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

6 months to
27 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 12
Rank change year-on-year -4 +2 0
Contract jobs citing Python 4,748 3,610 3,547
As % of all contract jobs in England 10.39% 13.08% 10.68%
As % of the Programming Languages category 39.90% 40.02% 33.36%
Number of daily rates quoted 3,140 2,453 2,592
10th Percentile £375 £360 £375
25th Percentile £447 £435 £468
Median daily rate (50th Percentile) £549 £537 £577
Median % change year-on-year +2.14% -6.97% -3.79%
75th Percentile £650 £656 £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 72 93
10th Percentile £30.93 £31.84 £22.65
25th Percentile £43.16 £36.19 £46.18
Median hourly rate £63.14 £50.00 £67.02
Median % change year-on-year +26.27% -25.40% +3.11%
75th Percentile £77.50 £58.81 £70.00
90th Percentile £88.75 £82.53 £77.00
UK median hourly rate £57.50 £50.00 £57.50
% change year-on-year +15.00% -13.04% -11.11%

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 11,900 9,021 10,633
As % of all contract IT jobs advertised in England 26.03% 32.69% 32.02%
Number of daily rates quoted 7,713 6,160 7,486
10th Percentile £363 £345 £356
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £514 £550
Median % change year-on-year +2.14% -6.55% -
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £519 £501 £530
% change year-on-year +3.70% -5.57% -3.64%
Number of hourly rates quoted 488 266 329
10th Percentile £29.99 £29.67 £31.25
25th Percentile £51.31 £41.25 £51.25
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £78.75 £79.38 £78.75
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +5.11%

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 27 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 27 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 27 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 -3 2,801 £575 - 5,049
North of England +1 721 £500 +3.63% 786
South East -11 437 £540 +8.00% 952
Yorkshire -1 369 £500 - 221
South West -3 292 £525 - 509
North West -2 269 £500 +5.26% 436
Midlands -16 234 £476 +0.21% 362
West Midlands -18 186 £477 +0.42% 208
East of England -13 137 £500 -0.50% 484
North East -1 94 £425 -5.56% 135
East Midlands -9 48 £475 +13.10% 153
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
1 259 (5.45%) Apache Airflow
2 238 (5.01%) Apache Spark
3 189 (3.98%) Apache
4 140 (2.95%) Confluence
5 52 (1.10%) Jupyter
6 39 (0.82%) SharePoint
7 34 (0.72%) SAS
8 28 (0.59%) OpenStack
9 21 (0.44%) ArcGIS
9 21 (0.44%) Palantir Foundry
10 18 (0.38%) nginx
11 13 (0.27%) IIS
12 9 (0.19%) CMS
13 8 (0.17%) WebSphere
14 7 (0.15%) Apache Superset
14 7 (0.15%) Tomcat
15 5 (0.11%) Apache Solr
15 5 (0.11%) Camunda
15 5 (0.11%) Oracle SOA Suite
15 5 (0.11%) WebSphere Application Server
Applications
1 99 (2.09%) Microsoft Excel
2 26 (0.55%) Chatbot
3 24 (0.51%) Microsoft Office
