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

6 months to
18 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 12
Rank change year-on-year -4 +2 0
Contract jobs citing Python 4,771 3,603 3,538
As % of all contract jobs in England 10.43% 13.05% 10.68%
As % of the Programming Languages category 39.80% 39.91% 33.44%
Number of daily rates quoted 3,148 2,457 2,616
10th Percentile £380 £360 £375
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £537 £578
Median % change year-on-year +2.42% -7.13% -3.63%
75th Percentile £650 £660 £725
90th Percentile £750 £800 £850
UK median daily rate £535 £525 £575
% change year-on-year +1.90% -8.70% -4.17%
Number of hourly rates quoted 119 63 99
10th Percentile £30.93 £33.91 £22.00
25th Percentile £43.16 £36.25 £40.28
Median hourly rate £62.00 £52.50 £65.00
Median % change year-on-year +18.10% -19.23% -
75th Percentile £77.50 £62.38 £70.00
90th Percentile £88.75 £84.59 £77.50
UK median hourly rate £56.50 £50.00 £57.50
% change year-on-year +13.00% -13.04% -8.37%

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 11,988 9,028 10,579
As % of all contract IT jobs advertised in England 26.21% 32.70% 31.92%
Number of daily rates quoted 7,779 6,177 7,549
10th Percentile £363 £345 £358
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £515 £550
Median % change year-on-year +1.94% -6.36% -
75th Percentile £625 £638 £651
90th Percentile £738 £753 £788
UK median daily rate £515 £505 £533
% change year-on-year +1.98% -5.25% -3.09%
Number of hourly rates quoted 494 249 347
10th Percentile £31.83 £29.07 £30.00
25th Percentile £53.13 £40.00 £50.69
Median hourly rate £65.00 £56.75 £65.00
Median % change year-on-year +14.54% -12.69% +8.14%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £79.00 £83.27 £79.50
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +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 18 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 18 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 18 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 2,766 £575 - 3,009
North of England +2 749 £500 +2.30% 585
South East -11 456 £537 +7.40% 737
Yorkshire 0 382 £500 - 158
South West -1 297 £510 -2.86% 320
North West -2 286 £525 +10.53% 317
Midlands -15 239 £477 +5.88% 269
West Midlands -11 192 £477 +0.42% 160
East of England -9 143 £500 -0.50% 342
North East -1 93 £425 -18.27% 114
East Midlands -14 47 £488 +16.19% 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
1 258 (5.41%) Apache Airflow
2 249 (5.22%) Apache Spark
3 190 (3.98%) Apache
4 146 (3.06%) Confluence
5 51 (1.07%) Jupyter
6 40 (0.84%) SAS
7 39 (0.82%) SharePoint
8 26 (0.54%) OpenStack
9 21 (0.44%) Palantir Foundry
10 19 (0.40%) ArcGIS
11 15 (0.31%) nginx
12 12 (0.25%) IIS
13 8 (0.17%) CMS
14 7 (0.15%) Apache Superset
14 7 (0.15%) Tomcat
15 6 (0.13%) CICS
15 6 (0.13%) WebSphere
16 5 (0.10%) Apache Solr
16 5 (0.10%) Oracle SOA Suite
16 5 (0.10%) WebSphere Application Server
Applications
1 96 (2.01%) Microsoft Excel
2 27 (0.57%) Chatbot
