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 20 May 2026, with comparisons to the same periods in the previous two years.

6 months to
20 May 2026
Same period 2025 Same period 2024
Rank 12 10 14
Rank change year-on-year -2 +4 -1
Contract jobs citing Python 4,339 3,189 3,513
As % of all contract jobs in England 10.55% 13.13% 9.65%
As % of the Programming Languages category 39.86% 38.94% 32.26%
Number of daily rates quoted 2,943 2,296 2,561
10th Percentile £363 £388 £388
25th Percentile £425 £450 £468
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% -4.17%
75th Percentile £625 £688 £700
90th Percentile £750 £825 £838
UK median daily rate £523 £550 £560
% change year-on-year -5.00% -1.79% -6.67%
Number of hourly rates quoted 112 46 87
10th Percentile £30.05 £23.88 £22.00
25th Percentile £43.81 £28.18 £42.38
Median hourly rate £55.00 £40.00 £62.50
Median % change year-on-year +37.50% -36.00% -3.85%
75th Percentile £74.00 £58.44 £72.19
90th Percentile £83.75 £76.85 £78.00
UK median hourly rate £55.00 £40.00 £60.00
% change year-on-year +37.50% -33.33% -1.03%

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 10,885 8,189 10,891
As % of all contract IT jobs advertised in England 26.47% 33.72% 29.92%
Number of daily rates quoted 7,190 5,683 7,905
10th Percentile £355 £361 £350
25th Percentile £415 £419 £425
Median daily rate (50th Percentile) £510 £525 £550
Median % change year-on-year -2.86% -4.55% -2.22%
75th Percentile £613 £650 £656
90th Percentile £720 £775 £775
UK median daily rate £500 £520 £530
% change year-on-year -3.85% -1.89% -3.64%
Number of hourly rates quoted 529 210 447
10th Percentile £41.25 £27.40 £37.59
25th Percentile £55.00 £38.40 £50.00
Median hourly rate £65.00 £62.75 £62.50
Median % change year-on-year +3.59% +0.40% -
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.50 £85.10 £80.00
UK median hourly rate £65.00 £62.50 £62.43
% change year-on-year +4.00% +0.12% +2.85%

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 20 May 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 20 May 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 20 May 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 2,480 £550 -5.98% 1,232
North of England +9 705 £485 -0.62% 669
Yorkshire -1 397 £482 -3.60% 238
South East -5 387 £515 +0.34% 776
South West 0 256 £500 -9.09% 296
North West +3 247 £513 +7.89% 313
Midlands -12 236 £485 +7.72% 371
West Midlands -7 180 £482 +1.39% 195
East of England -3 126 £500 - 262
North East +6 70 £475 +5.56% 122
East Midlands -13 55 £495 +17.16% 176
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
1 246 (5.67%) Apache Spark
2 176 (4.06%) Apache Airflow
3 137 (3.16%) Apache
4 110 (2.54%) Confluence
5 43 (0.99%) SAS
6 35 (0.81%) SharePoint
7 33 (0.76%) Jupyter
8 15 (0.35%) Microsoft Exchange
8 15 (0.35%) OpenStack
9 14 (0.32%) Palantir Foundry
10 11 (0.25%) Appian
11 9 (0.21%) IIS
12 8 (0.18%) Apache Superset
13 7 (0.16%) ArcGIS
13 7 (0.16%) Camunda
13 7 (0.16%) CMS
14 6 (0.14%) nginx
15 5 (0.12%) WebSphere
15 5 (0.12%) WebSphere Application Server
