%) SAN
11 2 (0.11%) TCP/IP
Database & Business Intelligence
1 190 (10.22%) Big Data
2 119 (6.40%) Amazon RDS
3 84 (4.52%) Apache Hive
3 84 (4.52%) Hadoop
4 75 (4.03%) Data Lake
5 60 (3.23%) Power BI
6 45 (2.42%) SQL Server
7 44 (2.37%) Amazon Athena
8 31 (1.67%) PostgreSQL
9 30 (1.61%) Data Mining
10 23 (1.24%) NoSQL
11 20 (1.08%) MongoDB
12 19 (1.02%) Apache Cassandra
12 19 (1.02%) HDInsight
12 19 (1.02%) SQL Server Integration Services
13 17 (0.91%) Redis
14 16 (0.86%) Elasticsearch
15 15 (0.81%) Geospatial Data
15 15 (0.81%) MySQL
16 13 (0.70%) Data Warehouse
Development Applications
1 313 (16.84%) Jenkins
2 217 (11.67%) JIRA
3 168 (9.04%) Git (software)
4 77 (4.14%) Maven
5 26 (1.40%) Cucumber
6 19 (1.02%) Axure RP
7 13 (0.70%) Xcode
8 9 (0.48%) Snakemake
9 8 (0.43%) Android Studio
9 8 (0.43%) Charles Proxy
9 8 (0.43%) Postman
10 7 (0.38%) Rational Performance Tester
11 2 (0.11%) CircleCI
12 1 (0.054%) JUnit
General
1 925 (49.76%) Social Skills
2 608 (32.71%) Legal
3 217 (11.67%) Analytical Skills
4 193 (10.38%) Finance
5 166 (8.93%) Pharmaceutical
6 143 (7.69%) Manufacturing
7 118 (6.35%) Marketing
8 106 (5.70%) Influencing Skills
9 95 (5.11%) Presentation Skills
10 42 (2.26%) Electronics
11 41 (2.21%) Front Office
12 39 (2.10%) Law
13 35 (1.88%) Retail
14 24 (1.29%) Wearables
15 22 (1.18%) Automotive
16 21 (1.13%) Publishing
17 20 (1.08%) Aviation
18 16 (0.86%) Banking
19 13 (0.70%) Organisational Skills
19 13 (0.70%) Spanish Language
Job Titles
1 265 (14.25%) Software Engineer
2 217 (11.67%) Developer
3 186 (10.01%) Data Manager
4 170 (9.14%) Analyst
5 154 (8.28%) Principal Engineer
6 144 (7.75%) Architect
7 118 (6.35%) Senior Software Engineer
8 102 (5.49%) Principal Software Engineer
9 100 (5.38%) Data Engineer
10 97 (5.22%) Solutions Architect
11 80 (4.30%) Senior Analyst
11 80 (4.30%) Senior Developer
12 76 (4.09%) Analyst Developer
13 68 (3.66%) Security Engineer
14 60 (3.23%) Data Analyst
15 54 (2.90%) Designer
16 52 (2.80%) .NET Software Engineer
16 52 (2.80%) Cloud Engineer
16 52 (2.80%) Senior .NET Software Engineer
17 50 (2.69%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 373 (20.06%) AngularJS
2 318 (17.11%) HTML
3 305 (16.41%) React
4 269 (14.47%) CSS
5 245 (13.18%) HTML5
6 210 (11.30%) Vue.js
7 197 (10.60%) CSS3
7 197 (10.60%) WinForms
7 197 (10.60%) WPF
8 196 (10.54%) Node.js
9 156 (8.39%) Velocity
10 152 (8.18%) .NET
11 150 (8.07%) REST
12 118 (6.35%) RESTful
13 104 (5.59%) Spring Boot
14 77 (4.14%) Web Services
15 76 (4.09%) JavaFX
15 76 (4.09%) Swing
16 53 (2.85%) .NET Framework
17 52 (2.80%) JSON
Miscellaneous
1 581 (31.25%) User Experience
2 407 (21.89%) Algorithms
3 343 (18.45%) Data Structures
4 135 (7.26%) Renewable Energy
5 129 (6.94%) Self-Motivation
6 115 (6.19%) Management Information System
7 111 (5.97%) Mobile App
8 101 (5.43%) Cloud Native
9 78 (4.20%) Social Media
10 69 (3.71%) Robotics
11 64 (3.44%) IoT
12 61 (3.28%) Blog
12 61 (3.28%) Virtual Team
13 54 (2.90%) Hackathon
14 51 (2.74%) Enterprise Software