3 22 (0.46%) Microsoft Office
4 19 (0.40%) Microsoft PowerPoint
5 17 (0.36%) CPLEX
5 17 (0.36%) Spreadsheet
6 15 (0.31%) MS Visio
7 3 (0.063%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) OrCAD
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 22 (0.46%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 16 (0.34%) Remedy ITSM
4 7 (0.15%) Dynamics CRM
4 7 (0.15%) Oracle EBS
4 7 (0.15%) SAP IBP
5 6 (0.13%) NetSuite
5 6 (0.13%) Remedy AR System
6 5 (0.10%) BambooHR
6 5 (0.10%) Sage X3
7 4 (0.084%) Oracle ERP
8 3 (0.063%) Endur
8 3 (0.063%) Front Arena
8 3 (0.063%) Salesforce CRM
8 3 (0.063%) SimCorp Dimension
8 3 (0.063%) Teamcenter
9 2 (0.042%) IBM Planning Analytics
9 2 (0.042%) Oracle Assets
9 2 (0.042%) SAP ERP
9 2 (0.042%) Workday HCM
Cloud Services
1 1,827 (38.29%) AWS
2 1,660 (34.79%) Azure
3 721 (15.11%) GCP
4 579 (12.14%) GitHub
5 430 (9.01%) Power Platform
6 388 (8.13%) Serverless
7 379 (7.94%) Azure DevOps
8 347 (7.27%) GitHub Actions
9 331 (6.94%) Amazon S3
10 295 (6.18%) AWS Lambda
11 262 (5.49%) Snowflake
12 211 (4.42%) Azure Data Factory
13 201 (4.21%) dbt
14 147 (3.08%) AWS CloudFormation
15 146 (3.06%) Amazon CloudWatch
16 141 (2.96%) Amazon EKS
17 127 (2.66%) Azure Synapse Analytics
18 122 (2.56%) Entra ID
19 113 (2.37%) Amazon EC2
20 109 (2.28%) OpenShift
Communications & Networking
1 267 (5.60%) Firewall
2 188 (3.94%) DNS
3 142 (2.98%) TCP/IP
4 117 (2.45%) BGP
5 115 (2.41%) VPN
6 111 (2.33%) Network Security
7 104 (2.18%) WAN
8 76 (1.59%) DHCP
9 66 (1.38%) OSPF
10 56 (1.17%) SD-WAN
11 52 (1.09%) VLAN
11 52 (1.09%) VXLAN
12 48 (1.01%) HTTP
13 47 (0.99%) BIG-IP
14 42 (0.88%) F5 BIG-IP LTM
14 42 (0.88%) SSL
15 41 (0.86%) Ethernet VPN
16 38 (0.80%) SNMP
17 36 (0.75%) MPLS
18 32 (0.67%) SAN
Database & Business Intelligence
1 398 (8.34%) Power BI
2 290 (6.08%) Data Warehouse
3 271 (5.68%) PostgreSQL
4 200 (4.19%) SQL Server
5 176 (3.69%) Tableau
6 169 (3.54%) Metadata
7 161 (3.37%) Relational Database
8 156 (3.27%) Data Lake
9 151 (3.16%) NoSQL
10 141 (2.96%) BigQuery
11 119 (2.49%) Amazon Redshift
12 117 (2.45%) Big Data
13 109 (2.28%) Amazon Athena
14 102 (2.14%) Delta Lake
15 99 (2.08%) Amazon RDS
16 90 (1.89%) MongoDB
17 81 (1.70%) DynamoDB
18 65 (1.36%) MySQL
19 57 (1.19%) Redis
20 54 (1.13%) Snowflake Schema
Development Applications
1 602 (12.62%) Git
2 420 (8.80%) Jenkins
3 379 (7.94%) GitLab
4 245 (5.14%) JIRA
5 76 (1.59%) Selenium
6 43 (0.90%) MLflow
7 42 (0.88%) JMeter
7 42 (0.88%) Postman
8 41 (0.86%) Bitbucket
9 37 (0.78%) SonarQube
10 30 (0.63%) Artifactory
11 28 (0.59%) Gatling
12 27 (0.57%) Claude Code
12 27 (0.57%) Cucumber
13 25 (0.52%) Maven
13 25 (0.52%) Sonatype Nexus
14 24 (0.50%) Cypress.io
14 24 (0.50%) LoadRunner
15 20 (0.42%) REST Assured
16 18 (0.38%) Robot Framework
General
1 1,055 (22.11%) Finance
2 1,049 (21.99%) Social Skills
3 716 (15.01%) Analytical Skills
4 469 (9.83%) Public Sector
5 387 (8.11%) Banking
6 179 (3.75%) Front Office
7 106 (2.22%) Investment Banking
8 100 (2.10%) Retail
