Hybrid/Remote Python Job Trends

Python
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Python skills. It covers permanent job vacancies from the 6 months leading up to 28 August 2026, with comparisons to the same periods in the previous two years.

6 months to
28 Aug 2026
Same period 2025 Same period 2024
Rank 20 12 12
Rank change year-on-year -8 0 -1
Permanent jobs citing Python 1,823 2,097 3,224
As % of all permanent jobs with remote/hybrid work options 7.83% 12.69% 12.99%
As % of the Programming Languages category 29.90% 39.48% 33.88%
Number of salaries quoted 1,245 1,247 2,499
10th Percentile £45,000 £45,000 £45,000
25th Percentile £55,000 £56,250 £56,250
Median annual salary (50th Percentile) £72,500 £75,000 £79,932
Median % change year-on-year -3.33% -6.17% +6.58%
75th Percentile £95,000 £110,000 £112,500
90th Percentile £110,000 £136,250 £143,750
UK median annual salary £70,000 £72,500 £75,000
% change year-on-year -3.45% -3.33% +3.45%

All Programming Languages
Work from Home

Python falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring coding skills.

Permanent vacancies with a requirement for coding skills 6,098 5,311 9,516
As % of all permanent jobs with a WFH option 26.21% 32.13% 38.35%
Number of salaries quoted 4,593 3,652 7,133
10th Percentile £38,750 £37,250 £39,325
25th Percentile £47,500 £47,500 £47,500
Median annual salary (50th Percentile) £62,500 £64,000 £62,500
Median % change year-on-year -2.34% +2.40% -3.85%
75th Percentile £83,750 £85,000 £85,000
90th Percentile £100,000 £115,000 £115,000
UK median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -7.69%

Python
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Python and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Python job vacancy trend for remote/hybrid jobs

Python
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Python.

Salary distribution trend for jobs with remote/hybrid work options citing Python

Python
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Python over the 6 months to 28 August 2026.

