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

6 months to
2 Jun 2026
Same period 2025 Same period 2024
Rank 14 11 14
Rank change year-on-year -3 +3 -1
Contract jobs citing Python 4,408 3,178 3,564
As % of all contract jobs in England 10.58% 13.20% 9.66%
As % of the Programming Languages category 39.75% 38.77% 32.02%
Number of daily rates quoted 2,979 2,282 2,607
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 £625 £678 £700
90th Percentile £750 £825 £843
UK median daily rate £522 £540 £550
% change year-on-year -3.33% -1.82% -8.33%
Number of hourly rates quoted 109 43 95
10th Percentile £29.70 £26.56 £21.44
25th Percentile £43.81 £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 £74.00 £55.00 £71.88
90th Percentile £84.00 £72.65 £77.50
UK median hourly rate £54.50 £40.00 £60.00
% change year-on-year +36.25% -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 11,088 8,197 11,129
As % of all contract IT jobs advertised in England 26.61% 34.04% 30.16%
Number of daily rates quoted 7,280 5,685 8,036
10th Percentile £358 £361 £350
25th Percentile £420 £413 £425
Median daily rate (50th Percentile) £513 £525 £543
Median % change year-on-year -2.38% -3.23% -3.81%
75th Percentile £613 £644 £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 528 194 471
10th Percentile £37.03 £28.25 £35.50
25th Percentile £55.00 £35.25 £48.84
Median hourly rate £65.00 £61.75 £62.50
Median % change year-on-year +5.26% -1.20% -
75th Percentile £70.00 £68.75 £70.00
90th Percentile £78.83 £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 2 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 2 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 2 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 2,529 £550 -4.35% 1,868
North of England +11 749 £481 -1.28% 448
Yorkshire +2 421 £488 -2.50% 115
South East -6 389 £525 +5.00% 667
North West +3 257 £490 +3.16% 248
South West -1 246 £500 -13.04% 273
Midlands -15 232 £482 +7.11% 200
West Midlands -13 179 £481 +6.94% 96
East of England -11 127 £500 - 271
North East +5 81 £475 +5.56% 88
East Midlands -16 52 £495 +13.53% 103
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 (5.56%) Apache Spark
2 196 (4.45%) Apache Airflow
3 150 (3.40%) Apache
4 118 (2.68%) Confluence
5 40 (0.91%) Jupyter
6 39 (0.88%) SAS
7 37 (0.84%) SharePoint
8 16 (0.36%) OpenStack
9 15 (0.34%) Palantir Foundry
10 14 (0.32%) Microsoft Exchange
11 12 (0.27%) IIS
12 10 (0.23%) Appian
13 9 (0.20%) nginx
14 8 (0.18%) Apache Superset
14 8 (0.18%) ArcGIS
15 7 (0.16%) Camunda
15 7 (0.16%) CMS
16 6 (0.14%) CICS
17 5 (0.11%) WebSphere
17 5 (0.11%) WebSphere Application Server
Applications
1 101 (2.29%) Microsoft Excel
2 28 (0.64%) Chatbot
3 21 (0.48%) Microsoft Office
4 18 (0.41%) Microsoft PowerPoint
