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

6 months to
27 Jun 2026
Same period 2025 Same period 2024
Rank 18 8 14
Rank change year-on-year -10 +6 -3
Permanent jobs citing Python 1,667 2,380 3,850
As % of all permanent jobs with remote/hybrid work options 8.16% 15.23% 11.46%
As % of the Programming Languages category 30.63% 40.89% 28.21%
Number of salaries quoted 1,118 1,438 3,083
10th Percentile £44,850 £47,231 £42,500
25th Percentile £54,117 £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 £95,000 £102,500 £104,624
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 5,442 5,821 13,650
As % of all permanent jobs with a WFH option 26.63% 37.25% 40.65%
Number of salaries quoted 4,075 4,037 11,284
10th Percentile £39,818 £37,500 £38,750
25th Percentile £47,500 £50,000 £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 £103,750
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 27 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 69 (4.14%) Apache Airflow
2 49 (2.94%) Apache Spark
3 37 (2.22%) Apache
4 17 (1.02%) 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 6 (0.36%) NetSuite
3 5 (0.30%) Fidessa
3 5 (0.30%) SAP ERP
4 3 (0.18%) Dynamics NAV
4 3 (0.18%) Oracle EBS
5 2 (0.12%) SAP S/4HANA
6 1 (0.060%) Aladdin
Cloud Services
1 658 (39.47%) AWS
2 537 (32.21%) Azure
3 279 (16.74%) GCP
4 137 (8.22%) Power Platform
5 126 (7.56%) SaaS
6 108 (6.48%) GitHub
7 104 (6.24%) Serverless
8 85 (5.10%) Amazon S3
9 71 (4.26%) AWS Lambda
10 65 (3.90%) Azure DevOps
11 57 (3.42%) GitHub Actions
12 55 (3.30%) Azure Data Factory
13 53 (3.18%) AWS CloudFormation
14 49 (2.94%) Amazon EC2
15 47 (2.82%) Microsoft 365
16 45 (2.70%) Amazon EKS
17 44 (2.64%) Snowflake
18 43 (2.58%) dbt
19 39 (2.34%) Azure Synapse Analytics
20 35 (2.10%) Amazon CloudWatch
Communications & Networking
1 197 (11.82%) Broadband
2 81 (4.86%) Firewall
3 50 (3.00%) VPN
4 27 (1.62%) LAN
4 27 (1.62%) Wi-Fi
5 26 (1.56%) WAN
6 23 (1.38%) DNS
6 23 (1.38%) TCP/IP
7 22 (1.32%) VLAN
8 19 (1.14%) Network Security
8 19 (1.14%) Wireshark
9 17 (1.02%) Cisco ASA
9 17 (1.02%) NGFW
10 16 (0.96%) BGP
10 16 (0.96%) Wireless
11 15 (0.90%) VXLAN
12 13 (0.78%) MPLS
12 13 (0.78%) SD-WAN
13 12 (0.72%) Unified Communications
14 11 (0.66%) 4G
Database & Business Intelligence
1 136 (8.16%) PostgreSQL
2 108 (6.48%) Power BI
3 88 (5.28%) SQL Server
4 72 (4.32%) MongoDB
5 69 (4.14%) Data Warehouse
6 60 (3.60%) Relational Database
7 58 (3.48%) BigQuery
8 57 (3.42%) Metadata
9 52 (3.12%) NoSQL
10 50 (3.00%) Tableau
11 46 (2.76%) Data Lake
12 37 (2.22%) Amazon RDS
13 36 (2.16%) Big Data
13 36 (2.16%) Elasticsearch
14 33 (1.98%) MySQL
15 32 (1.92%) Amazon Redshift
16 31 (1.86%) Delta Lake
16 31 (1.86%) Semantic Layer
17 27 (1.62%) Redis
18 25 (1.50%) DynamoDB
Development Applications
1 147 (8.82%) Git
2 67 (4.02%) Jenkins
