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 24 June 2026, with comparisons to the same periods in the previous two years.

6 months to
24 Jun 2026
Same period 2025 Same period 2024
Rank 18 8 15
Rank change year-on-year -10 +7 -4
Permanent jobs citing Python 1,669 2,386 3,851
As % of all permanent jobs with remote/hybrid work options 8.18% 15.33% 11.23%
As % of the Programming Languages category 30.69% 40.86% 27.58%
Number of salaries quoted 1,114 1,441 3,068
10th Percentile £44,650 £46,702 £42,500
25th Percentile £53,750 £60,000 £52,500
Median annual salary (50th Percentile) £72,500 £75,000 £75,000
Median % change year-on-year -3.33% - +3.45%
75th Percentile £94,688 £102,500 £102,500
90th Percentile £110,000 £135,000 £142,500
UK median annual salary £70,000 £72,500 £70,000
% change year-on-year -3.45% +3.57% -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 5,438 5,839 13,962
As % of all permanent jobs with a WFH option 26.64% 37.51% 40.72%
Number of salaries quoted 4,060 4,051 11,553
10th Percentile £40,000 £37,500 £38,750
25th Percentile £47,500 £49,118 £46,250
Median annual salary (50th Percentile) £62,500 £65,000 £60,000
Median % change year-on-year -3.85% +8.33% -7.69%
75th Percentile £85,000 £85,000 £80,000
90th Percentile £100,000 £115,000 £102,500
UK median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -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 24 June 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 72 (4.31%) Apache Airflow
2 50 (3.00%) Apache Spark
3 38 (2.28%) Apache
4 18 (1.08%) SAS
5 11 (0.66%) Microsoft Exchange
6 10 (0.60%) SharePoint
7 9 (0.54%) Jupyter
8 3 (0.18%) Apache Solr
8 3 (0.18%) Palantir Foundry
9 2 (0.12%) ArcGIS
9 2 (0.12%) GeoServer
9 2 (0.12%) OpenStack
9 2 (0.12%) Oracle Spatial
10 1 (0.060%) Cloud Foundry
10 1 (0.060%) CMS
10 1 (0.060%) Confluence
10 1 (0.060%) Headless CMS
10 1 (0.060%) nginx
10 1 (0.060%) WordPress
Applications
1 36 (2.16%) Microsoft Excel
2 11 (0.66%) Microsoft PowerPoint
3 9 (0.54%) Microsoft Office
4 6 (0.36%) Chatbot
5 4 (0.24%) Spreadsheet
6 3 (0.18%) Blender
6 3 (0.18%) Maya
6 3 (0.18%) Trello
7 2 (0.12%) Lightworks
7 2 (0.12%) Simulink
7 2 (0.12%) SPSS
Business Applications
1 8 (0.48%) Dynamics CRM
2 7 (0.42%) NetSuite
3 5 (0.30%) SAP ERP
4 4 (0.24%) Fidessa
5 3 (0.18%) Dynamics NAV
5 3 (0.18%) Oracle EBS
6 2 (0.12%) SAP S/4HANA
7 1 (0.060%) Aladdin
Cloud Services
1 656 (39.30%) AWS
2 533 (31.94%) Azure
3 280 (16.78%) GCP
4 139 (8.33%) Power Platform
5 128 (7.67%) SaaS
6 107 (6.41%) GitHub
7 103 (6.17%) Serverless
8 87 (5.21%) Amazon S3
9 71 (4.25%) AWS Lambda
