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 14 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
14 Apr 2024
Same period 2023 Same period 2022
Rank 108 93 75
Rank change year-on-year -15 -18 +24
Permanent jobs citing Machine Learning 915 1,579 3,014
As % of all permanent jobs with a WFH option 2.73% 3.55% 4.59%
As % of the Processes & Methodologies category 2.97% 3.69% 4.74%
Number of salaries quoted 672 875 1,266
10th Percentile £43,750 £50,000 £43,750
25th Percentile £46,250 £56,691 £54,438
Median annual salary (50th Percentile) £65,000 £70,000 £70,000
Median % change year-on-year -7.14% - +16.67%
75th Percentile £87,500 £90,000 £86,250
90th Percentile £102,500 £111,250 £110,000
UK median annual salary £70,000 £70,000 £70,000
% change year-on-year - - +12.00%

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 30,807 42,760 63,588
As % of all permanent jobs with a WFH option 91.94% 96.04% 96.80%
Number of salaries quoted 23,509 29,519 41,206
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £45,000
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 £61,500 £60,000
% change year-on-year -10.57% +2.50% +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 14 April 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 46 (5.03%) Apache Spark
2 35 (3.83%) Apache
3 15 (1.64%) Jupyter
4 9 (0.98%) Apache Airflow
5 7 (0.77%) nginx
5 7 (0.77%) SAS
6 6 (0.66%) Confluence
6 6 (0.66%) SharePoint
7 5 (0.55%) WordPress
8 3 (0.33%) Alfresco
8 3 (0.33%) CMS
8 3 (0.33%) Documentum
8 3 (0.33%) FileNet
9 2 (0.22%) ArcGIS
9 2 (0.22%) Luigi
10 1 (0.11%) IIS
Applications
1 25 (2.73%) Simulink
2 6 (0.66%) Chatbot
3 5 (0.55%) Microsoft Project
4 4 (0.44%) Microsoft Excel
4 4 (0.44%) Stateflow
5 2 (0.22%) SPSS
6 1 (0.11%) Blender
Business Applications
1 8 (0.87%) Siebel CRM
2 1 (0.11%) Data Workbench
2 1 (0.11%) Dynamics CRM
2 1 (0.11%) Magento
2 1 (0.11%) Salesforce CRM
2 1 (0.11%) SAP S/4HANA
Cloud Services
1 354 (38.69%) Azure
2 216 (23.61%) Power Platform
3 202 (22.08%) AWS
4 119 (13.01%) GCP
5 66 (7.21%) Matillion
6 63 (6.89%) Snowflake
7 53 (5.79%) SaaS
8 51 (5.57%) Azure DevOps
8 51 (5.57%) Serverless
9 48 (5.25%) Azure Data Factory
10 38 (4.15%) Azure Cosmos DB
11 37 (4.04%) GitHub
12 35 (3.83%) Cloud Computing
13 32 (3.50%) Azure Synapse Analytics
14 28 (3.06%) Azure Machine Learning
15 20 (2.19%) AWS Lambda
16 19 (2.08%) GitHub Actions
17 17 (1.86%) Amazon EKS
17 17 (1.86%) Azure App Service
17 17 (1.86%) Vertex AI
Communications & Networking
1 28 (3.06%) HTTP
2 26 (2.84%) DNS
3 13 (1.42%) Firewall
4 12 (1.31%) 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 (0.77%) MQTT
7 7 (0.77%) OpenVPN
8 2 (0.22%) Ethernet
8 2 (0.22%) Internet
8 2 (0.22%) SMTP
8 2 (0.22%) Wireless
9 1 (0.11%) GPRS
9 1 (0.11%) Software-Defined Radio
Database & Business Intelligence
1 204 (22.30%) Power BI
2 160 (17.49%) SQL Server
3 155 (16.94%) Data Warehouse
4 119 (13.01%) Data Lake
