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

6 months to
18 May 2026
Same period 2025 Same period 2024
Rank 11 10 14
Rank change year-on-year -1 +4 -1
Contract jobs citing Python 4,361 3,228 3,512
As % of all contract jobs in England 10.64% 13.19% 9.64%
As % of the Programming Languages category 40.11% 39.08% 32.27%
Number of daily rates quoted 2,957 2,323 2,561
10th Percentile £363 £391 £390
25th Percentile £425 £450 £468
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% -4.17%
75th Percentile £625 £689 £700
90th Percentile £750 £825 £838
UK median daily rate £520 £550 £560
% change year-on-year -5.45% -1.79% -6.67%
Number of hourly rates quoted 113 47 87
10th Percentile £30.10 £21.70 £22.00
25th Percentile £43.81 £27.00 £42.38
Median hourly rate £55.00 £40.00 £62.50
Median % change year-on-year +37.50% -36.00% -3.85%
75th Percentile £74.26 £58.13 £72.19
90th Percentile £84.75 £76.48 £78.00
UK median hourly rate £55.00 £39.66 £60.00
% change year-on-year +38.68% -33.90% -4.06%

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 10,873 8,259 10,884
As % of all contract IT jobs advertised in England 26.54% 33.75% 29.86%
Number of daily rates quoted 7,179 5,731 7,900
10th Percentile £355 £363 £350
25th Percentile £415 £419 £425
Median daily rate (50th Percentile) £510 £525 £550
Median % change year-on-year -2.86% -4.55% -2.65%
75th Percentile £613 £650 £656
90th Percentile £720 £775 £775
UK median daily rate £500 £520 £530
% change year-on-year -3.85% -1.89% -3.64%
Number of hourly rates quoted 526 211 446
10th Percentile £41.42 £26.32 £37.59
25th Percentile £55.00 £37.81 £50.00
Median hourly rate £65.00 £62.50 £62.50
Median % change year-on-year +4.00% - -
75th Percentile £70.00 £68.75 £70.00
90th Percentile £77.50 £85.00 £80.00
UK median hourly rate £65.00 £62.50 £62.50
% change year-on-year +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 18 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 18 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 18 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 2,480 £550 -7.56% 1,332
North of England +9 703 £482 -1.13% 722
South East -2 405 £513 -0.39% 717
Yorkshire 0 395 £481 -3.80% 245
South West +2 256 £500 -9.09% 280
North West +2 249 £500 +5.26% 354
Midlands -11 240 £495 +10.00% 373
West Midlands -8 184 £491 -1.75% 191
East of England -3 126 £500 -0.25% 229
North East +7 68 £475 +5.56% 126
East Midlands -12 55 £495 +17.16% 182
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
1 241 (5.53%) Apache Spark
2 175 (4.01%) Apache Airflow
3 134 (3.07%) Apache
4 108 (2.48%) Confluence
5 45 (1.03%) SAS
6 36 (0.83%) SharePoint
7 31 (0.71%) Jupyter
8 16 (0.37%) OpenStack
9 15 (0.34%) Microsoft Exchange
10 14 (0.32%) Palantir Foundry
11 11 (0.25%) Appian
12 9 (0.21%) IIS
13 8 (0.18%) Apache Superset
13 8 (0.18%) ArcGIS
13 8 (0.18%) CMS
14 7 (0.16%) Camunda
15 6 (0.14%) nginx
16 5 (0.11%) WebSphere
16 5 (0.11%) WebSphere Application Server
17 4 (0.092%) CICS
Applications
1 110 (2.52%) Microsoft Excel
2 25 (0.57%) Chatbot
