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

6 months to
28 Sep 2026
Same period 2025 Same period 2024
Rank 14 10 10
Rank change year-on-year -4 0 +2
Contract jobs citing Python 4,758 3,673 3,650
As % of all contract jobs in England 10.31% 13.24% 11.19%
As % of the Programming Languages category 39.83% 40.29% 34.39%
Number of daily rates quoted 3,123 2,435 2,548
10th Percentile £375 £363 £363
25th Percentile £450 £435 £468
Median daily rate (50th Percentile) £550 £529 £588
Median % change year-on-year +4.07% -10.04% -2.08%
75th Percentile £650 £650 £713
90th Percentile £750 £786 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -4.17%
Number of hourly rates quoted 116 73 84
10th Percentile £36.13 £32.07 £27.00
25th Percentile £46.94 £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 £83.65 £58.75 £74.00
90th Percentile £92.11 £83.25 £83.50
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 11,945 9,116 10,613
As % of all contract IT jobs advertised in England 25.89% 32.86% 32.54%
Number of daily rates quoted 7,742 6,148 7,133
10th Percentile £363 £350 £353
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 £507 £525
% change year-on-year +3.65% -3.52% -4.55%
Number of hourly rates quoted 503 259 304
10th Percentile £26.51 £31.25 £30.00
25th Percentile £51.25 £42.38 £48.06
Median hourly rate £65.00 £57.50 £65.00
Median % change year-on-year +13.04% -11.54% +3.17%
75th Percentile £70.25 £67.75 £70.00
90th Percentile £81.80 £76.75 £79.75
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 28 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 28 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 28 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 2,810 £575 - 5,276
North of England +1 745 £500 +5.26% 825
South East -6 446 £541 +8.25% 794
Yorkshire -2 376 £500 - 254
North West +1 291 £525 +16.67% 465
South West -4 271 £550 +4.76% 511
Midlands -21 226 £500 +1.63% 397
West Midlands -21 186 £520 +4.00% 251
East of England -15 145 £484 -7.86% 498
North East 0 87 £425 -10.53% 109
East Midlands -17 40 £463 +12.80% 146
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
1 251 (5.28%) Apache Airflow
2 242 (5.09%) Apache Spark
3 191 (4.01%) Apache
4 130 (2.73%) Confluence
5 52 (1.09%) Jupyter
6 47 (0.99%) 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 (0.11%) Apache Solr
14 5 (0.11%) Camunda
14 5 (0.11%) Oracle SOA Suite
14 5 (0.11%) WebSphere
15 4 (0.084%) Apache Superset
Applications
1 80 (1.68%) Microsoft Excel
2 30 (0.63%) Chatbot
3 20 (0.42%) Microsoft Office
4 15 (0.32%) 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 (0.34%) 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 (0.11%) Sage X3
8 5 (0.11%) SAP IBP
9 4 (0.084%) Oracle EBS
9 4 (0.084%) Oracle ERP
9 4 (0.084%) Salesforce CRM
