Python Contract Job Trends in England

Python
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring Python skills. It covers contract job vacancies from the 6 months leading up to 12 September 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 11
Rank change year-on-year -3 +1 +1
Contract jobs citing Python 4,839 3,650 3,596
As % of all contract jobs in England 10.44% 13.12% 10.90%
As % of the Programming Languages category 40.22% 40.03% 33.72%
Number of daily rates quoted 3,165 2,457 2,583
10th Percentile £375 £362 £373
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £538 £600
Median % change year-on-year +2.33% -10.34% -0.08%
75th Percentile £650 £660 £725
90th Percentile £750 £800 £850
UK median daily rate £537 £525 £575
% change year-on-year +2.33% -8.70% -4.17%
Number of hourly rates quoted 126 75 88
10th Percentile £35.07 £31.39 £24.28
25th Percentile £45.63 £36.13 £46.23
Median hourly rate £64.99 £50.00 £68.75
Median % change year-on-year +29.98% -27.27% +5.77%
75th Percentile £82.25 £58.88 £72.41
90th Percentile £92.11 £84.18 £79.13
UK median hourly rate £63.14 £50.00 £62.25
% change year-on-year +26.27% -19.68% -4.23%

All Programming Languages
England

Python falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring coding skills in England.

Contract vacancies with a requirement for coding skills 12,031 9,119 10,664
As % of all contract IT jobs advertised in England 25.96% 32.78% 32.33%
Number of daily rates quoted 7,777 6,184 7,380
10th Percentile £363 £346 £353
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £513 £550
Median % change year-on-year +2.44% -6.82% -
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £520 £501 £525
% change year-on-year +3.90% -4.67% -4.55%
Number of hourly rates quoted 504 265 304
10th Percentile £28.50 £31.25 £30.73
25th Percentile £51.25 £42.25 £50.72
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +3.17%
75th Percentile £70.13 £68.00 £70.00
90th Percentile £81.58 £80.00 £80.00
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +4.00%

Python
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings citing Python relative to all contract IT jobs advertised in England.

Python job vacancy trend in England

Python
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Python.

Contractor daily rate distribution trend for jobs in England citing Python

Python
Daily Rate Histogram in England

Daily rate distribution for jobs citing Python in England over the 6 months to 12 September 2026.

Daily rate histogram for Python in England

Python
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing Python.

Contractor hourly rate distribution trend for jobs in England citing Python

Python
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Python in England over the 6 months to 12 September 2026.

Hourly rate histogram for Python in England

Python
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Python within the England region over the 6 months to 12 September 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London -3 2,860 £575 - 3,909
North of England +1 741 £500 +5.26% 615
South East -6 456 £538 +7.50% 798
Yorkshire -1 381 £500 - 216
South West -2 283 £550 - 402
North West -2 282 £525 +11.94% 314
Midlands -20 228 £500 +5.26% 298
West Midlands -20 182 £500 - 151
East of England -9 152 £500 -4.76% 412
North East -4 90 £425 -2.86% 88
East Midlands -16 46 £469 +12.95% 146
Python
UK