4 19 (0.40%) Spreadsheet
5 17 (0.36%) Microsoft PowerPoint
6 16 (0.34%) CPLEX
7 13 (0.27%) 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 17 (0.36%) 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 (0.11%) BambooHR
6 5 (0.11%) 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%) Payment Gateway
9 2 (0.042%) Workday HCM
Cloud Services
1 1,803 (37.97%) AWS
2 1,657 (34.90%) Azure
3 713 (15.02%) GCP
4 584 (12.30%) GitHub
5 427 (8.99%) Power Platform
6 409 (8.61%) Serverless
7 383 (8.07%) Azure DevOps
8 357 (7.52%) GitHub Actions
9 335 (7.06%) Amazon S3
10 303 (6.38%) AWS Lambda
11 270 (5.69%) Snowflake
12 209 (4.40%) Azure Data Factory
13 207 (4.36%) dbt
14 148 (3.12%) Amazon CloudWatch
15 140 (2.95%) AWS CloudFormation
16 139 (2.93%) Amazon EKS
17 125 (2.63%) Azure Synapse Analytics
18 120 (2.53%) Entra ID
19 115 (2.42%) Amazon EC2
20 107 (2.25%) SaaS
Communications & Networking
1 252 (5.31%) Firewall
2 184 (3.88%) DNS
3 148 (3.12%) TCP/IP
4 119 (2.51%) BGP
5 116 (2.44%) Network Security
6 113 (2.38%) VPN
7 104 (2.19%) WAN
8 77 (1.62%) DHCP
9 66 (1.39%) OSPF
10 57 (1.20%) SD-WAN
11 52 (1.10%) VLAN
12 51 (1.07%) VXLAN
13 50 (1.05%) HTTP
14 47 (0.99%) BIG-IP
15 42 (0.88%) F5 BIG-IP LTM
15 42 (0.88%) SSL
16 40 (0.84%) Ethernet VPN
17 38 (0.80%) SNMP
18 37 (0.78%) MPLS
19 34 (0.72%) SAN
Database & Business Intelligence
1 391 (8.24%) Power BI
2 290 (6.11%) Data Warehouse
3 275 (5.79%) PostgreSQL
4 195 (4.11%) SQL Server
5 176 (3.71%) Tableau
6 174 (3.66%) Metadata
7 157 (3.31%) Relational Database
8 153 (3.22%) Data Lake
9 144 (3.03%) NoSQL
10 141 (2.97%) BigQuery
11 119 (2.51%) Amazon Redshift
12 109 (2.30%) Big Data
13 108 (2.27%) Amazon Athena
14 107 (2.25%) Delta Lake
15 103 (2.17%) Amazon RDS
16 90 (1.90%) MongoDB
17 83 (1.75%) DynamoDB
18 69 (1.45%) MySQL
19 65 (1.37%) Redis
20 53 (1.12%) Snowflake Schema
Development Applications
1 600 (12.64%) Git
2 420 (8.85%) Jenkins
3 382 (8.05%) GitLab
4 239 (5.03%) JIRA
5 78 (1.64%) Selenium
6 44 (0.93%) JMeter
7 42 (0.88%) MLflow
7 42 (0.88%) Postman
8 38 (0.80%) SonarQube
9 35 (0.74%) Bitbucket
10 28 (0.59%) Artifactory
10 28 (0.59%) Claude Code
10 28 (0.59%) Gatling
11 27 (0.57%) Cucumber
11 27 (0.57%) Maven
12 26 (0.55%) Sonatype Nexus
13 24 (0.51%) Cypress.io
13 24 (0.51%) LoadRunner
14 21 (0.44%) REST Assured
15 17 (0.36%) Atlassian Bamboo
General
1 1,072 (22.58%) Social Skills
2 1,035 (21.80%) Finance
3 729 (15.35%) Analytical Skills
4 470 (9.90%) Public Sector
5 380 (8.00%) Banking
6 172 (3.62%) Front Office
7 105 (2.21%) Investment Banking
8 97 (2.04%) Retail
9 96 (2.02%) Inclusion and Diversity
10 91 (1.92%) Documentation Skills
11 79 (1.66%) Marketing
12 70 (1.47%) Telecoms
13 49 (1.03%) Pharmaceutical
14 47 (0.99%) Aerospace
15 44 (0.93%) Military
16 42 (0.88%) Legal
17 41 (0.86%) Financial Institution
18 38 (0.80%) Publishing
19 36 (0.76%) Law
20 33 (0.70%) Influencing Skills
