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 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 103 98 68
Rank change year-on-year -5 -30 +20
Permanent jobs citing Machine Learning 934 1,336 3,622
As % of all permanent jobs with a WFH option 2.76% 3.29% 5.08%
As % of the Processes & Methodologies category 3.03% 3.43% 5.24%
Number of salaries quoted 733 763 1,339
10th Percentile £43,750 £46,500 £45,000
25th Percentile £46,250 £55,000 £55,000
Median annual salary (50th Percentile) £65,000 £69,447 £75,000
Median % change year-on-year -6.40% -7.40% +25.00%
75th Percentile £87,500 £88,750 £88,750
90th Percentile £101,250 £114,750 £112,500
UK median annual salary £70,000 £70,000 £72,500
% change year-on-year - -3.45% +16.00%

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 30,838 38,971 69,157
As % of all permanent jobs with a WFH option 91.21% 96.04% 97.04%
Number of salaries quoted 23,338 27,094 41,652
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £45,750
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 £61,180 £60,000
% change year-on-year -10.10% +1.97% +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 20 May 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 33 (3.53%) Apache Spark
2 24 (2.57%) Apache
3 12 (1.28%) Apache Airflow
4 8 (0.86%) Confluence
5 7 (0.75%) nginx
5 7 (0.75%) SAS
6 6 (0.64%) SharePoint
7 4 (0.43%) WordPress
8 3 (0.32%) Jupyter
8 3 (0.32%) Luigi
8 3 (0.32%) Microsoft Exchange
9 2 (0.21%) ArcGIS
9 2 (0.21%) CMS
10 1 (0.11%) Alfresco
10 1 (0.11%) Documentum
10 1 (0.11%) FileNet
10 1 (0.11%) IIS
Applications
1 49 (5.25%) Simulink
2 8 (0.86%) Chatbot
3 5 (0.54%) Microsoft Project
4 4 (0.43%) Microsoft Excel
4 4 (0.43%) Stateflow
5 3 (0.32%) MS Visio
6 2 (0.21%) SPSS
7 1 (0.11%) Blender
Business Applications
1 8 (0.86%) Siebel CRM
2 3 (0.32%) Sparx Enterprise Architect
3 1 (0.11%) Data Workbench
3 1 (0.11%) Salesforce CRM
3 1 (0.11%) SAP S/4HANA
Cloud Services
1 348 (37.26%) Azure
2 202 (21.63%) AWS
3 200 (21.41%) Power Platform
4 93 (9.96%) GCP
5 61 (6.53%) Matillion
6 60 (6.42%) Snowflake
7 53 (5.67%) SaaS
8 52 (5.57%) Azure Data Factory
9 50 (5.35%) Serverless
10 47 (5.03%) Azure DevOps
11 43 (4.60%) Cloud Computing
12 41 (4.39%) Azure Synapse Analytics
13 40 (4.28%) Azure Cosmos DB
14 31 (3.32%) Azure Machine Learning
15 21 (2.25%) Amazon EKS
16 20 (2.14%) AWS Lambda
16 20 (2.14%) Power Automate
16 20 (2.14%) PowerApps
17 19 (2.03%) GitHub
18 17 (1.82%) Azure App Service
Communications & Networking
1 30 (3.21%) DNS
2 26 (2.78%) HTTP
3 13 (1.39%) Firewall
4 12 (1.28%) TCP/IP
5 9 (0.96%) Network Security
6 8 (0.86%) LAN
6 8 (0.86%) VPN
6 8 (0.86%) WAN
6 8 (0.86%) WLAN
7 7 (0.75%) MQTT
7 7 (0.75%) OpenVPN
8 6 (0.64%) DHCP
9 3 (0.32%) GPRS
9 3 (0.32%) Internet
9 3 (0.32%) SAN
10 2 (0.21%) Ethernet
10 2 (0.21%) Wireless
11 1 (0.11%) Software-Defined Radio
Database & Business Intelligence
1 191 (20.45%) Power BI
2 168 (17.99%) SQL Server
3 159 (17.02%) Data Warehouse