5 101 (11.04%) Big Data
6 82 (8.96%) SQL Server Integration Services
7 55 (6.01%) NoSQL
7 55 (6.01%) Tableau
8 49 (5.36%) Relational Database
9 39 (4.26%) MySQL
10 35 (3.83%) Elasticsearch
10 35 (3.83%) Star Schema
11 32 (3.50%) PostgreSQL
12 29 (3.17%) BigQuery
13 25 (2.73%) Looker
14 24 (2.62%) Metadata
15 17 (1.86%) Bigtable
16 13 (1.42%) GIS
16 13 (1.42%) Hadoop
17 10 (1.09%) Amazon Aurora
Development Applications
1 60 (6.56%) Git
2 36 (3.93%) GitLab
3 31 (3.39%) Jenkins
4 15 (1.64%) MLflow
5 11 (1.20%) JIRA
6 7 (0.77%) Vagrant
7 6 (0.66%) CircleCI
8 4 (0.44%) Snakemake
8 4 (0.44%) TeamCity
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%) Bitbucket
11 1 (0.11%) Mercurial
11 1 (0.11%) Selenium
11 1 (0.11%) SonarQube
General
1 388 (42.40%) Finance
2 337 (36.83%) Social Skills
3 167 (18.25%) Retail
4 146 (15.96%) Public Sector
5 133 (14.54%) Inclusion and Diversity
6 97 (10.60%) Analytical Skills
7 74 (8.09%) Banking
8 42 (4.59%) Marketing
9 24 (2.62%) Games
9 24 (2.62%) Law
10 23 (2.51%) Front Office
10 23 (2.51%) Manufacturing
11 21 (2.30%) Presentation Skills
12 15 (1.64%) Legal
13 12 (1.31%) Financial Institution
14 11 (1.20%) Influencing Skills
15 10 (1.09%) Advertising
15 10 (1.09%) Automotive
15 10 (1.09%) Tech for Good
16 9 (0.98%) Electronics
Job Titles
1 164 (17.92%) Senior
2 128 (13.99%) Data Engineer
3 108 (11.80%) Developer
4 104 (11.37%) Data Scientist
5 101 (11.04%) Lead
6 99 (10.82%) Consultant
7 94 (10.27%) Architect
8 78 (8.52%) Business Intelligence Consultant
9 66 (7.21%) Software Engineer
10 63 (6.89%) Analyst
11 62 (6.78%) Senior Data Scientist
12 41 (4.48%) Solutions Architect
13 39 (4.26%) Product Manager
14 33 (3.61%) DevOps Engineer
15 30 (3.28%) Lead Data Engineer
16 28 (3.06%) Data Manager
16 28 (3.06%) Product Owner
16 28 (3.06%) Senior Developer
17 27 (2.95%) Data Architect
18 26 (2.84%) Azure Engineer
Libraries, Frameworks & Software Standards
1 62 (6.78%) Pandas
2 60 (6.56%) HTML
3 52 (5.68%) React
4 49 (5.36%) .NET
5 48 (5.25%) PyTorch
6 42 (4.59%) Kafka
7 39 (4.26%) Node.js
8 38 (4.15%) TensorFlow
9 36 (3.93%) PySpark
10 35 (3.83%) scikit-learn
11 21 (2.30%) CSS
11 21 (2.30%) Flask
12 19 (2.08%) RESTful
13 18 (1.97%) Django
14 17 (1.86%) XGBoost
15 16 (1.75%) JWT
15 16 (1.75%) Laravel
16 15 (1.64%) AngularJS
16 15 (1.64%) NumPy
17 13 (1.42%) JSON
Miscellaneous
1 135 (14.75%) Algorithms
2 76 (8.31%) Data Structures
3 64 (6.99%) Cyberattack
4 57 (6.23%) Self-Motivation
5 48 (5.25%) Product Ownership
6 29 (3.17%) Foreign Exchange (FX)
7 28 (3.06%) Equities
8 24 (2.62%) Cloud Native
8 24 (2.62%) Hedge funds
8 24 (2.62%) Linux Command Line
9 22 (2.40%) Derivative
9 22 (2.40%) Fixed Income
10 20 (2.19%) Data Centre
11 19 (2.08%) Client/Server
12 18 (1.97%) Virtual Team
13 17 (1.86%) IoT
14 13 (1.42%) Life Science
15 12 (1.31%) Distributed Systems
15 12 (1.31%) Robotics
16 10 (1.09%) Hybrid Cloud
Operating Systems
1 77 (8.42%) Linux
2 24 (2.62%) Windows
