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 6 April 2026, with comparisons to the same periods in the previous two years.

6 months to
6 Apr 2026
Same period 2025 Same period 2024
Rank 19 10 15
Rank change year-on-year -9 +5 -5
Permanent jobs citing Python 1,478 2,073 3,434
As % of all permanent jobs with remote/hybrid work options 8.69% 16.08% 10.95%
As % of the Programming Languages category 31.80% 35.82% 25.87%
Number of salaries quoted 990 1,591 2,801
10th Percentile £42,750 £46,250 £42,500
25th Percentile £53,750 £57,500 £51,250
Median annual salary (50th Percentile) £71,250 £74,870 £70,000
Median % change year-on-year -4.83% +6.96% -
75th Percentile £92,500 £100,001 £95,000
90th Percentile £112,500 £127,500 £122,500
UK median annual salary £67,500 £75,000 £67,500
% change year-on-year -10.00% +11.11% -6.90%

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 4,648 5,788 13,273
As % of all permanent jobs with a WFH option 27.32% 44.90% 42.32%
Number of salaries quoted 3,389 4,555 11,458
10th Percentile £40,000 £40,000 £38,750
25th Percentile £50,000 £50,000 £46,250
Median annual salary (50th Percentile) £65,000 £65,000 £60,000
Median % change year-on-year - +8.33% -7.69%
75th Percentile £85,000 £85,000 £78,750
90th Percentile £100,000 £112,500 £97,500
UK median annual salary £63,217 £65,000 £60,000
% change year-on-year -2.74% +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 6 April 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 82 (5.55%) Apache Airflow
2 42 (2.84%) Apache Spark
3 37 (2.50%) Apache
4 18 (1.22%) SAS
5 10 (0.68%) Microsoft Exchange
5 10 (0.68%) SharePoint
6 8 (0.54%) Oracle SOA Suite
7 6 (0.41%) Confluence
8 5 (0.34%) Anypoint
9 4 (0.27%) ArcGIS
9 4 (0.27%) GeoServer
9 4 (0.27%) Oracle Spatial
9 4 (0.27%) Palantir Foundry
9 4 (0.27%) Tomcat
9 4 (0.27%) WebSphere
9 4 (0.27%) WebSphere Application Server
10 3 (0.20%) Apache Pulsar
10 3 (0.20%) OpenStack
11 2 (0.14%) Mendix
11 2 (0.14%) WordPress
Applications
1 34 (2.30%) Microsoft Excel
2 13 (0.88%) Microsoft Office
3 11 (0.74%) Microsoft PowerPoint
4 10 (0.68%) Chatbot
5 2 (0.14%) SPSS
5 2 (0.14%) Weka
6 1 (0.068%) MS Visio
6 1 (0.068%) Notion
Business Applications
1 17 (1.15%) Oracle ERP
2 10 (0.68%) NetSuite
3 5 (0.34%) SAP ERP
3 5 (0.34%) Shopify
4 3 (0.20%) Dynamics CRM
5 1 (0.068%) Actimize
5 1 (0.068%) Aladdin
5 1 (0.068%) Dynamics GP
5 1 (0.068%) Visualfiles
Cloud Services
1 633 (42.83%) AWS
2 544 (36.81%) Azure
3 249 (16.85%) GCP
4 183 (12.38%) GitHub
5 156 (10.55%) Power Platform
6 129 (8.73%) Serverless
7 109 (7.37%) Amazon S3
7 109 (7.37%) SaaS
8 104 (7.04%) Azure DevOps