5 17 (0.39%) MS Visio
5 17 (0.39%) Spreadsheet
6 7 (0.16%) 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%) 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 (0.023%) Endur
8 1 (0.023%) Oracle Applications
8 1 (0.023%) SAP APO
Cloud Services
1 1,676 (38.02%) AWS
2 1,512 (34.30%) Azure
3 657 (14.90%) GCP
4 536 (12.16%) GitHub
5 441 (10.00%) Power Platform
6 376 (8.53%) Serverless
7 329 (7.46%) Azure DevOps
8 316 (7.17%) Amazon S3
9 300 (6.81%) GitHub Actions
10 274 (6.22%) AWS Lambda
11 238 (5.40%) Azure Data Factory
12 203 (4.61%) Snowflake
13 160 (3.63%) dbt
14 150 (3.40%) Azure Synapse Analytics
15 145 (3.29%) OpenShift
16 137 (3.11%) AWS CloudFormation
17 119 (2.70%) Amazon EKS
18 114 (2.59%) Amazon CloudWatch
19 101 (2.29%) Amazon EC2
20 94 (2.13%) Amazon ECS
Communications & Networking
1 176 (3.99%) Firewall
2 131 (2.97%) DNS
3 92 (2.09%) Network Security
4 85 (1.93%) WAN
5 82 (1.86%) TCP/IP
6 77 (1.75%) BGP
7 71 (1.61%) VPN
8 48 (1.09%) BIG-IP
8 48 (1.09%) HTTP
8 48 (1.09%) OSPF
9 39 (0.88%) SD-WAN
10 38 (0.86%) VXLAN
11 37 (0.84%) SSL
12 33 (0.75%) SAN
13 31 (0.70%) DHCP
13 31 (0.70%) VLAN
14 30 (0.68%) F5 BIG-IP LTM
14 30 (0.68%) MPLS
15 29 (0.66%) SNMP
16 28 (0.64%) LAN
Database & Business Intelligence
1 377 (8.55%) Power BI
2 276 (6.26%) PostgreSQL
3 240 (5.44%) Data Warehouse
4 233 (5.29%) SQL Server
5 199 (4.51%) Data Lake
6 169 (3.83%) Tableau
7 151 (3.43%) NoSQL
8 144 (3.27%) Relational Database
9 130 (2.95%) Metadata
10 123 (2.79%) Delta Lake
11 119 (2.70%) BigQuery
12 113 (2.56%) Big Data
13 103 (2.34%) Amazon Athena
14 94 (2.13%) Amazon Redshift
15 80 (1.81%) MongoDB
16 78 (1.77%) Amazon RDS
17 69 (1.57%) DynamoDB
18 68 (1.54%) Azure SQL Database
19 63 (1.43%) MySQL
20 58 (1.32%) Snowflake Schema
Development Applications
1 503 (11.41%) Git
2 389 (8.82%) Jenkins
3 315 (7.15%) GitLab
4 229 (5.20%) JIRA
5 64 (1.45%) MLflow
5 64 (1.45%) Selenium
6 53 (1.20%) Postman
7 33 (0.75%) Cucumber
8 29 (0.66%) Artifactory
8 29 (0.66%) Cypress.io
8 29 (0.66%) JMeter
9 27 (0.61%) Bitbucket
10 23 (0.52%) SonarQube
11 21 (0.48%) Maven
11 21 (0.48%) REST Assured
11 21 (0.48%) Robot Framework
12 20 (0.45%) JUnit
13 19 (0.43%) Gatling
13 19 (0.43%) Sonatype Nexus
14 15 (0.34%) SpecFlow
General
1 960 (21.78%) Social Skills
2 946 (21.46%) Finance
3 608 (13.79%) Analytical Skills
4 386 (8.76%) Public Sector
5 333 (7.55%) Banking
6 177 (4.02%) Front Office
7 110 (2.50%) Documentation Skills
8 99 (2.25%) Investment Banking
9 68 (1.54%) Marketing
10 64 (1.45%) Inclusion and Diversity
11 54 (1.23%) Pharmaceutical
11 54 (1.23%) Retail
12 40 (0.91%) Legal
12 40 (0.91%) Telecoms
13 34 (0.77%) Financial Institution
13 34 (0.77%) Influencing Skills
13 34 (0.77%) Publishing
14 28 (0.64%) Manufacturing
