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

6 months to
1 Sep 2026
Same period 2025 Same period 2024
Rank 14 10 12
Rank change year-on-year -4 +2 0
Contract jobs citing Python 4,787 3,610 3,568
As % of all contract jobs in England 10.48% 13.09% 10.79%
As % of the Programming Languages category 40.20% 39.91% 33.54%
Number of daily rates quoted 3,158 2,442 2,593
10th Percentile £375 £363 £375
25th Percentile £449 £435 £468
Median daily rate (50th Percentile) £550 £537 £580
Median % change year-on-year +2.42% -7.41% -3.33%
75th Percentile £650 £656 £725
90th Percentile £750 £800 £850
UK median daily rate £537 £525 £575
% change year-on-year +2.29% -8.70% -4.17%
Number of hourly rates quoted 123 74 91
10th Percentile £31.65 £32.30 £25.25
25th Percentile £43.81 £36.25 £46.18
Median hourly rate £63.14 £50.00 £67.50
Median % change year-on-year +26.27% -25.93% +3.85%
75th Percentile £77.50 £58.94 £71.88
90th Percentile £88.75 £84.39 £78.75
UK median hourly rate £58.50 £50.00 £61.00
% change year-on-year +17.00% -18.03% -6.15%

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 11,908 9,045 10,638
As % of all contract IT jobs advertised in England 26.08% 32.80% 32.18%
Number of daily rates quoted 7,704 6,165 7,453
10th Percentile £363 £349 £356
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £514 £550
Median % change year-on-year +2.14% -6.55% -
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £520 £501 £525
% change year-on-year +3.90% -4.67% -4.55%
Number of hourly rates quoted 493 266 315
10th Percentile £29.96 £30.61 £31.98
25th Percentile £51.25 £42.25 £51.25
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +3.17%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £78.60 £79.38 £79.67
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +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 1 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 1 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 1 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 -3 2,836 £575 - 5,126
North of England +1 724 £500 +5.26% 768
South East -10 448 £543 +8.50% 884
Yorkshire 0 370 £500 +2.56% 222
South West -3 289 £528 +0.48% 519
North West -1 272 £500 +5.26% 433
Midlands -18 234 £495 +4.21% 371
West Midlands -18 189 £500 +5.26% 221
East of England -11 140 £500 -4.76% 511
North East -2 94 £425 -2.86% 119
East Midlands -12 45 £478 +13.81% 148
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
1 255 (5.33%) Apache Airflow
2 237 (4.95%) Apache Spark
3 194 (4.05%) Apache
4 138 (2.88%) Confluence
5 52 (1.09%) Jupyter
6 44 (0.92%) SharePoint
7 35 (0.73%) SAS
8 28 (0.58%) OpenStack
9 22 (0.46%) Palantir Foundry
10 21 (0.44%) ArcGIS
11 18 (0.38%) nginx
12 13 (0.27%) IIS
13 8 (0.17%) CMS
13 8 (0.17%) WebSphere
14 7 (0.15%) Apache Superset
14 7 (0.15%) Tomcat
15 5 (0.10%) Apache Solr
15 5 (0.10%) Oracle SOA Suite
15 5 (0.10%) WebSphere Application Server
16 4 (0.084%) Microsoft Exchange
Applications
1 98 (2.05%) Microsoft Excel
2 26 (0.54%) Chatbot
3 24 (0.50%) Microsoft Office
4 19 (0.40%) Spreadsheet
