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

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 111 97 71
Rank change year-on-year -14 -26 +18
Permanent jobs citing Machine Learning 921 1,399 3,344
As % of all permanent jobs with a WFH option 2.73% 3.37% 4.89%
As % of the Processes & Methodologies category 2.98% 3.51% 5.04%
Number of salaries quoted 725 786 1,288
10th Percentile £43,750 £47,500 £45,000
25th Percentile £46,250 £56,250 £55,000
Median annual salary (50th Percentile) £65,000 £69,447 £73,346
Median % change year-on-year -6.40% -5.32% +22.24%
75th Percentile £87,500 £90,000 £87,500
90th Percentile £101,250 £113,125 £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 30,857 39,858 66,375
As % of all permanent jobs with a WFH option 91.38% 96.10% 96.97%
Number of salaries quoted 23,439 27,686 41,025
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 9 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 34 (3.69%) Apache Spark
2 24 (2.61%) Apache
3 11 (1.19%) Apache Airflow
4 9 (0.98%) Confluence
5 8 (0.87%) SharePoint
6 7 (0.76%) nginx
6 7 (0.76%) SAS
7 5 (0.54%) WordPress
8 3 (0.33%) Jupyter
8 3 (0.33%) Luigi
8 3 (0.33%) Microsoft Exchange
9 2 (0.22%) Alfresco
9 2 (0.22%) ArcGIS
9 2 (0.22%) CMS
9 2 (0.22%) Documentum
9 2 (0.22%) FileNet
10 1 (0.11%) IIS
Applications
1 44 (4.78%) Simulink
2 8 (0.87%) Chatbot
3 5 (0.54%) Microsoft Project
4 4 (0.43%) Microsoft Excel
4 4 (0.43%) Stateflow
5 3 (0.33%) MS Visio
6 2 (0.22%) SPSS
7 1 (0.11%) Blender
Business Applications
1 8 (0.87%) Siebel CRM
2 3 (0.33%) Sparx Enterprise Architect
3 1 (0.11%) Data Workbench
3 1 (0.11%) Dynamics CRM
3 1 (0.11%) Salesforce CRM
3 1 (0.11%) SAP S/4HANA
Cloud Services
1 347 (37.68%) Azure
2 203 (22.04%) AWS
3 201 (21.82%) Power Platform
4 96 (10.42%) GCP
5 62 (6.73%) Matillion
6 61 (6.62%) Snowflake
7 54 (5.86%) SaaS
8 51 (5.54%) Azure Data Factory
8 51 (5.54%) Serverless
9 47 (5.10%) Azure DevOps
10 42 (4.56%) Cloud Computing
11 41 (4.45%) Azure Cosmos DB
12 39 (4.23%) Azure Synapse Analytics
13 31 (3.37%) Azure Machine Learning
14 21 (2.28%) Amazon EKS
14 21 (2.28%) AWS Lambda
14 21 (2.28%) GitHub
15 19 (2.06%) Power Automate
15 19 (2.06%) PowerApps
16 17 (1.85%) Azure App Service
Communications & Networking
1 30 (3.26%) DNS
2 26 (2.82%) HTTP
3 13 (1.41%) Firewall
4 12 (1.30%) TCP/IP
5 9 (0.98%) Network Security
6 8 (0.87%) LAN
6 8 (0.87%) VPN
6 8 (0.87%) WAN
6 8 (0.87%) WLAN
7 7 (0.76%) MQTT
7 7 (0.76%) OpenVPN
8 6 (0.65%) DHCP
9 3 (0.33%) GPRS
9 3 (0.33%) Internet
9 3 (0.33%) SAN
10 2 (0.22%) Ethernet
10 2 (0.22%) Wireless
11 1 (0.11%) Software-Defined Radio
Database & Business Intelligence
1 190 (20.63%) Power BI
2 170 (18.46%) SQL Server
3 159 (17.26%) Data Warehouse
4 103 (11.18%) Data Lake
5 84 (9.12%) SQL Server Integration Services
6 62 (6.73%) Tableau
7 51 (5.54%) NoSQL
8 50 (5.43%) Big Data
9 38 (4.13%) Relational Database