15 26 (0.59%) Military
15 26 (0.59%) Presentation Skills
Job Titles
1 781 (17.72%) Developer
2 692 (15.70%) Data Engineer
3 634 (14.38%) Senior
4 392 (8.89%) Python Developer
5 318 (7.21%) Lead
6 289 (6.56%) Architect
7 242 (5.49%) DevOps Engineer
8 233 (5.29%) Software Engineer
9 232 (5.26%) Analyst
10 225 (5.10%) Python Engineer
11 199 (4.51%) Artificial Intelligence Engineer
12 179 (4.06%) Data Scientist
13 171 (3.88%) AWS Engineer
14 138 (3.13%) Azure Engineer
15 137 (3.11%) Senior Developer
16 134 (3.04%) Senior Data Engineer
17 127 (2.88%) Data Analyst
18 119 (2.70%) Security Engineer
19 116 (2.63%) Full-Stack Developer
20 111 (2.52%) Platform Engineer
Libraries, Frameworks & Software Standards
1 331 (7.51%) REST
2 321 (7.28%) React
3 302 (6.85%) PySpark
4 277 (6.28%) Kafka
5 194 (4.40%) .NET
6 184 (4.17%) Node.js
7 182 (4.13%) Pandas
8 153 (3.47%) JSON
9 147 (3.33%) PyTorch
10 142 (3.22%) RESTful
11 137 (3.11%) FastAPI
12 114 (2.59%) Django
13 109 (2.47%) TensorFlow
14 104 (2.36%) scikit-learn
15 103 (2.34%) LangChain
15 103 (2.34%) NumPy
16 97 (2.20%) AngularJS
17 96 (2.18%) YAML
18 92 (2.09%) Flask
18 92 (2.09%) LDAP
Miscellaneous
1 517 (11.73%) Cloud Native
2 200 (4.54%) Distributed Systems
3 119 (2.70%) AI Agents
4 117 (2.65%) Data Centre
5 116 (2.63%) Algorithms
6 115 (2.61%) Product Ownership
7 109 (2.47%) Onboarding
8 104 (2.36%) Data Protection Act
8 104 (2.36%) Equities
9 102 (2.31%) Derivative
10 98 (2.22%) Data Structures
11 97 (2.20%) Fixed Income
12 87 (1.97%) Legacy Systems
12 87 (1.97%) Security Posture
13 85 (1.93%) Hybrid Cloud
13 85 (1.93%) Management Information System
14 80 (1.81%) Enterprise Software
15 52 (1.18%) Public Cloud
16 48 (1.09%) Greenfield Project
17 43 (0.98%) Self-Motivation
Operating Systems
1 520 (11.80%) Linux
2 242 (5.49%) Windows
3 172 (3.90%) Unix
4 89 (2.02%) Red Hat Enterprise Linux
5 58 (1.32%) Windows Server
6 40 (0.91%) Ubuntu
7 28 (0.64%) VMS
8 24 (0.54%) AIX
8 24 (0.54%) Android
9 20 (0.45%) CentOS
10 19 (0.43%) Solaris
11 16 (0.36%) Apple iOS
12 12 (0.27%) zOS
13 10 (0.23%) Mac OS
14 8 (0.18%) 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%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,644 (37.30%) CI/CD
2 1,217 (27.61%) DevOps
3 1,046 (23.73%) AI
4 929 (21.08%) Agile
5 917 (20.80%) Analytics
6 795 (18.04%) Problem-Solving
7 769 (17.45%) Infrastructure as Code
8 754 (17.11%) Data Pipeline
9 671 (15.22%) Machine Learning
10 634 (14.38%) Data Engineering
11 605 (13.73%) Data Modelling
12 595 (13.50%) Containerisation
13 593 (13.45%) ETL
14 562 (12.75%) Software Engineering
15 505 (11.46%) Data Science
16 455 (10.32%) Observability
17 445 (10.10%) Test Automation
18 433 (9.82%) Business Intelligence
19 384 (8.71%) LLM
20 368 (8.35%) Migration
