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

6 months to
25 May 2026
Same period 2025 Same period 2024
Rank 13 10 14
Rank change year-on-year -3 +4 -1
Contract jobs citing Python 4,359 3,183 3,555
As % of all contract jobs in England 10.53% 13.28% 9.74%
As % of the Programming Languages category 39.88% 39.17% 32.35%
Number of daily rates quoted 2,934 2,297 2,609
10th Percentile £363 £385 £388
25th Percentile £425 £450 £465
Median daily rate (50th Percentile) £525 £550 £573
Median % change year-on-year -4.55% -3.93% -4.58%
75th Percentile £625 £688 £700
90th Percentile £750 £825 £838
UK median daily rate £521 £550 £560
% change year-on-year -5.27% -1.79% -6.67%
Number of hourly rates quoted 113 47 90
10th Percentile £28.80 £25.25 £21.97
25th Percentile £43.81 £31.05 £43.42
Median hourly rate £55.00 £40.00 £63.75
Median % change year-on-year +37.50% -37.25% -1.92%
75th Percentile £73.00 £56.25 £72.34
90th Percentile £83.75 £76.48 £77.63
UK median hourly rate £54.00 £40.00 £60.00
% change year-on-year +35.00% -33.33% -7.69%

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 10,931 8,126 10,988
As % of all contract IT jobs advertised in England 26.41% 33.90% 30.10%
Number of daily rates quoted 7,180 5,652 7,990
10th Percentile £356 £360 £350
25th Percentile £417 £414 £425
Median daily rate (50th Percentile) £512 £525 £549
Median % change year-on-year -2.45% -4.37% -2.40%
75th Percentile £613 £650 £650
90th Percentile £725 £775 £775
UK median daily rate £500 £518 £525
% change year-on-year -3.38% -1.43% -4.55%
Number of hourly rates quoted 528 189 454
10th Percentile £38.95 £28.14 £37.51
25th Percentile £54.55 £36.00 £49.28
Median hourly rate £65.00 £62.00 £62.50
Median % change year-on-year +4.84% -0.80% -
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.50 £85.00 £79.04
UK median hourly rate £65.00 £57.50 £62.50
% change year-on-year +13.04% -8.00% -

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 25 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 25 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 25 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 2,500 £550 -5.98% 1,044
North of England +9 710 £485 -0.87% 457
Yorkshire +1 403 £485 -3.10% 132
South East -7 391 £525 +3.19% 522
South West +2 252 £500 -9.09% 216
North West -3 243 £500 +5.26% 255
Midlands -12 234 £488 +8.33% 213
West Midlands -11 181 £482 +7.03% 104
East of England -9 129 £500 -0.25% 170
North East +5 72 £475 +5.56% 74
East Midlands -11 52 £497 +16.82% 108
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
1 239 (5.48%) Apache Spark
2 186 (4.27%) Apache Airflow
3 140 (3.21%) Apache
4 112 (2.57%) Confluence
5 42 (0.96%) SAS
6 37 (0.85%) SharePoint
7 34 (0.78%) Jupyter
8 15 (0.34%) Microsoft Exchange
9 14 (0.32%) OpenStack
10 13 (0.30%) Palantir Foundry
11 11 (0.25%) Appian
12 10 (0.23%) IIS
13 8 (0.18%) Apache Superset
13 8 (0.18%) ArcGIS