9 98 (2.05%) Inclusion and Diversity
10 90 (1.89%) Documentation Skills
11 79 (1.66%) Marketing
12 66 (1.38%) Telecoms
13 51 (1.07%) Pharmaceutical
14 48 (1.01%) Aerospace
15 45 (0.94%) Financial Institution
16 43 (0.90%) Military
17 42 (0.88%) Legal
18 38 (0.80%) Publishing
19 34 (0.71%) Law
20 33 (0.69%) Manufacturing
Job Titles
1 788 (16.52%) Senior
2 757 (15.87%) Developer
3 703 (14.73%) Data Engineer
4 441 (9.24%) Lead
5 396 (8.30%) Python Developer
6 295 (6.18%) Python Engineer
7 274 (5.74%) DevOps Engineer
8 263 (5.51%) Software Engineer
9 245 (5.14%) Analyst
10 238 (4.99%) Architect
11 222 (4.65%) Artificial Intelligence Engineer
12 187 (3.92%) AWS Engineer
13 167 (3.50%) Data Scientist
14 158 (3.31%) Cloud Engineer
15 154 (3.23%) Senior Developer
16 151 (3.16%) Platform Engineer
17 145 (3.04%) Senior Data Engineer
18 139 (2.91%) Azure Engineer
19 119 (2.49%) Data Analyst
20 116 (2.43%) Network Engineer
Libraries, Frameworks & Software Standards
1 391 (8.20%) REST
2 330 (6.92%) PySpark
3 304 (6.37%) Kafka
4 286 (5.99%) React
5 211 (4.42%) .NET
6 173 (3.63%) JSON
7 162 (3.40%) Django
7 162 (3.40%) RESTful
8 160 (3.35%) FastAPI
9 151 (3.16%) Node.js
10 150 (3.14%) Pandas
11 120 (2.52%) LangChain
12 116 (2.43%) PyTorch
13 99 (2.08%) YAML
14 97 (2.03%) pytest
15 96 (2.01%) Flask
16 95 (1.99%) HTML
17 89 (1.87%) NumPy
18 87 (1.82%) OAuth
19 86 (1.80%) CSS
Miscellaneous
1 673 (14.11%) Cloud Native
2 269 (5.64%) Distributed Systems
3 195 (4.09%) AI Agents
4 187 (3.92%) Onboarding
5 146 (3.06%) Data Centre
6 135 (2.83%) Product Ownership
7 120 (2.52%) Algorithms
8 116 (2.43%) Legacy Systems
9 114 (2.39%) Data Structures
9 114 (2.39%) Hybrid Cloud
10 102 (2.14%) Derivative
11 96 (2.01%) Data Protection Act
12 91 (1.91%) Equities
12 91 (1.91%) Management Information System
13 83 (1.74%) Fixed Income
14 81 (1.70%) Security Posture
15 61 (1.28%) Enterprise Software
16 58 (1.22%) PKI
17 57 (1.19%) Public Cloud
18 51 (1.07%) Self-Motivation
Operating Systems
1 624 (13.08%) Linux
2 310 (6.50%) Windows
3 202 (4.23%) Unix
4 130 (2.72%) Red Hat Enterprise Linux
5 75 (1.57%) Windows Server
6 40 (0.84%) Ubuntu
7 28 (0.59%) AIX
8 25 (0.52%) VMS
9 17 (0.36%) CentOS
9 17 (0.36%) Solaris
10 15 (0.31%) Android
11 10 (0.21%) zOS
12 9 (0.19%) Apple iOS
12 9 (0.19%) Mac OS
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
14 6 (0.13%) Amazon Linux
14 6 (0.13%) Debian
14 6 (0.13%) Embedded Linux
15 5 (0.10%) Rocky
Processes & Methodologies
1 1,878 (39.36%) CI/CD
2 1,399 (29.32%) DevOps
3 1,226 (25.70%) AI
4 1,074 (22.51%) Agile
5 991 (20.77%) Analytics
6 982 (20.58%) Infrastructure as Code
7 865 (18.13%) Data Pipeline
8 809 (16.96%) Problem-Solving
9 746 (15.64%) Software Engineering
10 722 (15.13%) Machine Learning
11 702 (14.71%) Data Engineering
12 638 (13.37%) Containerisation
13 633 (13.27%) Data Modelling
14 576 (12.07%) Observability
15 562 (11.78%) ETL
16 533 (11.17%) Test Automation
17 515 (10.79%) Data Science
18 501 (10.50%) Continuous Improvement
19 477 (10.00%) Validation
