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

6 months to
8 Jul 2026
Same period 2025 Same period 2024
Rank 12 10 14
Rank change year-on-year -2 +4 -2
Contract jobs citing Python 4,729 3,515 3,669
As % of all contract jobs in England 10.64% 13.17% 9.90%
As % of the Programming Languages category 39.81% 39.28% 31.95%
Number of daily rates quoted 3,157 2,455 2,689
10th Percentile £366 £369 £375
25th Percentile £431 £445 £463
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% -4.17%
75th Percentile £638 £675 £710
90th Percentile £750 £813 £850
UK median daily rate £525 £538 £555
% change year-on-year -2.33% -3.15% -7.50%
Number of hourly rates quoted 101 54 107
10th Percentile £28.50 £27.70 £21.89
25th Percentile £41.25 £34.81 £46.18
Median hourly rate £55.00 £50.00 £65.00
Median % change year-on-year +10.00% -23.08% -0.38%
75th Percentile £74.26 £55.75 £71.88
90th Percentile £85.00 £63.60 £77.50
UK median hourly rate £53.25 £45.00 £62.00
% change year-on-year +18.33% -27.42% -4.62%

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 11,879 8,949 11,483
As % of all contract IT jobs advertised in England 26.72% 33.54% 30.99%
Number of daily rates quoted 7,738 6,168 8,213
10th Percentile £360 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £520 £520 £540
Median % change year-on-year - -3.70% -1.82%
75th Percentile £615 £638 £650
90th Percentile £725 £775 £788
UK median daily rate £512 £512 £525
% change year-on-year -0.04% -2.48% -4.55%
Number of hourly rates quoted 499 219 475
10th Percentile £34.83 £28.18 £35.52
25th Percentile £55.00 £36.25 £49.63
Median hourly rate £65.00 £56.75 £65.00
Median % change year-on-year +14.54% -12.69% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £79.60 £80.00 £75.00
UK median hourly rate £65.00 £55.00 £62.50
% change year-on-year +18.18% -12.00% -

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 8 July 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 8 July 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 8 July 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 2,717 £550 -4.35% 1,274
North of England +7 790 £488 +1.04% 418
South East -9 447 £530 +5.90% 589
Yorkshire +2 433 £500 +1.42% 119
North West +3 280 £500 +5.26% 230
South West -4 268 £500 -9.09% 242
Midlands -15 252 £477 +3.92% 221
West Midlands -15 203 £475 - 109
East of England -13 131 £500 -0.25% 205
North East +6 89 £425 -2.86% 73
East Midlands -9 48 £497 +11.07% 111
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
1 252 (5.33%) Apache Spark
2 227 (4.80%) Apache Airflow
3 169 (3.57%) Apache
4 149 (3.15%) Confluence
5 48 (1.02%) Jupyter
6 47 (0.99%) SAS
7 45 (0.95%) SharePoint
8 20 (0.42%) OpenStack
9 19 (0.40%) Palantir Foundry
10 15 (0.32%) Microsoft Exchange
11 13 (0.27%) ArcGIS
11 13 (0.27%) nginx
12 11 (0.23%) IIS
13 8 (0.17%) Apache Superset
13 8 (0.17%) CMS
14 6 (0.13%) Appian