14 7 (0.16%) Camunda
14 7 (0.16%) CMS
14 7 (0.16%) nginx
15 5 (0.11%) WebSphere
15 5 (0.11%) WebSphere Application Server
16 4 (0.092%) CICS
Applications
1 106 (2.43%) Microsoft Excel
2 27 (0.62%) Chatbot
3 23 (0.53%) Microsoft Office
4 19 (0.44%) MS Visio
5 17 (0.39%) Microsoft PowerPoint
5 17 (0.39%) Spreadsheet
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 16 (0.37%) SAP S/4HANA
3 7 (0.16%) Remedy ITSM
3 7 (0.16%) SAP IBP
4 6 (0.14%) Fidessa
5 5 (0.11%) BambooHR
5 5 (0.11%) Oracle EBS
6 3 (0.069%) 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%) Endur
8 1 (0.023%) Oracle Applications
8 1 (0.023%) SAP APO
Cloud Services
1 1,643 (37.69%) AWS
2 1,497 (34.34%) Azure
3 636 (14.59%) GCP
4 533 (12.23%) GitHub
5 447 (10.25%) Power Platform
6 369 (8.47%) Serverless
7 323 (7.41%) Azure DevOps
8 306 (7.02%) Amazon S3
9 292 (6.70%) GitHub Actions
10 265 (6.08%) AWS Lambda
11 244 (5.60%) Azure Data Factory
12 192 (4.40%) Snowflake
13 154 (3.53%) Azure Synapse Analytics
14 151 (3.46%) dbt
15 144 (3.30%) AWS CloudFormation
16 140 (3.21%) OpenShift
17 121 (2.78%) Amazon EKS
18 100 (2.29%) Amazon CloudWatch
19 98 (2.25%) Amazon EC2
20 95 (2.18%) Amazon ECS
Communications & Networking
1 161 (3.69%) Firewall
2 121 (2.78%) DNS
3 90 (2.06%) Network Security
4 80 (1.84%) TCP/IP
5 78 (1.79%) WAN
6 75 (1.72%) BGP
7 69 (1.58%) VPN
8 48 (1.10%) HTTP
8 48 (1.10%) OSPF
9 42 (0.96%) BIG-IP
10 38 (0.87%) VXLAN
11 35 (0.80%) SD-WAN
12 32 (0.73%) SSL
13 31 (0.71%) SAN
13 31 (0.71%) SNMP
14 29 (0.67%) DHCP
14 29 (0.67%) Ethernet VPN
14 29 (0.67%) MPLS
14 29 (0.67%) VLAN
15 28 (0.64%) LAN
Database & Business Intelligence
1 382 (8.76%) Power BI
2 278 (6.38%) PostgreSQL
3 242 (5.55%) Data Warehouse
4 228 (5.23%) SQL Server
5 202 (4.63%) Data Lake
6 176 (4.04%) Tableau
7 152 (3.49%) NoSQL
8 149 (3.42%) Relational Database
9 134 (3.07%) Metadata
10 128 (2.94%) Delta Lake
11 121 (2.78%) BigQuery
12 111 (2.55%) Big Data
13 100 (2.29%) Amazon Athena
14 95 (2.18%) Amazon Redshift
15 81 (1.86%) MongoDB
16 73 (1.67%) Amazon RDS
17 72 (1.65%) Azure SQL Database
18 66 (1.51%) MySQL
19 63 (1.45%) DynamoDB
20 58 (1.33%) Snowflake Schema
Development Applications
1 508 (11.65%) Git
2 379 (8.69%) Jenkins
3 295 (6.77%) GitLab
4 215 (4.93%) JIRA
5 70 (1.61%) MLflow
6 65 (1.49%) Selenium
7 54 (1.24%) Postman
8 35 (0.80%) Cucumber
9 28 (0.64%) Cypress.io
9 28 (0.64%) JMeter
10 27 (0.62%) Artifactory
11 25 (0.57%) Bitbucket
12 23 (0.53%) Robot Framework
13 22 (0.50%) SonarQube
14 21 (0.48%) Maven
14 21 (0.48%) REST Assured
15 20 (0.46%) JUnit
16 19 (0.44%) Gatling
16 19 (0.44%) Sonatype Nexus
17 18 (0.41%) SpecFlow
General
1 941 (21.59%) Social Skills
2 918 (21.06%) Finance
3 598 (13.72%) Analytical Skills
4 385 (8.83%) Public Sector
5 325 (7.46%) Banking
6 173 (3.97%) Front Office
7 109 (2.50%) Documentation Skills
8 98 (2.25%) Investment Banking
9 61 (1.40%) Marketing
