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

6 months to
13 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 13
Rank change year-on-year -4 +3 -1
Contract jobs citing Python 4,778 3,577 3,508
As % of all contract jobs in England 10.49% 12.94% 10.52%
As % of the Programming Languages category 39.88% 39.70% 33.13%
Number of daily rates quoted 3,160 2,443 2,585
10th Percentile £375 £360 £375
25th Percentile £447 £435 £464
Median daily rate (50th Percentile) £540 £538 £575
Median % change year-on-year +0.47% -6.52% -4.17%
75th Percentile £650 £663 £725
90th Percentile £750 £800 £850
UK median daily rate £530 £525 £575
% change year-on-year +0.95% -8.70% -4.17%
Number of hourly rates quoted 119 61 102
10th Percentile £30.93 £33.91 £22.00
25th Percentile £43.81 £36.25 £40.17
Median hourly rate £62.00 £51.44 £65.00
Median % change year-on-year +20.53% -20.86% -
75th Percentile £77.75 £59.00 £70.00
90th Percentile £88.75 £82.96 £77.25
UK median hourly rate £57.50 £50.00 £57.50
% change year-on-year +15.00% -13.04% -9.72%

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 11,981 9,011 10,587
As % of all contract IT jobs advertised in England 26.29% 32.59% 31.75%
Number of daily rates quoted 7,773 6,183 7,551
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 £656
90th Percentile £738 £763 £788
UK median daily rate £515 £503 £530
% change year-on-year +2.49% -5.19% -3.64%
Number of hourly rates quoted 497 240 360
10th Percentile £33.70 £29.07 £30.00
25th Percentile £53.53 £37.45 £51.25
Median hourly rate £65.00 £57.13 £65.00
Median % change year-on-year +13.79% -12.12% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £79.00 £84.55 £78.75
UK median hourly rate £65.00 £55.50 £65.00
% change year-on-year +17.12% -14.62% +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 13 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 13 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 13 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 2,769 £574 -0.22% 2,960
North of England +2 756 £500 +2.56% 527
South East -10 449 £537 +7.40% 655
Yorkshire +1 387 £500 - 150
South West -1 295 £505 -3.81% 288
North West +2 286 £525 +10.53% 286
Midlands -14 245 £473 +5.00% 218
West Midlands -9 196 £469 +4.22% 121
East of England -10 141 £500 -0.50% 262
North East -2 94 £425 -18.27% 95
East Midlands -10 48 £495 +17.86% 97
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
1 257 (5.38%) Apache Airflow
2 249 (5.21%) Apache Spark
3 192 (4.02%) Apache
4 147 (3.08%) Confluence
5 53 (1.11%) Jupyter
6 45 (0.94%) SAS
7 39 (0.82%) SharePoint
8 25 (0.52%) OpenStack
9 19 (0.40%) ArcGIS
9 19 (0.40%) Palantir Foundry
10 15 (0.31%) nginx
11 12 (0.25%) IIS
12 8 (0.17%) CMS
13 7 (0.15%) Apache Superset
14 6 (0.13%) CICS
14 6 (0.13%) Tomcat
14 6 (0.13%) WebSphere