3 23 (0.53%) Microsoft Office
4 17 (0.39%) MS Visio
5 16 (0.37%) Microsoft PowerPoint
5 16 (0.37%) Spreadsheet
6 7 (0.16%) CPLEX
7 4 (0.092%) Microsoft Project
8 3 (0.069%) LaTeX
9 1 (0.023%) OrCAD
9 1 (0.023%) SPSS
9 1 (0.023%) Weka
9 1 (0.023%) Zemax
Business Applications
1 24 (0.55%) Aladdin
2 14 (0.32%) SAP S/4HANA
3 7 (0.16%) Fidessa
3 7 (0.16%) Remedy ITSM
3 7 (0.16%) SAP IBP
4 5 (0.11%) BambooHR
4 5 (0.11%) Oracle EBS
5 4 (0.092%) Bloomberg AIM
6 3 (0.069%) SimCorp Dimension
7 2 (0.046%) Actimize
7 2 (0.046%) Front Arena
7 2 (0.046%) Global One
7 2 (0.046%) NEC Housing
7 2 (0.046%) NetSuite
7 2 (0.046%) Oracle Assets
7 2 (0.046%) Oracle ERP
7 2 (0.046%) Orchestrade
7 2 (0.046%) Teamcenter
8 1 (0.023%) IBM Planning Analytics
8 1 (0.023%) Oracle Applications
Cloud Services
1 1,655 (37.95%) AWS
2 1,505 (34.51%) Azure
3 649 (14.88%) GCP
4 533 (12.22%) GitHub
5 449 (10.30%) Power Platform
6 374 (8.58%) Serverless
7 321 (7.36%) Azure DevOps
8 307 (7.04%) Amazon S3
9 293 (6.72%) GitHub Actions
10 268 (6.15%) AWS Lambda
11 246 (5.64%) Azure Data Factory
12 184 (4.22%) Snowflake
13 157 (3.60%) AWS CloudFormation
14 154 (3.53%) Azure Synapse Analytics
15 148 (3.39%) dbt
16 140 (3.21%) OpenShift
17 124 (2.84%) Amazon EKS
18 100 (2.29%) Amazon ECS
19 99 (2.27%) Amazon CloudWatch
20 96 (2.20%) Amazon EC2
Communications & Networking
1 159 (3.65%) Firewall
2 121 (2.77%) DNS
3 89 (2.04%) Network Security
4 83 (1.90%) TCP/IP
5 75 (1.72%) WAN
6 72 (1.65%) BGP
7 68 (1.56%) VPN
8 47 (1.08%) HTTP
9 45 (1.03%) OSPF
10 37 (0.85%) BIG-IP
11 36 (0.83%) SD-WAN
12 34 (0.78%) VXLAN
13 33 (0.76%) DHCP
13 33 (0.76%) SNMP
14 30 (0.69%) SAN
14 30 (0.69%) Wireshark
15 29 (0.66%) MPLS
16 28 (0.64%) VLAN
17 27 (0.62%) LAN
18 26 (0.60%) SSL
Database & Business Intelligence
1 386 (8.85%) Power BI
2 279 (6.40%) PostgreSQL
3 241 (5.53%) Data Warehouse
4 223 (5.11%) SQL Server
5 200 (4.59%) Data Lake
6 177 (4.06%) Tableau
7 156 (3.58%) NoSQL
8 150 (3.44%) Relational Database
9 132 (3.03%) Metadata
10 123 (2.82%) Delta Lake
11 121 (2.77%) BigQuery
12 114 (2.61%) Big Data
13 101 (2.32%) Amazon Athena
14 98 (2.25%) Amazon Redshift
15 78 (1.79%) Azure SQL Database
15 78 (1.79%) MongoDB
16 77 (1.77%) Amazon RDS
17 66 (1.51%) MySQL
18 63 (1.44%) DynamoDB
19 57 (1.31%) Hadoop
Development Applications
1 520 (11.92%) Git
2 378 (8.67%) Jenkins
3 288 (6.60%) GitLab
4 207 (4.75%) JIRA
5 76 (1.74%) MLflow
6 60 (1.38%) Selenium
7 52 (1.19%) Postman
8 35 (0.80%) Cucumber
9 29 (0.66%) Artifactory
10 25 (0.57%) JMeter
11 23 (0.53%) Bitbucket
11 23 (0.53%) Cypress.io
11 23 (0.53%) Robot Framework
12 20 (0.46%) Maven
12 20 (0.46%) SonarQube
12 20 (0.46%) Sonatype Nexus
13 19 (0.44%) Gatling
13 19 (0.44%) JUnit
14 18 (0.41%) REST Assured
14 18 (0.41%) SpecFlow
General
1 958 (21.97%) Social Skills
2 905 (20.75%) Finance
3 608 (13.94%) Analytical Skills
4 393 (9.01%) Public Sector
5 319 (7.31%) Banking
6 174 (3.99%) Front Office
7 120 (2.75%) Documentation Skills
8 88 (2.02%) Investment Banking
9 62 (1.42%) Marketing
