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

6 months to
27 Sep 2026
Same period 2025 Same period 2024
Rank 14 10 10
Rank change year-on-year -4 0 +2
Contract jobs citing Python 4,796 3,693 3,656
As % of all contract jobs in England 10.34% 13.23% 11.18%
As % of the Programming Languages category 39.88% 40.27% 34.38%
Number of daily rates quoted 3,151 2,444 2,554
10th Percentile £375 £363 £363
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £530 £588
Median % change year-on-year +3.77% -9.79% -2.08%
75th Percentile £650 £650 £720
90th Percentile £750 £788 £850
UK median daily rate £537 £525 £575
% change year-on-year +2.29% -8.70% -4.17%
Number of hourly rates quoted 119 73 88
10th Percentile £36.20 £32.07 £26.48
25th Percentile £48.25 £36.25 £46.25
Median hourly rate £66.50 £50.00 £70.00
Median % change year-on-year +33.00% -28.57% +7.69%
75th Percentile £83.31 £58.75 £74.00
90th Percentile £92.11 £83.25 £81.50
UK median hourly rate £63.14 £50.00 £67.02
% change year-on-year +26.27% -25.40% +3.11%

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 12,027 9,170 10,633
As % of all contract IT jobs advertised in England 25.94% 32.84% 32.52%
Number of daily rates quoted 7,804 6,185 7,158
10th Percentile £363 £349 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £515 £545
Median % change year-on-year +1.94% -5.50% -0.91%
75th Percentile £630 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £525 £505 £525
% change year-on-year +3.88% -3.74% -4.55%
Number of hourly rates quoted 506 260 309
10th Percentile £26.51 £31.25 £30.00
25th Percentile £51.25 £42.44 £48.25
Median hourly rate £65.00 £57.00 £65.00
Median % change year-on-year +14.04% -12.31% -
75th Percentile £70.88 £67.63 £70.00
90th Percentile £81.13 £76.50 £79.34
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +3.17%

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 September 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 September 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 September 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 -4 2,826 £575 - 5,837
North of England +1 750 £500 +5.26% 995
South East -5 451 £543 +8.50% 1,155
Yorkshire -2 381 £500 - 329
North West 0 291 £525 +16.67% 534
South West -3 278 £550 +4.76% 620
Midlands -20 227 £500 +1.63% 505
West Midlands -19 187 £515 +3.05% 307
East of England -14 146 £480 -8.57% 626
North East -1 87 £425 -10.53% 138
East Midlands -17 40 £463 +12.80% 198
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
1 253 (5.28%) Apache Airflow
2 244 (5.09%) Apache Spark
3 194 (4.05%) Apache
4 130 (2.71%) Confluence
5 53 (1.11%) Jupyter
6 47 (0.98%) SharePoint
7 30 (0.63%) OpenStack
7 30 (0.63%) SAS
8 22 (0.46%) nginx
8 22 (0.46%) Palantir Foundry
9 21 (0.44%) IIS
10 19 (0.40%) ArcGIS
11 8 (0.17%) CMS
12 7 (0.15%) Tomcat
13 6 (0.13%) Microsoft Exchange
14 5 (0.10%) Apache Solr
14 5 (0.10%) Camunda
14 5 (0.10%) Oracle SOA Suite
14 5 (0.10%) WebSphere
15 4 (0.083%) Apache Superset
Applications
1 82 (1.71%) Microsoft Excel
2 30 (0.63%) Chatbot
