Machine Learning Jobs with Work from Home Options

Machine Learning (ML)
UK > Work from Home

The table below provides summary statistics for permanent remote or hybrid work 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 13 June 2024, comparing them to the same period in the previous two years.

6 months to
13 Jun 2024
Same period 2023 Same period 2022
Rank 103 106 63
Rank change year-on-year +3 -43 +20
Permanent jobs citing Machine Learning 978 1,173 3,999
As % of all permanent jobs with a WFH option 2.75% 3.13% 5.28%
As % of the Processes & Methodologies category 3.07% 3.26% 5.44%
Number of salaries quoted 757 705 1,336
10th Percentile £43,750 £45,000 £45,000
25th Percentile £46,250 £52,500 £55,000
Median annual salary (50th Percentile) £65,000 £69,000 £75,000
Median % change year-on-year -5.80% -8.00% +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 falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 31,847 35,988 73,511
As % of all permanent jobs with a WFH option 89.59% 96.02% 97.15%
Number of salaries quoted 23,766 25,695 42,040
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,250
Median annual salary (50th Percentile) £57,500 £63,000 £60,000
Median % change year-on-year -8.73% +5.00% +9.09%
75th Percentile £75,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £60,899 £60,000
% change year-on-year -9.69% +1.50% +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 13 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 36 (3.68%) Apache Spark
2 24 (2.45%) Apache
3 13 (1.33%) Apache Airflow
4 9 (0.92%) Confluence
5 8 (0.82%) SAS
6 6 (0.61%) nginx
6 6 (0.61%) SharePoint
7 5 (0.51%) Luigi
8 3 (0.31%) Jupyter
8 3 (0.31%) Microsoft Exchange
9 2 (0.20%) ArcGIS
9 2 (0.20%) CMS
10 1 (0.10%) Alfresco
10 1 (0.10%) Documentum
10 1 (0.10%) FileNet
10 1 (0.10%) IIS
10 1 (0.10%) WordPress
Applications
1 63 (6.44%) Simulink
2 8 (0.82%) Chatbot
3 5 (0.51%) Microsoft Project
4 4 (0.41%) Microsoft Excel
4 4 (0.41%) Stateflow
5 3 (0.31%) MS Visio
6 2 (0.20%) SPSS
7 1 (0.10%) Blender
7 1 (0.10%) Microsoft Office
Business Applications
1 3 (0.31%) Siebel CRM
1 3 (0.31%) Sparx Enterprise Architect
2 1 (0.10%) Data Workbench
2 1 (0.10%) Salesforce CRM
2 1 (0.10%) SAP S/4HANA
Cloud Services
1 364 (37.22%) Azure
2 209 (21.37%) AWS
3 207 (21.17%) Power Platform
4 81 (8.28%) GCP
5 60 (6.13%) Matillion
5 60 (6.13%) Snowflake
6 56 (5.73%) Azure Data Factory
7 50 (5.11%) Azure DevOps
7 50 (5.11%) SaaS
8 48 (4.91%) Cloud Computing
9 46 (4.70%) Azure Synapse Analytics
10 45 (4.60%) Serverless
11 42 (4.29%) Azure Cosmos DB
12 31 (3.17%) Azure Machine Learning
13 24 (2.45%) Power Automate
13 24 (2.45%) PowerApps
14 20 (2.04%) Amazon EKS
15 17 (1.74%) AWS Lambda
15 17 (1.74%) Azure App Service
16 16 (1.64%) Microsoft 365
Communications & Networking
1 30 (3.07%) DNS
2 25 (2.56%) HTTP
3 15 (1.53%) Firewall
4 11 (1.12%) TCP/IP
5 9 (0.92%) Network Security
6 8 (0.82%) LAN
6 8 (0.82%) VPN
6 8 (0.82%) WAN
6 8 (0.82%) WLAN
7 6 (0.61%) DHCP
7 6 (0.61%) MQTT
7 6 (0.61%) OpenVPN
8 3 (0.31%) GPRS
8 3 (0.31%) Internet
8 3 (0.31%) SAN
9 2 (0.20%) Ethernet
