Machine Learning Jobs

Machine Learning (ML)
UK

The table below provides summary statistics for permanent job vacancies requiring Machine Learning skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Machine Learning over the 6 months leading up to 16 August 2025, comparing them to the same period in the previous two years.

6 months to
16 Aug 2025
Same period 2024 Same period 2023
Rank 54 63 144
Rank change year-on-year +9 +81 -81
Permanent jobs citing Machine Learning 2,738 3,013 1,812
As % of all permanent jobs advertised in the UK 4.44% 3.49% 2.45%
As % of the Processes & Methodologies category 4.99% 4.28% 2.58%
Number of salaries quoted 626 1,251 1,278
10th Percentile £45,000 £43,750 £45,751
25th Percentile £56,250 £56,250 £53,813
Median annual salary (50th Percentile) £80,000 £75,000 £72,500
Median % change year-on-year +6.67% +3.45% -3.33%
75th Percentile £104,688 £95,000 £90,000
90th Percentile £132,500 £115,000 £110,000
UK excluding London median annual salary £65,000 £62,879 £65,351
% change year-on-year +3.37% -3.78% +8.92%

All Process and Methodology Skills
UK

Machine Learning 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 54,855 70,419 70,260
As % of all permanent jobs advertised in the UK 88.94% 81.63% 95.18%
Number of salaries quoted 29,012 43,450 47,086
10th Percentile £26,968 £31,250 £33,750
25th Percentile £36,250 £41,250 £45,000
Median annual salary (50th Percentile) £55,000 £55,000 £60,085
Median % change year-on-year - -8.46% +0.14%
75th Percentile £75,000 £75,000 £80,000
90th Percentile £95,000 £95,000 £100,000
UK excluding London median annual salary £50,000 £50,000 £55,000
% change year-on-year - -9.09% +4.76%

Machine Learning
Job Vacancy Trend

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

Job vacancy trend for Machine Learning in the UK

Machine Learning
Salary Trend

3-month moving average salary quoted in jobs citing Machine Learning.

Salary trend for Machine Learning in the UK

Machine Learning
Salary Histogram

Salary distribution for jobs citing Machine Learning over the 6 months to 16 August 2025.

Salary histogram for Machine Learning in the UK

Machine Learning
Top 19 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the UK over the 6 months to 16 August 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 +46 2,548 £80,000 +6.67% 2,516
UK excluding London +6 1,780 £65,000 +3.37% 1,087
Work from Home +79 1,424 £80,000 +10.34% 1,203
London +32 807 £90,000 +5.88% 1,694
South East +56 566 £65,000 +8.33% 351
North of England +7 468 £55,000 -8.33% 261
Midlands +144 389 £65,000 +4.00% 97
North West -23 296 £57,500 -4.17% 162
East Midlands +118 225 £65,000 +1.17% 31
West Midlands +85 161 £60,000 -4.00% 65
Yorkshire +81 149 £49,000 -24.83% 84
Scotland -48 132 £70,000 +0.72% 88
East of England +27 116 £55,000 -26.67% 156
South West -10 94 £60,000 -5.92% 87
North East +17 23 £47,500 -36.67% 20
Wales +10 11 £67,750 +0.37% 34
Northern Ireland +26 6 £85,000 -15.00% 27
Channel Islands 0 4 £80,000 +31.15%
Isle of Man +7 1 - -