4 103 (11.03%) Data Lake
5 84 (8.99%) SQL Server Integration Services
6 67 (7.17%) Tableau
7 52 (5.57%) NoSQL
8 49 (5.25%) Big Data
9 39 (4.18%) Relational Database
10 37 (3.96%) Elasticsearch
11 35 (3.75%) Star Schema
12 18 (1.93%) BigQuery
12 18 (1.93%) MySQL
13 17 (1.82%) PostgreSQL
14 16 (1.71%) Metadata
15 13 (1.39%) GIS
16 11 (1.18%) Looker
17 9 (0.96%) Azure SQL Database
17 9 (0.96%) Power Query
18 8 (0.86%) Redis
Development Applications
1 107 (11.46%) Git
2 38 (4.07%) GitLab
3 17 (1.82%) Vagrant
4 16 (1.71%) Jenkins
4 16 (1.71%) MLflow
5 15 (1.61%) JIRA
6 6 (0.64%) TeamCity
7 5 (0.54%) CircleCI
8 4 (0.43%) Bitbucket
8 4 (0.43%) Snakemake
8 4 (0.43%) SonarQube
9 2 (0.21%) JUnit
9 2 (0.21%) Oracle Forms
9 2 (0.21%) Visual Studio
10 1 (0.11%) Atlassian Bamboo
10 1 (0.11%) Mercurial
10 1 (0.11%) Spinnaker
General
1 359 (38.44%) Social Skills
2 300 (32.12%) Finance
3 163 (17.45%) Retail
4 153 (16.38%) Public Sector
5 100 (10.71%) Analytical Skills
6 85 (9.10%) Inclusion and Diversity
7 57 (6.10%) Banking
8 48 (5.14%) Marketing
9 29 (3.10%) Front Office
10 24 (2.57%) Games
10 24 (2.57%) Law
11 22 (2.36%) Legal
11 22 (2.36%) Manufacturing
12 17 (1.82%) Presentation Skills
13 12 (1.28%) Advertising
13 12 (1.28%) Financial Institution
13 12 (1.28%) Tech for Good
14 10 (1.07%) Automotive
15 9 (0.96%) Back Office
15 9 (0.96%) Electronics
Job Titles
1 193 (20.66%) Senior
2 116 (12.42%) Data Engineer
3 115 (12.31%) Developer
4 113 (12.10%) Data Scientist
5 101 (10.81%) Consultant
6 79 (8.46%) Architect
6 79 (8.46%) Senior Data Scientist
7 78 (8.35%) Business Intelligence Consultant
7 78 (8.35%) Software Engineer
8 69 (7.39%) Analyst
8 69 (7.39%) Lead
9 48 (5.14%) Product Manager
10 35 (3.75%) Product Owner
11 33 (3.53%) DevOps Engineer
12 32 (3.43%) Business Analyst
13 31 (3.32%) Business Manager
14 29 (3.10%) Azure Engineer
14 29 (3.10%) Data Manager
14 29 (3.10%) Solutions Architect
15 28 (3.00%) Senior Developer
Libraries, Frameworks & Software Standards
1 82 (8.78%) Pandas
2 71 (7.60%) PySpark
3 68 (7.28%) TensorFlow
4 54 (5.78%) React
5 50 (5.35%) scikit-learn
6 37 (3.96%) PyTorch
7 24 (2.57%) .NET
7 24 (2.57%) Kafka
8 23 (2.46%) CSS
8 23 (2.46%) HTML
9 21 (2.25%) Flask
10 20 (2.14%) RESTful
11 18 (1.93%) Middleware
12 17 (1.82%) Django
12 17 (1.82%) Node.js
13 16 (1.71%) AngularJS
13 16 (1.71%) JWT
13 16 (1.71%) NumPy
14 15 (1.61%) Laravel
14 15 (1.61%) XGBoost
Miscellaneous
1 131 (14.03%) Algorithms
2 73 (7.82%) Data Structures
3 53 (5.67%) Product Ownership
4 37 (3.96%) Self-Motivation
5 35 (3.75%) Foreign Exchange (FX)
6 34 (3.64%) Equities
7 30 (3.21%) Hedge funds
8 28 (3.00%) Cloud Native
8 28 (3.00%) Derivative
8 28 (3.00%) Fixed Income
9 21 (2.25%) Life Science
10 20 (2.14%) Data Centre
11 19 (2.03%) Client/Server
12 18 (1.93%) Virtual Team
13 17 (1.82%) IoT
14 14 (1.50%) Distributed Systems
15 12 (1.28%) Reinsurance
15 12 (1.28%) Robotics
16 10 (1.07%) Blog
17 9 (0.96%) PMI
Operating Systems
1 81 (8.67%) Linux
2 35 (3.75%) Windows