5 18 (0.38%) CPLEX
6 17 (0.36%) Microsoft PowerPoint
7 13 (0.27%) MS Visio
8 3 (0.063%) Microsoft Project
9 2 (0.042%) Navisworks
9 2 (0.042%) Revit
10 1 (0.021%) Adobe Creative Suite
10 1 (0.021%) CINEMA 4D
10 1 (0.021%) Houdini
10 1 (0.021%) Mozilla Thunderbird
10 1 (0.021%) OrCAD
10 1 (0.021%) Simulink
10 1 (0.021%) SPSS
10 1 (0.021%) Weka
10 1 (0.021%) Zemax
Business Applications
1 22 (0.46%) Aladdin
2 18 (0.38%) SAP S/4HANA
3 16 (0.33%) Remedy ITSM
4 8 (0.17%) Dynamics CRM
5 7 (0.15%) Oracle EBS
5 7 (0.15%) SAP IBP
6 6 (0.13%) NetSuite
6 6 (0.13%) Remedy AR System
7 5 (0.10%) BambooHR
7 5 (0.10%) Sage X3
8 4 (0.084%) Front Arena
8 4 (0.084%) Oracle ERP
8 4 (0.084%) Salesforce CRM
9 3 (0.063%) Endur
9 3 (0.063%) SimCorp Dimension
9 3 (0.063%) Teamcenter
10 2 (0.042%) Global One
10 2 (0.042%) IBM Planning Analytics
10 2 (0.042%) SAP ERP
10 2 (0.042%) Summit
Cloud Services
1 1,809 (37.79%) AWS
2 1,666 (34.80%) Azure
3 706 (14.75%) GCP
4 604 (12.62%) GitHub
5 428 (8.94%) Power Platform
6 419 (8.75%) Serverless
7 390 (8.15%) Azure DevOps
8 368 (7.69%) GitHub Actions
9 342 (7.14%) Amazon S3
10 308 (6.43%) AWS Lambda
11 274 (5.72%) Snowflake
12 207 (4.32%) dbt
13 206 (4.30%) Azure Data Factory
14 151 (3.15%) Amazon CloudWatch
15 140 (2.92%) AWS CloudFormation
16 135 (2.82%) Amazon EKS
17 124 (2.59%) Entra ID
18 122 (2.55%) Azure Synapse Analytics
19 116 (2.42%) Amazon EC2
20 112 (2.34%) SaaS
Communications & Networking
1 258 (5.39%) Firewall
2 183 (3.82%) DNS
3 149 (3.11%) TCP/IP
4 121 (2.53%) BGP
5 120 (2.51%) Network Security
6 116 (2.42%) VPN
7 108 (2.26%) WAN
8 79 (1.65%) DHCP
9 69 (1.44%) OSPF
10 62 (1.30%) SD-WAN
11 54 (1.13%) VLAN
12 50 (1.04%) BIG-IP
12 50 (1.04%) VXLAN
13 46 (0.96%) HTTP
14 44 (0.92%) F5 BIG-IP LTM
14 44 (0.92%) SSL
15 39 (0.81%) SNMP
16 38 (0.79%) Ethernet VPN
16 38 (0.79%) MPLS
17 31 (0.65%) Internet
Database & Business Intelligence
1 391 (8.17%) Power BI
2 294 (6.14%) Data Warehouse
3 269 (5.62%) PostgreSQL
4 195 (4.07%) SQL Server
5 178 (3.72%) Metadata
6 174 (3.63%) Tableau
7 163 (3.41%) Relational Database
8 158 (3.30%) Data Lake
9 146 (3.05%) NoSQL
10 142 (2.97%) BigQuery
11 118 (2.47%) Amazon Redshift
12 112 (2.34%) Delta Lake
13 111 (2.32%) Amazon Athena
13 111 (2.32%) Big Data
14 106 (2.21%) Amazon RDS
15 87 (1.82%) DynamoDB
16 86 (1.80%) MongoDB
17 73 (1.52%) MySQL
18 66 (1.38%) Redis
19 55 (1.15%) Snowflake Schema
Development Applications
1 610 (12.74%) Git
2 418 (8.73%) Jenkins
3 385 (8.04%) GitLab
4 244 (5.10%) JIRA
5 86 (1.80%) Selenium
6 48 (1.00%) JMeter
7 45 (0.94%) Postman
8 43 (0.90%) MLflow
9 40 (0.84%) SonarQube
10 36 (0.75%) Bitbucket
11 30 (0.63%) Claude Code
12 29 (0.61%) Artifactory
13 28 (0.58%) Cucumber
13 28 (0.58%) Gatling
13 28 (0.58%) Maven
14 26 (0.54%) LoadRunner
14 26 (0.54%) Sonatype Nexus
15 24 (0.50%) Cypress.io
16 21 (0.44%) REST Assured
17 17 (0.36%) Zephyr
General
1 1,101 (23.00%) Social Skills
2 1,043 (21.79%) Finance
3 740 (15.46%) Analytical Skills
4 474 (9.90%) Public Sector
5 383 (8.00%) Banking
6 165 (3.45%) Front Office
7 107 (2.24%) Investment Banking