16 4 (0.092%) CICS
Applications
1 103 (2.37%) Microsoft Excel
2 25 (0.58%) Chatbot
3 23 (0.53%) Microsoft Office
4 17 (0.39%) MS Visio
4 17 (0.39%) Spreadsheet
5 16 (0.37%) Microsoft PowerPoint
6 7 (0.16%) CPLEX
7 4 (0.092%) Microsoft Project
8 3 (0.069%) LaTeX
9 1 (0.023%) OrCAD
9 1 (0.023%) SPSS
9 1 (0.023%) Weka
9 1 (0.023%) Zemax
Business Applications
1 24 (0.55%) Aladdin
2 14 (0.32%) SAP S/4HANA
3 7 (0.16%) Fidessa
3 7 (0.16%) Remedy ITSM
3 7 (0.16%) SAP IBP
4 5 (0.12%) BambooHR
4 5 (0.12%) Oracle EBS
5 4 (0.092%) Bloomberg AIM
6 3 (0.069%) Oracle ERP
6 3 (0.069%) SimCorp Dimension
7 2 (0.046%) Front Arena
7 2 (0.046%) Global One
7 2 (0.046%) NEC Housing
7 2 (0.046%) NetSuite
7 2 (0.046%) Oracle Assets
7 2 (0.046%) Orchestrade
7 2 (0.046%) Teamcenter
8 1 (0.023%) Advent Geneva
8 1 (0.023%) Odoo
8 1 (0.023%) Sprinklr
Cloud Services
1 1,642 (37.84%) AWS
2 1,492 (34.39%) Azure
3 638 (14.70%) GCP
4 533 (12.28%) GitHub
5 443 (10.21%) Power Platform
6 375 (8.64%) Serverless
7 322 (7.42%) Azure DevOps
8 304 (7.01%) Amazon S3
9 293 (6.75%) GitHub Actions
10 269 (6.20%) AWS Lambda
11 246 (5.67%) Azure Data Factory
12 187 (4.31%) Snowflake
13 153 (3.53%) Azure Synapse Analytics
14 149 (3.43%) AWS CloudFormation
14 149 (3.43%) dbt
15 139 (3.20%) OpenShift
16 119 (2.74%) Amazon EKS
17 99 (2.28%) Amazon CloudWatch
18 98 (2.26%) Amazon ECS
19 96 (2.21%) Amazon EC2
Communications & Networking
1 156 (3.60%) Firewall
2 118 (2.72%) DNS
3 88 (2.03%) Network Security
4 80 (1.84%) TCP/IP
5 77 (1.77%) WAN
6 73 (1.68%) BGP
7 67 (1.54%) VPN
8 49 (1.13%) HTTP
9 46 (1.06%) OSPF
10 38 (0.88%) BIG-IP
11 37 (0.85%) SD-WAN
12 36 (0.83%) VXLAN
13 33 (0.76%) SNMP
14 30 (0.69%) SAN
14 30 (0.69%) Wireshark
15 29 (0.67%) DHCP
15 29 (0.67%) MPLS
15 29 (0.67%) VLAN
16 28 (0.65%) SSL
17 27 (0.62%) LAN
Database & Business Intelligence
1 380 (8.76%) Power BI
2 277 (6.38%) PostgreSQL
3 241 (5.55%) Data Warehouse
4 225 (5.19%) SQL Server
5 201 (4.63%) Data Lake
6 176 (4.06%) Tableau
7 159 (3.66%) NoSQL
8 148 (3.41%) Relational Database
9 134 (3.09%) Metadata
10 125 (2.88%) Delta Lake
11 121 (2.79%) BigQuery
12 115 (2.65%) Big Data
13 100 (2.30%) Amazon Athena
14 97 (2.24%) Amazon Redshift
15 80 (1.84%) MongoDB
16 77 (1.77%) Azure SQL Database
17 76 (1.75%) Amazon RDS
18 66 (1.52%) MySQL
19 63 (1.45%) DynamoDB
20 57 (1.31%) Hadoop
Development Applications
1 519 (11.96%) Git
2 376 (8.67%) Jenkins
3 290 (6.68%) GitLab
4 208 (4.79%) JIRA
5 73 (1.68%) MLflow
6 64 (1.47%) Selenium
7 51 (1.18%) Postman
8 35 (0.81%) Cucumber
9 28 (0.65%) Artifactory
10 27 (0.62%) Cypress.io
11 26 (0.60%) JMeter
12 24 (0.55%) Bitbucket
13 23 (0.53%) Robot Framework
14 21 (0.48%) Maven
14 21 (0.48%) SonarQube
15 20 (0.46%) JUnit
15 20 (0.46%) REST Assured
16 19 (0.44%) Gatling
16 19 (0.44%) Sonatype Nexus
17 18 (0.41%) SpecFlow
General
1 942 (21.71%) Social Skills
2 902 (20.79%) Finance
3 598 (13.78%) Analytical Skills
4 388 (8.94%) Public Sector
5 315 (7.26%) Banking
6 173 (3.99%) Front Office
7 111 (2.56%) Documentation Skills
8 91 (2.10%) Investment Banking
