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

6 months to
4 Jun 2026
Same period 2025 Same period 2024
Rank 14 11 14
Rank change year-on-year -3 +3 -1
Contract jobs citing Python 4,412 3,169 3,556
As % of all contract jobs in England 10.56% 13.21% 9.68%
As % of the Programming Languages category 39.70% 38.84% 32.11%
Number of daily rates quoted 2,985 2,273 2,603
10th Percentile £363 £380 £378
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 £625 £678 £700
90th Percentile £750 £825 £850
UK median daily rate £522 £540 £550
% change year-on-year -3.33% -1.82% -8.33%
Number of hourly rates quoted 108 44 95
10th Percentile £30.34 £26.67 £21.44
25th Percentile £43.81 £33.91 £41.88
Median hourly rate £55.00 £42.25 £62.50
Median % change year-on-year +30.18% -32.40% -3.85%
75th Percentile £74.07 £55.00 £71.88
90th Percentile £84.13 £71.48 £77.50
UK median hourly rate £55.00 £40.00 £60.00
% change year-on-year +37.50% -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 11,114 8,160 11,074
As % of all contract IT jobs advertised in England 26.60% 34.02% 30.15%
Number of daily rates quoted 7,306 5,650 7,993
10th Percentile £358 £359 £350
25th Percentile £419 £413 £425
Median daily rate (50th Percentile) £513 £525 £540
Median % change year-on-year -2.38% -2.78% -4.09%
75th Percentile £613 £641 £650
90th Percentile £725 £775 £775
UK median daily rate £500 £513 £525
% change year-on-year -2.44% -2.38% -4.55%
Number of hourly rates quoted 526 197 468
10th Percentile £37.25 £28.32 £35.50
25th Percentile £55.00 £36.00 £48.43
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 £78.88 £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 4 June 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 4 June 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 4 June 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 2,532 £550 -4.35% 1,772
North of England +9 747 £479 -1.74% 470
Yorkshire +2 419 £488 -2.50% 129
South East -5 391 £520 +4.00% 627
North West +5 257 £486 +2.24% 258
South West 0 249 £500 -13.04% 258
Midlands -15 233 £484 +7.64% 208
West Midlands -15 182 £479 +6.47% 103
East of England -11 127 £500 - 234
North East +10 83 £475 +11.76% 85
East Midlands -16 50 £495 +13.53% 104
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
1 248 (5.62%) Apache Spark
2 199 (4.51%) Apache Airflow
3 153 (3.47%) Apache
4 120 (2.72%) Confluence
5 44 (1.00%) Jupyter
6 40 (0.91%) SAS
7 37 (0.84%) SharePoint
8 16 (0.36%) OpenStack
9 15 (0.34%) Palantir Foundry
10 13 (0.29%) IIS
10 13 (0.29%) Microsoft Exchange
11 11 (0.25%) nginx
12 10 (0.23%) Appian
13 8 (0.18%) Apache Superset
13 8 (0.18%) ArcGIS
14 7 (0.16%) Camunda
14 7 (0.16%) CMS
15 6 (0.14%) CICS
15 6 (0.14%) Tomcat
16 5 (0.11%) WebSphere Application Server
Applications
1 98 (2.22%) Microsoft Excel
2 27 (0.61%) Chatbot
3 21 (0.48%) Microsoft Office
4 18 (0.41%) Microsoft PowerPoint
4 18 (0.41%) Spreadsheet
5 17 (0.39%) MS Visio
6 8 (0.18%) CPLEX
7 4 (0.091%) Microsoft Project
