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

6 months to
31 Aug 2026
Same period 2025 Same period 2024
Rank 14 10 12
Rank change year-on-year -4 +2 0
Contract jobs citing Python 4,770 3,626 3,567
As % of all contract jobs in England 10.43% 13.07% 10.79%
As % of the Programming Languages category 40.14% 39.88% 33.55%
Number of daily rates quoted 3,148 2,454 2,594
10th Percentile £375 £360 £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 £799 £850
UK median daily rate £535 £525 £575
% change year-on-year +1.90% -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 11,884 9,092 10,633
As % of all contract IT jobs advertised in England 25.97% 32.76% 32.18%
Number of daily rates quoted 7,696 6,195 7,454
10th Percentile £363 £348 £356
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £513 £550
Median % change year-on-year +2.44% -6.82% -
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £520 £500 £525
% change year-on-year +4.00% -4.76% -4.55%
Number of hourly rates quoted 493 267 315
10th Percentile £29.96 £30.68 £31.98
25th Percentile £51.33 £42.25 £51.25
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +3.59%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £78.60 £79.25 £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 31 August 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 31 August 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 31 August 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 2,819 £572 -0.48% 2,876
North of England +2 724 £500 +5.26% 560
South East -9 446 £543 +8.50% 700
Yorkshire 0 370 £500 +2.56% 176
South West -3 291 £528 +0.48% 396
North West -2 270 £500 +5.26% 298
Midlands -18 232 £491 +3.42% 283
West Midlands -18 187 £498 +4.74% 157
East of England -9 140 £500 -2.91% 332
North East +1 96 £425 -2.86% 89
East Midlands -12 45 £478 +13.81% 123
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 (5.35%) Apache Airflow
2 238 (4.99%) Apache Spark
3 192 (4.03%) Apache
4 139 (2.91%) Confluence
5 52 (1.09%) Jupyter
6 41 (0.86%) SharePoint
7 34 (0.71%) SAS
8 28 (0.59%) 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%) CICS
Applications
1 98 (2.05%) Microsoft Excel
2 26 (0.55%) 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 (0.34%) 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%) Oracle Assets
10 2 (0.042%) Payment Gateway
10 2 (0.042%) SAP ERP
10 2 (0.042%) Workday HCM
Cloud Services
1 1,804 (37.82%) AWS
2 1,658 (34.76%) Azure
3 703 (14.74%) GCP
4 596 (12.49%) GitHub
5 431 (9.04%) Power Platform
6 412 (8.64%) Serverless
7 388 (8.13%) Azure DevOps
8 364 (7.63%) GitHub Actions
9 338 (7.09%) Amazon S3
10 304 (6.37%) AWS Lambda
11 270 (5.66%) Snowflake
12 206 (4.32%) Azure Data Factory
13 205 (4.30%) dbt
14 149 (3.12%) Amazon CloudWatch
15 141 (2.96%) AWS CloudFormation
16 134 (2.81%) Amazon EKS
17 123 (2.58%) Azure Synapse Analytics
17 123 (2.58%) Entra ID
18 114 (2.39%) Amazon EC2
19 109 (2.29%) SaaS
Communications & Networking
1 256 (5.37%) Firewall
2 183 (3.84%) DNS
3 149 (3.12%) TCP/IP
4 120 (2.52%) BGP
5 119 (2.49%) Network Security
5 119 (2.49%) VPN
6 108 (2.26%) WAN
7 79 (1.66%) DHCP
8 67 (1.40%) OSPF
9 61 (1.28%) SD-WAN
10 53 (1.11%) VLAN
11 50 (1.05%) VXLAN
12 49 (1.03%) BIG-IP
13 46 (0.96%) HTTP
14 43 (0.90%) F5 BIG-IP LTM
14 43 (0.90%) SSL
15 40 (0.84%) SNMP
16 38 (0.80%) Ethernet VPN
17 37 (0.78%) MPLS
18 31 (0.65%) Internet
Database & Business Intelligence