10 65 (3.89%) Azure DevOps
11 56 (3.36%) Azure Data Factory
12 55 (3.30%) GitHub Actions
13 50 (3.00%) Amazon EC2
13 50 (3.00%) AWS CloudFormation
14 46 (2.76%) Amazon EKS
14 46 (2.76%) Microsoft 365
15 44 (2.64%) Snowflake
16 41 (2.46%) dbt
17 40 (2.40%) Azure Synapse Analytics
18 37 (2.22%) Amazon CloudWatch
Communications & Networking
1 197 (11.80%) Broadband
2 79 (4.73%) Firewall
3 47 (2.82%) VPN
4 27 (1.62%) Wi-Fi
5 26 (1.56%) LAN
6 25 (1.50%) WAN
7 22 (1.32%) TCP/IP
7 22 (1.32%) VLAN
8 21 (1.26%) DNS
9 19 (1.14%) Network Security
9 19 (1.14%) Wireshark
10 17 (1.02%) Cisco ASA
10 17 (1.02%) NGFW
11 16 (0.96%) BGP
11 16 (0.96%) Wireless
12 15 (0.90%) VXLAN
13 13 (0.78%) MPLS
13 13 (0.78%) SD-WAN
14 12 (0.72%) Unified Communications
15 11 (0.66%) 4G
Database & Business Intelligence
1 136 (8.15%) PostgreSQL
2 110 (6.59%) Power BI
3 88 (5.27%) SQL Server
4 72 (4.31%) MongoDB
5 69 (4.13%) Data Warehouse
6 60 (3.59%) BigQuery
6 60 (3.59%) Relational Database
7 58 (3.48%) Metadata
8 53 (3.18%) NoSQL
8 53 (3.18%) Tableau
9 47 (2.82%) Data Lake
10 39 (2.34%) Amazon RDS
11 37 (2.22%) Elasticsearch
12 36 (2.16%) Big Data
13 34 (2.04%) Amazon Redshift
14 33 (1.98%) Delta Lake
14 33 (1.98%) MySQL
15 31 (1.86%) Semantic Layer
16 27 (1.62%) Redis
17 25 (1.50%) DynamoDB
Development Applications
1 148 (8.87%) Git
2 65 (3.89%) Jenkins
3 60 (3.59%) GitLab
4 34 (2.04%) JIRA
5 14 (0.84%) MLflow
6 13 (0.78%) Visual Studio Code
7 12 (0.72%) Jaeger
8 10 (0.60%) Claude Code
9 7 (0.42%) Cucumber
9 7 (0.42%) JMeter
9 7 (0.42%) SQL Server Management Studio (SSMS)
10 6 (0.36%) Selenium
11 5 (0.30%) Bitbucket
11 5 (0.30%) LabVIEW
11 5 (0.30%) Locust
11 5 (0.30%) Postman
11 5 (0.30%) Subversion
12 4 (0.24%) Atlassian Bamboo
12 4 (0.24%) Eclipse
13 3 (0.18%) Maven
General
1 472 (28.28%) Social Skills
2 362 (21.69%) Finance
3 291 (17.44%) Analytical Skills
4 140 (8.39%) Inclusion and Diversity
5 108 (6.47%) Public Sector
6 101 (6.05%) Banking
7 71 (4.25%) Law
8 66 (3.95%) Retail
9 52 (3.12%) Marketing
9 52 (3.12%) Telecoms
10 49 (2.94%) Front Office
11 47 (2.82%) Legal
12 46 (2.76%) Games
13 26 (1.56%) Organisational Skills
14 17 (1.02%) Documentation Skills
14 17 (1.02%) Electronics
14 17 (1.02%) Financial Institution
15 13 (0.78%) Publishing
16 12 (0.72%) Tech for Good
17 11 (0.66%) Health Technology
Job Titles
1 390 (23.37%) Senior
2 331 (19.83%) Developer
3 275 (16.48%) Lead
4 198 (11.86%) Data Engineer
5 197 (11.80%) Software Engineer
6 160 (9.59%) Python Engineer
7 110 (6.59%) Python Developer
8 96 (5.75%) Platform Engineer
9 95 (5.69%) Analyst
10 92 (5.51%) Data Scientist
11 69 (4.13%) Senior Developer