10 58 (1.33%) Inclusion and Diversity
11 52 (1.19%) Retail
12 50 (1.15%) Pharmaceutical
13 41 (0.94%) Legal
13 41 (0.94%) Telecoms
14 33 (0.76%) Influencing Skills
14 33 (0.76%) Publishing
15 32 (0.73%) Financial Institution
16 30 (0.69%) Military
17 27 (0.62%) Manufacturing
18 25 (0.57%) Presentation Skills
Job Titles
1 793 (18.19%) Developer
2 689 (15.81%) Data Engineer
3 632 (14.50%) Senior
4 395 (9.06%) Python Developer
5 309 (7.09%) Lead
6 282 (6.47%) Architect
7 237 (5.44%) DevOps Engineer
8 233 (5.35%) Analyst
9 232 (5.32%) Software Engineer
10 219 (5.02%) Python Engineer
11 203 (4.66%) Artificial Intelligence Engineer
12 180 (4.13%) Data Scientist
13 165 (3.79%) AWS Engineer
14 144 (3.30%) Azure Engineer
15 137 (3.14%) Senior Developer
16 136 (3.12%) Senior Data Engineer
17 128 (2.94%) Data Analyst
18 114 (2.62%) Full-Stack Developer
19 109 (2.50%) Security Engineer
20 108 (2.48%) Platform Engineer
Libraries, Frameworks & Software Standards
1 324 (7.43%) REST
2 323 (7.41%) React
3 305 (7.00%) PySpark
4 287 (6.58%) Kafka
5 192 (4.40%) .NET
6 186 (4.27%) Node.js
7 183 (4.20%) Pandas
8 153 (3.51%) PyTorch
9 149 (3.42%) JSON
10 137 (3.14%) RESTful
11 136 (3.12%) FastAPI
12 111 (2.55%) Django
12 111 (2.55%) TensorFlow
13 107 (2.45%) LangChain
14 106 (2.43%) scikit-learn
15 103 (2.36%) NumPy
16 99 (2.27%) AngularJS
17 95 (2.18%) YAML
18 93 (2.13%) Flask
18 93 (2.13%) LDAP
Miscellaneous
1 470 (10.78%) Cloud Native
2 190 (4.36%) Distributed Systems
3 122 (2.80%) Algorithms
4 115 (2.64%) AI Agents
4 115 (2.64%) Product Ownership
5 107 (2.45%) Data Centre
5 107 (2.45%) Data Protection Act
6 106 (2.43%) Equities
7 103 (2.36%) Derivative
8 102 (2.34%) Onboarding
9 99 (2.27%) Data Structures
9 99 (2.27%) Fixed Income
10 84 (1.93%) Legacy Systems
11 83 (1.90%) Hybrid Cloud
12 81 (1.86%) Enterprise Software
13 77 (1.77%) Management Information System
14 76 (1.74%) Security Posture
15 48 (1.10%) Public Cloud
16 46 (1.06%) Greenfield Project
17 43 (0.99%) Self-Motivation
Operating Systems
1 515 (11.81%) Linux
2 235 (5.39%) Windows
3 179 (4.11%) Unix
4 73 (1.67%) Red Hat Enterprise Linux
5 53 (1.22%) Windows Server
6 35 (0.80%) Ubuntu
7 29 (0.67%) VMS
8 24 (0.55%) AIX
9 23 (0.53%) Android
10 19 (0.44%) Solaris
11 17 (0.39%) CentOS
12 16 (0.37%) Apple iOS
13 13 (0.30%) Mac OS
14 9 (0.21%) zOS
15 8 (0.18%) Debian
16 6 (0.14%) Rocky
17 5 (0.11%) Amazon Linux
18 4 (0.092%) Embedded Linux
19 3 (0.069%) Oracle Linux
19 3 (0.069%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,592 (36.52%) CI/CD
2 1,180 (27.07%) DevOps
3 1,022 (23.45%) AI
4 913 (20.95%) Agile
5 910 (20.88%) Analytics
6 795 (18.24%) Problem-Solving
7 741 (17.00%) Data Pipeline
8 735 (16.86%) Infrastructure as Code
9 656 (15.05%) Machine Learning
10 625 (14.34%) Data Engineering
11 611 (14.02%) Data Modelling
12 600 (13.76%) ETL
13 584 (13.40%) Containerisation
14 548 (12.57%) Software Engineering
