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

6 months to
17 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 3,624 3,539
As % of all contract jobs in England 10.44% 13.04% 10.68%
As % of the Programming Languages category 39.80% 39.89% 33.44%
Number of daily rates quoted 3,157 2,469 2,617
10th Percentile £380 £360 £375
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £537 £580
Median % change year-on-year +2.42% -7.41% -3.33%
75th Percentile £650 £660 £725
90th Percentile £750 £800 £850
UK median daily rate £535 £525 £575
% change year-on-year +1.83% -8.70% -4.17%
Number of hourly rates quoted 118 63 99
10th Percentile £30.87 £33.91 £22.00
25th Percentile £42.83 £36.25 £40.28
Median hourly rate £60.37 £52.50 £65.00
Median % change year-on-year +14.99% -19.23% -
75th Percentile £77.50 £62.38 £70.00
90th Percentile £88.75 £84.59 £77.50
UK median hourly rate £55.50 £50.00 £57.50
% change year-on-year +11.00% -13.04% -10.68%

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 11,986 9,084 10,582
As % of all contract IT jobs advertised in England 26.23% 32.68% 31.93%
Number of daily rates quoted 7,779 6,220 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 £653
90th Percentile £738 £750 £788
UK median daily rate £515 £503 £534
% change year-on-year +2.49% -5.81% -3.00%
Number of hourly rates quoted 494 248 349
10th Percentile £33.70 £29.07 £30.00
25th Percentile £53.13 £40.00 £50.75
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 £83.42 £79.34
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 17 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 17 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 17 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 2,760 £575 - 2,967
North of England +2 750 £500 +2.04% 588
South East -8 457 £537 +7.40% 704
Yorkshire 0 383 £500 - 162
South West -1 298 £505 -3.81% 326
North West +2 284 £525 +10.53% 318
Midlands -16 242 £476 +2.92% 258
West Midlands -15 194 £470 -1.05% 154
East of England -9 142 £500 -0.50% 334
North East -1 94 £425 -18.27% 113
East Midlands -13 48 £495 +16.47% 103
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
1 260 (5.45%) Apache Airflow
2 250 (5.24%) Apache Spark
3 191 (4.00%) Apache
4 147 (3.08%) Confluence
5 51 (1.07%) Jupyter
6 41 (0.86%) SAS
7 39 (0.82%) SharePoint
8 25 (0.52%) OpenStack
9 20 (0.42%) Palantir Foundry
10 19 (0.40%) ArcGIS
11 14 (0.29%) nginx
12 12 (0.25%) IIS
13 8 (0.17%) CMS
14 7 (0.15%) Apache Superset
15 6 (0.13%) CICS
15 6 (0.13%) Tomcat
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 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 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%) Global One
9 2 (0.042%) Oracle Assets