Python
Co-Occurring Skills & Capabilities in England 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
1 262 (5.41%) Apache Airflow
2 238 (4.92%) Apache Spark
3 192 (3.97%) Apache
4 140 (2.89%) Confluence
5 53 (1.10%) Jupyter
6 49 (1.01%) SharePoint
7 33 (0.68%) SAS
8 28 (0.58%) OpenStack
9 22 (0.45%) ArcGIS
10 20 (0.41%) IIS
10 20 (0.41%) nginx
10 20 (0.41%) Palantir Foundry
11 7 (0.14%) CMS
11 7 (0.14%) Tomcat
12 6 (0.12%) Apache Superset
12 6 (0.12%) Microsoft Exchange
12 6 (0.12%) WebSphere
13 5 (0.10%) Apache Solr
13 5 (0.10%) Camunda
13 5 (0.10%) Oracle SOA Suite
Applications
1 99 (2.05%) Microsoft Excel
2 29 (0.60%) Chatbot
3 23 (0.48%) Microsoft Office
4 18 (0.37%) CPLEX
4 18 (0.37%) Spreadsheet
5 16 (0.33%) Microsoft PowerPoint
6 12 (0.25%) MS Visio
7 2 (0.041%) Microsoft Project
7 2 (0.041%) Navisworks
7 2 (0.041%) Revit
8 1 (0.021%) Adobe Creative Suite
8 1 (0.021%) CINEMA 4D
8 1 (0.021%) Houdini
8 1 (0.021%) Mozilla Thunderbird
8 1 (0.021%) OrCAD
8 1 (0.021%) Simulink
8 1 (0.021%) SPSS
8 1 (0.021%) Weka
8 1 (0.021%) Zemax
Business Applications
1 18 (0.37%) Remedy ITSM
1 18 (0.37%) SAP S/4HANA
2 17 (0.35%) Aladdin
3 8 (0.17%) Dynamics CRM
3 8 (0.17%) Front Arena
3 8 (0.17%) Remedy AR System
4 7 (0.14%) SAP IBP
5 6 (0.12%) Oracle EBS
5 6 (0.12%) Summit
6 5 (0.10%) NetSuite
6 5 (0.10%) Sage X3
7 4 (0.083%) Oracle ERP
7 4 (0.083%) Salesforce CRM
8 3 (0.062%) Endur
8 3 (0.062%) Payment Gateway
8 3 (0.062%) Teamcenter
9 2 (0.041%) Global One
9 2 (0.041%) Oracle Assets
9 2 (0.041%) SimCorp Dimension
9 2 (0.041%) Workday HCM
Cloud Services
1 1,820 (37.61%) AWS
2 1,662 (34.35%) Azure
3 732 (15.13%) GCP
4 623 (12.87%) GitHub
5 425 (8.78%) Power Platform
6 423 (8.74%) Serverless
7 386 (7.98%) Azure DevOps
8 382 (7.89%) GitHub Actions
9 331 (6.84%) Amazon S3
10 308 (6.36%) AWS Lambda
11 277 (5.72%) Snowflake
12 211 (4.36%) dbt
13 202 (4.17%) Azure Data Factory
14 155 (3.20%) Amazon CloudWatch
15 145 (3.00%) AWS CloudFormation
16 138 (2.85%) Amazon EKS
17 133 (2.75%) Entra ID
18 117 (2.42%) Amazon EC2
18 117 (2.42%) Azure Synapse Analytics
19 113 (2.34%) SaaS
Communications & Networking
1 259 (5.35%) Firewall
2 180 (3.72%) DNS
3 145 (3.00%) TCP/IP
4 129 (2.67%) Network Security
5 118 (2.44%) BGP
6 114 (2.36%) VPN
7 107 (2.21%) WAN
8 77 (1.59%) DHCP
9 68 (1.41%) OSPF
10 64 (1.32%) SD-WAN
11 53 (1.10%) VLAN
12 52 (1.07%) BIG-IP
13 48 (0.99%) HTTP
14 47 (0.97%) VXLAN
15 46 (0.95%) F5 BIG-IP LTM
16 44 (0.91%) SSL
17 38 (0.79%) Ethernet VPN
18 35 (0.72%) MPLS
18 35 (0.72%) Wireless
19 34 (0.70%) SNMP
Database & Business Intelligence
1 383 (7.91%) Power BI
2 292 (6.03%) Data Warehouse
3 276 (5.70%) PostgreSQL
4 192 (3.97%) SQL Server
5 185 (3.82%) Metadata
6 169 (3.49%) Tableau
7 168 (3.47%) Relational Database
8 156 (3.22%) Data Lake
9 151 (3.12%) BigQuery
10 148 (3.06%) NoSQL
11 114 (2.36%) Delta Lake
12 112 (2.31%) Amazon Redshift
12 112 (2.31%) Big Data
13 111 (2.29%) Amazon RDS
14 107 (2.21%) Amazon Athena
15 93 (1.92%) MongoDB
16 88 (1.82%) DynamoDB
17 78 (1.61%) MySQL
18 63 (1.30%) Redis
19 50 (1.03%) Snowflake Schema
Development Applications
1 656 (13.56%) Git
2 419 (8.66%) Jenkins
3 394 (8.14%) GitLab
4 253 (5.23%) JIRA
5 92 (1.90%) Selenium
6 46 (0.95%) Postman
6 46 (0.95%) SonarQube
7 45 (0.93%) JMeter
8 43 (0.89%) MLflow
