Python Contracts in England

Python
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Python skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Python over the 6 months leading up to 2 May 2025, comparing them to the same period in the previous two years.

6 months to
2 May 2025
Same period 2024 Same period 2023
Rank 9 14 13
Rank change year-on-year +5 -1 0
Contract jobs citing Python 3,249 3,476 5,667
As % of all contract jobs advertised in England 13.31% 9.36% 11.26%
As % of the Programming Languages category 39.35% 31.78% 31.90%
Number of daily rates quoted 2,348 2,525 4,134
10th Percentile £393 £397 £425
25th Percentile £457 £463 £500
Median daily rate (50th Percentile) £550 £563 £600
Median % change year-on-year -2.22% -6.25% -
75th Percentile £700 £688 £725
90th Percentile £838 £815 £825
UK median daily rate £550 £550 £600
% change year-on-year - -8.33% -
Number of hourly rates quoted 44 86 121
10th Percentile £21.25 £25.38 £22.16
25th Percentile £26.05 £42.31 £47.50
Median hourly rate £40.91 £62.18 £65.00
Median % change year-on-year -34.20% -4.34% +27.83%
75th Percentile £58.75 £70.94 £70.30
90th Percentile £73.88 £77.50 £76.00
UK median hourly rate £35.00 £57.50 £60.94
% change year-on-year -39.13% -5.64% +22.49%

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 8,256 10,937 17,763
As % of all contract IT jobs advertised in England 33.82% 29.44% 35.31%
Number of daily rates quoted 5,718 7,945 12,962
10th Percentile £363 £350 £388
25th Percentile £425 £425 £463
Median daily rate (50th Percentile) £525 £542 £565
Median % change year-on-year -3.05% -4.16% +2.73%
75th Percentile £650 £650 £688
90th Percentile £788 £775 £798
UK median daily rate £525 £525 £550
% change year-on-year - -4.55% -
Number of hourly rates quoted 216 440 425
10th Percentile £25.25 £35.52 £26.25
25th Percentile £37.96 £48.00 £49.68
Median hourly rate £62.75 £62.50 £60.00
Median % change year-on-year +0.40% +4.17% +20.00%
75th Percentile £68.00 £70.00 £70.00
90th Percentile £85.00 £80.00 £77.00
UK median hourly rate £62.50 £60.50 £60.00
% change year-on-year +3.31% +0.83% +20.00%

Python
Job Vacancy Trend in England

Job postings citing Python as a proportion of all IT jobs advertised in England.

Job vacancy trend for Python in England

Python
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Python in England.

Daily rate trend for Python in England

Python
Daily Rate Histogram in England

Daily rate distribution for jobs citing Python in England over the 6 months to 2 May 2025.

Daily rate histogram for Python in England

Python
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Python in England.

Hourly rate trend for Python in England

Python
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Python in England over the 6 months to 2 May 2025.

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 2 May 2025. 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 2,170 £600 +1.69% 5,540
North of England -2 283 £492 -1.60% 1,153
South East +12 256 £525 - 1,759
South West +5 150 £550 -8.33% 592
North West -2 144 £475 -5.00% 657
Midlands +11 134 £455 +5.09% 644
Yorkshire +6 123 £500 - 358
West Midlands +18 95 £500 +17.65% 347
East of England +11 85 £503 +11.67% 695
East Midlands -1 38 £423 -6.11% 243
North East -10 19 £481 -6.64% 142
Python
UK