10 55 (1.26%) Inclusion and Diversity
11 52 (1.19%) Retail
12 51 (1.17%) Pharmaceutical
13 47 (1.08%) Telecoms
14 37 (0.85%) Legal
15 34 (0.78%) Financial Institution
15 34 (0.78%) Influencing Skills
16 31 (0.71%) Military
16 31 (0.71%) Publishing
17 27 (0.62%) Manufacturing
18 26 (0.60%) Presentation Skills
Job Titles
1 804 (18.44%) Developer
2 682 (15.64%) Data Engineer
3 624 (14.31%) Senior
4 397 (9.10%) Python Developer
5 298 (6.83%) Lead
6 283 (6.49%) Architect
7 240 (5.50%) Analyst
8 233 (5.34%) DevOps Engineer
9 232 (5.32%) Software Engineer
10 220 (5.04%) Python Engineer
11 200 (4.59%) Artificial Intelligence Engineer
12 181 (4.15%) Data Scientist
13 161 (3.69%) AWS Engineer
14 152 (3.49%) Azure Engineer
15 137 (3.14%) Senior Data Engineer
16 133 (3.05%) Senior Developer
17 128 (2.94%) Data Analyst
18 113 (2.59%) Full-Stack Developer
19 110 (2.52%) Platform Engineer
20 107 (2.45%) Security Engineer
Libraries, Frameworks & Software Standards
1 320 (7.34%) REST
2 318 (7.29%) React
3 300 (6.88%) PySpark
4 292 (6.70%) Kafka
5 195 (4.47%) .NET
6 189 (4.33%) Node.js
7 183 (4.20%) Pandas
8 156 (3.58%) PyTorch
9 142 (3.26%) JSON
10 140 (3.21%) RESTful
11 135 (3.10%) FastAPI
12 113 (2.59%) TensorFlow
13 110 (2.52%) Django
14 108 (2.48%) scikit-learn
15 106 (2.43%) LangChain
15 106 (2.43%) NumPy
16 102 (2.34%) AngularJS
16 102 (2.34%) LDAP
17 95 (2.18%) Flask
18 94 (2.16%) YAML
Miscellaneous
1 459 (10.53%) Cloud Native
2 186 (4.27%) Distributed Systems
3 126 (2.89%) Algorithms
4 112 (2.57%) Product Ownership
5 111 (2.55%) AI Agents
6 109 (2.50%) Data Protection Act
7 104 (2.38%) Derivative
8 103 (2.36%) Fixed Income
9 102 (2.34%) Equities
10 101 (2.32%) Data Structures
10 101 (2.32%) Onboarding
11 99 (2.27%) Data Centre
12 83 (1.90%) Hybrid Cloud
13 81 (1.86%) Enterprise Software
14 78 (1.79%) Legacy Systems
15 76 (1.74%) Management Information System
15 76 (1.74%) Security Posture
16 52 (1.19%) Public Cloud
17 44 (1.01%) Self-Motivation
18 43 (0.99%) Greenfield Project
Operating Systems
1 523 (11.99%) Linux
2 238 (5.46%) Windows
3 178 (4.08%) Unix
4 70 (1.61%) Red Hat Enterprise Linux
5 51 (1.17%) Windows Server
6 33 (0.76%) Ubuntu
7 32 (0.73%) VMS
8 24 (0.55%) AIX
8 24 (0.55%) Android
9 19 (0.44%) Solaris
10 17 (0.39%) Apple iOS
10 17 (0.39%) CentOS
11 14 (0.32%) Mac OS
12 9 (0.21%) Debian
12 9 (0.21%) zOS
13 6 (0.14%) Rocky
14 5 (0.11%) Amazon Linux
14 5 (0.11%) Embedded Linux
15 3 (0.069%) SUSE Linux Enterprise Server
15 3 (0.069%) Windows 7
Processes & Methodologies
1 1,586 (36.37%) CI/CD
2 1,176 (26.97%) DevOps
3 992 (22.75%) AI
4 913 (20.94%) Analytics
5 910 (20.87%) Agile
6 822 (18.85%) Problem-Solving
7 737 (16.90%) Infrastructure as Code
8 735 (16.85%) Data Pipeline
9 654 (15.00%) Machine Learning
10 623 (14.29%) Data Engineering
11 617 (14.15%) Data Modelling
12 610 (13.99%) Containerisation
13 601 (13.78%) ETL
14 539 (12.36%) Software Engineering
15 494 (11.33%) Data Science
16 447 (10.25%) Business Intelligence
17 440 (10.09%) Observability
18 435 (9.97%) Test Automation
19 368 (8.44%) LLM
