Machine Learning Jobs with Work from Home Options

Machine Learning (ML)
UK > Work from Home

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 6 months to 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 104 101 65
Rank change year-on-year -3 -36 +22
Permanent jobs citing Machine Learning 964 1,230 3,913
As % of all permanent jobs with a WFH option 2.77% 3.20% 5.27%
As % of the Processes & Methodologies category 3.08% 3.33% 5.42%
Number of salaries quoted 760 722 1,335
10th Percentile £43,750 £45,000 £45,000
25th Percentile £46,250 £53,375 £55,000
Median annual salary (50th Percentile) £67,000 £69,447 £75,000
Median % change year-on-year -3.52% -7.40% +25.00%
75th Percentile £87,500 £87,500 £90,000
90th Percentile £101,250 £115,000 £112,500
UK median annual salary £70,000 £70,000 £75,000
% change year-on-year - -6.67% +15.38%

All Process and Methodology Skills
Work from Home

Machine Learning 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 WFH option and a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 31,322 36,922 72,167
As % of all permanent jobs with a WFH option 90.16% 96.00% 97.15%
Number of salaries quoted 23,561 26,118 41,820
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,250
Median annual salary (50th Percentile) £57,500 £62,500 £60,000
Median % change year-on-year -8.00% +4.17% +9.09%
75th Percentile £75,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £60,800 £60,000
% change year-on-year -9.54% +1.33% +9.09%

Machine Learning
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Machine Learning as a proportion of all IT jobs advertised.

Machine Learning trend for jobs with a WFH option

Machine Learning
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Machine Learning.

Machine Learning salary trend for jobs with a WFH option

Machine Learning
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Machine Learning over the 6 months to 1 June 2024.