Python
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 220 (6.77%) Apache Spark
2 210 (6.46%) Apache Airflow
3 205 (6.31%) Apache
4 85 (2.62%) Confluence
5 35 (1.08%) SAS
6 25 (0.77%) nginx
6 25 (0.77%) SharePoint
7 22 (0.68%) Jupyter
8 12 (0.37%) JBoss
8 12 (0.37%) Traefik
9 10 (0.31%) Microsoft Exchange
9 10 (0.31%) OpenStack
10 8 (0.25%) BizTalk Server
11 7 (0.22%) Tomcat
12 5 (0.15%) WebSphere
13 4 (0.12%) ArcGIS
13 4 (0.12%) Cloud Foundry
14 3 (0.092%) CMS
14 3 (0.092%) Oracle Workflow
15 2 (0.062%) WordPress
Applications
1 95 (2.92%) Microsoft Excel
2 22 (0.68%) Microsoft Office
3 15 (0.46%) MS Visio
4 12 (0.37%) Chatbot
4 12 (0.37%) Microsoft PowerPoint
5 5 (0.15%) Maya
5 5 (0.15%) NUKE
5 5 (0.15%) Spreadsheet
6 2 (0.062%) Adobe XD
6 2 (0.062%) CPLEX
6 2 (0.062%) Microsoft Project
6 2 (0.062%) Simulink
6 2 (0.062%) Sketch
7 1 (0.031%) CATIA
7 1 (0.031%) EViews
7 1 (0.031%) Revit
7 1 (0.031%) Siemens NX
7 1 (0.031%) SOLIDWORKS
7 1 (0.031%) Trello
Business Applications
1 39 (1.20%) Aladdin
2 17 (0.52%) Endur
3 15 (0.46%) thinkFolio
4 7 (0.22%) SAP S/4HANA
5 5 (0.15%) Kondor
6 4 (0.12%) Fidessa
7 3 (0.092%) Bankmaster
7 3 (0.092%) Sparx Enterprise Architect
8 2 (0.062%) Dynamics CRM
8 2 (0.062%) Infor SunSystems
8 2 (0.062%) NetSuite
8 2 (0.062%) Oracle EBS
8 2 (0.062%) Payment Gateway
8 2 (0.062%) Remedy ITSM
8 2 (0.062%) SAP BPC
9 1 (0.031%) ION MarketView
9 1 (0.031%) Maximo
9 1 (0.031%) NEC Housing
9 1 (0.031%) Oracle Payables
9 1 (0.031%) Shopify
Cloud Services
1 1,295 (39.86%) AWS
2 907 (27.92%) Azure
3 435 (13.39%) GCP
4 254 (7.82%) Serverless
5 242 (7.45%) GitHub
6 218 (6.71%) Power Platform
7 208 (6.40%) dbt
8 202 (6.22%) AWS Lambda
9 176 (5.42%) Amazon S3
10 171 (5.26%) Snowflake
11 158 (4.86%) Azure DevOps
12 130 (4.00%) AWS CloudFormation
13 115 (3.54%) GitHub Actions
14 104 (3.20%) Azure Data Factory
14 104 (3.20%) OpenShift
15 99 (3.05%) Amazon EC2
16 89 (2.74%) Amazon ECS
17 74 (2.28%) Entra ID
18 73 (2.25%) Amazon EKS
19 65 (2.00%) Amazon CloudWatch
Communications & Networking
1 142 (4.37%) Firewall
2 141 (4.34%) DNS
3 103 (3.17%) TCP/IP
4 78 (2.40%) Network Security
5 68 (2.09%) VPN
6 59 (1.82%) HTTP
7 58 (1.79%) DHCP
8 49 (1.51%) BGP
9 39 (1.20%) OSPF
10 34 (1.05%) WAN
11 29 (0.89%) LAN
12 28 (0.86%) MPLS
12 28 (0.86%) Wireless
13 22 (0.68%) VLAN
14 19 (0.58%) Cisco ISE
14 19 (0.58%) SAN
14 19 (0.58%) SSL
15 18 (0.55%) 5G
16 17 (0.52%) 4G
17 16 (0.49%) LTE
Database & Business Intelligence
1 208 (6.40%) Power BI
2 194 (5.97%) PostgreSQL
3 181 (5.57%) Data Warehouse
4 155 (4.77%) Big Data
5 152 (4.68%) Amazon Athena
6 144 (4.43%) SQL Server
7 137 (4.22%) Tableau
8 132 (4.06%) Data Lake
9 123 (3.79%) Relational Database
10 116 (3.57%) Apache Iceberg
11 108 (3.32%) NoSQL
12 105 (3.23%) Dremio
12 105 (3.23%) MongoDB
13 102 (3.14%) Hadoop
14 94 (2.89%) Apache Arrow
15 87 (2.68%) Amazon Redshift
16 82 (2.52%) Amazon RDS
17 67 (2.06%) Apache Ignite
18 62 (1.91%) MySQL
19 59 (1.82%) BigQuery
Development Applications
1 399 (12.28%) Git
2 312 (9.60%) Jenkins
3 200 (6.16%) GitLab
4 178 (5.48%) JIRA
5 83 (2.55%) Selenium
6 46 (1.42%) Artifactory
7 44 (1.35%) Bitbucket
8 34 (1.05%) SonarQube
9 29 (0.89%) JMeter
9 29 (0.89%) JUnit
9 29 (0.89%) Sonatype Nexus
10 25 (0.77%) Postman
10 25 (0.77%) TeamCity