3 20 (0.42%) Microsoft Office
4 15 (0.31%) CPLEX
5 13 (0.27%) Microsoft PowerPoint
6 12 (0.25%) MS Visio
7 11 (0.23%) Spreadsheet
8 2 (0.042%) Microsoft Project
8 2 (0.042%) Navisworks
8 2 (0.042%) Revit
9 1 (0.021%) Adobe Creative Suite
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) Mozilla Thunderbird
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 23 (0.48%) Remedy ITSM
2 18 (0.38%) Aladdin
3 16 (0.33%) SAP S/4HANA
4 9 (0.19%) Dynamics CRM
5 8 (0.17%) Remedy AR System
6 7 (0.15%) Front Arena
7 6 (0.13%) NetSuite
7 6 (0.13%) Summit
8 5 (0.10%) Sage X3
8 5 (0.10%) SAP IBP
9 4 (0.083%) Oracle EBS
9 4 (0.083%) Oracle ERP
9 4 (0.083%) Salesforce CRM
10 3 (0.063%) Endur
10 3 (0.063%) Payment Gateway
10 3 (0.063%) Teamcenter
11 2 (0.042%) Oracle Assets
11 2 (0.042%) Orchestrade
11 2 (0.042%) SimCorp Dimension
11 2 (0.042%) Workday HCM
Cloud Services
1 1,781 (37.14%) AWS
2 1,639 (34.17%) Azure
3 751 (15.66%) GCP
4 614 (12.80%) GitHub
5 416 (8.67%) Serverless
6 408 (8.51%) Power Platform
7 374 (7.80%) Azure DevOps
8 371 (7.74%) GitHub Actions
9 333 (6.94%) Amazon S3
10 301 (6.28%) AWS Lambda
11 283 (5.90%) Snowflake
12 219 (4.57%) dbt
13 194 (4.05%) Azure Data Factory
14 161 (3.36%) Amazon CloudWatch
15 153 (3.19%) Entra ID
16 147 (3.07%) Amazon EKS
17 140 (2.92%) AWS CloudFormation
18 120 (2.50%) Amazon EC2
19 113 (2.36%) SaaS
20 112 (2.34%) Azure Synapse Analytics
Communications & Networking
1 258 (5.38%) Firewall
2 176 (3.67%) DNS
3 144 (3.00%) TCP/IP
4 142 (2.96%) Network Security
5 117 (2.44%) BGP
6 115 (2.40%) VPN
7 106 (2.21%) WAN
8 75 (1.56%) DHCP
9 66 (1.38%) OSPF
9 66 (1.38%) SD-WAN
10 57 (1.19%) BIG-IP
11 50 (1.04%) VXLAN
12 49 (1.02%) F5 BIG-IP LTM
13 47 (0.98%) VLAN
14 46 (0.96%) SSL
15 45 (0.94%) HTTP
16 43 (0.90%) Ethernet VPN
17 38 (0.79%) Wi-Fi
18 37 (0.77%) Broadband
18 37 (0.77%) Wireless
Database & Business Intelligence
1 366 (7.63%) Power BI
2 294 (6.13%) Data Warehouse
3 274 (5.71%) PostgreSQL
4 180 (3.75%) Metadata
5 178 (3.71%) SQL Server
6 166 (3.46%) Data Lake
7 164 (3.42%) BigQuery
7 164 (3.42%) Relational Database
8 152 (3.17%) Tableau
9 147 (3.07%) NoSQL
10 113 (2.36%) Amazon Redshift
11 110 (2.29%) Big Data
12 108 (2.25%) Delta Lake
13 107 (2.23%) Amazon RDS
14 105 (2.19%) Amazon Athena
15 94 (1.96%) MongoDB
16 87 (1.81%) DynamoDB
17 84 (1.75%) MySQL
18 67 (1.40%) Redis
19 48 (1.00%) Snowflake Schema
Development Applications
1 673 (14.03%) Git
2 422 (8.80%) Jenkins
3 416 (8.67%) GitLab
4 259 (5.40%) JIRA
5 97 (2.02%) Selenium
6 54 (1.13%) Postman
7 52 (1.08%) JMeter
8 43 (0.90%) SonarQube
9 40 (0.83%) Bitbucket
10 39 (0.81%) Claude Code
10 39 (0.81%) MLflow
11 32 (0.67%) Artifactory
11 32 (0.67%) Cucumber
12 29 (0.60%) Sonatype Nexus
13 28 (0.58%) LoadRunner
14 26 (0.54%) Maven
15 24 (0.50%) Gatling
15 24 (0.50%) REST Assured
16 23 (0.48%) Cypress.io
17 20 (0.42%) Zephyr
General
1 1,108 (23.10%) Social Skills
2 1,079 (22.50%) Finance
3 725 (15.12%) Analytical Skills
4 451 (9.40%) Public Sector
5 426 (8.88%) Banking
6 159 (3.32%) Front Office
7 109 (2.27%) Investment Banking