10 3 (0.063%) Endur
10 3 (0.063%) Payment Gateway
10 3 (0.063%) Teamcenter
11 2 (0.042%) Actimize
11 2 (0.042%) Oracle Assets
11 2 (0.042%) SAP ERP
11 2 (0.042%) Workday HCM
Cloud Services
1 1,768 (37.16%) AWS
2 1,634 (34.34%) Azure
3 747 (15.70%) GCP
4 608 (12.78%) GitHub
5 410 (8.62%) Serverless
6 403 (8.47%) Power Platform
7 373 (7.84%) Azure DevOps
8 368 (7.73%) GitHub Actions
9 331 (6.96%) Amazon S3
10 296 (6.22%) AWS Lambda
11 280 (5.88%) Snowflake
12 218 (4.58%) dbt
13 193 (4.06%) Azure Data Factory
14 161 (3.38%) Amazon CloudWatch
15 153 (3.22%) Entra ID
16 147 (3.09%) Amazon EKS
17 140 (2.94%) AWS CloudFormation
18 120 (2.52%) Amazon EC2
19 113 (2.37%) SaaS
20 111 (2.33%) Azure Synapse Analytics
Communications & Networking
1 256 (5.38%) Firewall
2 176 (3.70%) DNS
3 144 (3.03%) TCP/IP
4 142 (2.98%) Network Security
5 115 (2.42%) BGP
5 115 (2.42%) VPN
6 104 (2.19%) WAN
7 75 (1.58%) DHCP
8 66 (1.39%) SD-WAN
9 65 (1.37%) OSPF
10 57 (1.20%) BIG-IP
11 50 (1.05%) VXLAN
12 49 (1.03%) F5 BIG-IP LTM
13 46 (0.97%) SSL
13 46 (0.97%) VLAN
14 45 (0.95%) HTTP
15 43 (0.90%) Ethernet VPN
16 38 (0.80%) Wi-Fi
17 37 (0.78%) MPLS
17 37 (0.78%) Wireless
Database & Business Intelligence
1 361 (7.59%) Power BI
2 292 (6.14%) Data Warehouse
3 272 (5.72%) PostgreSQL
4 179 (3.76%) Metadata
5 177 (3.72%) SQL Server
6 165 (3.47%) Data Lake
7 163 (3.43%) BigQuery
8 162 (3.40%) Relational Database
9 153 (3.22%) Tableau
10 147 (3.09%) NoSQL
11 112 (2.35%) Amazon Redshift
12 108 (2.27%) Big Data
12 108 (2.27%) Delta Lake
13 107 (2.25%) Amazon RDS
14 102 (2.14%) Amazon Athena
15 95 (2.00%) MongoDB
16 83 (1.74%) DynamoDB
17 82 (1.72%) MySQL
18 67 (1.41%) Redis
19 48 (1.01%) Snowflake Schema
Development Applications
1 666 (14.00%) Git
2 419 (8.81%) Jenkins
3 410 (8.62%) GitLab
4 260 (5.46%) JIRA
5 95 (2.00%) Selenium
6 54 (1.13%) Postman
7 52 (1.09%) JMeter
8 43 (0.90%) SonarQube
9 41 (0.86%) Bitbucket
10 39 (0.82%) Claude Code
10 39 (0.82%) MLflow
11 32 (0.67%) Artifactory
11 32 (0.67%) Cucumber
12 29 (0.61%) Sonatype Nexus
13 28 (0.59%) LoadRunner
14 26 (0.55%) 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 1,105 (23.22%) Social Skills
2 1,075 (22.59%) Finance
3 719 (15.11%) Analytical Skills
4 450 (9.46%) Public Sector
5 427 (8.97%) Banking
6 159 (3.34%) Front Office
7 110 (2.31%) Investment Banking
8 103 (2.16%) Retail
9 93 (1.95%) Inclusion and Diversity
10 78 (1.64%) Documentation Skills
10 78 (1.64%) Marketing
11 74 (1.56%) Telecoms
12 54 (1.13%) Military
13 48 (1.01%) Aerospace
14 46 (0.97%) Law
15 42 (0.88%) Pharmaceutical
16 39 (0.82%) Financial Institution
17 34 (0.71%) Legal
18 33 (0.69%) Back Office
18 33 (0.69%) Publishing
Job Titles
1 848 (17.82%) Senior
2 732 (15.38%) Developer
3 707 (14.86%) Data Engineer
4 438 (9.21%) Lead