12 68 (4.07%) Lead Developer
13 65 (3.89%) Artificial Intelligence Engineer
14 64 (3.83%) AWS Engineer
15 60 (3.59%) Data Analyst
16 58 (3.48%) Senior Data Engineer
17 55 (3.30%) Full-Stack Developer
18 50 (3.00%) Architect
18 50 (3.00%) Senior Software Engineer
19 48 (2.88%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 144 (8.63%) React
2 104 (6.23%) Node.js
3 97 (5.81%) PyTorch
4 94 (5.63%) Kafka
5 87 (5.21%) TensorFlow
6 75 (4.49%) REST
7 74 (4.43%) .NET
8 69 (4.13%) PySpark
9 67 (4.01%) RESTful
10 57 (3.42%) Django
10 57 (3.42%) FastAPI
11 51 (3.06%) LangChain
12 48 (2.88%) gRPC
13 39 (2.34%) Vue
14 36 (2.16%) JSON
15 33 (1.98%) Flask
16 32 (1.92%) Redux
17 29 (1.74%) GraphQL
17 29 (1.74%) LangGraph
18 28 (1.68%) Pandas
Miscellaneous
1 210 (12.58%) Cloud Native
2 179 (10.72%) Distributed Systems
3 104 (6.23%) Video\Live Streaming
4 80 (4.79%) Algorithms
5 70 (4.19%) Data Structures
6 63 (3.77%) Product Ownership
7 61 (3.65%) AI Agents
8 58 (3.48%) Low-Code
9 55 (3.30%) Over-the-Top Content
10 45 (2.70%) Onboarding
11 41 (2.46%) Public Cloud
12 38 (2.28%) Fixed Income
12 38 (2.28%) Self-Motivation
13 34 (2.04%) Hybrid Cloud
14 30 (1.80%) Data Centre
14 30 (1.80%) Equities
15 29 (1.74%) Management Information System
15 29 (1.74%) Virtual Team
16 26 (1.56%) Security Posture
17 23 (1.38%) Greenfield Project
Operating Systems
1 192 (11.50%) Linux
2 66 (3.95%) Windows
3 39 (2.34%) Unix
4 31 (1.86%) Windows Server
5 12 (0.72%) Ubuntu
6 9 (0.54%) Debian
7 8 (0.48%) Apple iOS
7 8 (0.48%) Mac OS
8 7 (0.42%) Android
9 4 (0.24%) Embedded Linux
9 4 (0.24%) Red Hat Enterprise Linux
10 3 (0.18%) Windows Server 2016
11 2 (0.12%) FreeRTOS
11 2 (0.12%) Kali Linux
11 2 (0.12%) Robot Operating System
11 2 (0.12%) Solaris
12 1 (0.060%) AIX
12 1 (0.060%) FreeBSD
12 1 (0.060%) OpenBSD
12 1 (0.060%) VMS
Processes & Methodologies
1 563 (33.73%) AI
1 563 (33.73%) CI/CD
2 508 (30.44%) Software Engineering
3 402 (24.09%) Problem-Solving
4 394 (23.61%) Agile
5 364 (21.81%) Machine Learning
6 343 (20.55%) Mentoring
7 331 (19.83%) DevOps
8 317 (18.99%) Infrastructure as Code
9 305 (18.27%) Analytics
10 293 (17.56%) Data Science
11 223 (13.36%) Continuous Improvement
12 219 (13.12%) Containerisation
12 219 (13.12%) Data Pipeline
13 217 (13.00%) Roadmaps
14 209 (12.52%) Data Engineering
14 209 (12.52%) Data Modelling
15 202 (12.10%) Observability
16 192 (11.50%) Full-Stack Development
16 192 (11.50%) Test Automation
Programming Languages
1 483 (28.94%) SQL
2 276 (16.54%) Java
3 225 (13.48%) JavaScript
4 185 (11.08%) Go
5 154 (9.23%) PowerShell
6 149 (8.93%) Bash
7 145 (8.69%) TypeScript
