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

6 months to
31 May 2026
Same period 2025 Same period 2024
Rank 13 11 14
Rank change year-on-year -2 +3 -1
Contract jobs citing Python 4,470 3,196 3,555
As % of all contract jobs in England 10.64% 13.20% 9.67%
As % of the Programming Languages category 39.86% 38.76% 32.06%
Number of daily rates quoted 3,023 2,295 2,601
10th Percentile £363 £385 £380
25th Percentile £425 £450 £463
Median daily rate (50th Percentile) £525 £550 £565
Median % change year-on-year -4.55% -2.65% -5.83%
75th Percentile £626 £688 £700
90th Percentile £750 £825 £838
UK median daily rate £522 £540 £550
% change year-on-year -3.29% -1.82% -8.33%
Number of hourly rates quoted 115 43 95
10th Percentile £28.50 £26.56 £21.44
25th Percentile £42.88 £33.91 £41.88
Median hourly rate £55.00 £44.50 £62.50
Median % change year-on-year +23.60% -28.80% -3.85%
75th Percentile £73.50 £55.00 £71.88
90th Percentile £83.75 £72.65 £77.50
UK median hourly rate £53.25 £40.00 £60.00
% change year-on-year +33.13% -33.33% -7.69%

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 11,213 8,246 11,090
As % of all contract IT jobs advertised in England 26.70% 34.04% 30.17%
Number of daily rates quoted 7,366 5,718 8,016
10th Percentile £358 £360 £350
25th Percentile £419 £413 £425
Median daily rate (50th Percentile) £513 £525 £543
Median % change year-on-year -2.38% -3.23% -3.98%
75th Percentile £613 £645 £650
90th Percentile £725 £775 £775
UK median daily rate £500 £514 £525
% change year-on-year -2.72% -2.10% -4.55%
Number of hourly rates quoted 539 195 467
10th Percentile £36.25 £28.27 £35.52
25th Percentile £54.55 £35.50 £49.25
Median hourly rate £65.00 £62.00 £62.50
Median % change year-on-year +4.84% -0.80% -
75th Percentile £70.00 £68.75 £70.00
90th Percentile £78.15 £85.00 £78.75
UK median hourly rate £65.00 £57.50 £62.00
% change year-on-year +13.04% -7.26% -0.80%

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 31 May 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 31 May 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 31 May 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 2,569 £550 -5.98% 585
North of England +11 752 £481 -1.28% 325
Yorkshire +2 420 £488 -2.50% 93
South East -7 395 £525 +5.00% 456
North West +4 261 £490 +3.16% 174
South West -1 249 £500 -13.04% 138
Midlands -16 238 £482 +7.03% 139
West Midlands -14 183 £479 +6.47% 62
East of England -11 128 £500 - 121
North East +7 81 £475 +5.56% 62
East Midlands -12 54 £495 +13.53% 76
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
1 245 (5.48%) Apache Spark
2 198 (4.43%) Apache Airflow
3 152 (3.40%) Apache
4 118 (2.64%) Confluence
5 41 (0.92%) SAS
6 40 (0.89%) Jupyter
6 40 (0.89%) SharePoint
7 16 (0.36%) OpenStack
8 15 (0.34%) Palantir Foundry
9 14 (0.31%) Microsoft Exchange
10 12 (0.27%) IIS
11 11 (0.25%) Appian
12 9 (0.20%) nginx
13 8 (0.18%) Apache Superset
13 8 (0.18%) ArcGIS
13 8 (0.18%) Camunda
14 7 (0.16%) CMS
15 6 (0.13%) CICS
16 5 (0.11%) WebSphere
16 5 (0.11%) WebSphere Application Server
