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 3 August 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 13
Rank change year-on-year -4 +3 -1
Contract jobs citing Python 4,784 3,632 3,488
As % of all contract jobs in England 10.55% 13.08% 10.46%
As % of the Programming Languages category 39.96% 39.88% 33.02%
Number of daily rates quoted 3,156 2,504 2,595
10th Percentile £375 £363 £375
25th Percentile £447 £435 £463
Median daily rate (50th Percentile) £538 £550 £575
Median % change year-on-year -2.27% -4.35% -4.17%
75th Percentile £650 £669 £725
90th Percentile £750 £811 £850
UK median daily rate £525 £532 £575
% change year-on-year -1.35% -7.45% -4.17%
Number of hourly rates quoted 115 60 100
10th Percentile £30.20 £29.82 £21.97
25th Percentile £43.16 £36.19 £40.06
Median hourly rate £57.50 £51.97 £65.00
Median % change year-on-year +10.64% -20.05% -
75th Percentile £77.50 £58.81 £70.47
90th Percentile £88.75 £75.37 £77.50
UK median hourly rate £55.00 £50.00 £57.50
% change year-on-year +10.00% -13.04% -9.36%

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 11,972 9,108 10,562
As % of all contract IT jobs advertised in England 26.39% 32.79% 31.67%
Number of daily rates quoted 7,762 6,280 7,616
10th Percentile £363 £350 £356
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £523 £515 £550
Median % change year-on-year +1.46% -6.36% -
75th Percentile £625 £638 £651
90th Percentile £738 £768 £800
UK median daily rate £513 £503 £525
% change year-on-year +1.99% -4.29% -4.55%
Number of hourly rates quoted 493 228 359
10th Percentile £33.71 £29.07 £30.00
25th Percentile £53.53 £40.00 £51.25
Median hourly rate £65.00 £57.50 £65.00
Median % change year-on-year +13.04% -11.54% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £80.00 £83.42 £78.75
UK median hourly rate £65.00 £57.50 £65.00
% change year-on-year +13.04% -11.54% +8.33%

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 3 August 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 3 August 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 3 August 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 -4 2,765 £575 -0.26% 2,240
North of England +2 769 £500 +4.71% 512
South East -11 446 £538 +7.50% 600
Yorkshire +1 399 £500 +1.44% 152
North West +6 294 £525 +10.53% 267
South West -1 287 £505 -8.18% 286
Midlands -18 252 £477 +6.00% 228
West Midlands -13 201 £469 +4.22% 137
East of England -14 135 £500 -0.25% 221
North East -1 87 £425 -10.53% 100
East Midlands -10 50 £488 +14.82% 90
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
1 253 (5.29%) Apache Spark
2 252 (5.27%) Apache Airflow
3 189 (3.95%) Apache
4 153 (3.20%) Confluence
5 51 (1.07%) Jupyter
6 44 (0.92%) SAS
7 36 (0.75%) SharePoint
8 21 (0.44%) OpenStack
9 20 (0.42%) Palantir Foundry
10 18 (0.38%) ArcGIS
11 14 (0.29%) nginx
12 11 (0.23%) IIS
13 9 (0.19%) CMS
14 8 (0.17%) Apache Superset
15 6 (0.13%) CICS
15 6 (0.13%) Microsoft Exchange
15 6 (0.13%) Tomcat
16 5 (0.10%) Camunda
16 5 (0.10%) WebSphere
16 5 (0.10%) WebSphere Application Server
Applications
