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

6 months to
3 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 12
Rank change year-on-year -3 +2 0
Contract jobs citing Python 4,788 3,588 3,538
As % of all contract jobs in England 10.49% 13.11% 10.79%
As % of the Programming Languages category 40.28% 39.99% 33.59%
Number of daily rates quoted 3,157 2,432 2,572
10th Percentile £375 £363 £375
25th Percentile £450 £436 £468
Median daily rate (50th Percentile) £550 £538 £580
Median % change year-on-year +2.33% -7.33% -3.33%
75th Percentile £650 £660 £725
90th Percentile £750 £800 £850
UK median daily rate £537 £525 £575
% change year-on-year +2.29% -8.70% -4.17%
Number of hourly rates quoted 122 75 90
10th Percentile £31.34 £31.39 £24.93
25th Percentile £43.81 £36.13 £46.18
Median hourly rate £63.14 £50.00 £68.13
Median % change year-on-year +26.27% -26.61% +4.81%
75th Percentile £77.50 £58.88 £71.88
90th Percentile £88.75 £84.18 £78.88
UK median hourly rate £58.62 £50.00 £62.00
% change year-on-year +17.24% -19.35% -4.62%

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 11,888 8,973 10,534
As % of all contract IT jobs advertised in England 26.06% 32.78% 32.14%
Number of daily rates quoted 7,703 6,116 7,384
10th Percentile £363 £350 £356
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 £650
90th Percentile £738 £750 £788
UK median daily rate £520 £503 £525
% change year-on-year +3.48% -4.29% -4.55%
Number of hourly rates quoted 486 269 313
10th Percentile £29.23 £30.82 £31.61
25th Percentile £51.25 £42.25 £51.25
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +3.17%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £78.75 £80.59 £79.83
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +4.00%

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 September 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 September 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 September 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 -3 2,848 £575 -1.71% 5,315
North of England 0 724 £500 +5.26% 729
South East -9 446 £539 +7.75% 912
Yorkshire 0 367 £500 +2.56% 211
South West -4 285 £550 +2.33% 532
North West -1 276 £525 +10.53% 415
Midlands -17 232 £498 +4.74% 343
West Midlands -18 187 £500 +5.26% 197
East of England -11 139 £500 -4.76% 519
North East -1 93 £425 -2.86% 109
East Midlands -18 45 £478 +13.81% 144
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
1 255 (5.33%) Apache Airflow
2 243 (5.08%) Apache Spark
3 197 (4.11%) Apache
4 139 (2.90%) Confluence
5 51 (1.07%) Jupyter
6 45 (0.94%) SharePoint
7 35 (0.73%) SAS
8 28 (0.58%) OpenStack
9 22 (0.46%) Palantir Foundry
10 21 (0.44%) ArcGIS
11 18 (0.38%) nginx
12 13 (0.27%) IIS
13 9 (0.19%) CMS
14 8 (0.17%) WebSphere
15 7 (0.15%) Apache Superset
15 7 (0.15%) Tomcat
16 5 (0.10%) Apache Solr
16 5 (0.10%) Oracle SOA Suite
16 5 (0.10%) WebSphere Application Server
17 4 (0.084%) Microsoft Exchange
Applications
1 97 (2.03%) Microsoft Excel
2 25 (0.52%) Chatbot
3 23 (0.48%) Microsoft Office
4 19 (0.40%) Spreadsheet