3 13 (1.42%) CentOS
4 8 (0.87%) Android
5 7 (0.77%) Embedded Linux
5 7 (0.77%) Unix
6 6 (0.66%) Red Hat Enterprise Linux
6 6 (0.66%) Ubuntu
7 4 (0.44%) Windows Server
8 1 (0.11%) Apple iOS
8 1 (0.11%) Solaris
8 1 (0.11%) VMS
Processes & Methodologies
1 604 (66.01%) Artificial Intelligence
2 426 (46.56%) Data Science
3 295 (32.24%) Analytics
4 272 (29.73%) Agile
5 225 (24.59%) ETL
6 201 (21.97%) Business Intelligence
7 183 (20.00%) Data Engineering
8 175 (19.13%) Software Engineering
9 167 (18.25%) Problem-Solving
10 165 (18.03%) DevOps
11 154 (16.83%) Computer Science
12 146 (15.96%) CI/CD
13 144 (15.74%) Visualisation
14 134 (14.64%) Roadmaps
15 123 (13.44%) Mentoring
16 119 (13.01%) Data Pipeline
17 118 (12.90%) Data Analytics
18 116 (12.68%) Data Modelling
19 109 (11.91%) Mathematics
20 103 (11.26%) Migration
Programming Languages
1 489 (53.44%) Python
2 371 (40.55%) SQL
3 124 (13.55%) Java
3 124 (13.55%) JavaScript
4 60 (6.56%) C#
5 55 (6.01%) R
6 52 (5.68%) TypeScript
7 41 (4.48%) Go
8 38 (4.15%) T-SQL
9 28 (3.06%) Rust
10 25 (2.73%) C++
11 19 (2.08%) C
12 17 (1.86%) PHP
13 16 (1.75%) MATLAB
14 13 (1.42%) Kotlin
14 13 (1.42%) Ruby
15 12 (1.31%) Bash
15 12 (1.31%) Data Analysis Expressions
16 10 (1.09%) Shell Script
17 7 (0.77%) Scala
Qualifications
1 283 (30.93%) Degree
2 150 (16.39%) Security Cleared
3 81 (8.85%) Computer Science Degree
4 74 (8.09%) DV Cleared
5 63 (6.89%) Master's Degree
6 52 (5.68%) SC Cleared
7 43 (4.70%) PhD
8 24 (2.62%) DBS Check
9 23 (2.51%) AWS Certification
9 23 (2.51%) AWS Certified Cloud Practitioner
9 23 (2.51%) AWS Certified Developer
9 23 (2.51%) AWS Certified Solutions Architect
10 22 (2.40%) Numerate Degree
11 18 (1.97%) Microsoft Certification
12 17 (1.86%) BPSS Clearance
13 9 (0.98%) PMI Certification
14 2 (0.22%) Azure Certification
15 1 (0.11%) MBA
15 1 (0.11%) MCP
15 1 (0.11%) Postgraduate
Quality Assurance & Compliance
1 49 (5.36%) Data Quality
2 44 (4.81%) QA
3 25 (2.73%) GDPR
4 5 (0.55%) California Consumer Privacy Act
5 3 (0.33%) PCI DSS
6 1 (0.11%) HIPAA
System Software
1 81 (8.85%) Docker
2 17 (1.86%) Firmware
3 16 (1.75%) Virtual Machines
4 2 (0.22%) Hyper-V
5 1 (0.11%) Active Directory
5 1 (0.11%) HDFS
Systems Management
1 89 (9.73%) Kubernetes
2 80 (8.74%) Terraform
3 14 (1.53%) Ansible
4 5 (0.55%) Progress Chef
5 3 (0.33%) Puppet
6 2 (0.22%) Argo
7 1 (0.11%) Avamar
7 1 (0.11%) Consul
7 1 (0.11%) EMC VPLEX
7 1 (0.11%) Kubeflow
7 1 (0.11%) Oracle Identity Management
7 1 (0.11%) Packer
7 1 (0.11%) Podman
7 1 (0.11%) Rancher
7 1 (0.11%) Salt
Vendors
1 186 (20.33%) Microsoft
2 94 (10.27%) Databricks
3 64 (6.99%) Google
4 30 (3.28%) Dell
5 20 (2.19%) Oracle
6 13 (1.42%) Xilinx
7 12 (1.31%) Facebook
8 9 (0.98%) SAP
9 8 (0.87%) Cisco
9 8 (0.87%) Meraki
9 8 (0.87%) NVIDIA
9 8 (0.87%) Siebel
9 8 (0.87%) Zscaler
10 7 (0.77%) IBM
11 6 (0.66%) Salesforce
12 5 (0.55%) OpenAI
13 4 (0.44%) Apple
13 4 (0.44%) Confluent
13 4 (0.44%) EMC
14 3 (0.33%) OpenText