8 100 (2.09%) Retail
9 96 (2.01%) Inclusion and Diversity
10 92 (1.92%) Documentation Skills
11 85 (1.78%) Marketing
12 72 (1.50%) Telecoms
13 50 (1.04%) Pharmaceutical
14 49 (1.02%) Aerospace
14 49 (1.02%) Military
15 42 (0.88%) Legal
16 41 (0.86%) Influencing Skills
17 40 (0.84%) Financial Institution
18 39 (0.81%) Law
19 38 (0.79%) Publishing
Job Titles
1 799 (16.69%) Senior
2 743 (15.52%) Developer
3 707 (14.77%) Data Engineer
4 436 (9.11%) Lead
5 385 (8.04%) Python Developer
6 294 (6.14%) Python Engineer
7 285 (5.95%) DevOps Engineer
8 258 (5.39%) Analyst
9 243 (5.08%) Architect
9 243 (5.08%) Software Engineer
10 228 (4.76%) Artificial Intelligence Engineer
11 183 (3.82%) AWS Engineer
12 160 (3.34%) Data Scientist
13 157 (3.28%) Senior Data Engineer
14 156 (3.26%) Platform Engineer
14 156 (3.26%) Senior Developer
15 153 (3.20%) Cloud Engineer
16 141 (2.95%) Azure Engineer
17 124 (2.59%) Data Analyst
18 116 (2.42%) Network Engineer
Libraries, Frameworks & Software Standards
1 1,159 (24.21%) Terraform
2 414 (8.65%) REST
3 343 (7.17%) PySpark
4 305 (6.37%) Kafka
5 268 (5.60%) React
6 225 (4.70%) .NET
7 175 (3.66%) Django
8 172 (3.59%) JSON
9 170 (3.55%) FastAPI
10 157 (3.28%) RESTful
11 146 (3.05%) Pandas
12 140 (2.92%) Node.js
13 120 (2.51%) LangChain
14 113 (2.36%) pytest
15 103 (2.15%) HTML
16 102 (2.13%) Flask
17 101 (2.11%) YAML
18 98 (2.05%) PyTorch
19 95 (1.98%) OAuth
20 92 (1.92%) CSS
Miscellaneous
1 677 (14.14%) Cloud Native
2 261 (5.45%) Distributed Systems
3 213 (4.45%) AI Agents
4 197 (4.12%) Onboarding
5 146 (3.05%) Data Centre
6 140 (2.92%) Product Ownership
7 125 (2.61%) Legacy Systems
8 116 (2.42%) Algorithms
9 114 (2.38%) Data Structures
9 114 (2.38%) Hybrid Cloud
10 92 (1.92%) Data Protection Act
10 92 (1.92%) Derivative
11 89 (1.86%) Management Information System
12 82 (1.71%) Equities
13 73 (1.52%) Enterprise Software
14 70 (1.46%) Security Posture
15 59 (1.23%) Fixed Income
16 57 (1.19%) PKI
16 57 (1.19%) Public Cloud
17 51 (1.07%) Self-Motivation
Operating Systems
1 630 (13.16%) Linux
2 301 (6.29%) Windows
3 202 (4.22%) Unix
4 130 (2.72%) Red Hat Enterprise Linux
5 80 (1.67%) Windows Server
6 40 (0.84%) Ubuntu
7 29 (0.61%) VMS
8 23 (0.48%) AIX
9 17 (0.36%) Solaris
10 16 (0.33%) CentOS
11 15 (0.31%) Android
12 9 (0.19%) Apple iOS
13 8 (0.17%) Amazon Linux
13 8 (0.17%) Mac OS
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
13 8 (0.17%) zOS
14 6 (0.13%) Embedded Linux
15 5 (0.10%) Debian
16 4 (0.084%) Windows Server 2008
Processes & Methodologies
1 1,914 (39.98%) CI/CD
2 1,405 (29.35%) DevOps
3 1,258 (26.28%) AI
4 1,060 (22.14%) Agile
5 1,026 (21.43%) Infrastructure as Code
6 982 (20.51%) Analytics
7 857 (17.90%) Data Pipeline
8 799 (16.69%) Problem-Solving
9 758 (15.83%) Software Engineering
10 707 (14.77%) Data Engineering
11 705 (14.73%) Machine Learning
12 655 (13.68%) Containerisation
13 625 (13.06%) Data Modelling
14 603 (12.60%) Observability
15 551 (11.51%) ETL
16 538 (11.24%) Test Automation
17 533 (11.13%) Continuous Improvement
18 501 (10.47%) Validation