Python salary histogram for jobs with remote/hybrid work options

Python
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 47 (2.58%) Apache Spark
2 44 (2.41%) Apache Airflow
3 42 (2.30%) Apache
4 17 (0.93%) SharePoint
5 11 (0.60%) Jupyter
6 10 (0.55%) SAS
7 6 (0.33%) ArcGIS
8 3 (0.16%) Apache Solr
8 3 (0.16%) Confluence
8 3 (0.16%) GeoServer
8 3 (0.16%) Microsoft Exchange
8 3 (0.16%) Oracle Spatial
9 2 (0.11%) CMS
9 2 (0.11%) nginx
9 2 (0.11%) WordPress
10 1 (0.055%) Cloud Foundry
10 1 (0.055%) Kinematics
10 1 (0.055%) OpenStack
10 1 (0.055%) Oracle HTTP Server
10 1 (0.055%) Tomcat
Applications
1 51 (2.80%) Microsoft Excel
2 17 (0.93%) Chatbot
3 9 (0.49%) Microsoft Office
4 7 (0.38%) Microsoft PowerPoint
5 5 (0.27%) Simulink
6 4 (0.22%) Lightworks
6 4 (0.22%) Spreadsheet
7 3 (0.16%) Blender
7 3 (0.16%) Maya
7 3 (0.16%) Trello
8 2 (0.11%) Microsoft Project
8 2 (0.11%) MS Visio
8 2 (0.11%) SPSS
9 1 (0.055%) SOLIDWORKS
9 1 (0.055%) Zemax
Business Applications
1 9 (0.49%) Dynamics CRM
2 5 (0.27%) Fidessa
2 5 (0.27%) SAP ERP
3 4 (0.22%) Oracle EBS
4 3 (0.16%) Dynamics NAV
5 2 (0.11%) SAP S/4HANA
6 1 (0.055%) Dynamics GP
6 1 (0.055%) Shopify
Cloud Services
1 655 (35.93%) AWS
2 574 (31.49%) Azure
3 287 (15.74%) GCP
4 156 (8.56%) Power Platform
5 153 (8.39%) SaaS
6 116 (6.36%) GitHub
7 87 (4.77%) Serverless
8 70 (3.84%) Azure Data Factory
9 68 (3.73%) AWS CloudFormation
10 65 (3.57%) Azure DevOps
11 62 (3.40%) Amazon S3
12 60 (3.29%) AWS Lambda
13 57 (3.13%) GitHub Actions
14 56 (3.07%) Snowflake
15 53 (2.91%) Microsoft 365
16 51 (2.80%) Azure Synapse Analytics
17 46 (2.52%) dbt
18 38 (2.08%) Amazon EC2
19 34 (1.87%) Datadog
20 32 (1.76%) Microsoft Purview
Communications & Networking
1 124 (6.80%) Broadband
2 75 (4.11%) Firewall
3 52 (2.85%) TCP/IP
4 41 (2.25%) VPN
5 36 (1.97%) DNS
6 33 (1.81%) WAN
7 31 (1.70%) LAN
8 26 (1.43%) Network Security
9 25 (1.37%) Wireless
10 17 (0.93%) VLAN
11 15 (0.82%) BGP
11 15 (0.82%) DHCP
12 14 (0.77%) Cisco ASA
12 14 (0.77%) SD-WAN
13 13 (0.71%) 5G
13 13 (0.71%) OSPF
14 11 (0.60%) Cisco Nexus
15 9 (0.49%) MPLS
16 8 (0.44%) Unified Communications
16 8 (0.44%) WebEx
Database & Business Intelligence
1 138 (7.57%) PostgreSQL
2 132 (7.24%) Power BI
3 104 (5.70%) Data Warehouse
4 85 (4.66%) SQL Server
5 80 (4.39%) MongoDB
6 63 (3.46%) Data Lake
7 59 (3.24%) NoSQL
8 54 (2.96%) Relational Database
9 51 (2.80%) Metadata
10 49 (2.69%) Tableau
11 47 (2.58%) Big Data
12 41 (2.25%) BigQuery
12 41 (2.25%) Delta Lake
13 31 (1.70%) MySQL
14 30 (1.65%) DynamoDB
15 27 (1.48%) Amazon RDS
16 24 (1.32%) Semantic Layer
17 23 (1.26%) Elasticsearch
18 21 (1.15%) Amazon Redshift
18 21 (1.15%) Star Schema
Development Applications
1 183 (10.04%) Git
2 81 (4.44%) Jenkins
3 56 (3.07%) GitLab
4 35 (1.92%) JIRA
5 17 (0.93%) Visual Studio Code
6 14 (0.77%) MLflow
7 13 (0.71%) Bitbucket
8 12 (0.66%) LabVIEW
9 10 (0.55%) Claude Code
10 9 (0.49%) Selenium
11 8 (0.44%) Atlassian Bamboo
12 7 (0.38%) Cypress.io
12 7 (0.38%) Sonatype Nexus
13 6 (0.33%) JMeter
13 6 (0.33%) Postman
13 6 (0.33%) SonarQube
14 5 (0.27%) TeamCity
15 4 (0.22%) Rational DOORS