10 36 (3.91%) Elasticsearch
11 35 (3.80%) Star Schema
12 21 (2.28%) MySQL
13 19 (2.06%) Metadata
14 18 (1.95%) BigQuery
15 17 (1.85%) PostgreSQL
16 13 (1.41%) GIS
17 10 (1.09%) Azure SQL Database
17 10 (1.09%) Looker
18 9 (0.98%) Amazon Aurora
18 9 (0.98%) Power Query
Development Applications
1 99 (10.75%) Git
2 38 (4.13%) GitLab
3 17 (1.85%) Jenkins
4 16 (1.74%) JIRA
5 15 (1.63%) MLflow
5 15 (1.63%) Vagrant
6 6 (0.65%) TeamCity
7 5 (0.54%) CircleCI
8 4 (0.43%) Bitbucket
8 4 (0.43%) Snakemake
8 4 (0.43%) SonarQube
9 3 (0.33%) JUnit
10 2 (0.22%) Oracle Forms
10 2 (0.22%) Visual Studio
11 1 (0.11%) Atlassian Bamboo
11 1 (0.11%) Mercurial
11 1 (0.11%) Spinnaker
General
1 352 (38.22%) Social Skills
2 302 (32.79%) Finance
3 163 (17.70%) Retail
4 152 (16.50%) Public Sector
5 101 (10.97%) Analytical Skills
6 86 (9.34%) Inclusion and Diversity
7 58 (6.30%) Banking
8 48 (5.21%) Marketing
9 27 (2.93%) Front Office
10 24 (2.61%) Games
10 24 (2.61%) Law
11 22 (2.39%) Legal
11 22 (2.39%) Manufacturing
12 19 (2.06%) Presentation Skills
13 12 (1.30%) Advertising
13 12 (1.30%) Financial Institution
13 12 (1.30%) Tech for Good
14 10 (1.09%) Automotive
15 9 (0.98%) Back Office
15 9 (0.98%) Electronics
Job Titles
1 185 (20.09%) Senior
2 114 (12.38%) Data Engineer
2 114 (12.38%) Developer
3 110 (11.94%) Data Scientist
4 101 (10.97%) Consultant
5 82 (8.90%) Architect
6 78 (8.47%) Business Intelligence Consultant
7 75 (8.14%) Senior Data Scientist
8 71 (7.71%) Lead
8 71 (7.71%) Software Engineer
9 67 (7.27%) Analyst
10 46 (4.99%) Product Manager
11 33 (3.58%) DevOps Engineer
11 33 (3.58%) Product Owner
12 31 (3.37%) Solutions Architect
13 30 (3.26%) Business Analyst
14 29 (3.15%) Azure Engineer
14 29 (3.15%) Business Manager
14 29 (3.15%) Data Manager
15 28 (3.04%) Senior Developer
Libraries, Frameworks & Software Standards
1 78 (8.47%) Pandas
2 67 (7.27%) PySpark
3 65 (7.06%) TensorFlow
4 54 (5.86%) React
5 47 (5.10%) scikit-learn
6 38 (4.13%) PyTorch
7 26 (2.82%) .NET
8 25 (2.71%) Kafka
9 23 (2.50%) CSS
9 23 (2.50%) HTML
10 21 (2.28%) Flask
11 20 (2.17%) RESTful
12 18 (1.95%) NumPy
13 17 (1.85%) AngularJS
13 17 (1.85%) Django
14 16 (1.74%) JWT
14 16 (1.74%) Laravel
14 16 (1.74%) Middleware
14 16 (1.74%) Node.js
15 15 (1.63%) XGBoost
Miscellaneous
1 129 (14.01%) Algorithms
2 74 (8.03%) Data Structures
3 50 (5.43%) Product Ownership
4 37 (4.02%) Self-Motivation
5 33 (3.58%) Foreign Exchange (FX)
6 32 (3.47%) Equities
7 29 (3.15%) Cloud Native
8 28 (3.04%) Hedge funds
9 26 (2.82%) Derivative
9 26 (2.82%) Fixed Income
10 22 (2.39%) Life Science
11 20 (2.17%) Data Centre
12 19 (2.06%) Client/Server
13 18 (1.95%) Virtual Team
14 17 (1.85%) IoT
15 15 (1.63%) Distributed Systems
16 13 (1.41%) Robotics
17 12 (1.30%) Reinsurance
18 10 (1.09%) Blog
18 10 (1.09%) Hybrid Cloud
Operating Systems
1 75 (8.14%) Linux
2 33 (3.58%) Windows
3 21 (2.28%) CentOS
4 16 (1.74%) Android
5 15 (1.63%) Embedded Linux