3 23 (2.46%) CentOS
4 18 (1.93%) Android
5 17 (1.82%) Embedded Linux
6 16 (1.71%) Red Hat Enterprise Linux
6 16 (1.71%) Ubuntu
7 10 (1.07%) Windows Server
8 9 (0.96%) Unix
9 3 (0.32%) Windows 10
9 3 (0.32%) Windows Server 2003
9 3 (0.32%) Windows Server 2019
10 1 (0.11%) Apple iOS
10 1 (0.11%) Solaris
10 1 (0.11%) VMS
Processes & Methodologies
1 645 (69.06%) Artificial Intelligence
2 415 (44.43%) Data Science
3 286 (30.62%) Analytics
4 239 (25.59%) Agile
5 205 (21.95%) ETL
6 186 (19.91%) Business Intelligence
7 183 (19.59%) Software Engineering
8 173 (18.52%) Problem-Solving
9 157 (16.81%) DevOps
10 152 (16.27%) Computer Science
11 141 (15.10%) CI/CD
12 133 (14.24%) Data Engineering
13 130 (13.92%) Roadmaps
14 117 (12.53%) Data Modelling
15 115 (12.31%) Visualisation
16 109 (11.67%) Natural Language Processing
17 104 (11.13%) Decision-Making
18 102 (10.92%) Data Analytics
18 102 (10.92%) Mathematics
18 102 (10.92%) Migration
Programming Languages
1 514 (55.03%) Python
2 423 (45.29%) SQL
3 108 (11.56%) Java
4 101 (10.81%) JavaScript
5 69 (7.39%) C#
6 63 (6.75%) TypeScript
7 52 (5.57%) C++
8 37 (3.96%) T-SQL
9 34 (3.64%) C
10 28 (3.00%) R
11 22 (2.36%) Kotlin
12 19 (2.03%) MATLAB
13 17 (1.82%) Go
13 17 (1.82%) PHP
14 12 (1.28%) Data Analysis Expressions
15 11 (1.18%) Ruby
16 10 (1.07%) Shell Script
17 9 (0.96%) Rust
18 8 (0.86%) Bash
19 7 (0.75%) Scala
Qualifications
1 296 (31.69%) Degree
2 136 (14.56%) Security Cleared
3 96 (10.28%) Master's Degree
4 92 (9.85%) Computer Science Degree
5 80 (8.57%) SC Cleared
6 53 (5.67%) DBS Check
7 46 (4.93%) PhD
8 42 (4.50%) DV Cleared
9 22 (2.36%) Microsoft Certification
10 17 (1.82%) BPSS Clearance
11 9 (0.96%) PMI Certification
12 7 (0.75%) Numerate Degree
13 6 (0.64%) Azure Certification
14 2 (0.21%) AWS Certification
14 2 (0.21%) Postgraduate
15 1 (0.11%) CCAB
15 1 (0.11%) MCP
Quality Assurance & Compliance
1 47 (5.03%) Data Quality
2 21 (2.25%) GDPR
3 20 (2.14%) QA
4 6 (0.64%) California Consumer Privacy Act
5 5 (0.54%) PCI DSS
6 3 (0.32%) JSP 440
6 3 (0.32%) SLA
7 1 (0.11%) HIPAA
System Software
1 59 (6.32%) Docker
2 17 (1.82%) Firmware
3 16 (1.71%) Virtual Machines
4 9 (0.96%) VMware Infrastructure
5 8 (0.86%) Hyper-V
6 7 (0.75%) Active Directory
Systems Management
1 89 (9.53%) Kubernetes
2 76 (8.14%) Terraform
3 28 (3.00%) Ansible
4 3 (0.32%) Backup Exec
4 3 (0.32%) Progress Chef
5 2 (0.21%) Argo
5 2 (0.21%) NetBackup
6 1 (0.11%) Avamar
6 1 (0.11%) Consul
6 1 (0.11%) EMC VPLEX
6 1 (0.11%) Kubeflow
6 1 (0.11%) Packer
6 1 (0.11%) Podman
6 1 (0.11%) Puppet
6 1 (0.11%) Salt
Vendors
1 201 (21.52%) Microsoft
2 126 (13.49%) Databricks
3 47 (5.03%) Google
4 37 (3.96%) Xilinx
5 17 (1.82%) Oracle
6 14 (1.50%) Dell
7 12 (1.28%) Facebook
7 12 (1.28%) SAP
8 9 (0.96%) NVIDIA
8 9 (0.96%) VMware
9 8 (0.86%) Cisco
9 8 (0.86%) Meraki
9 8 (0.86%) Siebel
9 8 (0.86%) Zscaler
10 6 (0.64%) Salesforce
11 5 (0.54%) OpenAI
12 4 (0.43%) Apple
12 4 (0.43%) IBM
12 4 (0.43%) Sparx
13 3 (0.32%) Red Hat