9 2 (0.042%) Orchestrade
9 2 (0.042%) Workday HCM
Cloud Services
1 1,827 (38.29%) AWS
2 1,661 (34.81%) Azure
3 719 (15.07%) GCP
4 579 (12.14%) GitHub
5 433 (9.08%) Power Platform
6 391 (8.20%) Serverless
7 376 (7.88%) Azure DevOps
8 346 (7.25%) GitHub Actions
9 331 (6.94%) Amazon S3
10 297 (6.23%) AWS Lambda
11 263 (5.51%) Snowflake
12 215 (4.51%) Azure Data Factory
13 203 (4.25%) dbt
14 145 (3.04%) Amazon CloudWatch
14 145 (3.04%) AWS CloudFormation
15 140 (2.93%) Amazon EKS
16 127 (2.66%) Azure Synapse Analytics
17 121 (2.54%) Entra ID
18 113 (2.37%) Amazon EC2
19 111 (2.33%) OpenShift
Communications & Networking
1 265 (5.55%) Firewall
2 187 (3.92%) DNS
3 141 (2.96%) TCP/IP
4 116 (2.43%) BGP
5 114 (2.39%) VPN
6 110 (2.31%) Network Security
7 103 (2.16%) WAN
8 76 (1.59%) DHCP
9 65 (1.36%) OSPF
10 55 (1.15%) SD-WAN
11 52 (1.09%) VLAN
11 52 (1.09%) VXLAN
12 47 (0.99%) BIG-IP
12 47 (0.99%) HTTP
13 42 (0.88%) F5 BIG-IP LTM
13 42 (0.88%) SSL
14 41 (0.86%) Ethernet VPN
15 38 (0.80%) SNMP
16 36 (0.75%) MPLS
17 32 (0.67%) SAN
Database & Business Intelligence
1 400 (8.38%) Power BI
2 292 (6.12%) Data Warehouse
3 269 (5.64%) PostgreSQL
4 196 (4.11%) SQL Server
5 177 (3.71%) Tableau
6 166 (3.48%) Metadata
7 159 (3.33%) Relational Database
8 157 (3.29%) Data Lake
9 149 (3.12%) NoSQL
10 141 (2.96%) BigQuery
11 119 (2.49%) Big Data
12 118 (2.47%) Amazon Redshift
13 109 (2.28%) Amazon Athena
14 106 (2.22%) Delta Lake
15 100 (2.10%) Amazon RDS
16 89 (1.87%) MongoDB
17 82 (1.72%) DynamoDB
18 65 (1.36%) MySQL
19 57 (1.19%) Redis
20 55 (1.15%) Snowflake Schema
Development Applications
1 597 (12.51%) Git
2 417 (8.74%) Jenkins
3 378 (7.92%) GitLab
4 244 (5.11%) JIRA
5 76 (1.59%) Selenium
6 44 (0.92%) MLflow
7 43 (0.90%) Postman
8 42 (0.88%) JMeter
9 39 (0.82%) Bitbucket
10 37 (0.78%) SonarQube
11 29 (0.61%) Artifactory
12 28 (0.59%) Gatling
13 27 (0.57%) Claude Code
13 27 (0.57%) Cucumber
14 25 (0.52%) Maven
14 25 (0.52%) Sonatype Nexus
15 24 (0.50%) Cypress.io
15 24 (0.50%) LoadRunner
16 19 (0.40%) REST Assured
17 18 (0.38%) Robot Framework
General
1 1,046 (21.92%) Finance
1 1,046 (21.92%) Social Skills
2 710 (14.88%) Analytical Skills
3 472 (9.89%) Public Sector
4 378 (7.92%) Banking
5 178 (3.73%) Front Office
6 105 (2.20%) Investment Banking
7 100 (2.10%) Retail
8 98 (2.05%) Inclusion and Diversity
9 92 (1.93%) Documentation Skills
10 79 (1.66%) Marketing
11 66 (1.38%) Telecoms
12 51 (1.07%) Pharmaceutical
13 46 (0.96%) Aerospace
14 44 (0.92%) Financial Institution
15 43 (0.90%) Military
16 42 (0.88%) Legal
17 38 (0.80%) Publishing
18 35 (0.73%) Manufacturing
19 34 (0.71%) Law
Job Titles
1 785 (16.45%) Senior
2 755 (15.82%) Developer
3 710 (14.88%) Data Engineer