1 394 (8.26%) Power BI
2 294 (6.16%) Data Warehouse
3 267 (5.60%) PostgreSQL
4 194 (4.07%) SQL Server
5 177 (3.71%) Metadata
6 172 (3.61%) Tableau
7 162 (3.40%) Relational Database
8 159 (3.33%) Data Lake
9 145 (3.04%) NoSQL
10 142 (2.98%) BigQuery
11 118 (2.47%) Amazon Redshift
12 111 (2.33%) Amazon Athena
12 111 (2.33%) Delta Lake
13 110 (2.31%) Big Data
14 105 (2.20%) Amazon RDS
15 88 (1.84%) MongoDB
16 85 (1.78%) DynamoDB
17 70 (1.47%) MySQL
18 65 (1.36%) Redis
19 55 (1.15%) Snowflake Schema
Development Applications
1 609 (12.77%) Git
2 417 (8.74%) Jenkins
3 385 (8.07%) GitLab
4 245 (5.14%) JIRA
5 86 (1.80%) Selenium
6 48 (1.01%) JMeter
7 45 (0.94%) Postman
8 42 (0.88%) MLflow
9 39 (0.82%) SonarQube
10 36 (0.75%) Bitbucket
11 29 (0.61%) Artifactory
12 28 (0.59%) Claude Code
12 28 (0.59%) Cucumber
12 28 (0.59%) Gatling
13 27 (0.57%) Maven
14 26 (0.55%) LoadRunner
15 25 (0.52%) Sonatype Nexus
16 24 (0.50%) Cypress.io
17 21 (0.44%) REST Assured
18 17 (0.36%) Robot Framework
General
1 1,091 (22.87%) Social Skills
2 1,035 (21.70%) Finance
3 735 (15.41%) Analytical Skills
4 476 (9.98%) Public Sector
5 382 (8.01%) Banking
6 163 (3.42%) Front Office
7 106 (2.22%) Investment Banking
8 99 (2.08%) Retail
9 96 (2.01%) Inclusion and Diversity
10 92 (1.93%) Documentation Skills
11 83 (1.74%) Marketing
12 71 (1.49%) Telecoms
13 50 (1.05%) Pharmaceutical
14 49 (1.03%) Aerospace
15 47 (0.99%) Military
16 42 (0.88%) Legal
17 40 (0.84%) Financial Institution
18 38 (0.80%) Publishing
19 37 (0.78%) Influencing Skills
19 37 (0.78%) Law
Job Titles
1 794 (16.65%) Senior
2 739 (15.49%) Developer
3 706 (14.80%) Data Engineer
4 436 (9.14%) Lead
5 386 (8.09%) Python Developer
6 291 (6.10%) Python Engineer
7 283 (5.93%) DevOps Engineer
8 253 (5.30%) Analyst
9 244 (5.12%) Software Engineer
10 243 (5.09%) Architect
11 224 (4.70%) Artificial Intelligence Engineer
12 185 (3.88%) AWS Engineer
13 160 (3.35%) Data Scientist
14 156 (3.27%) Senior Data Engineer
15 154 (3.23%) Senior Developer
16 153 (3.21%) Platform Engineer
17 151 (3.17%) Cloud Engineer
18 140 (2.94%) Azure Engineer
19 122 (2.56%) Data Analyst
20 116 (2.43%) Network Engineer
Libraries, Frameworks & Software Standards
1 1,152 (24.15%) Terraform
2 410 (8.60%) REST
3 339 (7.11%) PySpark
4 306 (6.42%) Kafka
5 264 (5.53%) React
6 223 (4.68%) .NET
7 175 (3.67%) Django
8 171 (3.58%) JSON
9 167 (3.50%) FastAPI
10 154 (3.23%) RESTful
11 146 (3.06%) Pandas
12 139 (2.91%) Node.js
13 117 (2.45%) LangChain
14 112 (2.35%) pytest
15 101 (2.12%) HTML
15 101 (2.12%) YAML
16 100 (2.10%) Flask
16 100 (2.10%) PyTorch
17 91 (1.91%) OAuth
18 90 (1.89%) CSS
Miscellaneous
1 669 (14.03%) Cloud Native
2 262 (5.49%) Distributed Systems
3 210 (4.40%) AI Agents
4 194 (4.07%) Onboarding
5 147 (3.08%) Data Centre
6 138 (2.89%) Product Ownership
7 124 (2.60%) Legacy Systems
8 116 (2.43%) Algorithms
9 115 (2.41%) Data Structures
10 113 (2.37%) Hybrid Cloud
11 92 (1.93%) Data Protection Act
11 92 (1.93%) Derivative
12 88 (1.84%) Management Information System
13 82 (1.72%) Equities
14 70 (1.47%) Security Posture
15 68 (1.43%) Enterprise Software
16 59 (1.24%) Fixed Income
17 58 (1.22%) PKI
18 56 (1.17%) Public Cloud
19 51 (1.07%) Self-Motivation
Operating Systems
1 634 (13.29%) Linux
2 305 (6.39%) Windows
3 200 (4.19%) Unix
4 131 (2.75%) Red Hat Enterprise Linux
5 81 (1.70%) Windows Server
6 40 (0.84%) Ubuntu
7 28 (0.59%) VMS
8 24 (0.50%) AIX