5 373 (7.84%) Python Developer
6 298 (6.26%) DevOps Engineer
7 292 (6.14%) Python Engineer
8 260 (5.46%) Artificial Intelligence Engineer
9 244 (5.13%) Analyst
10 231 (4.85%) Software Engineer
11 211 (4.43%) Architect
12 181 (3.80%) AWS Engineer
13 168 (3.53%) Senior Data Engineer
14 162 (3.40%) Senior Developer
15 158 (3.32%) Data Scientist
16 157 (3.30%) Cloud Engineer
17 156 (3.28%) Platform Engineer
18 148 (3.11%) Azure Engineer
19 134 (2.82%) Network Engineer
20 128 (2.69%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,203 (25.28%) Terraform
2 451 (9.48%) REST
3 323 (6.79%) PySpark
4 314 (6.60%) Kafka
5 266 (5.59%) React
6 212 (4.46%) .NET
7 179 (3.76%) Django
8 173 (3.64%) FastAPI
9 168 (3.53%) JSON
10 166 (3.49%) RESTful
11 134 (2.82%) LangChain
12 130 (2.73%) Node.js
13 128 (2.69%) pytest
14 127 (2.67%) Pandas
15 108 (2.27%) OAuth
16 102 (2.14%) Flask
17 99 (2.08%) HTML
18 94 (1.98%) LangGraph
19 91 (1.91%) PyTorch
20 90 (1.89%) YAML
Miscellaneous
1 696 (14.63%) Cloud Native
2 247 (5.19%) Distributed Systems
3 245 (5.15%) AI Agents
4 221 (4.64%) Onboarding
5 144 (3.03%) Data Centre
6 133 (2.80%) Product Ownership
7 122 (2.56%) Data Structures
7 122 (2.56%) Legacy Systems
8 108 (2.27%) Algorithms
9 103 (2.16%) Hybrid Cloud
10 97 (2.04%) Enterprise Software
11 89 (1.87%) Management Information System
12 84 (1.77%) Security Posture
13 82 (1.72%) Derivative
14 78 (1.64%) Data Protection Act
15 74 (1.56%) Equities
16 70 (1.47%) Public Cloud
17 66 (1.39%) PKI
18 55 (1.16%) Replication
19 53 (1.11%) Self-Motivation
Operating Systems
1 648 (13.62%) Linux
2 316 (6.64%) Windows
3 209 (4.39%) Unix
4 134 (2.82%) Red Hat Enterprise Linux
5 81 (1.70%) Windows Server
6 42 (0.88%) Ubuntu
7 32 (0.67%) VMS
8 24 (0.50%) CentOS
9 20 (0.42%) Solaris
10 13 (0.27%) AIX
10 13 (0.27%) Android
11 10 (0.21%) Apple iOS
12 9 (0.19%) Mac OS
13 8 (0.17%) Amazon Linux
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
14 7 (0.15%) zOS
15 4 (0.084%) Debian
15 4 (0.084%) Embedded Linux
15 4 (0.084%) Windows Server 2008
Processes & Methodologies
1 1,991 (41.85%) CI/CD
2 1,398 (29.38%) DevOps
3 1,333 (28.02%) AI
4 1,091 (22.93%) Infrastructure as Code
5 1,068 (22.45%) Agile
6 957 (20.11%) Analytics
7 842 (17.70%) Data Pipeline
8 783 (16.46%) Software Engineering
9 754 (15.85%) Problem-Solving
10 722 (15.17%) Data Engineering
11 700 (14.71%) Machine Learning
12 649 (13.64%) Containerisation
13 637 (13.39%) Observability
14 635 (13.35%) Data Modelling
15 575 (12.08%) Test Automation
16 565 (11.87%) Continuous Improvement
17 560 (11.77%) ETL
18 547 (11.50%) Validation
19 485 (10.19%) Platform Engineering
20 481 (10.11%) Data Science
Programming Languages
1 1,591 (33.44%) SQL
2 682 (14.33%) PowerShell
3 681 (14.31%) Java
4 658 (13.83%) Bash
5 377 (7.92%) JavaScript