6 14 (1.52%) Red Hat Enterprise Linux
6 14 (1.52%) Ubuntu
7 10 (1.09%) Windows Server
8 7 (0.76%) Unix
9 3 (0.33%) Windows 10
9 3 (0.33%) Windows Server 2003
9 3 (0.33%) Windows Server 2019
10 1 (0.11%) Apple iOS
10 1 (0.11%) Solaris
10 1 (0.11%) VMS
Processes & Methodologies
1 630 (68.40%) Artificial Intelligence
2 415 (45.06%) Data Science
3 287 (31.16%) Analytics
4 241 (26.17%) Agile
5 206 (22.37%) ETL
6 184 (19.98%) Business Intelligence
7 174 (18.89%) Software Engineering
8 169 (18.35%) Problem-Solving
9 151 (16.40%) DevOps
10 146 (15.85%) Computer Science
11 140 (15.20%) CI/CD
12 133 (14.44%) Data Engineering
13 130 (14.12%) Roadmaps
14 119 (12.92%) Data Modelling
15 112 (12.16%) Visualisation
16 105 (11.40%) Natural Language Processing
17 103 (11.18%) Migration
18 102 (11.07%) Data Analytics
19 99 (10.75%) Data Pipeline
19 99 (10.75%) Decision-Making
Programming Languages
1 499 (54.18%) Python
2 416 (45.17%) SQL
3 104 (11.29%) Java
4 95 (10.31%) JavaScript
5 69 (7.49%) C#
6 59 (6.41%) TypeScript
7 47 (5.10%) C++
8 38 (4.13%) T-SQL
9 32 (3.47%) C
10 30 (3.26%) R
11 20 (2.17%) Kotlin
12 18 (1.95%) Go
12 18 (1.95%) MATLAB
12 18 (1.95%) PHP
13 12 (1.30%) Data Analysis Expressions
14 11 (1.19%) Ruby
15 10 (1.09%) Shell Script
16 9 (0.98%) Bash
16 9 (0.98%) Rust
17 8 (0.87%) Scala
Qualifications
1 293 (31.81%) Degree
2 125 (13.57%) Security Cleared
3 93 (10.10%) Master's Degree
4 86 (9.34%) Computer Science Degree
5 70 (7.60%) SC Cleared
6 49 (5.32%) DBS Check
7 47 (5.10%) PhD
8 35 (3.80%) DV Cleared
9 21 (2.28%) Microsoft Certification
10 17 (1.85%) BPSS Clearance
11 9 (0.98%) PMI Certification
12 8 (0.87%) Numerate Degree
13 6 (0.65%) Azure Certification
14 2 (0.22%) AWS Certification
14 2 (0.22%) Postgraduate
15 1 (0.11%) CCAB
15 1 (0.11%) MCP
Quality Assurance & Compliance
1 48 (5.21%) Data Quality
2 22 (2.39%) GDPR
3 21 (2.28%) QA
4 6 (0.65%) California Consumer Privacy Act
5 5 (0.54%) PCI DSS
6 3 (0.33%) JSP 440
6 3 (0.33%) SLA
7 1 (0.11%) HIPAA
System Software
1 59 (6.41%) Docker
2 17 (1.85%) Firmware
3 16 (1.74%) Virtual Machines
4 9 (0.98%) VMware Infrastructure
5 8 (0.87%) Hyper-V
6 7 (0.76%) Active Directory
Systems Management
1 83 (9.01%) Kubernetes
2 74 (8.03%) Terraform
3 26 (2.82%) Ansible
4 3 (0.33%) Backup Exec
4 3 (0.33%) Progress Chef
5 2 (0.22%) Argo
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%) Oracle Identity Management
6 1 (0.11%) Packer
6 1 (0.11%) Podman
6 1 (0.11%) Puppet
6 1 (0.11%) Rancher
6 1 (0.11%) Salt
Vendors
1 198 (21.50%) Microsoft
2 122 (13.25%) Databricks
3 48 (5.21%) Google
4 32 (3.47%) Xilinx
5 18 (1.95%) Oracle
6 17 (1.85%) Dell
7 12 (1.30%) Facebook
7 12 (1.30%) SAP
8 9 (0.98%) NVIDIA
8 9 (0.98%) VMware
9 8 (0.87%) Cisco
9 8 (0.87%) Meraki
9 8 (0.87%) Siebel
9 8 (0.87%) Zscaler
10 7 (0.76%) Salesforce
11 5 (0.54%) IBM
11 5 (0.54%) OpenAI
12 4 (0.43%) Apple
12 4 (0.43%) Sparx
13 3 (0.33%) Red Hat