9 2 (0.20%) Wireless
10 1 (0.10%) Software-Defined Radio
Database & Business Intelligence
1 198 (20.25%) Power BI
2 167 (17.08%) SQL Server
3 160 (16.36%) Data Warehouse
4 108 (11.04%) Data Lake
5 84 (8.59%) SQL Server Integration Services
6 68 (6.95%) Tableau
7 56 (5.73%) NoSQL
8 47 (4.81%) Big Data
9 45 (4.60%) Relational Database
10 39 (3.99%) Elasticsearch
11 35 (3.58%) Star Schema
12 23 (2.35%) PostgreSQL
13 20 (2.04%) Metadata
14 16 (1.64%) BigQuery
15 15 (1.53%) Azure SQL Database
16 13 (1.33%) GIS
17 12 (1.23%) MySQL
18 11 (1.12%) Looker
18 11 (1.12%) Redis
19 9 (0.92%) Power Query
Development Applications
1 116 (11.86%) Git
2 41 (4.19%) GitLab
3 23 (2.35%) Vagrant
4 19 (1.94%) MLflow
5 16 (1.64%) JIRA
6 15 (1.53%) Jenkins
7 6 (0.61%) TeamCity
8 5 (0.51%) CircleCI
9 4 (0.41%) Bitbucket
9 4 (0.41%) Snakemake
9 4 (0.41%) SonarQube
10 2 (0.20%) JUnit
10 2 (0.20%) Visual Studio
11 1 (0.10%) Atlassian Bamboo
11 1 (0.10%) Mercurial
11 1 (0.10%) Oracle Forms
11 1 (0.10%) Spinnaker
General
1 380 (38.85%) Social Skills
2 288 (29.45%) Finance
3 158 (16.16%) Public Sector
4 154 (15.75%) Retail
5 104 (10.63%) Analytical Skills
6 89 (9.10%) Inclusion and Diversity
7 47 (4.81%) Banking
7 47 (4.81%) Marketing
8 33 (3.37%) Front Office
9 26 (2.66%) Games
10 24 (2.45%) Legal
11 23 (2.35%) Law
12 21 (2.15%) Manufacturing
13 18 (1.84%) Presentation Skills
14 12 (1.23%) Advertising
14 12 (1.23%) Tech for Good
15 10 (1.02%) Financial Institution
16 9 (0.92%) Automotive
16 9 (0.92%) Back Office
17 8 (0.82%) Electronics
Job Titles
1 222 (22.70%) Senior
2 130 (13.29%) Developer
3 124 (12.68%) Data Engineer
4 116 (11.86%) Data Scientist
5 107 (10.94%) Consultant
6 98 (10.02%) Software Engineer
7 80 (8.18%) Senior Data Scientist
8 78 (7.98%) Business Intelligence Consultant
9 77 (7.87%) Architect
10 71 (7.26%) Analyst
11 64 (6.54%) Lead
12 52 (5.32%) Product Manager
13 39 (3.99%) Product Owner
13 39 (3.99%) Senior Software Engineer
14 37 (3.78%) Business Analyst
15 35 (3.58%) Business Manager
15 35 (3.58%) Machine Learning Engineer
16 34 (3.48%) Senior Data Engineer
17 32 (3.27%) Azure Engineer
17 32 (3.27%) Finance Manager
Libraries, Frameworks & Software Standards
1 83 (8.49%) Pandas
2 82 (8.38%) PySpark
3 72 (7.36%) TensorFlow
4 54 (5.52%) React
4 54 (5.52%) scikit-learn
5 38 (3.89%) PyTorch
6 25 (2.56%) CSS
6 25 (2.56%) HTML
6 25 (2.56%) Middleware
7 23 (2.35%) Kafka
7 23 (2.35%) RESTful
8 21 (2.15%) .NET
9 20 (2.04%) Flask
10 19 (1.94%) Node.js
11 16 (1.64%) JSON
11 16 (1.64%) JWT
12 15 (1.53%) Django
12 15 (1.53%) XGBoost
13 14 (1.43%) Laravel
13 14 (1.43%) NumPy
Miscellaneous
1 138 (14.11%) Algorithms
2 76 (7.77%) Data Structures
3 55 (5.62%) Product Ownership
4 38 (3.89%) Equities
4 38 (3.89%) Foreign Exchange (FX)
4 38 (3.89%) Self-Motivation
5 34 (3.48%) Hedge funds
6 32 (3.27%) Derivative
6 32 (3.27%) Fixed Income
7 22 (2.25%) Data Centre
8 21 (2.15%) Cloud Native
8 21 (2.15%) Life Science
9 20 (2.04%) Client/Server
10 18 (1.84%) Reinsurance
11 17 (1.74%) Virtual Team
12 16 (1.64%) IoT
13 15 (1.53%) Distributed Systems
14 12 (1.23%) Robotics
15 10 (1.02%) Blog