19 492 (10.28%) Data Science
20 463 (9.67%) Platform Engineering
Programming Languages
1 1,612 (33.67%) SQL
2 711 (14.85%) Java
3 674 (14.08%) PowerShell
4 659 (13.77%) Bash
5 372 (7.77%) JavaScript
6 302 (6.31%) TypeScript
7 282 (5.89%) C#
8 159 (3.32%) Go
9 135 (2.82%) R
10 120 (2.51%) Bicep
11 119 (2.49%) C++
12 114 (2.38%) Shell Script
13 111 (2.32%) Scala
14 71 (1.48%) Perl
15 57 (1.19%) Data Analysis Expressions
16 55 (1.15%) Groovy
17 51 (1.07%) C
17 51 (1.07%) Rust
18 49 (1.02%) PL/SQL
19 46 (0.96%) Ruby
Qualifications
1 1,135 (23.71%) Security Cleared
2 919 (19.20%) SC Cleared
3 381 (7.96%) Degree
4 196 (4.09%) DV Cleared
5 146 (3.05%) Computer Science Degree
6 129 (2.69%) Azure Certification
7 120 (2.51%) AWS Certification
8 94 (1.96%) BPSS Clearance
9 89 (1.86%) CISSP
10 83 (1.73%) Cisco Certification
11 61 (1.27%) Master's Degree
12 44 (0.92%) Microsoft Certification
13 42 (0.88%) CCNP
14 34 (0.71%) PhD
15 32 (0.67%) CISM
15 32 (0.67%) VMware Certified Professional (VCP)
16 28 (0.58%) AWS Certified Solutions Architect
16 28 (0.58%) CCIE
17 25 (0.52%) DBS Check
17 25 (0.52%) ISTQB
Quality Assurance & Compliance
1 529 (11.05%) Data Quality
2 249 (5.20%) QA
3 110 (2.30%) NIST
4 100 (2.09%) ISO/IEC 27001
5 94 (1.96%) GDPR
6 72 (1.50%) Accessibility
7 35 (0.73%) SLA
8 33 (0.69%) Actionable Recommendations
9 28 (0.58%) NCSC
10 27 (0.56%) WCAG
11 25 (0.52%) Sarbanes-Oxley
12 23 (0.48%) PCI DSS
13 13 (0.27%) HIPAA
14 12 (0.25%) SOC 2
15 10 (0.21%) ISO 20022
16 8 (0.17%) Cyber Essentials
17 6 (0.13%) California Consumer Privacy Act
17 6 (0.13%) NIST 800
18 5 (0.10%) GRC
18 5 (0.10%) HL7
System Software
1 820 (17.13%) Docker
2 147 (3.07%) Active Directory
3 108 (2.26%) VMware Infrastructure
4 54 (1.13%) Virtual Machines
5 39 (0.81%) Hyper-V
6 35 (0.73%) VMware NSX
7 34 (0.71%) vSphere
8 23 (0.48%) Firmware
9 20 (0.42%) VMware ESXi
10 12 (0.25%) NFS
10 12 (0.25%) Virtual Desktop
11 11 (0.23%) Oracle RAC
12 10 (0.21%) Squid
13 7 (0.15%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) PowerHA
14 5 (0.10%) Slurm Workload Manager
15 4 (0.084%) Ceph
15 4 (0.084%) Dovecot
15 4 (0.084%) HDFS
Systems Management
1 946 (19.76%) Kubernetes
2 562 (11.74%) Ansible
3 273 (5.70%) Grafana
4 205 (4.28%) Prometheus
5 78 (1.63%) Puppet
6 69 (1.44%) Progress Chef
7 60 (1.25%) Argo
8 27 (0.56%) Single Sign-On
9 26 (0.54%) Control-M
9 26 (0.54%) Istio
10 24 (0.50%) Kibana
11 23 (0.48%) ZABBIX
12 22 (0.46%) Nagios
13 21 (0.44%) Microsoft Intune
14 20 (0.42%) vCenter Server
15 18 (0.38%) FortiGate
15 18 (0.38%) Packer
15 18 (0.38%) vRealize
16 16 (0.33%) Tivoli
17 15 (0.31%) Netcool
Vendors
1 621 (12.97%) Microsoft
2 496 (10.36%) Databricks
3 290 (6.06%) Google
4 210 (4.39%) Oracle
5 190 (3.97%) Splunk
6 143 (2.99%) VMware
7 133 (2.78%) Cisco
8 125 (2.61%) OpenAI
9 113 (2.36%) ServiceNow
10 92 (1.92%) Dynatrace
11 90 (1.88%) Red Hat
12 82 (1.71%) F5
13 79 (1.65%) IBM
14 77 (1.61%) Palo Alto
15 69 (1.44%) Fortinet
16 65 (1.36%) CyberArk
17 64 (1.34%) Informatica
18 58 (1.21%) Foundry
18 58 (1.21%) SAP
19 49 (1.02%) Salesforce