15 498 (11.42%) Data Science
16 444 (10.19%) Observability
17 441 (10.12%) Business Intelligence
18 440 (10.09%) Test Automation
19 380 (8.72%) LLM
20 358 (8.21%) Migration
Programming Languages
1 1,507 (34.57%) SQL
2 679 (15.58%) Java
3 535 (12.27%) PowerShell
4 474 (10.87%) Bash
5 396 (9.08%) JavaScript
6 300 (6.88%) TypeScript
7 294 (6.74%) C#
8 176 (4.04%) Go
9 151 (3.46%) R
10 125 (2.87%) Scala
11 116 (2.66%) C++
12 94 (2.16%) Shell Script
13 65 (1.49%) Bicep
13 65 (1.49%) Ruby
14 52 (1.19%) Data Analysis Expressions
14 52 (1.19%) PL/SQL
15 51 (1.17%) Perl
16 49 (1.12%) C
17 45 (1.03%) T-SQL
18 43 (0.99%) Groovy
Qualifications
1 963 (22.09%) Security Cleared
2 773 (17.73%) SC Cleared
3 341 (7.82%) Degree
4 149 (3.42%) Computer Science Degree
5 128 (2.94%) DV Cleared
6 92 (2.11%) BPSS Clearance
7 91 (2.09%) Azure Certification
8 73 (1.67%) CISSP
9 65 (1.49%) Master's Degree
10 64 (1.47%) AWS Certification
11 57 (1.31%) Cisco Certification
12 38 (0.87%) CCNP
13 37 (0.85%) CISM
14 35 (0.80%) PhD
15 28 (0.64%) VMware Certified Professional (VCP)
16 27 (0.62%) Microsoft Certification
17 23 (0.53%) ISTQB
18 20 (0.46%) CCIE
19 18 (0.41%) AWS Certified Solutions Architect
20 17 (0.39%) Microsoft Certified Professional
Quality Assurance & Compliance
1 445 (10.21%) Data Quality
2 187 (4.29%) QA
3 141 (3.23%) GDPR
4 86 (1.97%) NIST
5 84 (1.93%) 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
13 9 (0.21%) SOC 2
14 8 (0.18%) California Consumer Privacy Act
15 7 (0.16%) GRC
16 6 (0.14%) MiFID
16 6 (0.14%) PSD2
System Software
1 668 (15.32%) Docker
2 137 (3.14%) Active Directory
3 75 (1.72%) VMware Infrastructure
4 61 (1.40%) Virtual Machines
5 32 (0.73%) VMware NSX
5 32 (0.73%) vSphere
6 27 (0.62%) Firmware
7 18 (0.41%) Hyper-V
8 14 (0.32%) KVM
9 12 (0.28%) VMware ESXi
10 11 (0.25%) NFS
11 10 (0.23%) Squid
12 8 (0.18%) HDFS
12 8 (0.18%) Virtual Desktop
13 6 (0.14%) Oracle RAC
14 5 (0.11%) Postfix
15 4 (0.092%) Active Directory Lightweight Directory Services
15 4 (0.092%) Ceph
15 4 (0.092%) SRDF
15 4 (0.092%) Varnish
Systems Management
1 896 (20.56%) Terraform
2 785 (18.01%) Kubernetes
3 452 (10.37%) Ansible
4 259 (5.94%) Grafana
5 225 (5.16%) Prometheus
6 68 (1.56%) Puppet
7 51 (1.17%) Argo
8 35 (0.80%) 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 22 (0.50%) Nagios
14 20 (0.46%) vRealize
14 20 (0.46%) ZABBIX
15 18 (0.41%) HAProxy
16 17 (0.39%) IBM Guardium
16 17 (0.39%) Tivoli
17 16 (0.37%) Single Sign-On
Vendors
1 512 (11.75%) Microsoft
2 475 (10.90%) Databricks
3 214 (4.91%) Google
4 211 (4.84%) Oracle
5 188 (4.31%) Splunk
6 124 (2.84%) VMware
7 109 (2.50%) OpenAI
7 109 (2.50%) Red Hat
8 92 (2.11%) Cisco
9 89 (2.04%) ServiceNow
10 83 (1.90%) CyberArk
11 74 (1.70%) BeyondTrust
12 68 (1.56%) F5
13 65 (1.49%) Dynatrace
14 64 (1.47%) Palo Alto
15 53 (1.22%) IBM
15 53 (1.22%) Informatica
16 46 (1.06%) Foundry
17 45 (1.03%) SAP
18 41 (0.94%) Arista