Machine Learning
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
1 140 (5.11%) Apache Spark
2 46 (1.68%) Apache Airflow
3 35 (1.28%) Apache
4 24 (0.88%) SharePoint
5 11 (0.40%) SAS
6 10 (0.37%) Oracle Workflow
7 8 (0.29%) Camunda
8 6 (0.22%) ArcGIS
9 5 (0.18%) Confluence
9 5 (0.18%) Microsoft Exchange
10 4 (0.15%) Tomcat
11 2 (0.073%) CMS
11 2 (0.073%) Luigi
11 2 (0.073%) Skype for Business
12 1 (0.037%) Apache Superset
12 1 (0.037%) Jupyter
12 1 (0.037%) nginx
Applications
1 20 (0.73%) Chatbot
2 16 (0.58%) Microsoft Excel
3 10 (0.37%) Microsoft Office
4 6 (0.22%) Adobe XD
4 6 (0.22%) Blender
4 6 (0.22%) Sketch
5 5 (0.18%) Adobe Creative Suite
5 5 (0.18%) CINEMA 4D
5 5 (0.18%) Maya
5 5 (0.18%) Microsoft PowerPoint
6 2 (0.073%) Simulink
6 2 (0.073%) S-PLUS
7 1 (0.037%) 3ds Max
7 1 (0.037%) MS Visio
7 1 (0.037%) Spreadsheet
7 1 (0.037%) SPSS
7 1 (0.037%) SPSS Modeler
Business Applications
1 16 (0.58%) SAP S/4HANA
2 7 (0.26%) Adaptiv
2 7 (0.26%) Dynamics CRM
3 4 (0.15%) Remedy ITSM
3 4 (0.15%) Salesforce CRM
3 4 (0.15%) SAP SCM
4 3 (0.11%) Oracle EBS
4 3 (0.11%) Oracle ERP
4 3 (0.11%) SAP LE
4 3 (0.11%) SAP MM
5 2 (0.073%) Elite 3E
5 2 (0.073%) SAP IBP
6 1 (0.037%) FIS Private Capital Suite
6 1 (0.037%) SAP APO
6 1 (0.037%) SAP EWM
6 1 (0.037%) SAP PP
6 1 (0.037%) SAP QM
6 1 (0.037%) SAP SD
6 1 (0.037%) Shopify
6 1 (0.037%) TrackWise
Cloud Services
1 896 (32.72%) AWS
2 854 (31.19%) Azure
3 602 (21.99%) GCP
4 284 (10.37%) Serverless
5 251 (9.17%) AWS Lambda
6 126 (4.60%) Power Platform
7 71 (2.59%) Vertex AI
8 57 (2.08%) Amazon S3
9 56 (2.05%) Amazon EKS
10 53 (1.94%) Azure Data Factory
11 52 (1.90%) Azure Machine Learning
12 51 (1.86%) SaaS
13 48 (1.75%) Azure Synapse Analytics
14 44 (1.61%) Amazon Bedrock
15 43 (1.57%) Amazon SageMaker
15 43 (1.57%) GitHub
16 42 (1.53%) Azure AI
17 33 (1.21%) Snowflake
18 32 (1.17%) Azure DevOps
19 28 (1.02%) Amazon ECS
Communications & Networking
1 324 (11.83%) Broadband
2 12 (0.44%) VPN
3 8 (0.29%) Firewall
4 7 (0.26%) SAN
5 5 (0.18%) HTTP
5 5 (0.18%) Internet
5 5 (0.18%) WAN
6 4 (0.15%) DHCP
6 4 (0.15%) DNS
6 4 (0.15%) LoRaWAN
6 4 (0.15%) NAS
6 4 (0.15%) TCP/IP
7 3 (0.11%) PuTTY
7 3 (0.11%) SD-WAN
7 3 (0.11%) VLAN
8 2 (0.073%) MQTT
8 2 (0.073%) Network Security
8 2 (0.073%) Skype
9 1 (0.037%) UWB
9 1 (0.037%) Wideband
Database & Business Intelligence
1 178 (6.50%) Metadata
2 152 (5.55%) Tableau
3 121 (4.42%) Power BI
4 112 (4.09%) Big Data
5 111 (4.05%) NoSQL
6 110 (4.02%) Data Warehouse
7 93 (3.40%) Data Lake
8 55 (2.01%) Hadoop
9 47 (1.72%) SQL Server
10 45 (1.64%) Data Mining
10 45 (1.64%) PostgreSQL
11 42 (1.53%) Amazon Redshift
11 42 (1.53%) Relational Database
12 38 (1.39%) DynamoDB
13 33 (1.21%) MySQL
14 29 (1.06%) MongoDB
15 24 (0.88%) Delta Lake
15 24 (0.88%) Spark SQL
16 20 (0.73%) Elasticsearch
17 18 (0.66%) BigQuery
Development Applications
1 83 (3.03%) Git
2 40 (1.46%) MLflow
3 39 (1.42%) Jenkins
4 25 (0.91%) JIRA
5 24 (0.88%) GitLab
6 18 (0.66%) Vite
7 17 (0.62%) SonarQube
8 16 (0.58%) Sonatype Nexus
9 15 (0.55%) JUnit
10 13 (0.47%) Selenium
11 10 (0.37%) Maven
12 7 (0.26%) Locust