9 62 (1.43%) Marketing
10 56 (1.29%) Inclusion and Diversity
11 52 (1.20%) Retail
12 51 (1.18%) Pharmaceutical
13 44 (1.01%) Telecoms
14 38 (0.88%) Legal
15 33 (0.76%) Influencing Skills
16 31 (0.71%) Financial Institution
16 31 (0.71%) Military
16 31 (0.71%) Publishing
17 27 (0.62%) Manufacturing
18 25 (0.58%) Presentation Skills
Job Titles
1 801 (18.46%) Developer
2 683 (15.74%) Data Engineer
3 629 (14.50%) Senior
4 399 (9.20%) Python Developer
5 300 (6.91%) Lead
6 283 (6.52%) Architect
7 237 (5.46%) DevOps Engineer
8 231 (5.32%) Software Engineer
9 230 (5.30%) Analyst
10 218 (5.02%) Python Engineer
11 199 (4.59%) Artificial Intelligence Engineer
12 182 (4.19%) Data Scientist
13 162 (3.73%) AWS Engineer
14 151 (3.48%) Azure Engineer
15 138 (3.18%) Senior Data Engineer
15 138 (3.18%) Senior Developer
16 125 (2.88%) Data Analyst
17 114 (2.63%) Full-Stack Developer
18 109 (2.51%) Platform Engineer
18 109 (2.51%) Security Engineer
Libraries, Frameworks & Software Standards
1 322 (7.42%) REST
2 320 (7.37%) React
3 304 (7.01%) PySpark
4 293 (6.75%) Kafka
5 194 (4.47%) .NET
6 189 (4.36%) Node.js
7 183 (4.22%) Pandas
8 154 (3.55%) PyTorch
9 145 (3.34%) JSON
10 138 (3.18%) RESTful
11 137 (3.16%) FastAPI
12 111 (2.56%) Django
12 111 (2.56%) TensorFlow
13 107 (2.47%) NumPy
13 107 (2.47%) scikit-learn
14 106 (2.44%) LangChain
15 99 (2.28%) AngularJS
16 95 (2.19%) Flask
16 95 (2.19%) YAML
17 94 (2.17%) LDAP
Miscellaneous
1 460 (10.60%) Cloud Native
2 188 (4.33%) Distributed Systems
3 123 (2.83%) Algorithms
4 113 (2.60%) AI Agents
4 113 (2.60%) Product Ownership
5 107 (2.47%) Data Protection Act
6 106 (2.44%) Equities
7 104 (2.40%) Derivative
8 102 (2.35%) Data Centre
9 101 (2.33%) Fixed Income
10 100 (2.30%) Onboarding
11 99 (2.28%) Data Structures
12 84 (1.94%) Hybrid Cloud
13 81 (1.87%) Enterprise Software
13 81 (1.87%) Legacy Systems
14 77 (1.77%) Management Information System
15 76 (1.75%) Security Posture
16 49 (1.13%) Public Cloud
17 43 (0.99%) Greenfield Project
17 43 (0.99%) Self-Motivation
Operating Systems
1 515 (11.87%) Linux
2 232 (5.35%) Windows
3 178 (4.10%) Unix
4 68 (1.57%) Red Hat Enterprise Linux
5 52 (1.20%) Windows Server
6 33 (0.76%) Ubuntu
7 30 (0.69%) VMS
8 24 (0.55%) AIX
8 24 (0.55%) Android
9 19 (0.44%) Solaris
10 17 (0.39%) Apple iOS
11 16 (0.37%) CentOS
12 14 (0.32%) Mac OS
13 9 (0.21%) Debian
13 9 (0.21%) zOS
14 6 (0.14%) Rocky
15 5 (0.12%) Amazon Linux
15 5 (0.12%) Embedded Linux
16 3 (0.069%) SUSE Linux Enterprise Server
16 3 (0.069%) Windows 7
Processes & Methodologies
1 1,578 (36.37%) CI/CD
2 1,173 (27.03%) DevOps
3 1,006 (23.19%) AI
4 909 (20.95%) Agile
5 908 (20.93%) Analytics
6 809 (18.64%) Problem-Solving
7 735 (16.94%) Data Pipeline
8 723 (16.66%) Infrastructure as Code
9 658 (15.16%) Machine Learning
10 627 (14.45%) Data Engineering
11 615 (14.17%) Data Modelling
12 600 (13.83%) ETL
13 597 (13.76%) Containerisation
14 540 (12.45%) Software Engineering
15 499 (11.50%) Data Science
16 443 (10.21%) Observability
17 440 (10.14%) Business Intelligence
18 432 (9.96%) Test Automation