4 437 (9.16%) Lead
5 396 (8.30%) Python Developer
6 298 (6.25%) Python Engineer
7 273 (5.72%) DevOps Engineer
8 266 (5.58%) Software Engineer
9 245 (5.14%) Analyst
10 236 (4.95%) Architect
11 222 (4.65%) Artificial Intelligence Engineer
12 189 (3.96%) AWS Engineer
13 168 (3.52%) Data Scientist
14 157 (3.29%) Cloud Engineer
15 153 (3.21%) Senior Developer
16 151 (3.16%) Platform Engineer
17 144 (3.02%) Senior Data Engineer
18 139 (2.91%) Azure Engineer
19 120 (2.52%) Data Analyst
20 114 (2.39%) Network Engineer
Libraries, Frameworks & Software Standards
1 387 (8.11%) REST
2 330 (6.92%) PySpark
3 305 (6.39%) Kafka
4 285 (5.97%) React
5 210 (4.40%) .NET
6 172 (3.61%) JSON
7 163 (3.42%) RESTful
8 161 (3.37%) Django
8 161 (3.37%) FastAPI
9 151 (3.16%) Node.js
10 150 (3.14%) Pandas
11 120 (2.52%) LangChain
12 117 (2.45%) PyTorch
13 99 (2.08%) YAML
14 97 (2.03%) pytest
15 95 (1.99%) Flask
15 95 (1.99%) HTML
16 89 (1.87%) NumPy
17 87 (1.82%) OAuth
18 86 (1.80%) CSS
Miscellaneous
1 670 (14.04%) Cloud Native
2 268 (5.62%) Distributed Systems
3 194 (4.07%) AI Agents
4 188 (3.94%) Onboarding
5 147 (3.08%) Data Centre
6 135 (2.83%) Product Ownership
7 121 (2.54%) Algorithms
8 115 (2.41%) Data Structures
8 115 (2.41%) Hybrid Cloud
9 113 (2.37%) Legacy Systems
10 100 (2.10%) Derivative
11 96 (2.01%) Data Protection Act
12 90 (1.89%) Equities
13 87 (1.82%) Management Information System
14 82 (1.72%) Fixed Income
15 80 (1.68%) Security Posture
16 59 (1.24%) Enterprise Software
17 58 (1.22%) PKI
18 57 (1.19%) Public Cloud
19 50 (1.05%) Analytical Mindset
Operating Systems
1 620 (13.00%) Linux
2 306 (6.41%) Windows
3 200 (4.19%) Unix
4 127 (2.66%) Red Hat Enterprise Linux
5 73 (1.53%) Windows Server
6 39 (0.82%) Ubuntu
7 28 (0.59%) AIX
8 25 (0.52%) VMS
9 16 (0.34%) Android
9 16 (0.34%) CentOS
9 16 (0.34%) Solaris
10 10 (0.21%) Apple iOS
10 10 (0.21%) zOS
11 9 (0.19%) Mac OS
12 8 (0.17%) Windows 10
13 7 (0.15%) 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 1,870 (39.20%) CI/CD
2 1,392 (29.18%) DevOps
3 1,227 (25.72%) AI
4 1,072 (22.47%) Agile
5 991 (20.77%) Analytics
6 973 (20.39%) Infrastructure as Code
7 870 (18.24%) Data Pipeline
8 805 (16.87%) Problem-Solving
9 744 (15.59%) Software Engineering
10 729 (15.28%) Machine Learning
11 704 (14.76%) Data Engineering
12 639 (13.39%) Data Modelling
13 635 (13.31%) Containerisation
14 572 (11.99%) Observability
15 563 (11.80%) ETL
16 527 (11.05%) Test Automation
17 519 (10.88%) Data Science
18 498 (10.44%) Continuous Improvement
19 471 (9.87%) Validation
20 467 (9.79%) Business Intelligence
Programming Languages
1 1,592 (33.37%) SQL
2 715 (14.99%) Java
3 677 (14.19%) PowerShell
4 653 (13.69%) Bash
5 382 (8.01%) JavaScript