16 3 (0.16%) Cucumber
16 3 (0.16%) Mercurial
General
1 580 (31.82%) Social Skills
2 419 (22.98%) Finance
3 300 (16.46%) Analytical Skills
4 127 (6.97%) Inclusion and Diversity
5 116 (6.36%) Legal
6 113 (6.20%) Banking
7 107 (5.87%) Public Sector
8 93 (5.10%) Law
9 80 (4.39%) Marketing
10 69 (3.78%) Retail
11 43 (2.36%) Games
12 41 (2.25%) Telecoms
13 34 (1.87%) Electronics
14 31 (1.70%) Front Office
15 28 (1.54%) Organisational Skills
16 19 (1.04%) Aerospace
16 19 (1.04%) Presentation Skills
17 13 (0.71%) Financial Institution
18 12 (0.66%) Advertising
18 12 (0.66%) Local Government
Job Titles
1 506 (27.76%) Senior
2 276 (15.14%) Developer
3 233 (12.78%) Lead
4 227 (12.45%) Software Engineer
5 199 (10.92%) Data Engineer
6 185 (10.15%) Python Engineer
7 108 (5.92%) Analyst
8 104 (5.70%) Python Developer
9 97 (5.32%) Data Scientist
10 79 (4.33%) Senior Developer
11 71 (3.89%) Platform Engineer
12 70 (3.84%) Architect
13 69 (3.78%) Senior Software Engineer
14 66 (3.62%) Artificial Intelligence Engineer
15 61 (3.35%) Senior Data Engineer
16 59 (3.24%) Python Software Engineer
17 57 (3.13%) Engineering Manager
18 56 (3.07%) DevOps Engineer
18 56 (3.07%) Senior Data Scientist
19 55 (3.02%) AWS Engineer
Libraries, Frameworks & Software Standards
1 283 (15.52%) Terraform
2 138 (7.57%) React
3 96 (5.27%) PySpark
4 93 (5.10%) Node.js
5 84 (4.61%) .NET
6 82 (4.50%) PyTorch
7 75 (4.11%) REST
8 70 (3.84%) TensorFlow
9 67 (3.68%) Django
10 66 (3.62%) RESTful
11 64 (3.51%) Kafka
12 62 (3.40%) FastAPI
13 54 (2.96%) LangChain
14 43 (2.36%) Next.js
15 37 (2.03%) Pandas
16 34 (1.87%) CSS
17 33 (1.81%) scikit-learn
18 30 (1.65%) LangGraph
18 30 (1.65%) Vue
19 29 (1.59%) Flask
Miscellaneous
1 238 (13.06%) Cloud Native
2 183 (10.04%) Distributed Systems
3 85 (4.66%) Algorithms
4 82 (4.50%) AI Agents
5 80 (4.39%) Virtual Team
6 67 (3.68%) Video\Live Streaming
7 58 (3.18%) Product Ownership
8 49 (2.69%) Data Structures
9 43 (2.36%) Low-Code
10 42 (2.30%) Onboarding
11 38 (2.08%) Management Information System
12 37 (2.03%) Public Cloud
13 34 (1.87%) Self-Motivation
14 32 (1.76%) Blog
15 29 (1.59%) Cyber Threat
16 27 (1.48%) Credit Risk
17 26 (1.43%) Security Posture
18 25 (1.37%) Hybrid Cloud
18 25 (1.37%) Legacy Systems
18 25 (1.37%) Over-the-Top Content
Operating Systems
1 212 (11.63%) Linux
2 82 (4.50%) Windows
3 37 (2.03%) Unix
4 28 (1.54%) Windows Server
5 15 (0.82%) Ubuntu
6 8 (0.44%) Apple iOS
6 8 (0.44%) Embedded Linux
7 7 (0.38%) Android
7 7 (0.38%) Mac OS
7 7 (0.38%) Red Hat Enterprise Linux
8 6 (0.33%) Debian
9 4 (0.22%) Solaris
10 3 (0.16%) FreeRTOS
10 3 (0.16%) Kali Linux
11 2 (0.11%) Robot Operating System
11 2 (0.11%) Windows Server 2016
12 1 (0.055%) AIX
12 1 (0.055%) CentOS
12 1 (0.055%) OpenWrt
12 1 (0.055%) VMS
Processes & Methodologies
1 692 (37.96%) AI
2 596 (32.69%) Software Engineering
3 565 (30.99%) CI/CD
4 430 (23.59%) Problem-Solving
5 401 (22.00%) Mentoring
6 382 (20.95%) Agile
7 381 (20.90%) DevOps
8 379 (20.79%) Machine Learning
9 378 (20.74%) Analytics
10 343 (18.82%) Infrastructure as Code
11 326 (17.88%) Continuous Improvement