5 18 (0.38%) CPLEX
6 16 (0.33%) Microsoft PowerPoint
7 12 (0.25%) MS Visio
8 3 (0.063%) Microsoft Project
9 2 (0.042%) Navisworks
9 2 (0.042%) Revit
10 1 (0.021%) Adobe Creative Suite
10 1 (0.021%) CINEMA 4D
10 1 (0.021%) Houdini
10 1 (0.021%) Mozilla Thunderbird
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 21 (0.44%) Aladdin
2 18 (0.38%) SAP S/4HANA
3 17 (0.36%) Remedy ITSM
4 8 (0.17%) Dynamics CRM
5 7 (0.15%) Oracle EBS
5 7 (0.15%) Remedy AR System
5 7 (0.15%) SAP IBP
6 6 (0.13%) NetSuite
7 5 (0.10%) Front Arena
7 5 (0.10%) Sage X3
8 4 (0.084%) Oracle ERP
8 4 (0.084%) Salesforce CRM
9 3 (0.063%) Endur
9 3 (0.063%) Payment Gateway
9 3 (0.063%) SimCorp Dimension
9 3 (0.063%) Summit
9 3 (0.063%) Teamcenter
10 2 (0.042%) IBM Planning Analytics
10 2 (0.042%) Oracle Assets
10 2 (0.042%) Workday HCM
Cloud Services
1 1,812 (37.84%) AWS
2 1,669 (34.86%) Azure
3 711 (14.85%) GCP
4 605 (12.64%) GitHub
5 426 (8.90%) Power Platform
6 421 (8.79%) Serverless
7 392 (8.19%) Azure DevOps
8 369 (7.71%) GitHub Actions
9 341 (7.12%) Amazon S3
10 310 (6.47%) AWS Lambda
11 276 (5.76%) Snowflake
12 207 (4.32%) Azure Data Factory
13 204 (4.26%) dbt
14 153 (3.20%) Amazon CloudWatch
15 142 (2.97%) AWS CloudFormation
16 138 (2.88%) Amazon EKS
17 125 (2.61%) Entra ID
18 121 (2.53%) Azure Synapse Analytics
19 117 (2.44%) Amazon EC2
20 113 (2.36%) SaaS
Communications & Networking
1 257 (5.37%) Firewall
2 180 (3.76%) DNS
3 145 (3.03%) TCP/IP
4 122 (2.55%) Network Security
5 119 (2.49%) BGP
6 116 (2.42%) VPN
7 106 (2.21%) WAN
8 79 (1.65%) DHCP
9 68 (1.42%) OSPF
10 61 (1.27%) SD-WAN
11 54 (1.13%) VLAN
12 50 (1.04%) BIG-IP
13 49 (1.02%) VXLAN
14 44 (0.92%) F5 BIG-IP LTM
14 44 (0.92%) SSL
15 43 (0.90%) HTTP
16 37 (0.77%) Ethernet VPN
17 36 (0.75%) SNMP
18 35 (0.73%) MPLS
19 31 (0.65%) Internet
Database & Business Intelligence
1 387 (8.08%) Power BI
2 289 (6.04%) Data Warehouse
3 271 (5.66%) PostgreSQL
4 196 (4.09%) SQL Server
5 178 (3.72%) Metadata
6 171 (3.57%) Tableau
7 162 (3.38%) Relational Database
8 157 (3.28%) Data Lake
9 146 (3.05%) NoSQL
10 143 (2.99%) BigQuery
11 115 (2.40%) Amazon Redshift
12 113 (2.36%) Big Data
12 113 (2.36%) Delta Lake
13 110 (2.30%) Amazon Athena
14 107 (2.23%) Amazon RDS
15 89 (1.86%) MongoDB
16 85 (1.78%) DynamoDB
17 75 (1.57%) MySQL
18 66 (1.38%) Redis
19 55 (1.15%) Snowflake Schema
Development Applications
1 624 (13.03%) Git
2 415 (8.67%) Jenkins
3 386 (8.06%) GitLab
4 247 (5.16%) JIRA
5 87 (1.82%) Selenium
6 50 (1.04%) JMeter
7 45 (0.94%) MLflow
8 44 (0.92%) Postman
9 40 (0.84%) SonarQube
10 36 (0.75%) Bitbucket
11 30 (0.63%) Claude Code
12 29 (0.61%) Artifactory
13 28 (0.58%) Cucumber
13 28 (0.58%) Gatling
13 28 (0.58%) Maven
14 27 (0.56%) Sonatype Nexus
15 26 (0.54%) LoadRunner
16 24 (0.50%) Cypress.io
17 21 (0.44%) REST Assured
18 17 (0.36%) Zephyr
General
1 1,103 (23.04%) Social Skills
2 1,041 (21.74%) Finance
3 740 (15.46%) Analytical Skills
4 478 (9.98%) Public Sector
5 388 (8.10%) Banking
6 167 (3.49%) Front Office
7 110 (2.30%) Investment Banking
8 100 (2.09%) Retail