9 17 (0.36%) CentOS
9 17 (0.36%) Solaris
10 15 (0.31%) Android
11 9 (0.19%) Apple iOS
12 8 (0.17%) Amazon Linux
12 8 (0.17%) Mac OS
12 8 (0.17%) Windows 10
12 8 (0.17%) Windows Server 2019
12 8 (0.17%) zOS
13 6 (0.13%) Embedded Linux
14 5 (0.10%) Debian
15 4 (0.084%) Windows Server 2008
Processes & Methodologies
1 1,897 (39.77%) CI/CD
2 1,403 (29.41%) DevOps
3 1,244 (26.08%) AI
4 1,052 (22.05%) Agile
5 1,018 (21.34%) Infrastructure as Code
6 975 (20.44%) Analytics
7 857 (17.97%) Data Pipeline
8 798 (16.73%) Problem-Solving
9 751 (15.74%) Software Engineering
10 706 (14.80%) Machine Learning
11 705 (14.78%) Data Engineering
12 650 (13.63%) Containerisation
13 621 (13.02%) Data Modelling
14 593 (12.43%) Observability
15 551 (11.55%) ETL
16 537 (11.26%) Test Automation
17 526 (11.03%) Continuous Improvement
18 495 (10.38%) Validation
19 489 (10.25%) Data Science
20 463 (9.71%) Business Intelligence
Programming Languages
1 1,596 (33.46%) SQL
2 712 (14.93%) Java
3 679 (14.23%) PowerShell
4 658 (13.79%) Bash
5 370 (7.76%) JavaScript
6 299 (6.27%) TypeScript
7 284 (5.95%) C#
8 159 (3.33%) Go
9 134 (2.81%) R
10 120 (2.52%) Bicep
11 119 (2.49%) C++
12 111 (2.33%) Shell Script
13 108 (2.26%) Scala
14 71 (1.49%) Perl
15 57 (1.19%) Data Analysis Expressions
16 54 (1.13%) Groovy
17 52 (1.09%) C
18 51 (1.07%) Rust
19 49 (1.03%) PL/SQL
20 45 (0.94%) Ruby
Qualifications
1 1,136 (23.82%) Security Cleared
2 919 (19.27%) SC Cleared
3 385 (8.07%) Degree
4 194 (4.07%) DV Cleared
5 148 (3.10%) Computer Science Degree
6 133 (2.79%) Azure Certification
7 120 (2.52%) AWS Certification
8 89 (1.87%) BPSS Clearance
8 89 (1.87%) CISSP
9 82 (1.72%) Cisco Certification
10 63 (1.32%) Master's Degree
11 44 (0.92%) Microsoft Certification
12 42 (0.88%) CCNP
13 34 (0.71%) PhD
14 32 (0.67%) CISM
14 32 (0.67%) VMware Certified Professional (VCP)
15 28 (0.59%) AWS Certified Solutions Architect
16 27 (0.57%) CCIE
17 25 (0.52%) DBS Check
17 25 (0.52%) ISTQB
Quality Assurance & Compliance
1 525 (11.01%) Data Quality
2 247 (5.18%) QA
3 110 (2.31%) NIST
4 100 (2.10%) ISO/IEC 27001
5 97 (2.03%) GDPR
6 72 (1.51%) Accessibility
7 34 (0.71%) SLA
8 31 (0.65%) Actionable Recommendations
9 28 (0.59%) NCSC
10 27 (0.57%) 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
1 814 (17.06%) Docker
2 148 (3.10%) Active Directory
3 111 (2.33%) VMware Infrastructure
4 53 (1.11%) Virtual Machines
5 39 (0.82%) Hyper-V
6 36 (0.75%) vSphere
7 35 (0.73%) VMware NSX
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
1 940 (19.71%) Kubernetes
2 566 (11.87%) Ansible
3 273 (5.72%) Grafana
4 206 (4.32%) Prometheus
5 78 (1.64%) Puppet
6 69 (1.45%) Progress Chef
7 60 (1.26%) Argo
8 27 (0.57%) Single Sign-On
9 26 (0.55%) Istio
10 25 (0.52%) Control-M
11 24 (0.50%) Kibana
11 24 (0.50%) ZABBIX
12 23 (0.48%) Nagios
13 22 (0.46%) vCenter Server
14 21 (0.44%) Microsoft Intune
15 20 (0.42%) vRealize
16 18 (0.38%) Packer
17 17 (0.36%) FortiGate
17 17 (0.36%) Tivoli
18 16 (0.34%) Netcool
Vendors
1 617 (12.94%) Microsoft
2 485 (10.17%) Databricks
3 288 (6.04%) Google
4 210 (4.40%) Oracle
5 190 (3.98%) Splunk
6 145 (3.04%) VMware
7 132 (2.77%) Cisco
8 121 (2.54%) OpenAI
9 113 (2.37%) ServiceNow
10 92 (1.93%) Dynatrace
11 91 (1.91%) Red Hat
12 82 (1.72%) F5
13 80 (1.68%) IBM
14 77 (1.61%) Palo Alto
15 68 (1.43%) Fortinet
16 65 (1.36%) CyberArk
17 64 (1.34%) Informatica
18 58 (1.22%) SAP
19 56 (1.17%) Foundry
20 49 (1.03%) Arista