15 5 (0.10%) Apache Solr
15 5 (0.10%) Oracle SOA Suite
15 5 (0.10%) WebSphere Application Server
Applications
1 97 (2.03%) Microsoft Excel
2 27 (0.57%) Chatbot
3 21 (0.44%) 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 23 (0.48%) Aladdin
2 19 (0.40%) SAP S/4HANA
3 16 (0.33%) 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 1,825 (38.20%) AWS
2 1,660 (34.74%) Azure
3 719 (15.05%) GCP
4 581 (12.16%) GitHub
5 429 (8.98%) Power Platform
6 391 (8.18%) Serverless
7 378 (7.91%) Azure DevOps
8 350 (7.33%) GitHub Actions
9 334 (6.99%) Amazon S3
10 297 (6.22%) AWS Lambda
11 263 (5.50%) Snowflake
12 220 (4.60%) Azure Data Factory
13 201 (4.21%) dbt
14 146 (3.06%) AWS CloudFormation
15 145 (3.03%) Amazon CloudWatch
16 141 (2.95%) Amazon EKS
17 130 (2.72%) Azure Synapse Analytics
18 121 (2.53%) Entra ID
19 112 (2.34%) Amazon EC2
20 110 (2.30%) OpenShift
Communications & Networking
1 259 (5.42%) Firewall
2 182 (3.81%) DNS
3 136 (2.85%) TCP/IP
4 110 (2.30%) BGP
4 110 (2.30%) VPN
5 104 (2.18%) Network Security
6 102 (2.13%) WAN
7 74 (1.55%) DHCP
8 65 (1.36%) OSPF
9 55 (1.15%) SD-WAN
10 51 (1.07%) VLAN
11 48 (1.00%) VXLAN
12 47 (0.98%) BIG-IP
12 47 (0.98%) HTTP
13 42 (0.88%) F5 BIG-IP LTM
13 42 (0.88%) SSL
14 38 (0.80%) SNMP
15 37 (0.77%) Ethernet VPN
16 35 (0.73%) MPLS
17 34 (0.71%) SAN
Database & Business Intelligence
1 394 (8.25%) Power BI
2 296 (6.20%) Data Warehouse
3 271 (5.67%) PostgreSQL
4 196 (4.10%) SQL Server
5 174 (3.64%) Tableau
6 167 (3.50%) Metadata
7 164 (3.43%) Data Lake
8 157 (3.29%) Relational Database
9 147 (3.08%) NoSQL
10 140 (2.93%) BigQuery
11 120 (2.51%) Big Data
12 117 (2.45%) Amazon Redshift
13 111 (2.32%) Amazon Athena
14 109 (2.28%) Delta Lake
15 99 (2.07%) Amazon RDS
16 88 (1.84%) MongoDB
17 80 (1.67%) DynamoDB
18 63 (1.32%) MySQL
19 58 (1.21%) Redis
20 57 (1.19%) Snowflake Schema
Development Applications
1 584 (12.22%) Git
2 417 (8.73%) Jenkins
3 367 (7.68%) GitLab
4 245 (5.13%) JIRA
5 76 (1.59%) Selenium
6 46 (0.96%) MLflow
7 43 (0.90%) JMeter
7 43 (0.90%) Postman
8 38 (0.80%) Bitbucket
9 37 (0.77%) SonarQube
10 28 (0.59%) Artifactory
10 28 (0.59%) Cucumber
10 28 (0.59%) Gatling
11 26 (0.54%) Cypress.io
12 25 (0.52%) Claude Code
12 25 (0.52%) Maven
12 25 (0.52%) Sonatype Nexus
13 24 (0.50%) LoadRunner
14 20 (0.42%) REST Assured
15 17 (0.36%) JUnit
General
1 1,062 (22.23%) Finance
2 1,045 (21.87%) Social Skills
3 712 (14.90%) Analytical Skills
4 479 (10.03%) Public Sector
5 379 (7.93%) Banking
6 188 (3.93%) Front Office
7 105 (2.20%) Investment Banking
8 99 (2.07%) Retail
9 93 (1.95%) Documentation Skills
9 93 (1.95%) Inclusion and Diversity
10 78 (1.63%) Marketing
11 66 (1.38%) Telecoms
12 51 (1.07%) Pharmaceutical
13 46 (0.96%) Aerospace
14 44 (0.92%) Financial Institution
14 44 (0.92%) Military