9 37 (0.76%) Bitbucket
10 34 (0.70%) Artifactory
10 34 (0.70%) Claude Code
11 29 (0.60%) Cucumber
12 28 (0.58%) Maven
13 26 (0.54%) Gatling
13 26 (0.54%) Sonatype Nexus
14 24 (0.50%) Cypress.io
15 23 (0.48%) LoadRunner
16 22 (0.45%) REST Assured
17 17 (0.35%) Atlassian Bamboo
General
1 1,127 (23.29%) Social Skills
2 1,069 (22.09%) Finance
3 743 (15.35%) Analytical Skills
4 471 (9.73%) Public Sector
5 404 (8.35%) Banking
6 162 (3.35%) Front Office
7 109 (2.25%) Investment Banking
8 101 (2.09%) Retail
9 93 (1.92%) Inclusion and Diversity
10 85 (1.76%) Marketing
11 84 (1.74%) Documentation Skills
12 73 (1.51%) Telecoms
13 51 (1.05%) Aerospace
14 50 (1.03%) Military
15 47 (0.97%) Pharmaceutical
16 43 (0.89%) Law
17 39 (0.81%) Financial Institution
18 38 (0.79%) Influencing Skills
18 38 (0.79%) Legal
19 37 (0.76%) Publishing
Job Titles
1 833 (17.21%) Senior
2 753 (15.56%) Developer
3 708 (14.63%) Data Engineer
4 437 (9.03%) Lead
5 390 (8.06%) Python Developer
6 302 (6.24%) Python Engineer
7 293 (6.05%) DevOps Engineer
8 262 (5.41%) Analyst
9 245 (5.06%) Artificial Intelligence Engineer
10 243 (5.02%) Software Engineer
11 232 (4.79%) Architect
12 184 (3.80%) AWS Engineer
13 167 (3.45%) Senior Developer
14 165 (3.41%) Senior Data Engineer
15 159 (3.29%) Data Scientist
16 157 (3.24%) Cloud Engineer
17 154 (3.18%) Platform Engineer
18 143 (2.96%) Azure Engineer
19 130 (2.69%) Network Engineer
20 126 (2.60%) Data Analyst
Libraries, Frameworks & Software Standards
1 1,187 (24.53%) Terraform
2 432 (8.93%) REST
3 335 (6.92%) PySpark
4 311 (6.43%) Kafka
5 272 (5.62%) React
6 231 (4.77%) .NET
7 182 (3.76%) Django
8 179 (3.70%) JSON
9 174 (3.60%) FastAPI
10 163 (3.37%) RESTful
11 146 (3.02%) Pandas
12 138 (2.85%) Node.js
13 124 (2.56%) LangChain
14 120 (2.48%) pytest
15 106 (2.19%) Flask
16 104 (2.15%) HTML
17 100 (2.07%) OAuth
18 95 (1.96%) PyTorch
19 94 (1.94%) YAML
20 90 (1.86%) CSS
Miscellaneous
1 686 (14.18%) Cloud Native
2 263 (5.44%) Distributed Systems
3 226 (4.67%) AI Agents
4 200 (4.13%) Onboarding
5 143 (2.96%) Product Ownership
6 142 (2.93%) Data Centre
7 124 (2.56%) Data Structures
8 122 (2.52%) Legacy Systems
9 117 (2.42%) Algorithms
10 112 (2.31%) Hybrid Cloud
11 91 (1.88%) Management Information System
12 89 (1.84%) Data Protection Act
12 89 (1.84%) Enterprise Software
13 86 (1.78%) Derivative
14 77 (1.59%) Security Posture
15 74 (1.53%) Equities
16 64 (1.32%) Public Cloud
17 61 (1.26%) PKI
18 57 (1.18%) Self-Motivation
19 56 (1.16%) Fixed Income
Operating Systems
1 648 (13.39%) Linux
2 307 (6.34%) Windows
3 208 (4.30%) Unix
4 139 (2.87%) Red Hat Enterprise Linux
5 80 (1.65%) Windows Server
6 43 (0.89%) Ubuntu
7 32 (0.66%) VMS
8 20 (0.41%) CentOS
9 19 (0.39%) AIX
10 16 (0.33%) Solaris
11 15 (0.31%) Android
12 9 (0.19%) Apple iOS
13 8 (0.17%) Amazon Linux
13 8 (0.17%) Mac OS
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
13 8 (0.17%) zOS
14 6 (0.12%) Embedded Linux
14 6 (0.12%) Rocky
15 5 (0.10%) Debian
Processes & Methodologies
1 1,975 (40.81%) CI/CD
2 1,420 (29.34%) DevOps
3 1,310 (27.07%) AI
4 1,085 (22.42%) Agile
5 1,065 (22.01%) Infrastructure as Code
6 983 (20.31%) Analytics
7 863 (17.83%) Data Pipeline
8 800 (16.53%) Problem-Solving
9 782 (16.16%) Software Engineering
10 719 (14.86%) Machine Learning
11 718 (14.84%) Data Engineering