Applications
1 107 (2.39%) Microsoft Excel
2 28 (0.63%) Chatbot
3 24 (0.54%) Microsoft Office
4 19 (0.43%) Microsoft PowerPoint
4 19 (0.43%) MS Visio
5 18 (0.40%) Spreadsheet
6 7 (0.16%) CPLEX
7 4 (0.089%) Microsoft Project
8 3 (0.067%) LaTeX
9 1 (0.022%) OrCAD
9 1 (0.022%) SPSS
9 1 (0.022%) Weka
9 1 (0.022%) Zemax
Business Applications
1 23 (0.51%) Aladdin
2 19 (0.43%) SAP S/4HANA
3 7 (0.16%) Remedy ITSM
3 7 (0.16%) SAP IBP
4 6 (0.13%) Fidessa
4 6 (0.13%) Oracle EBS
5 5 (0.11%) BambooHR
6 3 (0.067%) Bloomberg AIM
6 3 (0.067%) Oracle ERP
6 3 (0.067%) SimCorp Dimension
7 2 (0.045%) Front Arena
7 2 (0.045%) Global One
7 2 (0.045%) NEC Housing
7 2 (0.045%) NetSuite
7 2 (0.045%) Oracle Assets
7 2 (0.045%) Orchestrade
7 2 (0.045%) Teamcenter
8 1 (0.022%) Endur
8 1 (0.022%) Oracle Applications
8 1 (0.022%) SAP APO
Cloud Services
1 1,693 (37.87%) AWS
2 1,533 (34.30%) Azure
3 659 (14.74%) GCP
4 543 (12.15%) GitHub
5 452 (10.11%) Power Platform
6 377 (8.43%) Serverless
7 331 (7.40%) Azure DevOps
8 319 (7.14%) Amazon S3
9 302 (6.76%) GitHub Actions
10 273 (6.11%) AWS Lambda
11 242 (5.41%) Azure Data Factory
12 205 (4.59%) Snowflake
13 160 (3.58%) dbt
14 153 (3.42%) Azure Synapse Analytics
15 145 (3.24%) OpenShift
16 142 (3.18%) AWS CloudFormation
17 120 (2.68%) Amazon EKS
18 113 (2.53%) Amazon CloudWatch
19 102 (2.28%) Amazon EC2
20 95 (2.13%) Amazon ECS
Communications & Networking
1 179 (4.00%) Firewall
2 132 (2.95%) DNS
3 95 (2.13%) Network Security
4 86 (1.92%) WAN
5 83 (1.86%) TCP/IP
6 78 (1.74%) BGP
7 72 (1.61%) VPN
8 50 (1.12%) BIG-IP
9 49 (1.10%) HTTP
9 49 (1.10%) OSPF
10 40 (0.89%) SD-WAN
11 38 (0.85%) SSL
11 38 (0.85%) VXLAN
12 33 (0.74%) SAN
13 31 (0.69%) DHCP
13 31 (0.69%) F5 BIG-IP LTM
13 31 (0.69%) VLAN
14 30 (0.67%) MPLS
15 29 (0.65%) LAN
15 29 (0.65%) SNMP
Database & Business Intelligence
1 387 (8.66%) Power BI
2 278 (6.22%) PostgreSQL
3 242 (5.41%) Data Warehouse
4 234 (5.23%) SQL Server
5 202 (4.52%) Data Lake
6 177 (3.96%) Tableau
7 152 (3.40%) NoSQL
8 146 (3.27%) Relational Database
9 133 (2.98%) Metadata
10 124 (2.77%) Delta Lake
11 122 (2.73%) BigQuery
12 113 (2.53%) Big Data
13 104 (2.33%) Amazon Athena
14 95 (2.13%) Amazon Redshift
15 82 (1.83%) MongoDB
16 79 (1.77%) Amazon RDS
17 69 (1.54%) Azure SQL Database
17 69 (1.54%) DynamoDB
18 66 (1.48%) MySQL
19 58 (1.30%) Snowflake Schema
Development Applications
1 509 (11.39%) Git
2 393 (8.79%) Jenkins
3 315 (7.05%) GitLab
4 230 (5.15%) JIRA
5 66 (1.48%) MLflow
6 64 (1.43%) Selenium
7 54 (1.21%) Postman
8 35 (0.78%) Cucumber
9 29 (0.65%) Artifactory
9 29 (0.65%) Cypress.io
9 29 (0.65%) JMeter
10 27 (0.60%) Bitbucket
11 23 (0.51%) SonarQube
12 21 (0.47%) Maven
12 21 (0.47%) REST Assured
12 21 (0.47%) Robot Framework
13 20 (0.45%) JUnit
14 19 (0.43%) Gatling
14 19 (0.43%) Sonatype Nexus
15 15 (0.34%) SpecFlow
General
1 982 (21.97%) Social Skills
2 960 (21.48%) Finance
3 616 (13.78%) Analytical Skills
4 391 (8.75%) Public Sector
5 334 (7.47%) Banking
6 179 (4.00%) Front Office
7 110 (2.46%) Documentation Skills
8 99 (2.21%) Investment Banking