9 85 (5.75%) GitHub Actions
10 83 (5.62%) AWS Lambda
11 80 (5.41%) Azure Data Factory
12 61 (4.13%) dbt
13 60 (4.06%) Amazon EKS
14 56 (3.79%) Snowflake
15 52 (3.52%) Azure Synapse Analytics
16 47 (3.18%) AWS CloudFormation
17 46 (3.11%) Amazon EC2
18 44 (2.98%) Amazon CloudWatch
19 36 (2.44%) Microsoft 365
Communications & Networking
1 142 (9.61%) Broadband
2 65 (4.40%) Firewall
3 37 (2.50%) VPN
4 34 (2.30%) TCP/IP
5 28 (1.89%) Wi-Fi
6 25 (1.69%) VLAN
7 24 (1.62%) Wireshark
8 20 (1.35%) BGP
8 20 (1.35%) LAN
9 18 (1.22%) WAN
10 17 (1.15%) Network Security
10 17 (1.15%) NGFW
11 15 (1.01%) MPLS
11 15 (1.01%) VXLAN
12 14 (0.95%) Cisco ASA
13 12 (0.81%) DNS
13 12 (0.81%) Ethernet VPN
14 11 (0.74%) 4G
14 11 (0.74%) Cisco IOS
14 11 (0.74%) IOS XR
Database & Business Intelligence
1 132 (8.93%) Power BI
2 109 (7.37%) PostgreSQL
3 92 (6.22%) SQL Server
4 73 (4.94%) NoSQL
5 71 (4.80%) Tableau
6 67 (4.53%) Data Warehouse
7 65 (4.40%) Relational Database
8 55 (3.72%) Metadata
9 54 (3.65%) Data Lake
10 48 (3.25%) Amazon RDS
11 44 (2.98%) BigQuery
12 41 (2.77%) MongoDB
13 40 (2.71%) Amazon Redshift
14 35 (2.37%) Elasticsearch
15 31 (2.10%) Delta Lake
16 27 (1.83%) Azure SQL Database
16 27 (1.83%) Redis
17 25 (1.69%) Apache Iceberg
18 24 (1.62%) MySQL
19 19 (1.29%) RDBMS
Development Applications
1 126 (8.53%) Git
2 65 (4.40%) Jenkins
3 55 (3.72%) GitLab
4 34 (2.30%) JIRA
5 19 (1.29%) Jaeger
6 17 (1.15%) Selenium
7 16 (1.08%) Cucumber
7 16 (1.08%) Oracle Forms
8 15 (1.01%) MLflow
9 10 (0.68%) Visual Studio Code
10 9 (0.61%) JMeter
11 8 (0.54%) JUnit
12 7 (0.47%) Locust
12 7 (0.47%) SQL Server Management Studio (SSMS)
13 6 (0.41%) Postman
13 6 (0.41%) SonarQube
14 5 (0.34%) Subversion
14 5 (0.34%) TeamCity
15 4 (0.27%) Eclipse
15 4 (0.27%) LoadRunner
General
1 470 (31.80%) Social Skills
2 348 (23.55%) Finance
3 231 (15.63%) Analytical Skills
4 110 (7.44%) Inclusion and Diversity
5 104 (7.04%) Public Sector
6 95 (6.43%) Banking
7 70 (4.74%) Law
8 61 (4.13%) Retail
9 60 (4.06%) Front Office
10 48 (3.25%) Telecoms
11 38 (2.57%) Marketing
12 37 (2.50%) Organisational Skills
13 33 (2.23%) Legal
14 26 (1.76%) Publishing
15 25 (1.69%) Games
16 22 (1.49%) Documentation Skills
17 21 (1.42%) Financial Institution
18 20 (1.35%) Tech for Good
19 19 (1.29%) Health Technology
19 19 (1.29%) Manufacturing
Job Titles
1 310 (20.97%) Senior
2 309 (20.91%) Developer
3 229 (15.49%) Lead
4 189 (12.79%) Data Engineer
5 155 (10.49%) Software Engineer
6 129 (8.73%) Python Engineer
7 125 (8.46%) Python Developer
8 76 (5.14%) Lead Developer
9 73 (4.94%) Platform Engineer
10 72 (4.87%) Analyst
11 61 (4.13%) AWS Engineer