Programming Languages
1 1,519 (34.46%) SQL
2 685 (15.54%) Java
3 561 (12.73%) PowerShell
4 495 (11.23%) Bash
5 392 (8.89%) JavaScript
6 303 (6.87%) TypeScript
7 291 (6.60%) C#
8 179 (4.06%) Go
9 142 (3.22%) R
10 118 (2.68%) Scala
11 114 (2.59%) C++
12 94 (2.13%) Shell Script
13 70 (1.59%) Bicep
14 62 (1.41%) Ruby
15 53 (1.20%) PL/SQL
16 50 (1.13%) C
17 49 (1.11%) Perl
18 47 (1.07%) Data Analysis Expressions
18 47 (1.07%) T-SQL
19 46 (1.04%) Groovy
Qualifications
1 963 (21.85%) Security Cleared
2 774 (17.56%) SC Cleared
3 352 (7.99%) Degree
4 151 (3.43%) Computer Science Degree
5 129 (2.93%) DV Cleared
6 96 (2.18%) Azure Certification
7 94 (2.13%) BPSS Clearance
8 84 (1.91%) CISSP
9 77 (1.75%) AWS Certification
10 62 (1.41%) Master's Degree
11 58 (1.32%) Cisco Certification
12 38 (0.86%) CCNP
12 38 (0.86%) CISM
13 33 (0.75%) PhD
14 30 (0.68%) VMware Certified Professional (VCP)
15 24 (0.54%) ISTQB
15 24 (0.54%) Microsoft Certification
16 20 (0.45%) AWS Certified Solutions Architect
17 19 (0.43%) CCIE
18 17 (0.39%) CCNA
Quality Assurance & Compliance
1 439 (9.96%) Data Quality
2 188 (4.26%) QA
3 134 (3.04%) GDPR
4 89 (2.02%) NIST
5 85 (1.93%) ISO/IEC 27001
6 54 (1.23%) Accessibility
7 28 (0.64%) SLA
8 27 (0.61%) Sarbanes-Oxley
9 23 (0.52%) HIPAA
9 23 (0.52%) PCI DSS
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
1 696 (15.79%) Docker
2 137 (3.11%) Active Directory
3 79 (1.79%) VMware Infrastructure
4 66 (1.50%) Virtual Machines
5 34 (0.77%) vSphere
6 32 (0.73%) VMware NSX
7 27 (0.61%) Firmware
8 20 (0.45%) Hyper-V
9 14 (0.32%) KVM
9 14 (0.32%) VMware ESXi
10 13 (0.29%) NFS
11 10 (0.23%) Squid
12 8 (0.18%) HDFS
12 8 (0.18%) Virtual Desktop
13 7 (0.16%) Postfix
14 6 (0.14%) Oracle RAC
15 5 (0.11%) SRDF
16 4 (0.091%) Ceph
16 4 (0.091%) Slurm Workload Manager
16 4 (0.091%) Varnish
Systems Management
1 929 (21.08%) Terraform
2 814 (18.47%) Kubernetes
3 463 (10.50%) Ansible
4 260 (5.90%) Grafana
5 229 (5.20%) Prometheus
6 66 (1.50%) Puppet
7 51 (1.16%) Argo
8 36 (0.82%) Istio
9 35 (0.79%) Progress Chef
10 31 (0.70%) Kibana
10 31 (0.70%) vCenter Server
11 24 (0.54%) Control-M
11 24 (0.54%) Nessus
12 22 (0.50%) Nagios
13 20 (0.45%) HAProxy
13 20 (0.45%) vRealize
13 20 (0.45%) ZABBIX
14 17 (0.39%) IBM Guardium
14 17 (0.39%) Microsoft Intune
14 17 (0.39%) Tivoli
Vendors
1 508 (11.52%) Microsoft
2 473 (10.73%) Databricks
3 228 (5.17%) Google
4 209 (4.74%) Oracle
5 187 (4.24%) Splunk
6 125 (2.84%) VMware
7 119 (2.70%) Red Hat
8 111 (2.52%) OpenAI
9 97 (2.20%) Cisco
10 87 (1.97%) ServiceNow
11 83 (1.88%) CyberArk
12 74 (1.68%) BeyondTrust
12 74 (1.68%) F5
13 68 (1.54%) Dynatrace
13 68 (1.54%) Palo Alto
14 54 (1.23%) IBM
15 52 (1.18%) Informatica
16 48 (1.09%) Foundry
17 44 (1.00%) SAP
18 42 (0.95%) Arista