19 374 (8.62%) LLM
20 352 (8.11%) Migration
Programming Languages
1 1,502 (34.62%) SQL
2 682 (15.72%) Java
3 532 (12.26%) PowerShell
4 475 (10.95%) Bash
5 401 (9.24%) JavaScript
6 300 (6.91%) C#
7 294 (6.78%) TypeScript
8 174 (4.01%) Go
9 152 (3.50%) R
10 131 (3.02%) Scala
11 120 (2.77%) C++
12 97 (2.24%) Shell Script
13 70 (1.61%) Ruby
14 65 (1.50%) Bicep
15 52 (1.20%) Data Analysis Expressions
15 52 (1.20%) PL/SQL
16 49 (1.13%) C
16 49 (1.13%) Perl
17 45 (1.04%) T-SQL
18 43 (0.99%) Groovy
Qualifications
1 968 (22.31%) Security Cleared
2 772 (17.79%) SC Cleared
3 340 (7.84%) Degree
4 151 (3.48%) Computer Science Degree
5 132 (3.04%) DV Cleared
6 98 (2.26%) BPSS Clearance
7 94 (2.17%) Azure Certification
8 71 (1.64%) CISSP
9 67 (1.54%) Master's Degree
10 66 (1.52%) AWS Certification
11 56 (1.29%) Cisco Certification
12 37 (0.85%) CCNP
13 36 (0.83%) CISM
13 36 (0.83%) PhD
14 28 (0.65%) VMware Certified Professional (VCP)
15 27 (0.62%) Microsoft Certification
16 21 (0.48%) ISTQB
17 19 (0.44%) AWS Certified Solutions Architect
17 19 (0.44%) CCIE
18 17 (0.39%) Microsoft Certified Professional
Quality Assurance & Compliance
1 443 (10.21%) Data Quality
2 181 (4.17%) QA
3 141 (3.25%) GDPR
4 84 (1.94%) NIST
5 81 (1.87%) ISO/IEC 27001
6 54 (1.24%) Accessibility
7 29 (0.67%) Sarbanes-Oxley
8 27 (0.62%) SLA
9 23 (0.53%) HIPAA
9 23 (0.53%) PCI DSS
10 16 (0.37%) WCAG
11 14 (0.32%) Actionable Recommendations
11 14 (0.32%) NCSC
12 10 (0.23%) Cyber Essentials
13 9 (0.21%) ISO 20022
14 8 (0.18%) California Consumer Privacy Act
14 8 (0.18%) SOC 2
15 7 (0.16%) GRC
16 6 (0.14%) MiFID
16 6 (0.14%) PSD2
System Software
1 680 (15.67%) Docker
2 134 (3.09%) Active Directory
3 75 (1.73%) VMware Infrastructure
4 61 (1.41%) Virtual Machines
5 33 (0.76%) VMware NSX
6 31 (0.71%) vSphere
7 28 (0.65%) Firmware
8 19 (0.44%) Hyper-V
9 15 (0.35%) KVM
10 12 (0.28%) NFS
10 12 (0.28%) VMware ESXi
11 10 (0.23%) Squid
12 8 (0.18%) HDFS
12 8 (0.18%) Virtual Desktop
13 6 (0.14%) Oracle RAC
14 5 (0.12%) Ceph
15 4 (0.092%) Active Directory Lightweight Directory Services
15 4 (0.092%) SRDF
16 3 (0.069%) Postfix
16 3 (0.069%) Varnish
Systems Management
1 885 (20.40%) Terraform
2 799 (18.41%) Kubernetes
3 443 (10.21%) Ansible
4 256 (5.90%) Grafana
5 220 (5.07%) Prometheus
6 65 (1.50%) Puppet
7 52 (1.20%) Argo
8 38 (0.88%) Istio
9 33 (0.76%) Kibana
10 29 (0.67%) vCenter Server
11 26 (0.60%) Nessus
11 26 (0.60%) Progress Chef
12 24 (0.55%) Control-M
13 23 (0.53%) Nagios
14 20 (0.46%) vRealize
14 20 (0.46%) ZABBIX
15 17 (0.39%) HAProxy
15 17 (0.39%) IBM Guardium
15 17 (0.39%) Rancher
15 17 (0.39%) Tivoli
Vendors
1 510 (11.75%) Microsoft
2 472 (10.88%) Databricks
3 210 (4.84%) Google
4 204 (4.70%) Oracle
5 188 (4.33%) Splunk
6 126 (2.90%) VMware
7 107 (2.47%) Red Hat
8 105 (2.42%) OpenAI
9 92 (2.12%) Cisco
10 88 (2.03%) ServiceNow
11 80 (1.84%) CyberArk
12 72 (1.66%) BeyondTrust
13 67 (1.54%) Dynatrace
14 63 (1.45%) F5
15 62 (1.43%) Palo Alto
16 51 (1.18%) IBM
17 50 (1.15%) Foundry
17 50 (1.15%) Informatica
18 44 (1.01%) SAP
19 40 (0.92%) Arista