8 103 (2.15%) Retail
9 93 (1.94%) Inclusion and Diversity
10 80 (1.67%) Documentation Skills
11 79 (1.65%) Marketing
12 76 (1.58%) Telecoms
13 54 (1.13%) Military
14 51 (1.06%) Aerospace
15 46 (0.96%) Law
16 43 (0.90%) Pharmaceutical
17 39 (0.81%) Financial Institution
18 34 (0.71%) Influencing Skills
18 34 (0.71%) Legal
19 33 (0.69%) Publishing
Job Titles
1 857 (17.87%) Senior
2 737 (15.37%) Developer
3 713 (14.87%) Data Engineer
4 442 (9.22%) Lead
5 373 (7.78%) Python Developer
6 297 (6.19%) DevOps Engineer
7 295 (6.15%) Python Engineer
8 261 (5.44%) Artificial Intelligence Engineer
9 247 (5.15%) Analyst
10 238 (4.96%) Software Engineer
11 214 (4.46%) Architect
12 182 (3.79%) AWS Engineer
13 169 (3.52%) Senior Data Engineer
14 163 (3.40%) Senior Developer
15 158 (3.29%) Data Scientist
15 158 (3.29%) Platform Engineer
16 157 (3.27%) Cloud Engineer
17 150 (3.13%) Azure Engineer
18 136 (2.84%) Network Engineer
19 129 (2.69%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,209 (25.21%) Terraform
2 452 (9.42%) REST
3 323 (6.73%) PySpark
4 315 (6.57%) Kafka
5 270 (5.63%) React
6 215 (4.48%) .NET
7 179 (3.73%) Django
8 175 (3.65%) FastAPI
9 171 (3.57%) JSON
10 168 (3.50%) RESTful
11 135 (2.81%) LangChain
12 131 (2.73%) Node.js
12 131 (2.73%) pytest
13 129 (2.69%) Pandas
14 109 (2.27%) OAuth
15 105 (2.19%) Flask
16 100 (2.09%) HTML
17 95 (1.98%) LangGraph
18 92 (1.92%) PyTorch
19 91 (1.90%) YAML
Miscellaneous
1 698 (14.55%) Cloud Native
2 249 (5.19%) Distributed Systems
3 246 (5.13%) AI Agents
4 222 (4.63%) Onboarding
5 146 (3.04%) Data Centre
6 134 (2.79%) Product Ownership
7 123 (2.56%) Data Structures
8 122 (2.54%) Legacy Systems
9 109 (2.27%) Algorithms
10 103 (2.15%) Hybrid Cloud
11 97 (2.02%) Enterprise Software
12 90 (1.88%) Management Information System
13 84 (1.75%) Security Posture
14 82 (1.71%) Derivative
15 78 (1.63%) Data Protection Act
16 74 (1.54%) Equities
17 71 (1.48%) Public Cloud
18 66 (1.38%) PKI
19 55 (1.15%) Replication
20 53 (1.11%) Self-Motivation
Operating Systems
1 652 (13.59%) Linux
2 317 (6.61%) Windows
3 209 (4.36%) Unix
4 137 (2.86%) Red Hat Enterprise Linux
5 81 (1.69%) Windows Server
6 42 (0.88%) Ubuntu
7 32 (0.67%) VMS
8 24 (0.50%) CentOS
9 20 (0.42%) Solaris
10 14 (0.29%) AIX
11 13 (0.27%) Android
12 10 (0.21%) Apple iOS
13 9 (0.19%) Mac OS
14 8 (0.17%) Amazon Linux
14 8 (0.17%) Windows 10
14 8 (0.17%) Windows Server 2019
15 7 (0.15%) zOS
16 4 (0.083%) Debian
16 4 (0.083%) Embedded Linux
16 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 2,004 (41.78%) CI/CD
2 1,407 (29.34%) DevOps
3 1,341 (27.96%) AI
4 1,095 (22.83%) Infrastructure as Code
5 1,078 (22.48%) Agile
6 963 (20.08%) Analytics
7 852 (17.76%) Data Pipeline
8 794 (16.56%) Software Engineering
9 760 (15.85%) Problem-Solving
10 725 (15.12%) Data Engineering
11 710 (14.80%) Machine Learning
12 656 (13.68%) Containerisation
13 642 (13.39%) Data Modelling
14 640 (13.34%) Observability
15 579 (12.07%) Test Automation
16 572 (11.93%) Continuous Improvement
17 562 (11.72%) ETL
18 549 (11.45%) Validation