1 103 (2.15%) Microsoft Excel
2 27 (0.56%) Chatbot
3 23 (0.48%) Microsoft Office
4 21 (0.44%) Microsoft PowerPoint
5 18 (0.38%) Spreadsheet
6 17 (0.36%) CPLEX
7 16 (0.33%) MS Visio
8 3 (0.063%) Microsoft Project
9 2 (0.042%) Navisworks
9 2 (0.042%) Revit
10 1 (0.021%) CINEMA 4D
10 1 (0.021%) Houdini
10 1 (0.021%) OrCAD
10 1 (0.021%) Simulink
10 1 (0.021%) SPSS
10 1 (0.021%) Weka
10 1 (0.021%) Zemax
Business Applications
1 23 (0.48%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 13 (0.27%) Remedy ITSM
4 8 (0.17%) Oracle EBS
5 7 (0.15%) Dynamics CRM
5 7 (0.15%) SAP IBP
6 6 (0.13%) NetSuite
7 5 (0.10%) BambooHR
7 5 (0.10%) Sage X3
8 4 (0.084%) Oracle ERP
8 4 (0.084%) Remedy AR System
9 3 (0.063%) Salesforce CRM
9 3 (0.063%) SimCorp Dimension
9 3 (0.063%) Teamcenter
10 2 (0.042%) Fidessa
10 2 (0.042%) Front Arena
10 2 (0.042%) Global One
10 2 (0.042%) IBM Planning Analytics
10 2 (0.042%) Oracle Assets
10 2 (0.042%) Workday HCM
Cloud Services
1 1,831 (38.27%) AWS
2 1,657 (34.64%) Azure
3 721 (15.07%) GCP
4 577 (12.06%) GitHub
5 442 (9.24%) Power Platform
6 389 (8.13%) Serverless
7 366 (7.65%) Azure DevOps
8 342 (7.15%) Amazon S3
9 341 (7.13%) GitHub Actions
10 294 (6.15%) AWS Lambda
11 254 (5.31%) Snowflake
12 221 (4.62%) Azure Data Factory
13 213 (4.45%) dbt
14 146 (3.05%) AWS CloudFormation
15 143 (2.99%) Amazon EKS
16 141 (2.95%) Azure Synapse Analytics
17 138 (2.88%) Amazon CloudWatch
18 120 (2.51%) OpenShift
19 112 (2.34%) Entra ID
20 108 (2.26%) Amazon EC2
Communications & Networking
1 246 (5.14%) Firewall
2 170 (3.55%) DNS
3 128 (2.68%) TCP/IP
4 109 (2.28%) BGP
5 105 (2.19%) VPN
6 101 (2.11%) WAN
7 94 (1.96%) Network Security
8 67 (1.40%) OSPF
9 65 (1.36%) DHCP
10 51 (1.07%) SD-WAN
10 51 (1.07%) VLAN
11 48 (1.00%) BIG-IP
12 46 (0.96%) VXLAN
13 41 (0.86%) F5 BIG-IP LTM
13 41 (0.86%) HTTP
14 38 (0.79%) SNMP
14 38 (0.79%) SSL
15 35 (0.73%) Ethernet VPN
16 34 (0.71%) SAN
17 33 (0.69%) MPLS
Database & Business Intelligence
1 402 (8.40%) Power BI
2 292 (6.10%) Data Warehouse
3 286 (5.98%) PostgreSQL
4 204 (4.26%) SQL Server
5 181 (3.78%) Tableau
6 168 (3.51%) Data Lake
7 155 (3.24%) Metadata
8 154 (3.22%) Relational Database
9 152 (3.18%) NoSQL
10 140 (2.93%) BigQuery
11 120 (2.51%) Amazon Redshift
12 118 (2.47%) Big Data
13 113 (2.36%) Amazon Athena
14 111 (2.32%) Delta Lake
15 96 (2.01%) Amazon RDS
15 96 (2.01%) MongoDB
16 84 (1.76%) DynamoDB
17 63 (1.32%) Snowflake Schema
18 58 (1.21%) MySQL
18 58 (1.21%) Redis
Development Applications
1 566 (11.83%) Git
2 412 (8.61%) Jenkins
3 348 (7.27%) GitLab
4 258 (5.39%) JIRA
5 65 (1.36%) Selenium
6 54 (1.13%) MLflow
7 41 (0.86%) Bitbucket
8 35 (0.73%) Postman
9 32 (0.67%) JMeter
10 31 (0.65%) SonarQube
11 29 (0.61%) Artifactory
12 27 (0.56%) Cucumber
12 27 (0.56%) Cypress.io
13 25 (0.52%) Sonatype Nexus
14 24 (0.50%) Gatling
15 23 (0.48%) Maven
15 23 (0.48%) REST Assured
16 18 (0.38%) Claude Code
16 18 (0.38%) JUnit
17 17 (0.36%) Zephyr
General
1 1,070 (22.37%) Finance
2 1,042 (21.78%) Social Skills
3 705 (14.74%) Analytical Skills
4 484 (10.12%) Public Sector
5 376 (7.86%) Banking