12 59 (3.99%) Cloud Engineer
13 57 (3.86%) Senior Data Engineer
14 54 (3.65%) Architect
14 54 (3.65%) Full-Stack Developer
14 54 (3.65%) Senior Developer
15 53 (3.59%) DevOps Engineer
16 52 (3.52%) React Developer
17 44 (2.98%) Lead Python Developer
17 44 (2.98%) Software Developer
Libraries, Frameworks & Software Standards
1 170 (11.50%) React
2 102 (6.90%) Kafka
3 97 (6.56%) Node.js
4 84 (5.68%) Django
5 73 (4.94%) REST
6 66 (4.47%) .NET
7 65 (4.40%) PySpark
8 59 (3.99%) RESTful
9 56 (3.79%) gRPC
10 55 (3.72%) PyTorch
11 49 (3.32%) TensorFlow
12 45 (3.04%) JSON
13 44 (2.98%) Flask
13 44 (2.98%) Vue
14 43 (2.91%) FastAPI
15 41 (2.77%) Elastic Stack
16 37 (2.50%) HTML
17 35 (2.37%) SOAP
18 33 (2.23%) CSS
18 33 (2.23%) Web Services
Miscellaneous
1 119 (8.05%) Cloud Native
2 112 (7.58%) Distributed Systems
3 75 (5.07%) Product Ownership
4 66 (4.47%) Algorithms
4 66 (4.47%) Video\Live Streaming
5 64 (4.33%) Data Structures
6 57 (3.86%) Low-Code
7 51 (3.45%) Onboarding
8 50 (3.38%) Over-the-Top Content
9 44 (2.98%) Fixed Income
10 40 (2.71%) Enterprise Software
11 39 (2.64%) Self-Motivation
12 36 (2.44%) Hybrid Cloud
13 31 (2.10%) Data Centre
14 30 (2.03%) Analytical Mindset
15 29 (1.96%) Public Cloud
16 26 (1.76%) Equities
17 25 (1.69%) Legacy Systems
18 23 (1.56%) Private Cloud
19 20 (1.35%) Hedge funds
Operating Systems
1 195 (13.19%) Linux
2 71 (4.80%) Unix
3 61 (4.13%) Windows
4 26 (1.76%) Windows Server
5 10 (0.68%) Red Hat Enterprise Linux
5 10 (0.68%) Ubuntu
6 8 (0.54%) Mac OS
7 6 (0.41%) Debian
8 5 (0.34%) Apple iOS
9 4 (0.27%) Android
9 4 (0.27%) CentOS
10 3 (0.20%) Robot Operating System
10 3 (0.20%) Windows Server 2016
11 2 (0.14%) Oracle Linux
12 1 (0.068%) FreeBSD
12 1 (0.068%) Kali Linux
12 1 (0.068%) OpenBSD
12 1 (0.068%) Solaris
12 1 (0.068%) VMS
Processes & Methodologies
1 555 (37.55%) CI/CD
2 432 (29.23%) Agile
3 404 (27.33%) DevOps
4 381 (25.78%) Software Engineering
5 374 (25.30%) Problem-Solving
6 339 (22.94%) AI
7 273 (18.47%) Mentoring
8 250 (16.91%) Analytics
9 245 (16.58%) Machine Learning
10 241 (16.31%) Continuous Improvement
11 238 (16.10%) Infrastructure as Code
12 235 (15.90%) Containerisation
13 223 (15.09%) Data Science
14 213 (14.41%) Data Pipeline
15 210 (14.21%) Data Modelling
16 192 (12.99%) Data Engineering
17 174 (11.77%) Business Intelligence
18 173 (11.71%) Test Automation
19 169 (11.43%) Coaching
20 165 (11.16%) Full-Stack Development
Programming Languages
1 447 (30.24%) SQL
2 303 (20.50%) Java
3 247 (16.71%) JavaScript
4 183 (12.38%) Go
5 143 (9.68%) TypeScript
6 140 (9.47%) Bash
7 135 (9.13%) PowerShell
8 118 (7.98%) C#
9 89 (6.02%) Scala