20 346 (7.93%) Migration
Programming Languages
1 1,503 (34.46%) SQL
2 679 (15.57%) Java
3 547 (12.54%) PowerShell
4 478 (10.96%) Bash
5 403 (9.24%) JavaScript
6 300 (6.88%) C#
7 297 (6.81%) TypeScript
8 180 (4.13%) Go
9 157 (3.60%) R
10 131 (3.00%) Scala
11 122 (2.80%) C++
12 98 (2.25%) Shell Script
13 69 (1.58%) Ruby
14 67 (1.54%) Bicep
15 52 (1.19%) Data Analysis Expressions
16 51 (1.17%) Perl
16 51 (1.17%) PL/SQL
17 48 (1.10%) C
18 45 (1.03%) T-SQL
19 42 (0.96%) Groovy
Qualifications
1 986 (22.61%) Security Cleared
2 787 (18.05%) SC Cleared
3 341 (7.82%) Degree
4 155 (3.55%) Computer Science Degree
5 130 (2.98%) DV Cleared
6 97 (2.22%) BPSS Clearance
7 93 (2.13%) Azure Certification
8 76 (1.74%) CISSP
9 69 (1.58%) AWS Certification
10 67 (1.54%) Master's Degree
11 56 (1.28%) Cisco Certification
12 41 (0.94%) CISM
13 37 (0.85%) CCNP
14 34 (0.78%) PhD
15 32 (0.73%) VMware Certified Professional (VCP)
16 27 (0.62%) Microsoft Certification
17 21 (0.48%) AWS Certified Solutions Architect
17 21 (0.48%) ISTQB
18 19 (0.44%) CCIE
19 17 (0.39%) Microsoft Certified Professional
Quality Assurance & Compliance
1 447 (10.25%) Data Quality
2 186 (4.27%) QA
3 149 (3.42%) GDPR
4 91 (2.09%) NIST
5 88 (2.02%) ISO/IEC 27001
6 54 (1.24%) Accessibility
7 29 (0.66%) Sarbanes-Oxley
8 27 (0.62%) SLA
9 24 (0.55%) PCI DSS
10 23 (0.53%) HIPAA
11 17 (0.39%) WCAG
12 15 (0.34%) Actionable Recommendations
13 14 (0.32%) NCSC
14 10 (0.23%) Cyber Essentials
15 9 (0.21%) ISO 20022
16 8 (0.18%) California Consumer Privacy Act
16 8 (0.18%) MiFID
16 8 (0.18%) SOC 2
17 7 (0.16%) GRC
18 6 (0.14%) PSD2
System Software
1 686 (15.73%) Docker
2 144 (3.30%) Active Directory
3 80 (1.83%) VMware Infrastructure
4 61 (1.40%) Virtual Machines
5 33 (0.76%) VMware NSX
6 31 (0.71%) vSphere
7 28 (0.64%) Firmware
8 23 (0.53%) Hyper-V
9 14 (0.32%) KVM
10 12 (0.28%) VMware ESXi
11 11 (0.25%) NFS
12 9 (0.21%) HDFS
12 9 (0.21%) Squid
13 8 (0.18%) Virtual Desktop
14 6 (0.14%) Oracle RAC
15 4 (0.092%) Active Directory Lightweight Directory Services
15 4 (0.092%) Ceph
15 4 (0.092%) Postfix
15 4 (0.092%) SRDF
16 3 (0.069%) PowerHA
Systems Management
1 897 (20.57%) Terraform
2 806 (18.48%) Kubernetes
3 449 (10.30%) Ansible
4 262 (6.01%) Grafana
5 223 (5.11%) Prometheus
6 66 (1.51%) Puppet
7 53 (1.22%) Argo
8 39 (0.89%) Istio
9 33 (0.76%) Kibana
10 29 (0.66%) vCenter Server
11 28 (0.64%) Progress Chef
12 26 (0.60%) Nessus
13 24 (0.55%) Control-M
14 23 (0.53%) Nagios
15 21 (0.48%) vRealize
16 20 (0.46%) ZABBIX
17 18 (0.41%) Rancher
18 17 (0.39%) HAProxy
18 17 (0.39%) IBM Guardium
18 17 (0.39%) Tivoli
Vendors
1 511 (11.72%) Microsoft
2 474 (10.87%) Databricks
3 210 (4.82%) Google
4 201 (4.61%) Oracle
5 189 (4.33%) Splunk
6 131 (3.00%) VMware
7 107 (2.45%) Red Hat
8 104 (2.38%) OpenAI
9 93 (2.13%) Cisco
10 89 (2.04%) ServiceNow
11 86 (1.97%) CyberArk
12 79 (1.81%) BeyondTrust
13 66 (1.51%) Dynatrace
14 62 (1.42%) F5
14 62 (1.42%) Palo Alto
15 53 (1.22%) IBM
16 51 (1.17%) Foundry
16 51 (1.17%) Informatica
17 45 (1.03%) SAP
18 39 (0.89%) Arista