19 486 (10.13%) Platform Engineering
20 483 (10.07%) Data Science
Programming Languages
1 1,607 (33.51%) SQL
2 686 (14.30%) Java
3 683 (14.24%) PowerShell
4 657 (13.70%) Bash
5 380 (7.92%) JavaScript
6 309 (6.44%) TypeScript
7 273 (5.69%) C#
8 188 (3.92%) Go
9 121 (2.52%) R
10 120 (2.50%) Shell Script
11 116 (2.42%) Bicep
12 108 (2.25%) C++
13 104 (2.17%) Scala
14 74 (1.54%) Perl
15 56 (1.17%) Data Analysis Expressions
16 50 (1.04%) Groovy
17 49 (1.02%) Rust
18 46 (0.96%) C
19 44 (0.92%) PL/SQL
20 37 (0.77%) T-SQL
Qualifications
1 1,170 (24.40%) Security Cleared
2 940 (19.60%) SC Cleared
3 370 (7.71%) Degree
4 226 (4.71%) DV Cleared
5 138 (2.88%) Azure Certification
6 134 (2.79%) Computer Science Degree
7 129 (2.69%) AWS Certification
8 100 (2.09%) BPSS Clearance
9 94 (1.96%) CISSP
10 76 (1.58%) Cisco Certification
11 63 (1.31%) Master's Degree
12 46 (0.96%) Microsoft Certification
13 37 (0.77%) CCNP
14 33 (0.69%) PhD
15 29 (0.60%) CCIE
15 29 (0.60%) CISM
16 28 (0.58%) AWS Certified Solutions Architect
16 28 (0.58%) DBS Check
17 26 (0.54%) Microsoft Certified Professional
18 25 (0.52%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 553 (11.53%) Data Quality
2 290 (6.05%) QA
3 112 (2.34%) NIST
4 98 (2.04%) ISO/IEC 27001
5 78 (1.63%) GDPR
6 70 (1.46%) Accessibility
7 42 (0.88%) SLA
8 36 (0.75%) Actionable Recommendations
9 28 (0.58%) NCSC
10 25 (0.52%) PCI DSS
11 22 (0.46%) WCAG
12 21 (0.44%) SOC 2
13 19 (0.40%) Sarbanes-Oxley
14 15 (0.31%) HIPAA
15 9 (0.19%) ISO 20022
16 7 (0.15%) Basel III
16 7 (0.15%) Cyber Essentials
17 6 (0.13%) MiFID
17 6 (0.13%) NIST 800
18 5 (0.10%) HL7
System Software
1 829 (17.29%) Docker
2 161 (3.36%) Active Directory
3 111 (2.31%) VMware Infrastructure
4 61 (1.27%) Virtual Machines
5 46 (0.96%) Hyper-V
6 31 (0.65%) VMware NSX
7 29 (0.60%) vSphere
8 19 (0.40%) NFS
9 18 (0.38%) VMware ESXi
10 16 (0.33%) Firmware
11 13 (0.27%) Virtual Desktop
12 12 (0.25%) Oracle RAC
13 10 (0.21%) Squid
14 7 (0.15%) Postfix
15 5 (0.10%) HDFS
15 5 (0.10%) KVM
15 5 (0.10%) Slurm Workload Manager
16 4 (0.083%) Ceph
16 4 (0.083%) Dovecot
16 4 (0.083%) PowerHA
Systems Management
1 958 (19.97%) Kubernetes
2 566 (11.80%) Ansible
3 266 (5.55%) Grafana
4 200 (4.17%) Prometheus
5 73 (1.52%) Puppet
6 67 (1.40%) Progress Chef
7 57 (1.19%) Argo
8 36 (0.75%) Single Sign-On
9 29 (0.60%) Kibana
10 26 (0.54%) Control-M
11 25 (0.52%) Istio
12 24 (0.50%) Microsoft Intune
13 21 (0.44%) Packer
14 20 (0.42%) FortiGate
15 17 (0.35%) ZABBIX
16 15 (0.31%) ITRS Geneos
16 15 (0.31%) Nagios
16 15 (0.31%) vCenter Server
17 14 (0.29%) Kustomize
17 14 (0.29%) VxRail
Vendors
1 645 (13.45%) Microsoft
2 501 (10.45%) Databricks
3 327 (6.82%) Google
4 207 (4.32%) Oracle
5 181 (3.77%) Splunk
6 142 (2.96%) VMware
7 141 (2.94%) OpenAI
8 138 (2.88%) Cisco
9 122 (2.54%) ServiceNow
10 93 (1.94%) Dynatrace
11 85 (1.77%) Red Hat
12 84 (1.75%) F5
13 82 (1.71%) Palo Alto
14 81 (1.69%) IBM
15 70 (1.46%) Foundry
16 69 (1.44%) Fortinet
17 68 (1.42%) CyberArk
18 57 (1.19%) Informatica
19 55 (1.15%) SAP
20 47 (0.98%) Arista