12 7 (0.26%) Spinnaker
13 6 (0.22%) ER Studio
14 5 (0.18%) Gradle
15 4 (0.15%) rollup.js
16 3 (0.11%) CircleCI
16 3 (0.11%) Cypress.io
16 3 (0.11%) RStudio
16 3 (0.11%) TestRail
General
1 838 (30.61%) Retail
2 790 (28.85%) Manufacturing
3 595 (21.73%) Social Skills
4 571 (20.85%) Analytical Skills
5 544 (19.87%) Finance
6 521 (19.03%) Law
7 484 (17.68%) Inclusion and Diversity
8 209 (7.63%) Marketing
9 196 (7.16%) Dutch Language
9 196 (7.16%) Finnish Language
9 196 (7.16%) Norwegian Language
10 188 (6.87%) Banking
11 148 (5.41%) Games
12 94 (3.43%) Legal
13 55 (2.01%) Public Sector
14 49 (1.79%) Catalan Language
15 44 (1.61%) Influencing Skills
16 39 (1.42%) Investment Banking
17 23 (0.84%) Telecoms
18 22 (0.80%) Financial Institution
Job Titles
1 765 (27.94%) Senior
2 743 (27.14%) Trainer
3 470 (17.17%) Software Engineer
4 290 (10.59%) Lead
5 256 (9.35%) Machine Learning Engineer
6 232 (8.47%) Senior Software Engineer
7 114 (4.16%) Data Scientist
8 109 (3.98%) Incident Manager
9 104 (3.80%) Developer
10 102 (3.73%) Architect
11 93 (3.40%) Java Engineer
12 90 (3.29%) Java Software Engineer
13 86 (3.14%) Data Engineer
14 85 (3.10%) Python Engineer
15 83 (3.03%) Lead Software Engineer
16 56 (2.05%) Consultant
17 53 (1.94%) Analyst
17 53 (1.94%) Python Software Engineer
18 42 (1.53%) Senior Data Scientist
19 41 (1.50%) Data Architect
Libraries, Frameworks & Software Standards
1 227 (8.29%) .NET
2 219 (8.00%) Node.js
3 138 (5.04%) PyTorch
4 137 (5.00%) TensorFlow
5 111 (4.05%) React
6 110 (4.02%) Kafka
7 100 (3.65%) scikit-learn
8 94 (3.43%) Spring
9 92 (3.36%) HTML
10 80 (2.92%) REST
11 71 (2.59%) Pandas
12 64 (2.34%) PySpark
13 61 (2.23%) NumPy
14 54 (1.97%) LangChain
15 50 (1.83%) RESTful
16 48 (1.75%) CSS
17 44 (1.61%) Keras
18 42 (1.53%) Spring Boot
19 41 (1.50%) Hugging Face
20 40 (1.46%) AngularJS
Miscellaneous
1 761 (27.79%) Robotics
2 409 (14.94%) Self-Motivation
3 246 (8.98%) Algorithms
4 200 (7.30%) Linux Command Line
5 178 (6.50%) Cyberattack
6 140 (5.11%) Cloud Native
7 109 (3.98%) Over-the-Top Content
8 75 (2.74%) Product Ownership
9 56 (2.05%) Management Information System
10 49 (1.79%) Distributed Systems
11 45 (1.64%) Analytical Mindset
12 44 (1.61%) FMCG
13 41 (1.50%) Legacy Systems
14 37 (1.35%) AI Agents
15 26 (0.95%) Credit Risk
16 24 (0.88%) Public Cloud
17 23 (0.84%) Enterprise Software
17 23 (0.84%) Onboarding
18 21 (0.77%) Data Structures
19 19 (0.69%) Mobile App
Operating Systems
1 220 (8.04%) Linux
2 36 (1.31%) Windows
3 32 (1.17%) Unix
4 16 (0.58%) Windows Server
5 12 (0.44%) Apple iOS
6 9 (0.33%) Android
7 5 (0.18%) Mac OS X
8 4 (0.15%) Ubuntu
8 4 (0.15%) Windows Server 2019
9 3 (0.11%) Debian
9 3 (0.11%) Embedded Linux
9 3 (0.11%) VMS
10 2 (0.073%) CentOS
10 2 (0.073%) Red Hat Enterprise Linux
10 2 (0.073%) Windows Server 2003
11 1 (0.037%) Robot Operating System
Processes & Methodologies
1 1,966 (71.80%) Artificial Intelligence
2 1,455 (53.14%) Problem-Solving
3 963 (35.17%) Generative AI
4 957 (34.95%) LLM
5 953 (34.81%) Agile
6 767 (28.01%) Data Science
7 735 (26.84%) Red Team
8 648 (23.67%) Data Privacy