Job Titles
1 792 (16.68%) Senior
2 750 (15.80%) Developer
3 696 (14.66%) Data Engineer
4 433 (9.12%) Lead
5 392 (8.26%) Python Developer
6 294 (6.19%) Python Engineer
7 279 (5.88%) DevOps Engineer
8 252 (5.31%) Software Engineer
9 250 (5.27%) Analyst
10 241 (5.08%) Architect
11 215 (4.53%) Artificial Intelligence Engineer
12 183 (3.85%) AWS Engineer
13 160 (3.37%) Data Scientist
14 153 (3.22%) Senior Developer
15 152 (3.20%) Platform Engineer
16 151 (3.18%) Senior Data Engineer
17 150 (3.16%) Cloud Engineer
18 140 (2.95%) Azure Engineer
19 120 (2.53%) Data Analyst
20 114 (2.40%) Network Engineer
Libraries, Frameworks & Software Standards
1 1,139 (23.99%) Terraform
2 412 (8.68%) REST
3 337 (7.10%) PySpark
4 312 (6.57%) Kafka
5 278 (5.86%) React
6 222 (4.68%) .NET
7 175 (3.69%) Django
8 171 (3.60%) JSON
9 165 (3.48%) FastAPI
10 156 (3.29%) RESTful
11 150 (3.16%) Pandas
12 149 (3.14%) Node.js
13 114 (2.40%) LangChain
14 111 (2.34%) pytest
15 103 (2.17%) YAML
16 102 (2.15%) HTML
17 100 (2.11%) Flask
17 100 (2.11%) PyTorch
18 91 (1.92%) CSS
18 91 (1.92%) OAuth
Miscellaneous
1 665 (14.01%) Cloud Native
2 265 (5.58%) Distributed Systems
3 204 (4.30%) AI Agents
4 194 (4.09%) Onboarding
5 148 (3.12%) Data Centre
6 142 (2.99%) Product Ownership
7 121 (2.55%) Legacy Systems
8 118 (2.49%) Algorithms
9 113 (2.38%) Hybrid Cloud
10 112 (2.36%) Data Structures
11 98 (2.06%) Derivative
12 95 (2.00%) Data Protection Act
13 86 (1.81%) Equities
14 85 (1.79%) Management Information System
15 70 (1.47%) Fixed Income
16 68 (1.43%) Security Posture
17 66 (1.39%) Enterprise Software
18 58 (1.22%) PKI
19 56 (1.18%) Public Cloud
20 49 (1.03%) Self-Motivation
Operating Systems
1 626 (13.18%) Linux
2 304 (6.40%) Windows
3 202 (4.25%) Unix
4 129 (2.72%) Red Hat Enterprise Linux
5 78 (1.64%) Windows Server
6 40 (0.84%) Ubuntu
7 28 (0.59%) VMS
8 27 (0.57%) AIX
9 17 (0.36%) CentOS
9 17 (0.36%) Solaris
10 15 (0.32%) Android
11 9 (0.19%) Apple iOS
11 9 (0.19%) Mac OS
12 8 (0.17%) Amazon Linux
12 8 (0.17%) Windows 10
12 8 (0.17%) Windows Server 2019
12 8 (0.17%) zOS
13 6 (0.13%) Embedded Linux
14 5 (0.11%) Debian
15 4 (0.084%) Windows Server 2008
Processes & Methodologies
1 1,882 (39.64%) CI/CD
2 1,391 (29.30%) DevOps
3 1,230 (25.91%) AI
4 1,049 (22.09%) Agile
5 999 (21.04%) Infrastructure as Code
6 968 (20.39%) Analytics
7 851 (17.92%) Data Pipeline
8 797 (16.79%) Problem-Solving
9 749 (15.78%) Software Engineering
10 700 (14.74%) Machine Learning
11 694 (14.62%) Data Engineering
12 642 (13.52%) Containerisation
13 619 (13.04%) Data Modelling
14 585 (12.32%) Observability
15 552 (11.63%) ETL
16 526 (11.08%) Continuous Improvement
17 525 (11.06%) Test Automation
18 489 (10.30%) Data Science
19 481 (10.13%) Validation
20 459 (9.67%) Business Intelligence
Programming Languages
1 1,587 (33.42%) SQL
2 715 (15.06%) Java
3 674 (14.20%) PowerShell
4 656 (13.82%) Bash