15 42 (0.88%) Legal
16 40 (0.84%) Publishing
17 36 (0.75%) Manufacturing
18 33 (0.69%) Law
Job Titles
1 773 (16.18%) Senior
2 769 (16.09%) Developer
3 717 (15.01%) Data Engineer
4 433 (9.06%) Lead
5 401 (8.39%) Python Developer
6 302 (6.32%) Python Engineer
7 273 (5.71%) DevOps Engineer
7 273 (5.71%) Software Engineer
8 249 (5.21%) Analyst
9 236 (4.94%) Architect
10 218 (4.56%) Artificial Intelligence Engineer
11 191 (4.00%) AWS Engineer
12 171 (3.58%) Data Scientist
13 156 (3.26%) Cloud Engineer
14 151 (3.16%) Platform Engineer
14 151 (3.16%) Senior Developer
15 145 (3.03%) Senior Data Engineer
16 140 (2.93%) Azure Engineer
17 125 (2.62%) Data Analyst
18 112 (2.34%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 380 (7.95%) REST
2 330 (6.91%) PySpark
3 311 (6.51%) Kafka
4 293 (6.13%) React
5 209 (4.37%) .NET
6 168 (3.52%) JSON
7 162 (3.39%) FastAPI
8 161 (3.37%) Node.js
8 161 (3.37%) RESTful
9 158 (3.31%) Django
10 154 (3.22%) Pandas
11 121 (2.53%) LangChain
12 114 (2.39%) PyTorch
13 96 (2.01%) YAML
14 95 (1.99%) Flask
15 91 (1.90%) HTML
15 91 (1.90%) pytest
16 90 (1.88%) NumPy
17 85 (1.78%) Spring
18 84 (1.76%) OAuth
Miscellaneous
1 664 (13.90%) Cloud Native
2 268 (5.61%) Distributed Systems
3 192 (4.02%) AI Agents
4 185 (3.87%) Onboarding
5 142 (2.97%) Data Centre
6 134 (2.80%) Product Ownership
7 118 (2.47%) Algorithms
8 117 (2.45%) Data Structures
9 115 (2.41%) Hybrid Cloud
10 111 (2.32%) Legacy Systems
11 106 (2.22%) Derivative
12 100 (2.09%) Data Protection Act
13 93 (1.95%) Equities
14 91 (1.90%) Fixed Income
15 84 (1.76%) Management Information System
16 81 (1.70%) Security Posture
17 59 (1.23%) Enterprise Software
18 56 (1.17%) PKI
19 54 (1.13%) Public Cloud
20 50 (1.05%) Self-Motivation
Operating Systems
1 613 (12.83%) Linux
2 300 (6.28%) Windows
3 197 (4.12%) Unix
4 125 (2.62%) Red Hat Enterprise Linux
5 70 (1.47%) Windows Server
6 37 (0.77%) Ubuntu
7 28 (0.59%) AIX
8 25 (0.52%) VMS
9 16 (0.33%) Solaris
10 15 (0.31%) Android
11 14 (0.29%) CentOS
12 10 (0.21%) zOS
13 9 (0.19%) Apple iOS
13 9 (0.19%) Mac OS
14 7 (0.15%) Windows 10
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
Processes & Methodologies
1 1,856 (38.84%) CI/CD
2 1,396 (29.22%) DevOps
3 1,218 (25.49%) AI
4 1,078 (22.56%) Agile
5 994 (20.80%) Analytics
6 962 (20.13%) Infrastructure as Code
7 873 (18.27%) Data Pipeline
8 796 (16.66%) Problem-Solving
9 752 (15.74%) Software Engineering
10 732 (15.32%) Machine Learning
11 699 (14.63%) Data Engineering
12 639 (13.37%) Data Modelling
13 629 (13.16%) Containerisation
14 571 (11.95%) ETL
15 566 (11.85%) Observability
16 522 (10.93%) Test Automation
17 519 (10.86%) Data Science
18 495 (10.36%) Continuous Improvement
19 465 (9.73%) Validation
20 461 (9.65%) Business Intelligence
Programming Languages
1 1,592 (33.32%) SQL