6 303 (6.37%) TypeScript
7 267 (5.61%) C#
8 187 (3.93%) Go
9 120 (2.52%) Shell Script
10 118 (2.48%) R
11 116 (2.44%) Bicep
12 108 (2.27%) C++
13 104 (2.19%) Scala
14 74 (1.56%) Perl
15 56 (1.18%) Data Analysis Expressions
16 50 (1.05%) Groovy
17 49 (1.03%) Rust
18 45 (0.95%) C
19 42 (0.88%) PL/SQL
20 37 (0.78%) T-SQL
Qualifications
1 1,158 (24.34%) Security Cleared
2 928 (19.50%) SC Cleared
3 368 (7.73%) Degree
4 225 (4.73%) DV Cleared
5 137 (2.88%) Azure Certification
6 132 (2.77%) Computer Science Degree
7 128 (2.69%) AWS Certification
8 100 (2.10%) BPSS Clearance
9 94 (1.98%) CISSP
10 75 (1.58%) Cisco Certification
11 63 (1.32%) Master's Degree
12 46 (0.97%) Microsoft Certification
13 36 (0.76%) CCNP
14 33 (0.69%) PhD
15 29 (0.61%) CCIE
15 29 (0.61%) CISM
16 28 (0.59%) AWS Certified Solutions Architect
16 28 (0.59%) DBS Check
17 26 (0.55%) Microsoft Certified Professional
18 25 (0.53%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 549 (11.54%) Data Quality
2 289 (6.07%) QA
3 112 (2.35%) NIST
4 98 (2.06%) ISO/IEC 27001
5 78 (1.64%) GDPR
6 69 (1.45%) Accessibility
7 42 (0.88%) SLA
8 36 (0.76%) Actionable Recommendations
9 28 (0.59%) NCSC
10 25 (0.53%) PCI DSS
11 22 (0.46%) WCAG
12 21 (0.44%) SOC 2
13 19 (0.40%) Sarbanes-Oxley
14 15 (0.32%) 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 (0.11%) HL7
System Software
1 824 (17.32%) Docker
2 161 (3.38%) Active Directory
3 111 (2.33%) VMware Infrastructure
4 61 (1.28%) Virtual Machines
5 46 (0.97%) Hyper-V
6 31 (0.65%) VMware NSX
7 29 (0.61%) vSphere
8 19 (0.40%) NFS
9 18 (0.38%) VMware ESXi
10 16 (0.34%) Firmware
11 13 (0.27%) Virtual Desktop
12 11 (0.23%) Oracle RAC
13 10 (0.21%) Squid
14 7 (0.15%) Postfix
15 5 (0.11%) HDFS
15 5 (0.11%) KVM
15 5 (0.11%) Slurm Workload Manager
16 4 (0.084%) Ceph
16 4 (0.084%) Dovecot
16 4 (0.084%) PowerHA
Systems Management
1 955 (20.07%) Kubernetes
2 563 (11.83%) Ansible
3 268 (5.63%) Grafana
4 201 (4.22%) Prometheus
5 73 (1.53%) Puppet
6 67 (1.41%) Progress Chef
7 58 (1.22%) Argo
8 36 (0.76%) Single Sign-On
9 29 (0.61%) Kibana
10 26 (0.55%) Control-M
11 25 (0.53%) Istio
12 24 (0.50%) Microsoft Intune
13 22 (0.46%) Packer
14 20 (0.42%) FortiGate
15 16 (0.34%) ZABBIX
16 15 (0.32%) ITRS Geneos
16 15 (0.32%) vCenter Server
17 14 (0.29%) HAProxy
17 14 (0.29%) Kustomize
17 14 (0.29%) VxRail
Vendors
1 642 (13.49%) Microsoft
2 497 (10.45%) Databricks
3 326 (6.85%) Google
4 205 (4.31%) Oracle
5 181 (3.80%) Splunk
6 142 (2.98%) VMware
7 141 (2.96%) OpenAI
8 136 (2.86%) Cisco
9 122 (2.56%) ServiceNow
10 93 (1.95%) Dynatrace
11 85 (1.79%) Red Hat
12 84 (1.77%) F5
13 81 (1.70%) Palo Alto
14 80 (1.68%) IBM
15 70 (1.47%) Foundry
16 68 (1.43%) CyberArk
17 67 (1.41%) Fortinet
18 57 (1.20%) Informatica
19 55 (1.16%) SAP
20 45 (0.95%) Arista