8 144 (8.63%) C#
9 86 (5.15%) Scala
10 76 (4.55%) C++
11 54 (3.24%) R
12 40 (2.40%) C
12 40 (2.40%) PHP
13 30 (1.80%) Bicep
14 21 (1.26%) VBA
15 19 (1.14%) Ruby
16 18 (1.08%) T-SQL
17 17 (1.02%) Apex Code
18 15 (0.90%) Groovy
18 15 (0.90%) Rust
Qualifications
1 234 (14.02%) Degree
2 163 (9.77%) Security Cleared
3 130 (7.79%) SC Cleared
4 69 (4.13%) Computer Science Degree
5 59 (3.54%) Azure Certification
6 34 (2.04%) AWS Certification
7 28 (1.68%) Master's Degree
8 21 (1.26%) DV Cleared
8 21 (1.26%) Microsoft Certification
9 19 (1.14%) DBS Check
10 17 (1.02%) PhD
11 13 (0.78%) OSCP
12 11 (0.66%) ACCA
12 11 (0.66%) CEH
12 11 (0.66%) CIMA
12 11 (0.66%) CREST Certified
13 10 (0.60%) Cisco Certification
13 10 (0.60%) CISSP
14 9 (0.54%) GIAC
15 7 (0.42%) CCNP
Quality Assurance & Compliance
1 150 (8.99%) Data Quality
2 96 (5.75%) QA
3 42 (2.52%) ISO/IEC 27001
4 25 (1.50%) Accessibility
5 18 (1.08%) NIST
6 16 (0.96%) GDPR
7 13 (0.78%) PCI DSS
8 9 (0.54%) SOC 2
9 8 (0.48%) SLA
10 6 (0.36%) GRC
10 6 (0.36%) ISO 22301
11 5 (0.30%) Actionable Recommendations
11 5 (0.30%) PMO
11 5 (0.30%) WCAG
12 4 (0.24%) GAAP
12 4 (0.24%) HMG Security Policy Framework
12 4 (0.24%) IFRS
12 4 (0.24%) Software Quality Assurance
13 3 (0.18%) Cyber Essentials
13 3 (0.18%) ISO 9001
System Software
1 264 (15.82%) Docker
2 33 (1.98%) Active Directory
3 26 (1.56%) VMware Infrastructure
4 20 (1.20%) Firmware
5 19 (1.14%) Virtual Machines
6 7 (0.42%) Hyper-V
6 7 (0.42%) vSphere
7 6 (0.36%) KVM
7 6 (0.36%) Microsoft Virtual Server
7 6 (0.36%) Virtual Servers
8 5 (0.30%) Embedded Firmware
9 3 (0.18%) Kamailio
9 3 (0.18%) VMware NSX
10 1 (0.060%) Oracle RAC
10 1 (0.060%) VMware ESXi
10 1 (0.060%) Xen
Systems Management
1 270 (16.18%) Terraform
2 224 (13.42%) Kubernetes
3 108 (6.47%) Ansible
4 84 (5.03%) Grafana
5 65 (3.89%) Prometheus
6 35 (2.10%) Argo
7 18 (1.08%) Kustomize
8 17 (1.02%) Istio
9 12 (0.72%) Packer
9 12 (0.72%) Proxmox
10 9 (0.54%) Cisco CUCM
10 9 (0.54%) Kubeflow
10 9 (0.54%) Progress Chef
11 7 (0.42%) Puppet
11 7 (0.42%) Single Sign-On
12 6 (0.36%) Graylog
13 5 (0.30%) AWS Copilot
13 5 (0.30%) FTK
13 5 (0.30%) Microsoft Intune
13 5 (0.30%) SCCM
Vendors
1 242 (14.50%) Microsoft
2 120 (7.19%) Databricks
3 72 (4.31%) Google
4 54 (3.24%) Cisco
5 48 (2.88%) VMware
6 45 (2.70%) Typelevel
7 36 (2.16%) OpenAI
8 30 (1.80%) Salesforce
9 29 (1.74%) Oracle
10 27 (1.62%) Foundry
10 27 (1.62%) Palo Alto
11 23 (1.38%) Red Hat
12 21 (1.26%) Fortinet
12 21 (1.26%) Splunk
13 16 (0.96%) F5
13 16 (0.96%) ServiceNow
14 15 (0.90%) Arista
14 15 (0.90%) Aruba
14 15 (0.90%) NetScout
15 13 (0.78%) MuleSoft