11 22 (0.68%) Cucumber
12 21 (0.65%) LoadRunner
13 17 (0.52%) Cypress.io
13 17 (0.52%) Subversion
13 17 (0.52%) Visual Studio
14 16 (0.49%) CircleCI
15 15 (0.46%) Maven
General
1 878 (27.02%) Finance
2 734 (22.59%) Social Skills
3 474 (14.59%) Analytical Skills
4 406 (12.50%) Banking
5 346 (10.65%) Front Office
6 246 (7.57%) Public Sector
7 196 (6.03%) Investment Banking
8 87 (2.68%) Telecoms
9 62 (1.91%) Financial Institution
10 61 (1.88%) Marketing
11 53 (1.63%) Presentation Skills
12 50 (1.54%) Pharmaceutical
13 39 (1.20%) Legal
14 37 (1.14%) Retail
15 32 (0.98%) Manufacturing
15 32 (0.98%) Organisational Skills
16 29 (0.89%) Inclusion and Diversity
17 22 (0.68%) Documentation Skills
18 20 (0.62%) Back Office
18 20 (0.62%) Electronics
Job Titles
1 767 (23.61%) Developer
2 452 (13.91%) Data Engineer
3 446 (13.73%) Senior
4 308 (9.48%) Python Developer
5 290 (8.93%) Analyst
6 260 (8.00%) AWS Engineer
6 260 (8.00%) Python Engineer
7 248 (7.63%) DevOps Engineer
8 232 (7.14%) Software Engineer
9 175 (5.39%) Lead
10 147 (4.52%) Architect
11 131 (4.03%) Data Scientist
12 109 (3.35%) Senior Developer
13 104 (3.20%) Full-Stack Developer
14 99 (3.05%) Data Analyst
15 92 (2.83%) AWS DevOps
16 88 (2.71%) Developer/Software Engineer
17 85 (2.62%) AWS DevOps Engineer
18 84 (2.59%) Azure Engineer
19 81 (2.49%) Network Engineer
Libraries, Frameworks & Software Standards
1 266 (8.19%) React
2 209 (6.43%) PySpark
3 207 (6.37%) Kafka
4 172 (5.29%) Pandas
5 152 (4.68%) NumPy
6 145 (4.46%) REST
7 143 (4.40%) Node.js
8 132 (4.06%) .NET
9 115 (3.54%) AngularJS
10 113 (3.48%) FastAPI
11 91 (2.80%) Django
12 90 (2.77%) HTML
13 83 (2.55%) SciPy
14 80 (2.46%) TensorFlow
15 77 (2.37%) CSS
16 76 (2.34%) RESTful
17 73 (2.25%) PyTorch
18 66 (2.03%) pytest
19 65 (2.00%) Vue
20 58 (1.79%) Redux
Miscellaneous
1 185 (5.69%) Fixed Income
2 162 (4.99%) Hedge funds
3 148 (4.56%) Derivative
4 140 (4.31%) Algorithms
5 125 (3.85%) Equities
6 121 (3.72%) Cloud Native
7 117 (3.60%) Foreign Exchange (FX)
8 97 (2.99%) Distributed Systems
9 74 (2.28%) Data Structures
10 65 (2.00%) Onboarding
11 62 (1.91%) Data Protection Act
12 60 (1.85%) Public Cloud
13 52 (1.60%) Greenfield Project
14 51 (1.57%) Product Ownership
15 41 (1.26%) Data Centre
15 41 (1.26%) Legacy Systems
16 39 (1.20%) Distributed Computing
16 39 (1.20%) Self-Motivation
17 38 (1.17%) Hybrid Cloud
18 35 (1.08%) Enterprise Software
Operating Systems
1 502 (15.45%) Linux
2 227 (6.99%) Windows
3 139 (4.28%) Unix
4 104 (3.20%) Red Hat Enterprise Linux
5 83 (2.55%) Windows Server
6 45 (1.39%) CentOS
7 20 (0.62%) Ubuntu
8 19 (0.58%) Solaris
9 15 (0.46%) Mac OS
10 9 (0.28%) Android
10 9 (0.28%) Rocky
11 8 (0.25%) AIX
11 8 (0.25%) VMS
12 7 (0.22%) Debian
13 6 (0.18%) Windows Server 2019
14 5 (0.15%) SUSE
14 5 (0.15%) Windows Server 2016
15 4 (0.12%) Apple iOS
16 3 (0.092%) Oracle Linux
16 3 (0.092%) Windows 10
Processes & Methodologies
1 902 (27.76%) CI/CD
2 824 (25.36%) Agile
3 789 (24.28%) DevOps
4 726 (22.35%) Problem-Solving
5 494 (15.20%) Analytics
6 491 (15.11%) Software Engineering
7 380 (11.70%) Artificial Intelligence
8 376 (11.57%) Machine Learning
9 343 (10.56%) Containerisation
10 339 (10.43%) Data Science
11 330 (10.16%) Infrastructure as Code
12 328 (10.10%) Data Pipeline
13 311 (9.57%) ETL