Machine Learning salary histogram for jobs with a WFH option

Machine Learning
Co-occurring Skills and Capabilities with WFH Options 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 34 (3.53%) Apache Spark
2 26 (2.70%) Apache
3 14 (1.45%) Apache Airflow
4 9 (0.93%) Confluence
5 7 (0.73%) SAS
6 6 (0.62%) nginx
6 6 (0.62%) SharePoint
7 5 (0.52%) Luigi
8 3 (0.31%) Jupyter
8 3 (0.31%) Microsoft Exchange
8 3 (0.31%) WordPress
9 2 (0.21%) ArcGIS
9 2 (0.21%) CMS
10 1 (0.10%) Alfresco
10 1 (0.10%) Documentum
10 1 (0.10%) FileNet
10 1 (0.10%) IIS
Applications
1 53 (5.50%) Simulink
2 8 (0.83%) Chatbot
3 5 (0.52%) Microsoft Project
4 4 (0.41%) Microsoft Excel
4 4 (0.41%) Stateflow
5 3 (0.31%) MS Visio
6 2 (0.21%) SPSS
7 1 (0.10%) Blender
7 1 (0.10%) Microsoft Office
Business Applications
1 5 (0.52%) Siebel CRM
2 3 (0.31%) Sparx Enterprise Architect
3 1 (0.10%) Data Workbench
3 1 (0.10%) Salesforce CRM
3 1 (0.10%) SAP S/4HANA
Cloud Services
1 360 (37.34%) Azure
2 207 (21.47%) AWS
3 202 (20.95%) Power Platform
4 92 (9.54%) GCP
5 61 (6.33%) Snowflake
6 60 (6.22%) Matillion
7 54 (5.60%) Azure Data Factory
8 52 (5.39%) SaaS
9 49 (5.08%) Azure DevOps
9 49 (5.08%) Cloud Computing
10 48 (4.98%) Serverless
11 44 (4.56%) Azure Synapse Analytics
12 41 (4.25%) Azure Cosmos DB
13 32 (3.32%) Azure Machine Learning
14 21 (2.18%) Amazon EKS
14 21 (2.18%) Power Automate
14 21 (2.18%) PowerApps
15 20 (2.07%) AWS Lambda
16 19 (1.97%) GitHub
17 17 (1.76%) Azure App Service
Communications & Networking
1 30 (3.11%) DNS
2 26 (2.70%) HTTP
3 14 (1.45%) Firewall
4 11 (1.14%) TCP/IP
5 9 (0.93%) Network Security
6 8 (0.83%) LAN
6 8 (0.83%) VPN
6 8 (0.83%) WAN
6 8 (0.83%) WLAN
7 7 (0.73%) MQTT
8 6 (0.62%) DHCP
8 6 (0.62%) OpenVPN
9 3 (0.31%) GPRS
9 3 (0.31%) Internet
9 3 (0.31%) SAN
10 2 (0.21%) Ethernet
10 2 (0.21%) Wireless
11 1 (0.10%) Software-Defined Radio
Database & Business Intelligence
1 193 (20.02%) Power BI
2 168 (17.43%) SQL Server
3 160 (16.60%) Data Warehouse
4 106 (11.00%) Data Lake
5 84 (8.71%) SQL Server Integration Services
6 67 (6.95%) Tableau
7 56 (5.81%) NoSQL
8 51 (5.29%) Big Data
9 41 (4.25%) Relational Database
10 39 (4.05%) Elasticsearch
11 35 (3.63%) Star Schema
12 21 (2.18%) PostgreSQL
13 18 (1.87%) BigQuery
13 18 (1.87%) Metadata
14 17 (1.76%) MySQL
15 13 (1.35%) GIS
16 12 (1.24%) Azure SQL Database
17 11 (1.14%) Looker
17 11 (1.14%) Redis
18 9 (0.93%) Power Query
Development Applications
1 112 (11.62%) Git
2 38 (3.94%) GitLab
3 19 (1.97%) Vagrant
4 17 (1.76%) MLflow
5 16 (1.66%) JIRA
6 15 (1.56%) Jenkins
7 6 (0.62%) TeamCity
8 5 (0.52%) CircleCI
9 4 (0.41%) Bitbucket
9 4 (0.41%) Snakemake
9 4 (0.41%) SonarQube
10 2 (0.21%) JUnit
10 2 (0.21%) Oracle Forms
10 2 (0.21%) Visual Studio
11 1 (0.10%) Atlassian Bamboo
11 1 (0.10%) Mercurial
11 1 (0.10%) Spinnaker
General
1 374 (38.80%) Social Skills
2 294 (30.50%) Finance
3 159 (16.49%) Retail
4 154 (15.98%) Public Sector
5 103 (10.68%) Analytical Skills
6 86 (8.92%) Inclusion and Diversity
7 53 (5.50%) Banking
8 48 (4.98%) Marketing
9 31 (3.22%) Front Office
10 24 (2.49%) Games
10 24 (2.49%) Legal
11 22 (2.28%) Law
11 22 (2.28%) Manufacturing
12 17 (1.76%) Presentation Skills
13 12 (1.24%) Advertising
13 12 (1.24%) Tech for Good
14 11 (1.14%) Financial Institution
15 9 (0.93%) Back Office
15 9 (0.93%) Electronics
15 9 (0.93%) Telecoms
Job Titles
1 210 (21.78%) Senior
2 122 (12.66%) Data Engineer
2 122 (12.66%) Developer
3 117 (12.14%) Data Scientist
4 105 (10.89%) Consultant
5 91 (9.44%) Software Engineer
6 81 (8.40%) Senior Data Scientist
7 78 (8.09%) Business Intelligence Consultant
8 77 (7.99%) Architect
9 70 (7.26%) Lead
10 69 (7.16%) Analyst
11 50 (5.19%) Product Manager
12 37 (3.84%) Product Owner
13 35 (3.63%) Senior Software Engineer
14 34 (3.53%) Business Analyst
15 33 (3.42%) Business Manager
15 33 (3.42%) DevOps Engineer
16 32 (3.32%) Azure Engineer
17 31 (3.22%) Machine Learning Engineer
18 30 (3.11%) Finance Manager
Libraries, Frameworks & Software Standards
1 86 (8.92%) Pandas
2 79 (8.20%) PySpark
3 72 (7.47%) TensorFlow