12 267 (14.65%) Data Science
13 255 (13.99%) Test Automation
14 239 (13.11%) Observability
15 226 (12.40%) Roadmaps
16 224 (12.29%) Decision-Making
17 222 (12.18%) Data Pipeline
18 219 (12.01%) Data Engineering
19 215 (11.79%) Data Modelling
20 209 (11.46%) Business Intelligence
Programming Languages
1 573 (31.43%) SQL
2 266 (14.59%) JavaScript
3 250 (13.71%) Java
4 227 (12.45%) C#
5 215 (11.79%) PowerShell
6 195 (10.70%) TypeScript
7 131 (7.19%) Bash
8 130 (7.13%) Go
9 99 (5.43%) C++
10 54 (2.96%) Scala
11 52 (2.85%) R
12 48 (2.63%) C
13 46 (2.52%) Bicep
14 38 (2.08%) PHP
15 28 (1.54%) Rust
16 27 (1.48%) Ruby
17 26 (1.43%) VBA
18 21 (1.15%) MATLAB
19 18 (0.99%) Groovy
20 15 (0.82%) Data Analysis Expressions
Qualifications
1 242 (13.27%) Degree
2 211 (11.57%) Security Cleared
3 166 (9.11%) SC Cleared
4 72 (3.95%) Computer Science Degree
5 60 (3.29%) Azure Certification
6 43 (2.36%) Master's Degree
7 40 (2.19%) DV Cleared
8 29 (1.59%) Microsoft Certification
9 23 (1.26%) PhD
10 21 (1.15%) BPSS Clearance
11 20 (1.10%) Cisco Certification
12 17 (0.93%) SnowPro
13 16 (0.88%) CISSP
14 15 (0.82%) AWS Certification
15 14 (0.77%) CCNP
16 13 (0.71%) DBS Check
16 13 (0.71%) GIAC
16 13 (0.71%) OSCP
17 12 (0.66%) CEH
17 12 (0.66%) CREST Certified
Quality Assurance & Compliance
1 167 (9.16%) Data Quality
2 140 (7.68%) QA
3 42 (2.30%) Accessibility
4 36 (1.97%) ISO/IEC 27001
5 32 (1.76%) GDPR
6 25 (1.37%) NIST
7 13 (0.71%) Actionable Recommendations
8 11 (0.60%) PCI DSS
9 9 (0.49%) SLA
10 6 (0.33%) Cyber Essentials
10 6 (0.33%) PMO
10 6 (0.33%) SOC 2
11 5 (0.27%) California Consumer Privacy Act
11 5 (0.27%) EU AI Act
12 4 (0.22%) GAAP
12 4 (0.22%) HMG Security Policy Framework
12 4 (0.22%) IFRS
12 4 (0.22%) MiFID
13 3 (0.16%) ISO 9001
13 3 (0.16%) UCITS
System Software
1 245 (13.44%) Docker
2 26 (1.43%) VMware Infrastructure
3 25 (1.37%) Active Directory
3 25 (1.37%) Firmware
4 21 (1.15%) Virtual Machines
5 9 (0.49%) Hyper-V
6 7 (0.38%) vSphere
7 6 (0.33%) Embedded Firmware
7 6 (0.33%) KVM
8 5 (0.27%) Microsoft Virtual Server
8 5 (0.27%) Virtual Servers
9 3 (0.16%) VMware NSX
10 2 (0.11%) Oracle RAC
10 2 (0.11%) VMware ESXi
11 1 (0.055%) QEMU
Systems Management
1 230 (12.62%) Kubernetes
2 106 (5.81%) Ansible
3 88 (4.83%) Grafana
4 49 (2.69%) Prometheus
5 21 (1.15%) Istio
6 20 (1.10%) Argo
7 13 (0.71%) Progress Chef
8 10 (0.55%) Packer
9 8 (0.44%) Cisco CUCM
10 7 (0.38%) Kubeflow
10 7 (0.38%) Kustomize
10 7 (0.38%) Puppet
11 6 (0.33%) Graylog
11 6 (0.33%) Microsoft Intune
11 6 (0.33%) Proxmox
11 6 (0.33%) Single Sign-On
12 4 (0.22%) FortiGate
12 4 (0.22%) linkerd
12 4 (0.22%) Podman
12 4 (0.22%) ZABBIX
Vendors
1 281 (15.41%) Microsoft
2 141 (7.73%) Databricks
3 72 (3.95%) Google
4 53 (2.91%) Cisco
5 44 (2.41%) OpenAI
6 37 (2.03%) VMware
7 36 (1.97%) Oracle
8 27 (1.48%) Splunk
9 26 (1.43%) Palo Alto
10 25 (1.37%) Red Hat
11 23 (1.26%) ServiceNow
12 22 (1.21%) Fortinet
12 22 (1.21%) Foundry
13 19 (1.04%) Informatica
14 18 (0.99%) Typelevel
15 17 (0.93%) F5
16 16 (0.88%) Dynatrace
16 16 (0.88%) New Relic
17 14 (0.77%) HubSpot
18 11 (0.60%) Alteryx