2 727 (15.22%) Java
3 669 (14.00%) PowerShell
4 648 (13.56%) Bash
5 391 (8.18%) JavaScript
6 330 (6.91%) TypeScript
7 268 (5.61%) C#
8 178 (3.73%) Go
9 128 (2.68%) R
10 119 (2.49%) C++
11 114 (2.39%) Scala
12 113 (2.37%) Bicep
13 105 (2.20%) Shell Script
14 62 (1.30%) Perl
15 54 (1.13%) Rust
16 53 (1.11%) PL/SQL
17 52 (1.09%) C
18 51 (1.07%) Groovy
19 49 (1.03%) Data Analysis Expressions
20 45 (0.94%) Ruby
Qualifications
1 1,112 (23.27%) Security Cleared
2 901 (18.86%) SC Cleared
3 382 (7.99%) Degree
4 177 (3.70%) DV Cleared
5 146 (3.06%) Computer Science Degree
6 123 (2.57%) Azure Certification
7 118 (2.47%) AWS Certification
8 90 (1.88%) BPSS Clearance
9 86 (1.80%) CISSP
10 80 (1.67%) Cisco Certification
11 64 (1.34%) Master's Degree
12 45 (0.94%) CCNP
13 41 (0.86%) Microsoft Certification
14 35 (0.73%) PhD
15 34 (0.71%) VMware Certified Professional (VCP)
16 29 (0.61%) CISM
17 27 (0.57%) AWS Certified Solutions Architect
17 27 (0.57%) CCIE
18 25 (0.52%) DBS Check
19 22 (0.46%) ISTQB
Quality Assurance & Compliance
1 512 (10.72%) Data Quality
2 230 (4.81%) QA
3 106 (2.22%) GDPR
4 99 (2.07%) NIST
5 91 (1.90%) ISO/IEC 27001
6 69 (1.44%) Accessibility
7 30 (0.63%) SLA
8 27 (0.57%) WCAG
9 26 (0.54%) Actionable Recommendations
9 26 (0.54%) Sarbanes-Oxley
10 25 (0.52%) NCSC
11 24 (0.50%) PCI DSS
12 18 (0.38%) HIPAA
13 10 (0.21%) California Consumer Privacy Act
13 10 (0.21%) ISO 20022
14 9 (0.19%) SOC 2
15 7 (0.15%) GRC
16 6 (0.13%) Cyber Essentials
16 6 (0.13%) NIST 800
17 5 (0.10%) HL7
System Software
1 796 (16.66%) Docker
2 144 (3.01%) Active Directory
3 111 (2.32%) VMware Infrastructure
4 54 (1.13%) Virtual Machines
5 38 (0.80%) vSphere
6 37 (0.77%) Hyper-V
7 34 (0.71%) 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 10 (0.21%) Oracle RAC
12 9 (0.19%) Squid
13 7 (0.15%) HDFS
13 7 (0.15%) KVM
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 1,125 (23.55%) Terraform
2 919 (19.23%) Kubernetes
3 548 (11.47%) Ansible
4 276 (5.78%) Grafana
5 207 (4.33%) Prometheus
6 85 (1.78%) Puppet
7 67 (1.40%) Progress Chef
8 60 (1.26%) Argo
9 27 (0.57%) Istio
10 26 (0.54%) vCenter Server
11 25 (0.52%) Single Sign-On
12 24 (0.50%) Control-M
12 24 (0.50%) ZABBIX
13 21 (0.44%) Nagios
14 20 (0.42%) Microsoft Intune
14 20 (0.42%) vRealize
15 19 (0.40%) Kibana
16 17 (0.36%) HAProxy
16 17 (0.36%) Packer
16 17 (0.36%) Tivoli
Vendors
1 592 (12.39%) Microsoft
2 477 (9.98%) Databricks
3 285 (5.96%) Google
4 211 (4.42%) Oracle
5 184 (3.85%) Splunk
6 141 (2.95%) VMware
7 128 (2.68%) Cisco
8 114 (2.39%) OpenAI
8 114 (2.39%) ServiceNow
9 91 (1.90%) Dynatrace
9 91 (1.90%) Red Hat
10 86 (1.80%) F5
11 82 (1.72%) IBM
12 78 (1.63%) Palo Alto
13 69 (1.44%) Informatica
14 65 (1.36%) CyberArk
14 65 (1.36%) Fortinet
15 58 (1.21%) SAP
16 55 (1.15%) Foundry
17 50 (1.05%) Salesforce