6 320 (6.71%) TypeScript
7 267 (5.60%) C#
8 175 (3.67%) Go
9 128 (2.68%) R
10 120 (2.52%) C++
11 113 (2.37%) Bicep
12 112 (2.35%) Scala
13 107 (2.24%) Shell Script
14 62 (1.30%) Perl
15 54 (1.13%) PL/SQL
16 53 (1.11%) Rust
17 52 (1.09%) C
17 52 (1.09%) Data Analysis Expressions
18 51 (1.07%) Groovy
19 45 (0.94%) Ruby
Qualifications
1 1,113 (23.33%) Security Cleared
2 900 (18.86%) SC Cleared
3 383 (8.03%) Degree
4 184 (3.86%) DV Cleared
5 147 (3.08%) Computer Science Degree
6 126 (2.64%) Azure Certification
7 119 (2.49%) AWS Certification
8 89 (1.87%) CISSP
9 88 (1.84%) BPSS Clearance
10 83 (1.74%) Cisco Certification
11 67 (1.40%) Master's Degree
12 46 (0.96%) CCNP
13 41 (0.86%) Microsoft Certification
14 35 (0.73%) PhD
15 34 (0.71%) VMware Certified Professional (VCP)
16 30 (0.63%) CISM
17 28 (0.59%) CCIE
18 27 (0.57%) AWS Certified Solutions Architect
19 24 (0.50%) DBS Check
20 22 (0.46%) ISTQB
Quality Assurance & Compliance
1 507 (10.63%) Data Quality
2 233 (4.88%) QA
3 105 (2.20%) GDPR
4 103 (2.16%) NIST
5 94 (1.97%) ISO/IEC 27001
6 71 (1.49%) Accessibility
7 31 (0.65%) SLA
8 28 (0.59%) Actionable Recommendations
9 27 (0.57%) Sarbanes-Oxley
10 26 (0.54%) PCI DSS
10 26 (0.54%) WCAG
11 25 (0.52%) NCSC
12 18 (0.38%) HIPAA
13 10 (0.21%) California Consumer Privacy Act
14 9 (0.19%) SOC 2
15 7 (0.15%) GRC
15 7 (0.15%) ISO 20022
16 6 (0.13%) Cyber Essentials
16 6 (0.13%) NIST 800
17 5 (0.10%) HL7
System Software
1 798 (16.73%) Docker
2 147 (3.08%) Active Directory
3 113 (2.37%) VMware Infrastructure
4 55 (1.15%) Virtual Machines
5 39 (0.82%) vSphere
6 38 (0.80%) Hyper-V
7 35 (0.73%) VMware NSX
8 27 (0.57%) Firmware
9 21 (0.44%) VMware ESXi
10 14 (0.29%) Virtual Desktop
11 13 (0.27%) NFS
12 10 (0.21%) Oracle RAC
13 9 (0.19%) Squid
14 7 (0.15%) HDFS
14 7 (0.15%) KVM
14 7 (0.15%) Postfix
14 7 (0.15%) PowerHA
15 4 (0.084%) Ceph
15 4 (0.084%) Slurm Workload Manager
15 4 (0.084%) SRDF
Systems Management
1 1,131 (23.71%) Terraform
2 921 (19.30%) Kubernetes
3 561 (11.76%) Ansible
4 278 (5.83%) Grafana
5 208 (4.36%) Prometheus
6 84 (1.76%) Puppet
7 70 (1.47%) Progress Chef
8 60 (1.26%) Argo
9 28 (0.59%) Istio
10 26 (0.54%) Single Sign-On
11 25 (0.52%) Control-M
11 25 (0.52%) 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%) FortiGate
Vendors
1 599 (12.56%) Microsoft
2 473 (9.91%) Databricks
3 291 (6.10%) Google
4 214 (4.49%) Oracle
5 189 (3.96%) Splunk
6 147 (3.08%) VMware
7 134 (2.81%) Cisco
8 119 (2.49%) ServiceNow
9 113 (2.37%) OpenAI
10 94 (1.97%) Dynatrace
11 92 (1.93%) Red Hat
12 86 (1.80%) F5
13 82 (1.72%) IBM
14 79 (1.66%) Palo Alto
15 69 (1.45%) Informatica
16 66 (1.38%) CyberArk
16 66 (1.38%) Fortinet
17 58 (1.22%) SAP
18 56 (1.17%) Foundry
19 51 (1.07%) Salesforce