6 196 (4.10%) Front Office
7 102 (2.13%) Investment Banking
8 101 (2.11%) Documentation Skills
9 97 (2.03%) Retail
10 91 (1.90%) Inclusion and Diversity
11 76 (1.59%) Marketing
12 60 (1.25%) Telecoms
13 58 (1.21%) Pharmaceutical
14 48 (1.00%) Military
15 46 (0.96%) Financial Institution
16 45 (0.94%) Legal
17 42 (0.88%) Publishing
18 36 (0.75%) Influencing Skills
19 35 (0.73%) Aerospace
20 32 (0.67%) Manufacturing
Job Titles
1 798 (16.68%) Developer
2 782 (16.35%) Senior
3 737 (15.41%) Data Engineer
4 426 (8.90%) Lead
5 406 (8.49%) Python Developer
6 294 (6.15%) Python Engineer
7 285 (5.96%) Software Engineer
8 273 (5.71%) DevOps Engineer
9 255 (5.33%) Analyst
10 245 (5.12%) Architect
11 209 (4.37%) Artificial Intelligence Engineer
12 186 (3.89%) AWS Engineer
13 182 (3.80%) Data Scientist
14 154 (3.22%) Senior Developer
15 153 (3.20%) Senior Data Engineer
16 151 (3.16%) Cloud Engineer
17 150 (3.14%) Platform Engineer
18 141 (2.95%) Azure Engineer
19 131 (2.74%) Data Analyst
20 120 (2.51%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 358 (7.48%) REST
2 327 (6.84%) PySpark
3 315 (6.58%) Kafka
4 313 (6.54%) React
5 203 (4.24%) .NET
6 178 (3.72%) Node.js
7 174 (3.64%) JSON
8 164 (3.43%) FastAPI
9 163 (3.41%) Pandas
10 161 (3.37%) RESTful
11 156 (3.26%) Django
12 128 (2.68%) PyTorch
13 122 (2.55%) LangChain
14 98 (2.05%) NumPy
15 96 (2.01%) scikit-learn
16 93 (1.94%) Flask
16 93 (1.94%) Spring
17 91 (1.90%) TensorFlow
18 90 (1.88%) YAML
19 86 (1.80%) pytest
Miscellaneous
1 653 (13.65%) Cloud Native
2 273 (5.71%) Distributed Systems
3 180 (3.76%) Onboarding
4 179 (3.74%) AI Agents
5 146 (3.05%) Data Centre
6 128 (2.68%) Product Ownership
7 122 (2.55%) Algorithms
8 117 (2.45%) Data Structures
9 112 (2.34%) Hybrid Cloud
10 110 (2.30%) Legacy Systems
11 107 (2.24%) Derivative
12 104 (2.17%) Fixed Income
13 97 (2.03%) Data Protection Act
14 94 (1.96%) Equities
15 84 (1.76%) Management Information System
16 77 (1.61%) Security Posture
17 56 (1.17%) PKI
18 54 (1.13%) Public Cloud
19 53 (1.11%) Enterprise Software
20 52 (1.09%) Self-Motivation
Operating Systems
1 590 (12.33%) Linux
2 290 (6.06%) Windows
3 191 (3.99%) Unix
4 116 (2.42%) Red Hat Enterprise Linux
5 69 (1.44%) Windows Server
6 38 (0.79%) Ubuntu
7 28 (0.59%) AIX
8 24 (0.50%) VMS
9 20 (0.42%) Android
10 16 (0.33%) Solaris
11 13 (0.27%) CentOS
12 12 (0.25%) Apple iOS
13 10 (0.21%) zOS
14 7 (0.15%) Mac OS
14 7 (0.15%) Windows Server 2019
15 6 (0.13%) Amazon Linux
15 6 (0.13%) Debian
15 6 (0.13%) Embedded Linux
16 5 (0.10%) Rocky
16 5 (0.10%) Windows 10
Processes & Methodologies
1 1,822 (38.09%) CI/CD
2 1,365 (28.53%) DevOps
3 1,196 (25.00%) AI
4 1,083 (22.64%) Agile
5 1,027 (21.47%) Analytics
6 931 (19.46%) Infrastructure as Code
7 878 (18.35%) Data Pipeline
8 798 (16.68%) Problem-Solving
9 755 (15.78%) Machine Learning
10 738 (15.43%) Software Engineering
11 714 (14.92%) Data Engineering
12 652 (13.63%) Data Modelling
13 639 (13.36%) Containerisation
14 579 (12.10%) ETL
15 547 (11.43%) Data Science
16 546 (11.41%) Observability
17 484 (10.12%) Test Automation