14 6 (0.13%) Camunda
14 6 (0.13%) CICS
14 6 (0.13%) Tomcat
15 5 (0.11%) WebSphere Application Server
Applications
1 103 (2.18%) Microsoft Excel
2 29 (0.61%) Chatbot
3 26 (0.55%) Microsoft Office
4 21 (0.44%) Microsoft PowerPoint
5 20 (0.42%) MS Visio
6 18 (0.38%) Spreadsheet
7 14 (0.30%) CPLEX
8 3 (0.063%) Microsoft Project
9 1 (0.021%) LaTeX
9 1 (0.021%) OrCAD
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 24 (0.51%) Aladdin
2 20 (0.42%) SAP S/4HANA
3 11 (0.23%) Remedy ITSM
4 7 (0.15%) Dynamics CRM
4 7 (0.15%) Oracle EBS
4 7 (0.15%) SAP IBP
5 6 (0.13%) Fidessa
5 6 (0.13%) NetSuite
6 5 (0.11%) BambooHR
6 5 (0.11%) Sage X3
7 4 (0.085%) Oracle ERP
8 3 (0.063%) Bloomberg AIM
8 3 (0.063%) Salesforce CRM
8 3 (0.063%) SimCorp Dimension
9 2 (0.042%) Front Arena
9 2 (0.042%) Global One
9 2 (0.042%) Oracle Assets
9 2 (0.042%) Orchestrade
9 2 (0.042%) Remedy AR System
9 2 (0.042%) Teamcenter
Cloud Services
1 1,792 (37.89%) AWS
2 1,630 (34.47%) Azure
3 699 (14.78%) GCP
4 556 (11.76%) GitHub
5 451 (9.54%) Power Platform
6 404 (8.54%) Serverless
7 364 (7.70%) Amazon S3
8 348 (7.36%) Azure DevOps
9 320 (6.77%) GitHub Actions
10 302 (6.39%) AWS Lambda
11 234 (4.95%) Snowflake
12 228 (4.82%) Azure Data Factory
13 193 (4.08%) dbt
14 147 (3.11%) Azure Synapse Analytics
15 141 (2.98%) AWS CloudFormation
16 139 (2.94%) Amazon EKS
17 136 (2.88%) OpenShift
18 134 (2.83%) Amazon CloudWatch
19 112 (2.37%) Amazon EC2
20 103 (2.18%) Entra ID
Communications & Networking
1 218 (4.61%) Firewall
2 145 (3.07%) DNS
3 109 (2.30%) WAN
4 107 (2.26%) BGP
5 103 (2.18%) TCP/IP
6 100 (2.11%) Network Security
7 94 (1.99%) VPN
8 64 (1.35%) OSPF
9 53 (1.12%) BIG-IP
10 51 (1.08%) SD-WAN
11 44 (0.93%) DHCP
11 44 (0.93%) VXLAN
12 43 (0.91%) VLAN
13 42 (0.89%) HTTP
14 38 (0.80%) F5 BIG-IP LTM
14 38 (0.80%) LAN
14 38 (0.80%) MPLS
15 36 (0.76%) SSL
16 34 (0.72%) Ethernet VPN
17 33 (0.70%) SNMP
Database & Business Intelligence
1 395 (8.35%) Power BI
2 304 (6.43%) PostgreSQL
3 282 (5.96%) Data Warehouse
4 229 (4.84%) SQL Server
5 184 (3.89%) Tableau
6 177 (3.74%) Data Lake
7 150 (3.17%) Relational Database
8 147 (3.11%) NoSQL
9 141 (2.98%) Metadata
10 127 (2.69%) BigQuery
11 123 (2.60%) Amazon Redshift
12 121 (2.56%) Delta Lake
13 119 (2.52%) Amazon Athena
14 117 (2.47%) Big Data
15 95 (2.01%) MongoDB
16 94 (1.99%) Amazon RDS
17 79 (1.67%) DynamoDB
18 67 (1.42%) MySQL
19 64 (1.35%) Snowflake Schema
20 56 (1.18%) Redis
Development Applications
1 550 (11.63%) Git
2 412 (8.71%) Jenkins
3 343 (7.25%) GitLab
4 273 (5.77%) JIRA
5 64 (1.35%) Selenium
6 61 (1.29%) MLflow
7 45 (0.95%) Postman
8 35 (0.74%) Bitbucket
9 33 (0.70%) JMeter
10 29 (0.61%) Artifactory
11 27 (0.57%) Cucumber
11 27 (0.57%) Cypress.io
11 27 (0.57%) SonarQube
12 25 (0.53%) Maven
13 24 (0.51%) Gatling
13 24 (0.51%) Sonatype Nexus
14 20 (0.42%) JUnit
14 20 (0.42%) REST Assured
15 17 (0.36%) Robot Framework