8 3 (0.068%) LaTeX
9 1 (0.023%) OrCAD
9 1 (0.023%) SPSS
9 1 (0.023%) Weka
9 1 (0.023%) Zemax
Business Applications
1 23 (0.52%) Aladdin
2 17 (0.39%) SAP S/4HANA
3 7 (0.16%) Remedy ITSM
3 7 (0.16%) SAP IBP
4 6 (0.14%) Fidessa
4 6 (0.14%) Oracle EBS
5 5 (0.11%) BambooHR
6 3 (0.068%) Bloomberg AIM
6 3 (0.068%) Oracle ERP
6 3 (0.068%) SimCorp Dimension
7 2 (0.045%) Front Arena
7 2 (0.045%) Global One
7 2 (0.045%) Oracle Assets
7 2 (0.045%) Orchestrade
7 2 (0.045%) Teamcenter
8 1 (0.023%) Endur
8 1 (0.023%) IBM Planning Analytics
8 1 (0.023%) NetSuite
8 1 (0.023%) Oracle Applications
8 1 (0.023%) SAP APO
Cloud Services
1 1,679 (38.06%) AWS
2 1,504 (34.09%) Azure
3 656 (14.87%) GCP
4 535 (12.13%) GitHub
5 437 (9.90%) Power Platform
6 374 (8.48%) Serverless
7 324 (7.34%) Azure DevOps
8 317 (7.18%) Amazon S3
9 300 (6.80%) GitHub Actions
10 273 (6.19%) AWS Lambda
11 237 (5.37%) Azure Data Factory
12 204 (4.62%) Snowflake
13 165 (3.74%) dbt
14 149 (3.38%) Azure Synapse Analytics
15 135 (3.06%) OpenShift
16 129 (2.92%) AWS CloudFormation
17 121 (2.74%) Amazon EKS
18 117 (2.65%) Amazon CloudWatch
19 101 (2.29%) Amazon EC2
20 90 (2.04%) Amazon ECS
Communications & Networking
1 179 (4.06%) Firewall
2 130 (2.95%) DNS
3 94 (2.13%) Network Security
4 89 (2.02%) WAN
5 83 (1.88%) TCP/IP
6 82 (1.86%) BGP
7 72 (1.63%) VPN
8 50 (1.13%) BIG-IP
8 50 (1.13%) OSPF
9 49 (1.11%) HTTP
10 42 (0.95%) SD-WAN
11 41 (0.93%) VXLAN
12 37 (0.84%) SSL
13 33 (0.75%) VLAN
14 32 (0.73%) F5 BIG-IP LTM
14 32 (0.73%) SAN
15 31 (0.70%) DHCP
15 31 (0.70%) MPLS
16 30 (0.68%) Ethernet VPN
16 30 (0.68%) SNMP
Database & Business Intelligence
1 374 (8.48%) Power BI
2 276 (6.26%) PostgreSQL
3 244 (5.53%) Data Warehouse
4 233 (5.28%) SQL Server
5 194 (4.40%) Data Lake
6 170 (3.85%) Tableau
7 151 (3.42%) NoSQL
8 144 (3.26%) Relational Database
9 130 (2.95%) Metadata
10 122 (2.77%) Delta Lake
11 118 (2.67%) BigQuery
12 113 (2.56%) Big Data
13 105 (2.38%) Amazon Athena
14 95 (2.15%) Amazon Redshift
15 85 (1.93%) MongoDB
16 78 (1.77%) Amazon RDS
17 68 (1.54%) DynamoDB
18 67 (1.52%) Azure SQL Database
19 63 (1.43%) MySQL
20 57 (1.29%) Snowflake Schema
Development Applications
1 502 (11.38%) Git
2 388 (8.79%) Jenkins
3 316 (7.16%) GitLab
4 234 (5.30%) JIRA
5 63 (1.43%) MLflow
5 63 (1.43%) Selenium
6 50 (1.13%) Postman
7 30 (0.68%) Artifactory
7 30 (0.68%) Cucumber
8 29 (0.66%) Cypress.io
8 29 (0.66%) JMeter
9 27 (0.61%) Bitbucket
10 24 (0.54%) SonarQube
11 21 (0.48%) Robot Framework
12 20 (0.45%) Maven
12 20 (0.45%) REST Assured
13 19 (0.43%) Gatling
13 19 (0.43%) JUnit
13 19 (0.43%) Sonatype Nexus
14 14 (0.32%) SpecFlow
General
1 968 (21.94%) Social Skills
2 952 (21.58%) Finance
3 617 (13.98%) Analytical Skills
4 385 (8.73%) Public Sector
5 334 (7.57%) Banking
6 180 (4.08%) Front Office
7 111 (2.52%) Documentation Skills
8 99 (2.24%) Investment Banking
9 68 (1.54%) Marketing
10 64 (1.45%) Inclusion and Diversity
11 55 (1.25%) Retail
12 54 (1.22%) Pharmaceutical