18 474 (9.91%) Continuous Improvement
19 472 (9.87%) Business Intelligence
20 443 (9.26%) Validation
Programming Languages
1 1,604 (33.53%) SQL
2 713 (14.90%) Java
3 633 (13.23%) PowerShell
4 623 (13.02%) Bash
5 382 (7.98%) JavaScript
6 339 (7.09%) TypeScript
7 269 (5.62%) C#
8 182 (3.80%) Go
9 144 (3.01%) R
10 116 (2.42%) C++
11 107 (2.24%) Scala
12 106 (2.22%) Bicep
13 100 (2.09%) Shell Script
14 57 (1.19%) Rust
15 54 (1.13%) C
15 54 (1.13%) Perl
16 51 (1.07%) Groovy
17 50 (1.05%) PL/SQL
18 48 (1.00%) Data Analysis Expressions
19 46 (0.96%) Ruby
Qualifications
1 1,085 (22.68%) Security Cleared
2 871 (18.21%) SC Cleared
3 386 (8.07%) Degree
4 178 (3.72%) DV Cleared
5 138 (2.88%) Computer Science Degree
6 115 (2.40%) AWS Certification
6 115 (2.40%) Azure Certification
7 103 (2.15%) BPSS Clearance
8 80 (1.67%) CISSP
9 79 (1.65%) Cisco Certification
10 67 (1.40%) Master's Degree
11 49 (1.02%) CCNP
12 40 (0.84%) Microsoft Certification
12 40 (0.84%) PhD
13 35 (0.73%) VMware Certified Professional (VCP)
14 30 (0.63%) CISM
15 28 (0.59%) AWS Certified Solutions Architect
16 27 (0.56%) CCIE
17 25 (0.52%) DBS Check
18 22 (0.46%) CCNA
Quality Assurance & Compliance
1 511 (10.68%) Data Quality
2 225 (4.70%) QA
3 101 (2.11%) GDPR
4 99 (2.07%) NIST
5 94 (1.96%) ISO/IEC 27001
6 74 (1.55%) Accessibility
7 26 (0.54%) SLA
7 26 (0.54%) WCAG
8 22 (0.46%) Actionable Recommendations
9 21 (0.44%) NCSC
9 21 (0.44%) Sarbanes-Oxley
10 20 (0.42%) PCI DSS
11 18 (0.38%) HIPAA
12 10 (0.21%) California Consumer Privacy Act
13 9 (0.19%) SOC 2
14 7 (0.15%) GRC
14 7 (0.15%) ISO 20022
15 5 (0.10%) Cyber Essentials
15 5 (0.10%) NIST 800
15 5 (0.10%) PMO
System Software
1 787 (16.45%) Docker
2 140 (2.93%) Active Directory
3 106 (2.22%) VMware Infrastructure
4 58 (1.21%) Virtual Machines
5 41 (0.86%) vSphere
6 36 (0.75%) VMware NSX
7 33 (0.69%) Hyper-V
8 28 (0.59%) Firmware
9 20 (0.42%) VMware ESXi
10 13 (0.27%) NFS
11 10 (0.21%) Oracle RAC
11 10 (0.21%) Virtual Desktop
12 9 (0.19%) KVM
12 9 (0.19%) Squid
13 7 (0.15%) HDFS
13 7 (0.15%) Postfix
13 7 (0.15%) PowerHA
14 5 (0.10%) SRDF
15 4 (0.084%) Ceph
15 4 (0.084%) Varnish
Systems Management
1 1,101 (23.01%) Terraform
2 911 (19.04%) Kubernetes
3 529 (11.06%) Ansible
4 280 (5.85%) Grafana
5 221 (4.62%) Prometheus
6 78 (1.63%) Puppet
7 66 (1.38%) Argo
8 56 (1.17%) Progress Chef
9 32 (0.67%) vCenter Server
10 27 (0.56%) Istio
11 23 (0.48%) Control-M
11 23 (0.48%) Kibana
11 23 (0.48%) ZABBIX
12 21 (0.44%) Nagios
12 21 (0.44%) vRealize
13 19 (0.40%) Microsoft Intune
14 18 (0.38%) Single Sign-On
15 17 (0.36%) HAProxy
15 17 (0.36%) Nessus
15 17 (0.36%) Tivoli
Vendors
1 563 (11.77%) Microsoft
2 484 (10.12%) Databricks
3 276 (5.77%) Google
4 207 (4.33%) Oracle
5 181 (3.78%) Splunk
6 138 (2.88%) VMware
7 124 (2.59%) Cisco
8 116 (2.42%) OpenAI
9 108 (2.26%) ServiceNow
10 86 (1.80%) Dynatrace
10 86 (1.80%) F5
10 86 (1.80%) Red Hat
11 81 (1.69%) Palo Alto
12 66 (1.38%) IBM
12 66 (1.38%) Informatica
13 65 (1.36%) Fortinet
14 63 (1.32%) CyberArk
15 54 (1.13%) Foundry
16 52 (1.09%) Arista
17 50 (1.05%) Salesforce