16 16 (0.34%) Zephyr
General
1 1,038 (21.95%) Social Skills
2 1,037 (21.93%) Finance
3 655 (13.85%) Analytical Skills
4 456 (9.64%) Public Sector
5 373 (7.89%) Banking
6 188 (3.98%) Front Office
7 112 (2.37%) Documentation Skills
8 106 (2.24%) Investment Banking
9 86 (1.82%) Inclusion and Diversity
10 82 (1.73%) Retail
11 71 (1.50%) Marketing
12 56 (1.18%) Pharmaceutical
13 53 (1.12%) Telecoms
14 46 (0.97%) Legal
15 44 (0.93%) Financial Institution
16 41 (0.87%) Publishing
17 37 (0.78%) Military
18 36 (0.76%) Influencing Skills
19 29 (0.61%) Presentation Skills
20 28 (0.59%) Manufacturing
Job Titles
1 817 (17.28%) Developer
2 749 (15.84%) Data Engineer
3 725 (15.33%) Senior
4 417 (8.82%) Python Developer
5 382 (8.08%) Lead
6 267 (5.65%) Architect
7 266 (5.62%) DevOps Engineer
8 257 (5.43%) Python Engineer
9 255 (5.39%) Software Engineer
10 245 (5.18%) Analyst
11 213 (4.50%) Artificial Intelligence Engineer
12 186 (3.93%) AWS Engineer
13 184 (3.89%) Data Scientist
14 154 (3.26%) Senior Data Engineer
15 150 (3.17%) Senior Developer
16 145 (3.07%) Azure Engineer
17 136 (2.88%) Platform Engineer
18 131 (2.77%) Cloud Engineer
19 124 (2.62%) Data Analyst
20 114 (2.41%) Security Engineer
Libraries, Frameworks & Software Standards
1 343 (7.25%) REST
2 322 (6.81%) PySpark
3 316 (6.68%) React
4 306 (6.47%) Kafka
5 210 (4.44%) .NET
6 179 (3.79%) Node.js
7 172 (3.64%) Pandas
8 167 (3.53%) JSON
8 167 (3.53%) RESTful
9 157 (3.32%) FastAPI
10 146 (3.09%) Django
11 140 (2.96%) PyTorch
12 118 (2.50%) LangChain
13 102 (2.16%) NumPy
13 102 (2.16%) scikit-learn
14 99 (2.09%) TensorFlow
15 93 (1.97%) OpenTelemetry
16 92 (1.95%) Spring
17 89 (1.88%) Flask
17 89 (1.88%) YAML
Miscellaneous
1 636 (13.45%) Cloud Native
2 259 (5.48%) Distributed Systems
3 150 (3.17%) Onboarding
4 147 (3.11%) AI Agents
5 133 (2.81%) Data Centre
6 125 (2.64%) Product Ownership
7 118 (2.50%) Algorithms
8 107 (2.26%) Legacy Systems
9 105 (2.22%) Data Protection Act
10 104 (2.20%) Hybrid Cloud
11 103 (2.18%) Data Structures
12 99 (2.09%) Derivative
12 99 (2.09%) Fixed Income
13 96 (2.03%) Equities
14 87 (1.84%) Management Information System
15 73 (1.54%) Security Posture
16 58 (1.23%) Public Cloud
17 51 (1.08%) Greenfield Project
18 50 (1.06%) Self-Motivation
19 47 (0.99%) Enterprise Software
Operating Systems
1 555 (11.74%) Linux
2 269 (5.69%) Windows
3 184 (3.89%) Unix
4 98 (2.07%) Red Hat Enterprise Linux
5 62 (1.31%) Windows Server
6 37 (0.78%) Ubuntu
7 27 (0.57%) VMS
8 24 (0.51%) AIX
9 23 (0.49%) Android
10 16 (0.34%) Apple iOS
11 15 (0.32%) Solaris
12 14 (0.30%) CentOS
13 11 (0.23%) zOS
14 9 (0.19%) Mac OS
15 7 (0.15%) Debian
15 7 (0.15%) Windows Server 2019
16 6 (0.13%) Amazon Linux
16 6 (0.13%) Rocky
17 5 (0.11%) Embedded Linux
18 3 (0.063%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,797 (38.00%) CI/CD
2 1,317 (27.85%) DevOps
3 1,160 (24.53%) AI
4 1,049 (22.18%) Agile