14 51 (2.74%) Life Science
15 44 (2.37%) Linux Command Line
16 27 (1.45%) Animation
17 13 (0.70%) Public Cloud
18 11 (0.59%) Blockchain
Operating Systems
1 88 (4.73%) Linux
2 56 (3.01%) Windows
3 47 (2.53%) Android
4 44 (2.37%) Unix
5 35 (1.88%) Apple iOS
6 8 (0.43%) CentOS
7 3 (0.16%) Mac OS
8 2 (0.11%) Mac OS X
9 1 (0.054%) Windows 10
Processes & Methodologies
1 1,424 (76.60%) Risk Management
2 1,338 (71.97%) Agile
3 721 (38.78%) DevOps
4 717 (38.57%) Computer Science
5 685 (36.85%) Software Engineering
6 555 (29.85%) Analytics
7 477 (25.66%) Data Science
8 472 (25.39%) CI/CD
9 399 (21.46%) Platform Engineering
10 366 (19.69%) Mentoring
11 364 (19.58%) Continuous Integration
12 352 (18.93%) Artificial Intelligence
12 352 (18.93%) Data Engineering
13 320 (17.21%) TDD
14 313 (16.84%) UX Design
15 311 (16.73%) Full Stack Development
16 295 (15.87%) Mathematics
17 292 (15.71%) Workflow
18 290 (15.60%) Design Thinking
19 285 (15.33%) Problem-Solving
Programming Languages
1 646 (34.75%) Python
2 471 (25.34%) Java
3 399 (21.46%) C#
4 388 (20.87%) JavaScript
5 284 (15.28%) C
6 261 (14.04%) SQL
7 230 (12.37%) C++
8 197 (10.60%) Objective-C
9 167 (8.98%) PowerShell
10 128 (6.89%) R
11 109 (5.86%) Bash
12 93 (5.00%) TypeScript
13 82 (4.41%) Ruby
14 59 (3.17%) Scala
15 38 (2.04%) Shell Script
16 35 (1.88%) VBA
17 33 (1.78%) ES6
18 28 (1.51%) Perl
19 23 (1.24%) MATLAB
20 18 (0.97%) Kotlin
Qualifications
1 1,008 (54.22%) Degree
2 309 (16.62%) Computer Science Degree
3 70 (3.77%) Numerate Degree
4 69 (3.71%) Microsoft Certification
4 69 (3.71%) TOGAF Certification
5 43 (2.31%) PhD
6 40 (2.15%) PMI Certification
7 30 (1.61%) Cisco Certification
8 28 (1.51%) Master's Degree
9 25 (1.34%) Postgraduate
10 21 (1.13%) CISSP
11 20 (1.08%) (ISC)2 CCSP
11 20 (1.08%) PgMP
11 20 (1.08%) PMP
12 10 (0.54%) CCNA
12 10 (0.54%) CEH
12 10 (0.54%) GCIA
12 10 (0.54%) GCIH
13 7 (0.38%) HND
13 7 (0.38%) Security Cleared
Quality Assurance & Compliance
1 231 (12.43%) Accessibility
2 44 (2.37%) QA
3 28 (1.51%) GDPR
4 12 (0.65%) CDISC
5 10 (0.54%) GxP
6 9 (0.48%) Data Quality
7 7 (0.38%) Sarbanes-Oxley
8 3 (0.16%) PMO
9 2 (0.11%) GRC
9 2 (0.11%) SLA
System Software
1 181 (9.74%) Docker
2 13 (0.70%) Active Directory
3 9 (0.48%) VMware Infrastructure
4 5 (0.27%) Firmware
5 2 (0.11%) Slurm Workload Manager
Systems Management
1 153 (8.23%) Kubernetes
2 121 (6.51%) Ansible
3 31 (1.67%) Terraform
4 13 (0.70%) Grafana
4 13 (0.70%) Prometheus
5 10 (0.54%) Computer Emergency Response Teams
6 9 (0.48%) Bugsnag
7 7 (0.38%) Rundeck
8 6 (0.32%) Puppet
8 6 (0.32%) WMI
Vendors
1 163 (8.77%) Microsoft
2 151 (8.12%) MuleSoft
2 151 (8.12%) Salesforce.com
3 102 (5.49%) Databricks
4 96 (5.16%) Facebook
5 60 (3.23%) Google
6 46 (2.47%) Palantir
7 41 (2.21%) Adobe
8 31 (1.67%) Oracle
9 28 (1.51%) AppDynamics
9 28 (1.51%) Dataiku
9 28 (1.51%) Red Hat
9 28 (1.51%) Refinitiv
9 28 (1.51%) Reuters
9 28 (1.51%) Splunk
10 27 (1.45%) Foundry
11 21 (1.13%) ServiceNow
12 20 (1.08%) BEA
13 19 (1.02%) SAP
14 15 (0.81%) Cognizant