9 69 (1.54%) Marketing
10 64 (1.43%) Inclusion and Diversity
11 54 (1.21%) Pharmaceutical
11 54 (1.21%) Retail
12 41 (0.92%) Telecoms
13 40 (0.89%) Legal
14 34 (0.76%) Financial Institution
14 34 (0.76%) Influencing Skills
14 34 (0.76%) Publishing
15 29 (0.65%) Manufacturing
15 29 (0.65%) Military
16 26 (0.58%) Presentation Skills
Job Titles
1 793 (17.74%) Developer
2 696 (15.57%) Data Engineer
3 642 (14.36%) Senior
4 400 (8.95%) Python Developer
5 325 (7.27%) Lead
6 294 (6.58%) Architect
7 245 (5.48%) DevOps Engineer
8 240 (5.37%) Analyst
9 237 (5.30%) Software Engineer
10 225 (5.03%) Python Engineer
11 201 (4.50%) Artificial Intelligence Engineer
12 183 (4.09%) Data Scientist
13 174 (3.89%) AWS Engineer
14 139 (3.11%) Azure Engineer
15 138 (3.09%) Senior Developer
16 134 (3.00%) Data Analyst
17 133 (2.98%) Senior Data Engineer
18 119 (2.66%) Security Engineer
19 116 (2.60%) Full-Stack Developer
20 114 (2.55%) Platform Engineer
Libraries, Frameworks & Software Standards
1 333 (7.45%) REST
2 324 (7.25%) React
3 301 (6.73%) PySpark
4 280 (6.26%) Kafka
5 194 (4.34%) .NET
6 186 (4.16%) Node.js
6 186 (4.16%) Pandas
7 154 (3.45%) JSON
8 150 (3.36%) PyTorch
9 142 (3.18%) RESTful
10 138 (3.09%) FastAPI
11 115 (2.57%) Django
12 111 (2.48%) TensorFlow
13 107 (2.39%) NumPy
13 107 (2.39%) scikit-learn
14 105 (2.35%) LangChain
15 98 (2.19%) AngularJS
15 98 (2.19%) YAML
16 92 (2.06%) Flask
16 92 (2.06%) LDAP
Miscellaneous
1 519 (11.61%) Cloud Native
2 200 (4.47%) Distributed Systems
3 121 (2.71%) AI Agents
4 119 (2.66%) Algorithms
4 119 (2.66%) Product Ownership
5 118 (2.64%) Data Centre
6 109 (2.44%) Onboarding
7 107 (2.39%) Equities
8 104 (2.33%) Data Protection Act
8 104 (2.33%) Derivative
9 103 (2.30%) Data Structures
10 99 (2.21%) Fixed Income
11 87 (1.95%) Legacy Systems
11 87 (1.95%) Management Information System
11 87 (1.95%) Security Posture
12 85 (1.90%) Hybrid Cloud
13 80 (1.79%) Enterprise Software
14 52 (1.16%) Public Cloud
15 48 (1.07%) Greenfield Project
16 44 (0.98%) Self-Motivation
Operating Systems
1 532 (11.90%) Linux
2 246 (5.50%) Windows
3 177 (3.96%) Unix
4 89 (1.99%) Red Hat Enterprise Linux
5 58 (1.30%) Windows Server
6 41 (0.92%) Ubuntu
7 28 (0.63%) VMS
8 26 (0.58%) Android
9 24 (0.54%) AIX
10 20 (0.45%) CentOS
11 19 (0.43%) Solaris
12 17 (0.38%) Apple iOS
13 12 (0.27%) zOS
14 10 (0.22%) Mac OS
15 8 (0.18%) Debian
16 6 (0.13%) Rocky
16 6 (0.13%) Windows Server 2019
17 5 (0.11%) Amazon Linux
18 4 (0.089%) Embedded Linux
19 3 (0.067%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,654 (37.00%) CI/CD
2 1,226 (27.43%) DevOps
3 1,057 (23.65%) AI
4 944 (21.12%) Agile
5 936 (20.94%) Analytics
6 811 (18.14%) Problem-Solving
7 775 (17.34%) Infrastructure as Code
8 759 (16.98%) Data Pipeline
9 678 (15.17%) Machine Learning
10 642 (14.36%) Data Engineering
11 616 (13.78%) Data Modelling
12 602 (13.47%) ETL
13 601 (13.45%) Containerisation
14 569 (12.73%) Software Engineering
15 510 (11.41%) Data Science
16 463 (10.36%) Observability
17 451 (10.09%) Test Automation
18 445 (9.96%) Business Intelligence