9 95 (1.98%) Inclusion and Diversity
10 92 (1.92%) Documentation Skills
11 84 (1.75%) Marketing
12 70 (1.46%) Telecoms
13 49 (1.02%) Aerospace
13 49 (1.02%) Military
14 47 (0.98%) Pharmaceutical
15 41 (0.86%) Influencing Skills
16 40 (0.84%) Law
17 39 (0.81%) Financial Institution
18 38 (0.79%) Legal
18 38 (0.79%) Publishing
Job Titles
1 809 (16.90%) Senior
2 747 (15.60%) Developer
3 711 (14.85%) Data Engineer
4 435 (9.09%) Lead
5 383 (8.00%) Python Developer
6 298 (6.22%) Python Engineer
7 285 (5.95%) DevOps Engineer
8 258 (5.39%) Analyst
9 243 (5.08%) Architect
9 243 (5.08%) Software Engineer
10 229 (4.78%) Artificial Intelligence Engineer
11 183 (3.82%) AWS Engineer
12 163 (3.40%) Data Scientist
13 161 (3.36%) Senior Developer
14 159 (3.32%) Senior Data Engineer
15 158 (3.30%) Platform Engineer
16 154 (3.22%) Cloud Engineer
17 140 (2.92%) Azure Engineer
18 125 (2.61%) Data Analyst
19 117 (2.44%) Network Engineer
Libraries, Frameworks & Software Standards
1 1,158 (24.19%) Terraform
2 416 (8.69%) REST
3 341 (7.12%) PySpark
4 309 (6.45%) Kafka
5 271 (5.66%) React
6 227 (4.74%) .NET
7 180 (3.76%) Django
8 173 (3.61%) JSON
9 168 (3.51%) FastAPI
10 156 (3.26%) RESTful
11 148 (3.09%) Pandas
12 140 (2.92%) Node.js
13 122 (2.55%) LangChain
14 117 (2.44%) pytest
15 103 (2.15%) Flask
15 103 (2.15%) HTML
16 99 (2.07%) PyTorch
17 98 (2.05%) YAML
18 93 (1.94%) OAuth
19 91 (1.90%) CSS
Miscellaneous
1 683 (14.26%) Cloud Native
2 263 (5.49%) Distributed Systems
3 215 (4.49%) AI Agents
4 197 (4.11%) Onboarding
5 141 (2.94%) Product Ownership
6 140 (2.92%) Data Centre
7 123 (2.57%) Legacy Systems
8 121 (2.53%) Algorithms
9 118 (2.46%) Data Structures
10 115 (2.40%) Hybrid Cloud
11 91 (1.90%) Derivative
11 91 (1.90%) Management Information System
12 90 (1.88%) Data Protection Act
13 80 (1.67%) Equities
14 75 (1.57%) Enterprise Software
15 73 (1.52%) Security Posture
16 59 (1.23%) Fixed Income
17 58 (1.21%) Public Cloud
18 57 (1.19%) PKI
19 50 (1.04%) Linux Command Line
Operating Systems
1 635 (13.26%) Linux
2 301 (6.29%) Windows
3 209 (4.37%) Unix
4 134 (2.80%) Red Hat Enterprise Linux
5 82 (1.71%) Windows Server
6 40 (0.84%) Ubuntu
7 30 (0.63%) VMS
8 22 (0.46%) AIX
9 18 (0.38%) CentOS
10 17 (0.36%) Solaris
11 15 (0.31%) Android
12 9 (0.19%) Apple iOS
13 8 (0.17%) Amazon Linux
13 8 (0.17%) Mac OS
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
13 8 (0.17%) zOS
14 6 (0.13%) Embedded Linux
15 5 (0.10%) Debian
16 4 (0.084%) Windows Server 2008
Processes & Methodologies
1 1,931 (40.33%) CI/CD
2 1,405 (29.34%) DevOps
3 1,272 (26.57%) AI
4 1,071 (22.37%) Agile
5 1,033 (21.57%) Infrastructure as Code
6 980 (20.47%) Analytics
7 857 (17.90%) Data Pipeline
8 795 (16.60%) Problem-Solving
9 762 (15.91%) Software Engineering
10 713 (14.89%) Machine Learning
11 706 (14.75%) Data Engineering
12 661 (13.81%) Containerisation
13 630 (13.16%) Data Modelling
14 606 (12.66%) Observability
15 552 (11.53%) ETL
16 541 (11.30%) Test Automation
17 534 (11.15%) Continuous Improvement
18 502 (10.48%) Validation
19 498 (10.40%) Data Science