13 42 (0.95%) Telecoms
14 41 (0.93%) Legal
15 36 (0.82%) Financial Institution
16 35 (0.79%) Publishing
17 34 (0.77%) Influencing Skills
18 28 (0.63%) Manufacturing
19 26 (0.59%) Military
19 26 (0.59%) Presentation Skills
Job Titles
1 784 (17.77%) Developer
2 690 (15.64%) Data Engineer
3 637 (14.44%) Senior
4 391 (8.86%) Python Developer
5 316 (7.16%) Lead
6 289 (6.55%) Architect
7 240 (5.44%) DevOps Engineer
8 232 (5.26%) Software Engineer
9 231 (5.24%) Analyst
10 220 (4.99%) Python Engineer
11 198 (4.49%) Artificial Intelligence Engineer
12 177 (4.01%) Data Scientist
13 172 (3.90%) AWS Engineer
14 140 (3.17%) Senior Developer
15 135 (3.06%) Senior Data Engineer
16 134 (3.04%) Azure Engineer
17 125 (2.83%) Data Analyst
18 119 (2.70%) Security Engineer
19 117 (2.65%) Full-Stack Developer
20 110 (2.49%) Platform Engineer
Libraries, Frameworks & Software Standards
1 339 (7.68%) REST
2 318 (7.21%) React
3 304 (6.89%) PySpark
4 280 (6.35%) Kafka
5 197 (4.47%) .NET
6 182 (4.13%) Node.js
7 181 (4.10%) Pandas
8 153 (3.47%) JSON
9 146 (3.31%) PyTorch
10 142 (3.22%) RESTful
11 141 (3.20%) FastAPI
12 114 (2.58%) Django
13 108 (2.45%) TensorFlow
14 103 (2.33%) LangChain
14 103 (2.33%) scikit-learn
15 102 (2.31%) NumPy
16 97 (2.20%) AngularJS
17 95 (2.15%) YAML
18 93 (2.11%) Flask
19 92 (2.09%) LDAP
Miscellaneous
1 528 (11.97%) Cloud Native
2 204 (4.62%) Distributed Systems
3 122 (2.77%) AI Agents
4 120 (2.72%) Data Centre
5 117 (2.65%) Algorithms
6 115 (2.61%) Product Ownership
7 110 (2.49%) Onboarding
8 105 (2.38%) Data Protection Act
9 103 (2.33%) Equities
10 102 (2.31%) Derivative
11 99 (2.24%) Data Structures
12 97 (2.20%) Fixed Income
13 87 (1.97%) Legacy Systems
13 87 (1.97%) Security Posture
14 85 (1.93%) Hybrid Cloud
14 85 (1.93%) Management Information System
15 79 (1.79%) Enterprise Software
16 53 (1.20%) Public Cloud
17 48 (1.09%) Greenfield Project
18 43 (0.97%) Self-Motivation
Operating Systems
1 517 (11.72%) Linux
2 244 (5.53%) Windows
3 178 (4.03%) Unix
4 90 (2.04%) Red Hat Enterprise Linux
5 59 (1.34%) Windows Server
6 39 (0.88%) Ubuntu
7 26 (0.59%) VMS
8 24 (0.54%) AIX
8 24 (0.54%) Android
9 22 (0.50%) Solaris
10 20 (0.45%) CentOS
11 16 (0.36%) Apple iOS
12 12 (0.27%) zOS
13 10 (0.23%) Mac OS
14 7 (0.16%) Debian
15 6 (0.14%) Rocky
15 6 (0.14%) Windows Server 2019
16 5 (0.11%) Amazon Linux
17 4 (0.091%) Embedded Linux
18 3 (0.068%) Windows Server 2008
Processes & Methodologies
1 1,642 (37.22%) CI/CD
2 1,216 (27.56%) DevOps
3 1,050 (23.80%) AI
4 932 (21.12%) Agile
5 921 (20.87%) Analytics
6 792 (17.95%) Problem-Solving
7 765 (17.34%) Data Pipeline
7 765 (17.34%) Infrastructure as Code
8 675 (15.30%) Machine Learning
9 638 (14.46%) Data Engineering
10 608 (13.78%) Data Modelling
11 595 (13.49%) ETL
12 592 (13.42%) Containerisation
13 569 (12.90%) Software Engineering
14 505 (11.45%) Data Science
15 453 (10.27%) Observability
16 451 (10.22%) Test Automation
17 431 (9.77%) Business Intelligence
18 386 (8.75%) LLM
19 366 (8.30%) Validation