10 65 (4.40%) C++
11 45 (3.04%) R
12 32 (2.17%) C
13 23 (1.56%) Apex Code
13 23 (1.56%) PHP
13 23 (1.56%) Shell Script
14 22 (1.49%) T-SQL
15 19 (1.29%) Bicep
15 19 (1.29%) PL/SQL
16 15 (1.01%) VBA
17 11 (0.74%) Perl
Qualifications
1 263 (17.79%) Degree
2 137 (9.27%) Security Cleared
3 105 (7.10%) SC Cleared
4 88 (5.95%) Computer Science Degree
5 60 (4.06%) AWS Certification
6 51 (3.45%) Azure Certification
7 26 (1.76%) Master's Degree
7 26 (1.76%) Microsoft Certification
8 21 (1.42%) DV Cleared
9 19 (1.29%) CEH
9 19 (1.29%) PhD
10 18 (1.22%) AWS Certified Solutions Architect
11 17 (1.15%) TOGAF Certification
12 15 (1.01%) ACCA
12 15 (1.01%) CIMA
13 14 (0.95%) DBS Check
14 12 (0.81%) OSCP
15 10 (0.68%) CREST Certified
16 6 (0.41%) BPSS Clearance
16 6 (0.41%) Numerate Degree
Quality Assurance & Compliance
1 121 (8.19%) Data Quality
2 103 (6.97%) QA
3 53 (3.59%) ISO/IEC 27001
4 27 (1.83%) NIST
5 24 (1.62%) Accessibility
6 19 (1.29%) PCI DSS
7 15 (1.01%) GDPR
8 14 (0.95%) ISO 22301
8 14 (0.95%) SOC 2
9 12 (0.81%) SLA
10 10 (0.68%) GRC
11 5 (0.34%) PMO
11 5 (0.34%) WCAG
12 4 (0.27%) Actionable Recommendations
13 3 (0.20%) EMIR
13 3 (0.20%) ISO 9001
13 3 (0.20%) Software Quality Assurance
14 2 (0.14%) ECSS
14 2 (0.14%) GAAP
14 2 (0.14%) IFRS
System Software
1 295 (19.96%) Docker
2 38 (2.57%) Active Directory
3 25 (1.69%) VMware Infrastructure
4 20 (1.35%) Virtual Machines
5 10 (0.68%) Firmware
6 7 (0.47%) vSphere
7 5 (0.34%) Hyper-V
7 5 (0.34%) Microsoft Virtual Server
7 5 (0.34%) Virtual Servers
8 3 (0.20%) Kamailio
8 3 (0.20%) VMware NSX
9 2 (0.14%) Ceph
9 2 (0.14%) KVM
9 2 (0.14%) Lustre
9 2 (0.14%) Slurm Workload Manager
9 2 (0.14%) Virtual Desktop
9 2 (0.14%) VMware ESXi
10 1 (0.068%) vCloud
10 1 (0.068%) Xen
Systems Management
1 299 (20.23%) Terraform
2 248 (16.78%) Kubernetes
3 116 (7.85%) Ansible
4 85 (5.75%) Grafana
5 66 (4.47%) Prometheus
6 38 (2.57%) Argo
7 20 (1.35%) Single Sign-On
8 19 (1.29%) Kustomize
9 8 (0.54%) Istio
9 8 (0.54%) Proxmox
10 6 (0.41%) Cisco CUCM
10 6 (0.41%) Packer
11 5 (0.34%) AWS Copilot
11 5 (0.34%) Control-M
11 5 (0.34%) FTK
11 5 (0.34%) Kubeflow
11 5 (0.34%) Puppet
11 5 (0.34%) SCCM
12 4 (0.27%) Cilium
12 4 (0.27%) QRadar
Vendors
1 205 (13.87%) Microsoft
2 119 (8.05%) Databricks
3 77 (5.21%) Google
4 63 (4.26%) Oracle
5 55 (3.72%) VMware
6 47 (3.18%) Cisco
7 45 (3.04%) Typelevel
8 42 (2.84%) Salesforce
9 29 (1.96%) Red Hat
10 23 (1.56%) MuleSoft
11 22 (1.49%) Commvault
12 21 (1.42%) Palo Alto
13 20 (1.35%) IBM
14 18 (1.22%) SAP
14 18 (1.22%) Splunk
15 16 (1.08%) Foundry
15 16 (1.08%) Talend
16 15 (1.01%) Aruba
16 15 (1.01%) Informatica
16 15 (1.01%) NetScout