3 60 (3.60%) GitLab
4 33 (1.98%) JIRA
5 13 (0.78%) MLflow
5 13 (0.78%) Visual Studio Code
6 12 (0.72%) Jaeger
7 10 (0.60%) Claude Code
8 7 (0.42%) Cucumber
8 7 (0.42%) JMeter
8 7 (0.42%) LabVIEW
8 7 (0.42%) Selenium
8 7 (0.42%) SQL Server Management Studio (SSMS)
9 5 (0.30%) Bitbucket
9 5 (0.30%) Locust
9 5 (0.30%) Postman
9 5 (0.30%) Subversion
10 4 (0.24%) Atlassian Bamboo
10 4 (0.24%) Eclipse
11 3 (0.18%) SonarQube
General
1 470 (28.19%) Social Skills
2 362 (21.72%) Finance
3 294 (17.64%) Analytical Skills
4 142 (8.52%) Inclusion and Diversity
5 109 (6.54%) Public Sector
6 98 (5.88%) Banking
7 70 (4.20%) Law
8 66 (3.96%) Retail
9 51 (3.06%) Telecoms
10 50 (3.00%) Front Office
10 50 (3.00%) Marketing
11 46 (2.76%) Legal
12 44 (2.64%) Games
13 28 (1.68%) Organisational Skills
14 20 (1.20%) Electronics
15 17 (1.02%) Documentation Skills
16 16 (0.96%) Financial Institution
17 12 (0.72%) Publishing
17 12 (0.72%) Tech for Good
18 11 (0.66%) Health Technology
Job Titles
1 393 (23.58%) Senior
2 332 (19.92%) Developer
3 277 (16.62%) Lead
4 197 (11.82%) Data Engineer
5 195 (11.70%) Software Engineer
6 156 (9.36%) Python Engineer
7 111 (6.66%) Python Developer
8 96 (5.76%) Platform Engineer
9 94 (5.64%) Analyst
10 90 (5.40%) Data Scientist
11 72 (4.32%) Senior Developer
12 69 (4.14%) Lead Developer
13 64 (3.84%) Artificial Intelligence Engineer
14 63 (3.78%) AWS Engineer
15 59 (3.54%) Data Analyst
16 58 (3.48%) Senior Data Engineer
17 56 (3.36%) 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
1 143 (8.58%) React
2 104 (6.24%) Node.js
3 95 (5.70%) PyTorch
4 93 (5.58%) Kafka
5 86 (5.16%) TensorFlow
6 75 (4.50%) REST
7 74 (4.44%) .NET
8 69 (4.14%) PySpark
9 67 (4.02%) 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 35 (2.10%) 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
1 214 (12.84%) Cloud Native
2 181 (10.86%) Distributed Systems
3 104 (6.24%) Video\Live Streaming
4 81 (4.86%) Algorithms
5 69 (4.14%) Data Structures
6 65 (3.90%) AI Agents
7 60 (3.60%) Product Ownership
8 57 (3.42%) Low-Code
9 55 (3.30%) Over-the-Top Content
10 46 (2.76%) Onboarding
11 43 (2.58%) Public Cloud
12 38 (2.28%) Fixed Income
13 37 (2.22%) Self-Motivation
14 35 (2.10%) Hybrid Cloud
15 30 (1.80%) Data Centre
15 30 (1.80%) Equities
16 29 (1.74%) Management Information System
16 29 (1.74%) Virtual Team
17 25 (1.50%) Security Posture
18 23 (1.38%) Social Media
Operating Systems
1 193 (11.58%) Linux
2 67 (4.02%) Windows
3 39 (2.34%) Unix
4 32 (1.92%) 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 5 (0.30%) Embedded Linux
10 4 (0.24%) Red Hat Enterprise Linux
11 3 (0.18%) Windows Server 2016
12 2 (0.12%) FreeRTOS
12 2 (0.12%) Kali Linux
12 2 (0.12%) Robot Operating System
12 2 (0.12%) Solaris
13 1 (0.060%) AIX
13 1 (0.060%) FreeBSD
13 1 (0.060%) OpenBSD
13 1 (0.060%) VMS