14 304 (9.36%) Test Automation
15 294 (9.05%) Data Engineering
16 289 (8.90%) Business Intelligence
17 271 (8.34%) Data Modelling
18 244 (7.51%) Asset Management
19 240 (7.39%) Computer Science
20 231 (7.11%) Visualisation
Programming Languages
1 1,051 (32.35%) SQL
2 607 (18.68%) Java
3 391 (12.03%) JavaScript
4 382 (11.76%) Bash
5 330 (10.16%) PowerShell
6 243 (7.48%) TypeScript
7 222 (6.83%) C#
8 172 (5.29%) C++
9 156 (4.80%) Go
10 129 (3.97%) R
11 115 (3.54%) Shell Script
12 103 (3.17%) Scala
13 81 (2.49%) Perl
14 58 (1.79%) Ruby
15 55 (1.69%) C
16 36 (1.11%) VBA
17 35 (1.08%) PHP
17 35 (1.08%) Rust
18 34 (1.05%) T-SQL
19 31 (0.95%) Groovy
Qualifications
1 563 (17.33%) Security Cleared
2 434 (13.36%) SC Cleared
3 339 (10.43%) Degree
4 139 (4.28%) Computer Science Degree
5 107 (3.29%) DV Cleared
6 92 (2.83%) AWS Certification
7 83 (2.55%) Master's Degree
8 62 (1.91%) Cisco Certification
9 49 (1.51%) CCNP
10 44 (1.35%) PhD
11 32 (0.98%) CISSP
12 29 (0.89%) AWS Certified Solutions Architect
13 27 (0.83%) Azure Certification
14 26 (0.80%) VMware Certified Professional (VCP)
15 24 (0.74%) CEH
16 21 (0.65%) Numerate Degree
17 20 (0.62%) Oracle Certification
18 18 (0.55%) BPSS Clearance
18 18 (0.55%) CCIE
19 17 (0.52%) CCNA
Quality Assurance & Compliance
1 198 (6.09%) Data Quality
2 159 (4.89%) QA
3 93 (2.86%) GDPR
4 46 (1.42%) ISO/IEC 27001
5 43 (1.32%) NIST
6 42 (1.29%) Accessibility
7 38 (1.17%) Sarbanes-Oxley
8 31 (0.95%) HIPAA
9 22 (0.68%) PCI DSS
10 21 (0.65%) NCSC
11 11 (0.34%) MiFID
11 11 (0.34%) SLA
12 8 (0.25%) Actionable Recommendations
12 8 (0.25%) Basel III
13 7 (0.22%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
14 6 (0.18%) EMIR
14 6 (0.18%) SOC 2
14 6 (0.18%) WCAG
15 5 (0.15%) California Consumer Privacy Act
15 5 (0.15%) Government Security Classifications
System Software
1 510 (15.70%) Docker
2 89 (2.74%) VMware Infrastructure
3 86 (2.65%) Active Directory
4 24 (0.74%) Virtual Machines
5 22 (0.68%) vSphere
6 20 (0.62%) Hyper-V
7 18 (0.55%) VMware NSX
8 17 (0.52%) VMware ESXi
9 15 (0.46%) Firmware
10 6 (0.18%) OpenAM
10 6 (0.18%) OpenDJ
10 6 (0.18%) OpenIDM
11 5 (0.15%) HDFS
11 5 (0.15%) NFS
12 4 (0.12%) Platform Symphony
12 4 (0.12%) Veritas Cluster Server
12 4 (0.12%) Veritas File System
12 4 (0.12%) Veritas Volume Manager
13 3 (0.092%) FreeRADIUS
13 3 (0.092%) VirtualBox
Systems Management
1 656 (20.19%) Kubernetes
2 607 (18.68%) Terraform
3 467 (14.37%) Ansible
4 108 (3.32%) Puppet
5 103 (3.17%) Grafana
6 86 (2.65%) Prometheus
7 73 (2.25%) Progress Chef
8 35 (1.08%) Kibana
9 33 (1.02%) Packer
10 27 (0.83%) ZABBIX
11 25 (0.77%) Jamf Pro
12 22 (0.68%) Rancher
13 21 (0.65%) Istio
14 20 (0.62%) vCenter Server
15 19 (0.58%) Single Sign-On
16 18 (0.55%) Consul
17 16 (0.49%) Microsoft Intune
18 15 (0.46%) Red Hat Satellite
19 14 (0.43%) HAProxy
19 14 (0.43%) QRadar
Vendors
1 255 (7.85%) Microsoft
2 192 (5.91%) Databricks
3 175 (5.39%) Oracle
4 142 (4.37%) Google
5 137 (4.22%) VMware
6 115 (3.54%) Cisco
7 113 (3.48%) Splunk
8 101 (3.11%) Red Hat
9 53 (1.63%) IBM
10 52 (1.60%) F5
11 46 (1.42%) SAP
12 44 (1.35%) ServiceNow
13 38 (1.17%) BISAM
14 36 (1.11%) Fortinet
15 34 (1.05%) Informatica
16 32 (0.98%) Sybase
17 31 (0.95%) CheckPoint
18 28 (0.86%) Okta
19 25 (0.77%) Apple
19 25 (0.77%) Palo Alto