19 389 (8.70%) LLM
20 371 (8.30%) Migration
Programming Languages
1 1,538 (34.41%) SQL
2 695 (15.55%) Java
3 568 (12.71%) PowerShell
4 504 (11.28%) Bash
5 394 (8.81%) JavaScript
6 304 (6.80%) TypeScript
7 293 (6.55%) C#
8 181 (4.05%) Go
9 149 (3.33%) R
10 118 (2.64%) Scala
11 116 (2.60%) C++
12 96 (2.15%) Shell Script
13 71 (1.59%) Bicep
14 65 (1.45%) Ruby
15 53 (1.19%) PL/SQL
16 51 (1.14%) Data Analysis Expressions
17 50 (1.12%) C
17 50 (1.12%) Perl
18 47 (1.05%) T-SQL
19 46 (1.03%) Groovy
Qualifications
1 975 (21.81%) Security Cleared
2 784 (17.54%) SC Cleared
3 359 (8.03%) Degree
4 155 (3.47%) Computer Science Degree
5 129 (2.89%) DV Cleared
6 99 (2.21%) Azure Certification
7 94 (2.10%) BPSS Clearance
8 85 (1.90%) CISSP
9 76 (1.70%) AWS Certification
10 63 (1.41%) Master's Degree
11 59 (1.32%) Cisco Certification
12 39 (0.87%) CCNP
12 39 (0.87%) CISM
13 34 (0.76%) PhD
14 30 (0.67%) VMware Certified Professional (VCP)
15 29 (0.65%) Microsoft Certification
16 24 (0.54%) ISTQB
17 20 (0.45%) AWS Certified Solutions Architect
17 20 (0.45%) CCIE
18 18 (0.40%) Microsoft Certified Professional
Quality Assurance & Compliance
1 444 (9.93%) Data Quality
2 193 (4.32%) QA
3 138 (3.09%) GDPR
4 90 (2.01%) NIST
5 86 (1.92%) ISO/IEC 27001
6 54 (1.21%) Accessibility
7 28 (0.63%) SLA
8 27 (0.60%) Sarbanes-Oxley
9 24 (0.54%) HIPAA
10 23 (0.51%) PCI DSS
11 15 (0.34%) Actionable Recommendations
11 15 (0.34%) WCAG
12 11 (0.25%) NCSC
12 11 (0.25%) SOC 2
13 10 (0.22%) Cyber Essentials
14 9 (0.20%) ISO 20022
15 8 (0.18%) California Consumer Privacy Act
16 7 (0.16%) GRC
17 6 (0.13%) PSD2
18 5 (0.11%) PMO
System Software
1 704 (15.75%) Docker
2 137 (3.06%) Active Directory
3 79 (1.77%) VMware Infrastructure
4 66 (1.48%) Virtual Machines
5 34 (0.76%) vSphere
6 33 (0.74%) VMware NSX
7 27 (0.60%) Firmware
8 20 (0.45%) Hyper-V
9 14 (0.31%) KVM
9 14 (0.31%) VMware ESXi
10 13 (0.29%) NFS
11 10 (0.22%) Squid
12 8 (0.18%) HDFS
12 8 (0.18%) Virtual Desktop
13 7 (0.16%) Postfix
14 6 (0.13%) Oracle RAC
15 5 (0.11%) SRDF
16 4 (0.089%) Ceph
16 4 (0.089%) Slurm Workload Manager
16 4 (0.089%) Varnish
Systems Management
1 942 (21.07%) Terraform
2 819 (18.32%) Kubernetes
3 469 (10.49%) Ansible
4 262 (5.86%) Grafana
5 231 (5.17%) Prometheus
6 68 (1.52%) Puppet
7 51 (1.14%) Argo
8 36 (0.81%) Istio
9 35 (0.78%) Progress Chef
10 32 (0.72%) Kibana
11 31 (0.69%) vCenter Server
12 25 (0.56%) Nessus
13 24 (0.54%) Control-M
14 22 (0.49%) Nagios
15 20 (0.45%) HAProxy
15 20 (0.45%) vRealize
15 20 (0.45%) ZABBIX
16 17 (0.38%) IBM Guardium
16 17 (0.38%) Microsoft Intune
16 17 (0.38%) Tivoli
Vendors
1 521 (11.66%) Microsoft
2 480 (10.74%) Databricks
3 231 (5.17%) Google
4 213 (4.77%) Oracle
5 190 (4.25%) Splunk
6 126 (2.82%) VMware
7 120 (2.68%) Red Hat
8 112 (2.51%) OpenAI
9 98 (2.19%) Cisco
10 90 (2.01%) ServiceNow
11 83 (1.86%) CyberArk
12 76 (1.70%) F5
13 74 (1.66%) BeyondTrust
14 68 (1.52%) Dynatrace
14 68 (1.52%) Palo Alto
15 55 (1.23%) IBM
15 55 (1.23%) Informatica
16 49 (1.10%) Foundry
17 47 (1.05%) SAP
18 43 (0.96%) Arista