20 466 (9.73%) Platform Engineering
Programming Languages
1 1,616 (33.75%) SQL
2 717 (14.97%) Java
3 673 (14.06%) PowerShell
4 661 (13.81%) Bash
5 374 (7.81%) JavaScript
6 303 (6.33%) TypeScript
7 285 (5.95%) C#
8 160 (3.34%) Go
9 134 (2.80%) R
10 121 (2.53%) Shell Script
11 118 (2.46%) Bicep
11 118 (2.46%) C++
12 113 (2.36%) Scala
13 72 (1.50%) Perl
14 56 (1.17%) Data Analysis Expressions
15 55 (1.15%) Groovy
16 51 (1.07%) Rust
17 49 (1.02%) C
17 49 (1.02%) PL/SQL
18 46 (0.96%) Ruby
Qualifications
1 1,147 (23.96%) Security Cleared
2 927 (19.36%) SC Cleared
3 383 (8.00%) Degree
4 202 (4.22%) DV Cleared
5 147 (3.07%) Computer Science Degree
6 130 (2.72%) Azure Certification
7 121 (2.53%) AWS Certification
8 93 (1.94%) BPSS Clearance
9 90 (1.88%) CISSP
10 80 (1.67%) Cisco Certification
11 62 (1.29%) Master's Degree
12 43 (0.90%) Microsoft Certification
13 41 (0.86%) CCNP
14 34 (0.71%) PhD
15 32 (0.67%) CISM
15 32 (0.67%) VMware Certified Professional (VCP)
16 28 (0.58%) AWS Certified Solutions Architect
17 26 (0.54%) CCIE
18 25 (0.52%) DBS Check
18 25 (0.52%) ISTQB
Quality Assurance & Compliance
1 537 (11.22%) Data Quality
2 250 (5.22%) QA
3 109 (2.28%) NIST
4 100 (2.09%) ISO/IEC 27001
5 94 (1.96%) GDPR
6 71 (1.48%) Accessibility
7 34 (0.71%) SLA
8 32 (0.67%) Actionable Recommendations
9 28 (0.58%) NCSC
10 26 (0.54%) WCAG
11 25 (0.52%) Sarbanes-Oxley
12 23 (0.48%) PCI DSS
13 14 (0.29%) SOC 2
14 13 (0.27%) HIPAA
15 10 (0.21%) ISO 20022
16 8 (0.17%) Cyber Essentials
17 6 (0.13%) California Consumer Privacy Act
17 6 (0.13%) GRC
17 6 (0.13%) NIST 800
18 5 (0.10%) MiFID
System Software
1 829 (17.31%) Docker
2 147 (3.07%) Active Directory
3 109 (2.28%) VMware Infrastructure
4 53 (1.11%) Virtual Machines
5 39 (0.81%) Hyper-V
6 35 (0.73%) VMware NSX
7 34 (0.71%) vSphere
8 22 (0.46%) Firmware
9 20 (0.42%) VMware ESXi
10 12 (0.25%) NFS
11 11 (0.23%) Oracle RAC
11 11 (0.23%) Virtual Desktop
12 10 (0.21%) Squid
13 7 (0.15%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) PowerHA
14 5 (0.10%) Slurm Workload Manager
15 4 (0.084%) Ceph
15 4 (0.084%) Dovecot
15 4 (0.084%) HDFS
Systems Management
1 946 (19.76%) Kubernetes
2 557 (11.63%) Ansible
3 274 (5.72%) Grafana
4 204 (4.26%) Prometheus
5 77 (1.61%) Puppet
6 70 (1.46%) Progress Chef
7 61 (1.27%) Argo
8 25 (0.52%) Control-M
8 25 (0.52%) Istio
9 24 (0.50%) Kibana
9 24 (0.50%) Single Sign-On
10 22 (0.46%) ZABBIX
11 21 (0.44%) Microsoft Intune
11 21 (0.44%) Nagios
11 21 (0.44%) vCenter Server
12 18 (0.38%) FortiGate
12 18 (0.38%) Packer
12 18 (0.38%) vRealize
13 15 (0.31%) HAProxy
13 15 (0.31%) ITRS Geneos
Vendors
1 625 (13.05%) Microsoft
2 494 (10.32%) Databricks
3 296 (6.18%) Google
4 209 (4.37%) Oracle
5 189 (3.95%) Splunk
6 145 (3.03%) VMware
7 131 (2.74%) Cisco
8 127 (2.65%) OpenAI
9 112 (2.34%) ServiceNow
10 93 (1.94%) Dynatrace
11 91 (1.90%) Red Hat
12 81 (1.69%) F5
13 79 (1.65%) IBM
14 78 (1.63%) Palo Alto
15 69 (1.44%) Fortinet
16 65 (1.36%) CyberArk
17 63 (1.32%) Informatica
18 61 (1.27%) Foundry
19 58 (1.21%) SAP
20 51 (1.07%) Salesforce