Programming Languages
1 1,527 (34.61%) SQL
2 681 (15.44%) Java
3 559 (12.67%) PowerShell
4 488 (11.06%) Bash
5 390 (8.84%) JavaScript
6 303 (6.87%) TypeScript
7 291 (6.60%) C#
8 176 (3.99%) Go
9 142 (3.22%) R
10 117 (2.65%) Scala
11 114 (2.58%) C++
12 96 (2.18%) Shell Script
13 68 (1.54%) Bicep
14 56 (1.27%) PL/SQL
14 56 (1.27%) Ruby
15 52 (1.18%) C
16 50 (1.13%) Perl
17 47 (1.07%) T-SQL
18 44 (1.00%) Data Analysis Expressions
19 42 (0.95%) Groovy
Qualifications
1 971 (22.01%) Security Cleared
2 783 (17.75%) SC Cleared
3 350 (7.93%) Degree
4 151 (3.42%) Computer Science Degree
5 133 (3.01%) DV Cleared
6 96 (2.18%) BPSS Clearance
7 95 (2.15%) Azure Certification
8 82 (1.86%) CISSP
9 77 (1.75%) AWS Certification
10 61 (1.38%) Cisco Certification
11 60 (1.36%) Master's Degree
12 40 (0.91%) CCNP
13 36 (0.82%) CISM
14 32 (0.73%) PhD
15 30 (0.68%) VMware Certified Professional (VCP)
16 24 (0.54%) ISTQB
16 24 (0.54%) Microsoft Certification
17 20 (0.45%) AWS Certified Solutions Architect
17 20 (0.45%) CCIE
18 18 (0.41%) CCNA
Quality Assurance & Compliance
1 441 (10.00%) Data Quality
2 190 (4.31%) QA
3 133 (3.01%) GDPR
4 91 (2.06%) NIST
5 85 (1.93%) ISO/IEC 27001
6 52 (1.18%) Accessibility
7 27 (0.61%) Sarbanes-Oxley
7 27 (0.61%) SLA
8 24 (0.54%) PCI DSS
9 23 (0.52%) HIPAA
10 15 (0.34%) Actionable Recommendations
10 15 (0.34%) WCAG
11 11 (0.25%) NCSC
11 11 (0.25%) SOC 2
12 10 (0.23%) Cyber Essentials
13 9 (0.20%) ISO 20022
14 8 (0.18%) California Consumer Privacy Act
15 7 (0.16%) GRC
16 6 (0.14%) PSD2
17 5 (0.11%) PMO
System Software
1 700 (15.87%) Docker
2 135 (3.06%) Active Directory
3 81 (1.84%) VMware Infrastructure
4 63 (1.43%) Virtual Machines
5 35 (0.79%) vSphere
6 32 (0.73%) VMware NSX
7 27 (0.61%) Firmware
8 20 (0.45%) Hyper-V
9 16 (0.36%) VMware ESXi
10 14 (0.32%) KVM
11 13 (0.29%) NFS
12 10 (0.23%) Squid
13 8 (0.18%) HDFS
13 8 (0.18%) Virtual Desktop
14 7 (0.16%) Oracle RAC
14 7 (0.16%) Postfix
15 5 (0.11%) SRDF
16 4 (0.091%) Ceph
16 4 (0.091%) Slurm Workload Manager
16 4 (0.091%) Varnish
Systems Management
1 922 (20.90%) Terraform
2 805 (18.25%) Kubernetes
3 458 (10.38%) Ansible
4 255 (5.78%) Grafana
5 224 (5.08%) Prometheus
6 65 (1.47%) Puppet
7 50 (1.13%) Argo
8 36 (0.82%) Istio
9 34 (0.77%) Progress Chef
10 31 (0.70%) Kibana
10 31 (0.70%) vCenter Server
11 26 (0.59%) Control-M
12 24 (0.54%) Nessus
13 21 (0.48%) Nagios
13 21 (0.48%) vRealize
14 20 (0.45%) HAProxy
14 20 (0.45%) ZABBIX
15 17 (0.39%) IBM Guardium
15 17 (0.39%) Microsoft Intune
15 17 (0.39%) Tivoli
Vendors
1 497 (11.26%) Microsoft
2 475 (10.77%) Databricks
3 226 (5.12%) Google
4 212 (4.81%) Oracle
5 187 (4.24%) Splunk
6 127 (2.88%) VMware
7 119 (2.70%) Red Hat
8 110 (2.49%) OpenAI
9 100 (2.27%) Cisco
10 85 (1.93%) ServiceNow
11 83 (1.88%) CyberArk
12 76 (1.72%) F5
13 74 (1.68%) BeyondTrust
14 70 (1.59%) Palo Alto
15 69 (1.56%) Dynatrace
16 57 (1.29%) IBM
17 54 (1.22%) Informatica
18 50 (1.13%) Foundry
19 45 (1.02%) Arista
20 44 (1.00%) SAP