4 54 (5.60%) scikit-learn
5 53 (5.50%) React
6 38 (3.94%) PyTorch
7 24 (2.49%) .NET
7 24 (2.49%) CSS
7 24 (2.49%) HTML
7 24 (2.49%) Kafka
8 21 (2.18%) RESTful
9 20 (2.07%) Middleware
10 19 (1.97%) Flask
11 17 (1.76%) Django
11 17 (1.76%) Node.js
12 16 (1.66%) JWT
13 15 (1.56%) AngularJS
13 15 (1.56%) JSON
13 15 (1.56%) NumPy
13 15 (1.56%) XGBoost
Miscellaneous
1 133 (13.80%) Algorithms
2 75 (7.78%) Data Structures
3 54 (5.60%) Product Ownership
4 38 (3.94%) Self-Motivation
5 36 (3.73%) Equities
5 36 (3.73%) Foreign Exchange (FX)
6 32 (3.32%) Hedge funds
7 30 (3.11%) Derivative
7 30 (3.11%) Fixed Income
8 26 (2.70%) Cloud Native
9 21 (2.18%) Data Centre
9 21 (2.18%) Life Science
10 20 (2.07%) Client/Server
11 18 (1.87%) Virtual Team
12 17 (1.76%) IoT
12 17 (1.76%) Reinsurance
13 14 (1.45%) Distributed Systems
14 12 (1.24%) Robotics
15 10 (1.04%) Blog
15 10 (1.04%) Management Information System
Operating Systems
1 86 (8.92%) Linux
2 36 (3.73%) Windows
3 24 (2.49%) CentOS
4 20 (2.07%) Android
5 19 (1.97%) Embedded Linux
5 19 (1.97%) Ubuntu
6 18 (1.87%) Red Hat Enterprise Linux
7 11 (1.14%) Unix
7 11 (1.14%) Windows Server
8 3 (0.31%) Windows 10
8 3 (0.31%) Windows Server 2003
8 3 (0.31%) Windows Server 2019
9 1 (0.10%) Apple iOS
9 1 (0.10%) Solaris
9 1 (0.10%) VMS
Processes & Methodologies
1 671 (69.61%) Artificial Intelligence
2 421 (43.67%) Data Science
3 287 (29.77%) Analytics
4 240 (24.90%) Agile
5 207 (21.47%) ETL
6 199 (20.64%) Software Engineering
7 186 (19.29%) Business Intelligence
8 178 (18.46%) Problem-Solving
9 170 (17.63%) DevOps
10 166 (17.22%) Computer Science
11 147 (15.25%) CI/CD
12 139 (14.42%) Data Engineering
13 130 (13.49%) Roadmaps
14 115 (11.93%) Data Modelling
14 115 (11.93%) Visualisation
15 110 (11.41%) Natural Language Processing
16 106 (11.00%) Decision-Making
17 103 (10.68%) Data Pipeline
17 103 (10.68%) Migration
18 100 (10.37%) Data Analytics
Programming Languages
1 541 (56.12%) Python
2 429 (44.50%) SQL
3 112 (11.62%) JavaScript
4 111 (11.51%) Java
5 73 (7.57%) TypeScript
6 71 (7.37%) C#
7 59 (6.12%) C++
8 37 (3.84%) C
8 37 (3.84%) T-SQL
9 27 (2.80%) R
10 24 (2.49%) Kotlin
11 19 (1.97%) MATLAB
12 18 (1.87%) Go
13 16 (1.66%) PHP
14 12 (1.24%) Data Analysis Expressions
14 12 (1.24%) Ruby
15 9 (0.93%) Rust
15 9 (0.93%) Shell Script
16 8 (0.83%) Scala
17 7 (0.73%) Bash
Qualifications
1 306 (31.74%) Degree
2 150 (15.56%) Security Cleared
3 107 (11.10%) Computer Science Degree
4 99 (10.27%) Master's Degree
5 93 (9.65%) SC Cleared
6 54 (5.60%) DV Cleared
7 52 (5.39%) DBS Check
8 46 (4.77%) PhD
9 23 (2.39%) Microsoft Certification
10 17 (1.76%) BPSS Clearance
11 9 (0.93%) PMI Certification
12 8 (0.83%) Numerate Degree
13 6 (0.62%) Azure Certification
14 3 (0.31%) AWS Certification
15 2 (0.21%) Postgraduate
16 1 (0.10%) AWS Certified Solutions Architect
16 1 (0.10%) CCAB
16 1 (0.10%) MCP
Quality Assurance & Compliance
1 57 (5.91%) Data Quality
2 20 (2.07%) GDPR
3 18 (1.87%) QA
4 6 (0.62%) California Consumer Privacy Act
5 5 (0.52%) PCI DSS
6 4 (0.41%) SLA
7 3 (0.31%) JSP 440
8 1 (0.10%) HIPAA
System Software
1 59 (6.12%) Docker
2 17 (1.76%) Firmware
2 17 (1.76%) Virtual Machines
3 9 (0.93%) Hyper-V
3 9 (0.93%) VMware Infrastructure
4 7 (0.73%) Active Directory
5 1 (0.10%) KVM
5 1 (0.10%) VMware ESXi
Systems Management
1 102 (10.58%) Kubernetes
2 79 (8.20%) Terraform
3 30 (3.11%) Ansible
4 3 (0.31%) Backup Exec
4 3 (0.31%) NetBackup
4 3 (0.31%) Progress Chef
5 2 (0.21%) Argo
6 1 (0.10%) Avamar
6 1 (0.10%) Consul
6 1 (0.10%) EMC VPLEX
6 1 (0.10%) Kubeflow
6 1 (0.10%) Packer
6 1 (0.10%) Podman
6 1 (0.10%) Puppet
6 1 (0.10%) Salt
Vendors
1 204 (21.16%) Microsoft
2 135 (14.00%) Databricks
3 45 (4.67%) Google
4 41 (4.25%) Xilinx
5 15 (1.56%) Oracle
6 14 (1.45%) Dell
7 12 (1.24%) Facebook
7 12 (1.24%) SAP
8 9 (0.93%) NVIDIA
8 9 (0.93%) VMware
9 8 (0.83%) Cisco
9 8 (0.83%) Meraki
9 8 (0.83%) Zscaler
10 6 (0.62%) Salesforce
11 5 (0.52%) OpenAI
11 5 (0.52%) Siebel
12 4 (0.41%) Apple
12 4 (0.41%) IBM
12 4 (0.41%) ServiceNow
12 4 (0.41%) Sparx