Processes & Methodologies
1 565 (33.89%) CI/CD
2 561 (33.65%) AI
3 509 (30.53%) Software Engineering
4 408 (24.48%) Problem-Solving
5 393 (23.58%) Agile
6 360 (21.60%) Machine Learning
7 345 (20.70%) Mentoring
8 330 (19.80%) DevOps
9 323 (19.38%) Infrastructure as Code
10 303 (18.18%) Analytics
11 288 (17.28%) Data Science
12 224 (13.44%) Continuous Improvement
13 221 (13.26%) Containerisation
14 218 (13.08%) Roadmaps
15 214 (12.84%) Data Pipeline
16 207 (12.42%) Data Engineering
17 204 (12.24%) Data Modelling
18 203 (12.18%) Observability
19 193 (11.58%) Full-Stack Development
20 192 (11.52%) Test Automation
Programming Languages
1 477 (28.61%) SQL
2 274 (16.44%) Java
3 228 (13.68%) JavaScript
4 185 (11.10%) Go
5 157 (9.42%) PowerShell
6 146 (8.76%) Bash
7 144 (8.64%) C#
8 142 (8.52%) TypeScript
9 84 (5.04%) Scala
10 77 (4.62%) C++
11 53 (3.18%) R
12 41 (2.46%) C
13 40 (2.40%) PHP
14 33 (1.98%) Bicep
15 21 (1.26%) VBA
16 19 (1.14%) Ruby
17 18 (1.08%) T-SQL
18 17 (1.02%) Apex Code
19 16 (0.96%) Groovy
20 15 (0.90%) Rust
Qualifications
1 235 (14.10%) Degree
2 163 (9.78%) Security Cleared
3 130 (7.80%) SC Cleared
4 71 (4.26%) Computer Science Degree
5 60 (3.60%) Azure Certification
6 34 (2.04%) AWS Certification
7 31 (1.86%) Master's Degree
8 21 (1.26%) DV Cleared
8 21 (1.26%) Microsoft Certification
9 19 (1.14%) PhD
10 18 (1.08%) DBS Check
11 13 (0.78%) OSCP
12 11 (0.66%) CEH
12 11 (0.66%) Cisco Certification
12 11 (0.66%) CREST Certified
13 10 (0.60%) ACCA
13 10 (0.60%) CIMA
13 10 (0.60%) CISSP
14 9 (0.54%) GIAC
15 8 (0.48%) CCNP
Quality Assurance & Compliance
1 146 (8.76%) Data Quality
2 94 (5.64%) QA
3 43 (2.58%) ISO/IEC 27001
4 25 (1.50%) Accessibility
5 19 (1.14%) NIST
6 16 (0.96%) GDPR
7 14 (0.84%) 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
13 3 (0.18%) Cyber Essentials
13 3 (0.18%) ISO 9001
13 3 (0.18%) Software Quality Assurance
System Software
1 265 (15.90%) Docker
2 34 (2.04%) 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
1 274 (16.44%) Terraform
2 226 (13.56%) Kubernetes
3 108 (6.48%) Ansible
4 83 (4.98%) Grafana
5 64 (3.84%) 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 10 (0.60%) Progress Chef
11 9 (0.54%) Cisco CUCM
11 9 (0.54%) Kubeflow
12 7 (0.42%) Puppet
12 7 (0.42%) Single Sign-On
13 6 (0.36%) Graylog
14 5 (0.30%) AWS Copilot
14 5 (0.30%) FTK
14 5 (0.30%) Microsoft Intune
14 5 (0.30%) SCCM
Vendors
1 245 (14.70%) Microsoft
2 119 (7.14%) Databricks
3 71 (4.26%) Google
4 54 (3.24%) Cisco
5 48 (2.88%) VMware
6 45 (2.70%) Typelevel
7 36 (2.16%) OpenAI
8 31 (1.86%) Oracle
9 29 (1.74%) Salesforce
10 28 (1.68%) Foundry
11 27 (1.62%) Palo Alto
12 23 (1.38%) Red Hat
13 21 (1.26%) Fortinet
13 21 (1.26%) Splunk
14 16 (0.96%) F5
14 16 (0.96%) ServiceNow
15 15 (0.90%) Arista
15 15 (0.90%) Aruba
15 15 (0.90%) NetScout
16 13 (0.78%) MuleSoft