9 622 (22.72%) CI/CD
10 570 (20.82%) Software Engineering
11 548 (20.01%) Mentoring
12 529 (19.32%) Analytics
13 429 (15.67%) Data Engineering
14 302 (11.03%) Computer Science
15 298 (10.88%) Continuous Improvement
16 282 (10.30%) DevOps
17 277 (10.12%) User Experience
18 272 (9.93%) Visualisation
19 264 (9.64%) Roadmaps
20 256 (9.35%) Decision-Making
Programming Languages
1 1,105 (40.36%) Python
2 459 (16.76%) Java
3 432 (15.78%) SQL
4 330 (12.05%) TypeScript
5 313 (11.43%) JavaScript
6 293 (10.70%) C++
7 235 (8.58%) Rust
8 201 (7.34%) Go
9 115 (4.20%) C#
10 114 (4.16%) R
11 70 (2.56%) C
12 65 (2.37%) MATLAB
13 60 (2.19%) PHP
14 50 (1.83%) Scala
15 49 (1.79%) Dart
15 49 (1.79%) Ruby
16 35 (1.28%) Bash
17 26 (0.95%) PowerShell
18 21 (0.77%) Data Analysis Expressions
19 19 (0.69%) Bicep
Qualifications
1 1,390 (50.77%) Degree
2 314 (11.47%) PhD
3 261 (9.53%) Security Cleared
4 214 (7.82%) AWS Certification
5 212 (7.74%) DV Cleared
6 194 (7.09%) AWS Certified Solutions Architect
7 184 (6.72%) AWS Certified Developer
8 183 (6.68%) Computer Science Degree
9 140 (5.11%) Master's Degree
10 45 (1.64%) SC Cleared
11 34 (1.24%) Azure Certification
12 20 (0.73%) PMI Certification
12 20 (0.73%) PMP
13 13 (0.47%) CFA
13 13 (0.47%) Numerate Degree
13 13 (0.47%) Postgraduate
14 10 (0.37%) TOGAF Certification
15 9 (0.33%) DBS Check
16 8 (0.29%) Microsoft Certification
17 7 (0.26%) ITIL Certification
Quality Assurance & Compliance
1 117 (4.27%) Data Quality
2 62 (2.26%) GDPR
3 53 (1.94%) Accessibility
4 41 (1.50%) QA
5 22 (0.80%) California Consumer Privacy Act
6 21 (0.77%) ISO/IEC 27001
7 10 (0.37%) Actionable Recommendations
8 8 (0.29%) NIST
8 8 (0.29%) SLA
9 7 (0.26%) SOC 2
10 6 (0.22%) IFRS
10 6 (0.22%) IFRS 9
11 5 (0.18%) GxP
12 4 (0.15%) Cyber Essentials
12 4 (0.15%) Cyber Essentials PLUS
12 4 (0.15%) Sarbanes-Oxley
12 4 (0.15%) WCAG
13 3 (0.11%) HL7
14 2 (0.073%) CDISC
14 2 (0.073%) HIPAA
System Software
1 177 (6.46%) Docker
2 13 (0.47%) VMware Infrastructure
3 12 (0.44%) Active Directory
4 11 (0.40%) HDFS
5 7 (0.26%) Hyper-V
5 7 (0.26%) VMware ESXi
6 4 (0.15%) Apache Flume
6 4 (0.15%) Virtual Machines
7 3 (0.11%) LXC
8 2 (0.073%) Virtual Desktop
9 1 (0.037%) Firmware
Systems Management
1 192 (7.01%) Kubernetes
2 138 (5.04%) Terraform
3 42 (1.53%) Ansible
4 35 (1.28%) Grafana
5 31 (1.13%) Kubeflow
6 29 (1.06%) Prometheus
7 5 (0.18%) Jamf Pro
8 4 (0.15%) Argo
8 4 (0.15%) ITRS Geneos
8 4 (0.15%) Kibana
8 4 (0.15%) logstash
8 4 (0.15%) Microsoft Intune
8 4 (0.15%) Netcool
8 4 (0.15%) Netcool/OMNIbus
8 4 (0.15%) Oozie
8 4 (0.15%) Progress Chef
8 4 (0.15%) Puppet
8 4 (0.15%) SCOM
8 4 (0.15%) Single Sign-On
8 4 (0.15%) Tivoli
Vendors
1 909 (33.20%) Databricks
2 889 (32.47%) Google
3 748 (27.32%) Adobe
4 163 (5.95%) Microsoft
5 139 (5.08%) ServiceNow
6 96 (3.51%) OpenAI
7 53 (1.94%) Oracle
8 47 (1.72%) SAP
9 33 (1.21%) Splunk
10 24 (0.88%) Foundry
11 20 (0.73%) Salesforce
12 19 (0.69%) Dynatrace
13 16 (0.58%) Murex
14 13 (0.47%) VMware
15 12 (0.44%) Dell
15 12 (0.44%) Palantir
16 11 (0.40%) Workday
17 10 (0.37%) NVIDIA
18 9 (0.33%) Alteryx
18 9 (0.33%) MuleSoft