12 672 (13.89%) Containerisation
13 636 (13.14%) Data Modelling
14 620 (12.81%) Observability
15 560 (11.57%) Test Automation
16 556 (11.49%) Continuous Improvement
17 555 (11.47%) ETL
18 517 (10.68%) Validation
19 497 (10.27%) Data Science
20 469 (9.69%) Platform Engineering
Programming Languages
1 1,634 (33.77%) SQL
2 720 (14.88%) Java
3 691 (14.28%) PowerShell
4 670 (13.85%) Bash
5 385 (7.96%) JavaScript
6 306 (6.32%) TypeScript
7 284 (5.87%) C#
8 170 (3.51%) Go
9 135 (2.79%) R
10 123 (2.54%) Shell Script
11 120 (2.48%) Bicep
12 116 (2.40%) C++
13 110 (2.27%) Scala
14 72 (1.49%) Perl
15 56 (1.16%) Data Analysis Expressions
16 54 (1.12%) Groovy
17 51 (1.05%) Rust
18 49 (1.01%) C
18 49 (1.01%) PL/SQL
19 45 (0.93%) Ruby
Qualifications
1 1,175 (24.28%) Security Cleared
2 945 (19.53%) SC Cleared
3 384 (7.94%) Degree
4 218 (4.51%) DV Cleared
5 142 (2.93%) Computer Science Degree
6 137 (2.83%) Azure Certification
7 123 (2.54%) AWS Certification
8 92 (1.90%) BPSS Clearance
8 92 (1.90%) CISSP
9 80 (1.65%) Cisco Certification
10 60 (1.24%) Master's Degree
11 46 (0.95%) Microsoft Certification
12 40 (0.83%) CCNP
13 34 (0.70%) PhD
14 33 (0.68%) VMware Certified Professional (VCP)
15 32 (0.66%) CISM
16 29 (0.60%) AWS Certified Solutions Architect
17 26 (0.54%) CCIE
18 24 (0.50%) DBS Check
19 23 (0.48%) ISTQB
Quality Assurance & Compliance
1 544 (11.24%) Data Quality
2 269 (5.56%) QA
3 108 (2.23%) NIST
4 95 (1.96%) ISO/IEC 27001
5 90 (1.86%) GDPR
6 74 (1.53%) Accessibility
7 34 (0.70%) SLA
8 33 (0.68%) Actionable Recommendations
9 29 (0.60%) NCSC
10 26 (0.54%) WCAG
11 23 (0.48%) PCI DSS
12 20 (0.41%) Sarbanes-Oxley
13 16 (0.33%) SOC 2
14 13 (0.27%) HIPAA
15 10 (0.21%) ISO 20022
16 8 (0.17%) Cyber Essentials
17 6 (0.12%) California Consumer Privacy Act
17 6 (0.12%) MiFID
17 6 (0.12%) NIST 800
18 5 (0.10%) HL7
System Software
1 833 (17.21%) Docker
2 155 (3.20%) Active Directory
3 114 (2.36%) VMware Infrastructure
4 60 (1.24%) Virtual Machines
5 46 (0.95%) Hyper-V
6 34 (0.70%) VMware NSX
7 33 (0.68%) vSphere
8 21 (0.43%) Firmware
9 20 (0.41%) VMware ESXi
10 19 (0.39%) NFS
11 12 (0.25%) Oracle RAC
12 10 (0.21%) Squid
12 10 (0.21%) Virtual Desktop
13 7 (0.14%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) PowerHA
14 5 (0.10%) Slurm Workload Manager
15 4 (0.083%) Ceph
15 4 (0.083%) Dovecot
15 4 (0.083%) HDFS
Systems Management
1 954 (19.71%) Kubernetes
2 564 (11.66%) Ansible
3 273 (5.64%) Grafana
4 204 (4.22%) Prometheus
5 77 (1.59%) Puppet
6 69 (1.43%) Progress Chef
7 60 (1.24%) Argo
8 33 (0.68%) Single Sign-On
9 26 (0.54%) Control-M
10 24 (0.50%) Istio
10 24 (0.50%) Kibana
11 23 (0.48%) Microsoft Intune
12 21 (0.43%) ZABBIX
13 20 (0.41%) vCenter Server
14 19 (0.39%) Nagios
14 19 (0.39%) Packer
14 19 (0.39%) vRealize
15 18 (0.37%) FortiGate
16 17 (0.35%) HAProxy
17 16 (0.33%) ITRS Geneos
Vendors
1 634 (13.10%) Microsoft
2 499 (10.31%) Databricks
3 308 (6.36%) Google
4 208 (4.30%) Oracle
5 188 (3.89%) Splunk
6 151 (3.12%) VMware
7 135 (2.79%) Cisco
8 133 (2.75%) OpenAI
9 113 (2.34%) ServiceNow
10 93 (1.92%) Red Hat
11 91 (1.88%) Dynatrace
12 82 (1.69%) F5
13 81 (1.67%) Palo Alto
14 76 (1.57%) IBM
15 70 (1.45%) Fortinet
16 66 (1.36%) Foundry
17 64 (1.32%) CyberArk
18 61 (1.26%) Informatica
19 60 (1.24%) SAP
20 50 (1.03%) Salesforce