15 10 (1.02%) Management Information System
Operating Systems
1 94 (9.61%) Linux
2 37 (3.78%) Windows
3 28 (2.86%) CentOS
4 25 (2.56%) Ubuntu
5 24 (2.45%) Android
6 23 (2.35%) Embedded Linux
7 22 (2.25%) Red Hat Enterprise Linux
8 12 (1.23%) Windows Server
9 11 (1.12%) Unix
10 3 (0.31%) Windows 10
10 3 (0.31%) Windows Server 2003
10 3 (0.31%) Windows Server 2019
11 1 (0.10%) Apple iOS
11 1 (0.10%) Robot Operating System
11 1 (0.10%) Solaris
11 1 (0.10%) VMS
Processes & Methodologies
1 685 (70.04%) Artificial Intelligence
2 419 (42.84%) Data Science
3 283 (28.94%) Analytics
4 232 (23.72%) Agile
5 208 (21.27%) ETL
6 207 (21.17%) Software Engineering
7 191 (19.53%) Business Intelligence
8 182 (18.61%) Computer Science
9 181 (18.51%) Problem-Solving
10 178 (18.20%) DevOps
11 150 (15.34%) CI/CD
12 137 (14.01%) Data Engineering
13 130 (13.29%) Roadmaps
14 115 (11.76%) Data Modelling
14 115 (11.76%) Visualisation
15 107 (10.94%) Decision-Making
15 107 (10.94%) Natural Language Processing
16 104 (10.63%) Migration
17 102 (10.43%) Data Pipeline
18 98 (10.02%) Mathematics
Programming Languages
1 553 (56.54%) Python
2 428 (43.76%) SQL
3 117 (11.96%) Java
4 116 (11.86%) JavaScript
5 75 (7.67%) TypeScript
6 72 (7.36%) C#
7 71 (7.26%) C++
8 43 (4.40%) C
9 38 (3.89%) T-SQL
10 28 (2.86%) Kotlin
10 28 (2.86%) R
11 21 (2.15%) MATLAB
12 18 (1.84%) Go
13 17 (1.74%) PHP
14 12 (1.23%) Data Analysis Expressions
14 12 (1.23%) Ruby
15 9 (0.92%) Rust
15 9 (0.92%) Shell Script
16 7 (0.72%) Bash
16 7 (0.72%) Scala
Qualifications
1 321 (32.82%) Degree
2 169 (17.28%) Security Cleared
3 123 (12.58%) Computer Science Degree
4 106 (10.84%) SC Cleared
5 98 (10.02%) Master's Degree
6 62 (6.34%) DV Cleared
7 50 (5.11%) DBS Check
8 44 (4.50%) PhD
9 26 (2.66%) Microsoft Certification
10 19 (1.94%) BPSS Clearance
11 9 (0.92%) PMI Certification
12 8 (0.82%) Numerate Degree
13 6 (0.61%) Azure Certification
14 4 (0.41%) AWS Certification
15 2 (0.20%) AWS Certified Solutions Architect
15 2 (0.20%) Postgraduate
16 1 (0.10%) CCAB
16 1 (0.10%) MCP
Quality Assurance & Compliance
1 60 (6.13%) Data Quality
2 20 (2.04%) GDPR
3 17 (1.74%) QA
4 6 (0.61%) California Consumer Privacy Act
5 5 (0.51%) PCI DSS
6 4 (0.41%) SLA
7 3 (0.31%) JSP 440
8 1 (0.10%) HIPAA
System Software
1 61 (6.24%) Docker
2 19 (1.94%) Virtual Machines
3 16 (1.64%) Firmware
4 11 (1.12%) Hyper-V
5 9 (0.92%) VMware Infrastructure
6 7 (0.72%) Active Directory
7 3 (0.31%) KVM
7 3 (0.31%) VMware ESXi
Systems Management
1 108 (11.04%) Kubernetes
2 80 (8.18%) Terraform
3 33 (3.37%) Ansible
4 3 (0.31%) Backup Exec
4 3 (0.31%) NetBackup
4 3 (0.31%) Progress Chef
5 2 (0.20%) 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
1 209 (21.37%) Microsoft
2 140 (14.31%) Databricks
3 51 (5.21%) Xilinx
4 42 (4.29%) Google
5 14 (1.43%) Dell
6 12 (1.23%) Oracle
7 11 (1.12%) Facebook
7 11 (1.12%) SAP
8 9 (0.92%) VMware
9 8 (0.82%) Cisco
9 8 (0.82%) Meraki
9 8 (0.82%) NVIDIA
9 8 (0.82%) Zscaler
10 6 (0.61%) Salesforce
11 5 (0.51%) IBM
11 5 (0.51%) OpenAI
12 4 (0.41%) Apple
12 4 (0.41%) Informatica
12 4 (0.41%) ServiceNow
12 4 (0.41%) Sparx