5 374 (7.88%) JavaScript
6 306 (6.44%) TypeScript
7 279 (5.88%) C#
8 164 (3.45%) Go
9 136 (2.86%) R
10 119 (2.51%) Bicep
10 119 (2.51%) C++
11 109 (2.30%) Scala
12 108 (2.27%) Shell Script
13 73 (1.54%) Perl
14 54 (1.14%) Groovy
15 53 (1.12%) Data Analysis Expressions
16 51 (1.07%) C
16 51 (1.07%) PL/SQL
16 51 (1.07%) Rust
17 45 (0.95%) Ruby
Qualifications
1 1,102 (23.21%) Security Cleared
2 894 (18.83%) SC Cleared
3 384 (8.09%) Degree
4 187 (3.94%) DV Cleared
5 147 (3.10%) Computer Science Degree
6 130 (2.74%) Azure Certification
7 119 (2.51%) AWS Certification
8 87 (1.83%) CISSP
9 86 (1.81%) BPSS Clearance
10 80 (1.68%) Cisco Certification
11 64 (1.35%) Master's Degree
12 43 (0.91%) CCNP
12 43 (0.91%) Microsoft Certification
13 34 (0.72%) PhD
14 30 (0.63%) CISM
14 30 (0.63%) VMware Certified Professional (VCP)
15 27 (0.57%) AWS Certified Solutions Architect
15 27 (0.57%) CCIE
16 25 (0.53%) DBS Check
17 22 (0.46%) ISTQB
Quality Assurance & Compliance
1 516 (10.87%) Data Quality
2 246 (5.18%) QA
3 106 (2.23%) NIST
4 97 (2.04%) ISO/IEC 27001
5 96 (2.02%) GDPR
6 72 (1.52%) Accessibility
7 38 (0.80%) SLA
8 29 (0.61%) Actionable Recommendations
9 27 (0.57%) WCAG
10 26 (0.55%) NCSC
11 25 (0.53%) Sarbanes-Oxley
12 24 (0.51%) PCI DSS
13 13 (0.27%) HIPAA
14 10 (0.21%) ISO 20022
14 10 (0.21%) SOC 2
15 8 (0.17%) Cyber Essentials
16 6 (0.13%) California Consumer Privacy Act
16 6 (0.13%) NIST 800
17 5 (0.11%) GRC
17 5 (0.11%) HL7
System Software
1 811 (17.08%) Docker
2 145 (3.05%) Active Directory
3 110 (2.32%) VMware Infrastructure
4 53 (1.12%) Virtual Machines
5 38 (0.80%) Hyper-V
6 37 (0.78%) vSphere
7 34 (0.72%) VMware NSX
8 27 (0.57%) Firmware
9 21 (0.44%) VMware ESXi
10 12 (0.25%) NFS
10 12 (0.25%) Oracle RAC
10 12 (0.25%) Virtual Desktop
11 10 (0.21%) Squid
12 7 (0.15%) Postfix
12 7 (0.15%) PowerHA
13 6 (0.13%) KVM
14 5 (0.11%) Slurm Workload Manager
15 4 (0.084%) Ceph
15 4 (0.084%) Dovecot
15 4 (0.084%) HDFS
Systems Management
1 931 (19.61%) Kubernetes
2 561 (11.82%) Ansible
3 275 (5.79%) Grafana
4 208 (4.38%) Prometheus
5 79 (1.66%) Puppet
6 69 (1.45%) Progress Chef
7 59 (1.24%) Argo
8 27 (0.57%) Single Sign-On
9 26 (0.55%) Istio
10 25 (0.53%) Control-M
11 24 (0.51%) Kibana
11 24 (0.51%) ZABBIX
12 23 (0.48%) Nagios
12 23 (0.48%) vCenter Server
13 21 (0.44%) Microsoft Intune
14 20 (0.42%) vRealize
15 17 (0.36%) Packer
15 17 (0.36%) Tivoli
16 16 (0.34%) FortiGate
16 16 (0.34%) Netcool
Vendors
1 613 (12.91%) Microsoft
2 479 (10.09%) Databricks
3 281 (5.92%) Google
4 213 (4.49%) Oracle
5 188 (3.96%) Splunk
6 145 (3.05%) VMware
7 132 (2.78%) Cisco
8 119 (2.51%) OpenAI
9 116 (2.44%) ServiceNow
10 93 (1.96%) Dynatrace
11 87 (1.83%) Red Hat
12 81 (1.71%) F5
13 80 (1.68%) IBM
14 76 (1.60%) Palo Alto
15 65 (1.37%) CyberArk
15 65 (1.37%) Fortinet
16 64 (1.35%) Informatica
17 57 (1.20%) SAP
18 54 (1.14%) Foundry
19 50 (1.05%) Arista