20 466 (9.77%) Business Intelligence
Programming Languages
1 1,588 (33.28%) SQL
2 719 (15.07%) Java
3 678 (14.21%) PowerShell
4 653 (13.69%) Bash
5 381 (7.99%) JavaScript
6 318 (6.67%) TypeScript
7 272 (5.70%) C#
8 176 (3.69%) Go
9 126 (2.64%) R
10 120 (2.52%) C++
11 115 (2.41%) Bicep
12 111 (2.33%) Scala
13 108 (2.26%) Shell Script
14 62 (1.30%) Perl
15 56 (1.17%) PL/SQL
16 52 (1.09%) C
16 52 (1.09%) Data Analysis Expressions
16 52 (1.09%) Rust
17 51 (1.07%) Groovy
18 45 (0.94%) Ruby
Qualifications
1 1,106 (23.18%) Security Cleared
2 897 (18.80%) SC Cleared
3 385 (8.07%) Degree
4 183 (3.84%) DV Cleared
5 147 (3.08%) Computer Science Degree
6 127 (2.66%) Azure Certification
7 120 (2.52%) AWS Certification
8 92 (1.93%) CISSP
9 88 (1.84%) BPSS Clearance
10 85 (1.78%) Cisco Certification
11 67 (1.40%) Master's Degree
12 47 (0.99%) CCNP
13 42 (0.88%) Microsoft Certification
14 35 (0.73%) PhD
15 33 (0.69%) VMware Certified Professional (VCP)
16 31 (0.65%) CISM
17 29 (0.61%) CCIE
18 26 (0.54%) AWS Certified Solutions Architect
19 24 (0.50%) DBS Check
20 23 (0.48%) ISTQB
Quality Assurance & Compliance
1 507 (10.63%) Data Quality
2 237 (4.97%) QA
3 105 (2.20%) GDPR
3 105 (2.20%) NIST
4 95 (1.99%) ISO/IEC 27001
5 71 (1.49%) Accessibility
6 33 (0.69%) SLA
7 29 (0.61%) Actionable Recommendations
8 27 (0.57%) WCAG
9 26 (0.54%) NCSC
9 26 (0.54%) PCI DSS
9 26 (0.54%) Sarbanes-Oxley
10 18 (0.38%) HIPAA
11 11 (0.23%) California Consumer Privacy Act
12 9 (0.19%) SOC 2
13 8 (0.17%) ISO 20022
14 7 (0.15%) Cyber Essentials
14 7 (0.15%) GRC
15 6 (0.13%) NIST 800
16 5 (0.10%) HL7
System Software
1 802 (16.81%) Docker
2 147 (3.08%) Active Directory
3 113 (2.37%) VMware Infrastructure
4 54 (1.13%) Virtual Machines
5 38 (0.80%) vSphere
6 36 (0.75%) Hyper-V
7 35 (0.73%) VMware NSX
8 27 (0.57%) Firmware
9 21 (0.44%) VMware ESXi
10 13 (0.27%) NFS
10 13 (0.27%) Virtual Desktop
11 11 (0.23%) Oracle RAC
12 9 (0.19%) Squid
13 7 (0.15%) HDFS
13 7 (0.15%) Postfix
13 7 (0.15%) PowerHA
14 6 (0.13%) KVM
15 4 (0.084%) Ceph
15 4 (0.084%) Slurm Workload Manager
15 4 (0.084%) Varnish
Systems Management
1 1,134 (23.77%) Terraform
2 929 (19.47%) Kubernetes
3 564 (11.82%) Ansible
4 278 (5.83%) Grafana
5 208 (4.36%) Prometheus
6 84 (1.76%) Puppet
7 71 (1.49%) Progress Chef
8 60 (1.26%) Argo
9 29 (0.61%) Istio
10 26 (0.54%) Single Sign-On
11 25 (0.52%) Control-M
12 24 (0.50%) vCenter Server
12 24 (0.50%) ZABBIX
13 21 (0.44%) Microsoft Intune
13 21 (0.44%) Nagios
14 20 (0.42%) vRealize
15 19 (0.40%) Kibana
16 17 (0.36%) Packer
16 17 (0.36%) Tivoli
17 16 (0.34%) Netcool
Vendors
1 600 (12.58%) Microsoft
2 468 (9.81%) Databricks
3 293 (6.14%) Google
4 216 (4.53%) Oracle
5 190 (3.98%) Splunk
6 148 (3.10%) VMware
7 135 (2.83%) Cisco
8 118 (2.47%) ServiceNow
9 113 (2.37%) OpenAI
10 95 (1.99%) Dynatrace
11 93 (1.95%) Red Hat
12 86 (1.80%) F5
13 83 (1.74%) IBM
14 79 (1.66%) Palo Alto
15 67 (1.40%) CyberArk
15 67 (1.40%) Informatica
16 66 (1.38%) Fortinet
17 57 (1.19%) Foundry
17 57 (1.19%) SAP
18 51 (1.07%) Salesforce