5 1,005 (21.25%) Analytics
6 866 (18.31%) Infrastructure as Code
7 854 (18.06%) Data Pipeline
8 801 (16.94%) Problem-Solving
9 738 (15.61%) Machine Learning
10 711 (15.03%) Data Engineering
11 660 (13.96%) Software Engineering
12 647 (13.68%) Containerisation
13 636 (13.45%) Data Modelling
14 605 (12.79%) ETL
15 547 (11.57%) Data Science
16 515 (10.89%) Observability
17 484 (10.23%) Test Automation
18 464 (9.81%) Business Intelligence
19 428 (9.05%) LLM
20 419 (8.86%) Validation
Programming Languages
1 1,596 (33.75%) SQL
2 712 (15.06%) Java
3 579 (12.24%) PowerShell
4 565 (11.95%) Bash
5 373 (7.89%) JavaScript
6 343 (7.25%) TypeScript
7 293 (6.20%) C#
8 194 (4.10%) Go
9 145 (3.07%) R
10 119 (2.52%) Scala
11 111 (2.35%) C++
12 99 (2.09%) Shell Script
13 79 (1.67%) Bicep
14 52 (1.10%) C
14 52 (1.10%) PL/SQL
15 50 (1.06%) Groovy
15 50 (1.06%) Rust
16 49 (1.04%) Data Analysis Expressions
17 48 (1.02%) Ruby
18 47 (0.99%) Perl
Qualifications
1 1,033 (21.84%) Security Cleared
2 818 (17.30%) SC Cleared
3 378 (7.99%) Degree
4 156 (3.30%) DV Cleared
5 149 (3.15%) Computer Science Degree
6 112 (2.37%) BPSS Clearance
7 101 (2.14%) Azure Certification
8 97 (2.05%) AWS Certification
9 87 (1.84%) CISSP
10 74 (1.56%) Cisco Certification
11 69 (1.46%) Master's Degree
12 46 (0.97%) CCNP
13 35 (0.74%) CISM
14 33 (0.70%) Microsoft Certification
14 33 (0.70%) PhD
14 33 (0.70%) VMware Certified Professional (VCP)
15 29 (0.61%) CCIE
16 23 (0.49%) AWS Certified Solutions Architect
17 20 (0.42%) ISTQB
18 19 (0.40%) CCNA
Quality Assurance & Compliance
1 478 (10.11%) Data Quality
2 198 (4.19%) QA
3 122 (2.58%) GDPR
4 106 (2.24%) NIST
5 102 (2.16%) ISO/IEC 27001
6 69 (1.46%) Accessibility
7 25 (0.53%) SLA
7 25 (0.53%) WCAG
8 24 (0.51%) PCI DSS
9 23 (0.49%) HIPAA
10 21 (0.44%) Sarbanes-Oxley
11 18 (0.38%) NCSC
12 13 (0.27%) Actionable Recommendations
12 13 (0.27%) SOC 2
13 9 (0.19%) California Consumer Privacy Act
13 9 (0.19%) GRC
14 8 (0.17%) Cyber Essentials
15 7 (0.15%) ISO 20022
16 5 (0.11%) HL7
16 5 (0.11%) MiFID
System Software
1 769 (16.26%) Docker
2 113 (2.39%) Active Directory
3 91 (1.92%) VMware Infrastructure
4 68 (1.44%) Virtual Machines
5 36 (0.76%) vSphere
6 32 (0.68%) VMware NSX
7 26 (0.55%) Firmware
8 23 (0.49%) Hyper-V
9 20 (0.42%) VMware ESXi
10 14 (0.30%) NFS
11 12 (0.25%) KVM
12 9 (0.19%) Oracle RAC
12 9 (0.19%) Squid
13 8 (0.17%) Virtual Desktop
14 7 (0.15%) Postfix
15 5 (0.11%) Active Directory Lightweight Directory Services
15 5 (0.11%) HDFS
15 5 (0.11%) SRDF
16 4 (0.085%) Slurm Workload Manager
16 4 (0.085%) Varnish
Systems Management
1 1,052 (22.25%) Terraform
2 888 (18.78%) Kubernetes
3 506 (10.70%) Ansible
4 285 (6.03%) Grafana
5 235 (4.97%) Prometheus
6 69 (1.46%) Puppet
7 60 (1.27%) Argo
8 41 (0.87%) Progress Chef
9 35 (0.74%) vCenter Server
10 29 (0.61%) Istio
11 28 (0.59%) Kibana
12 27 (0.57%) Control-M
13 25 (0.53%) Nessus
14 23 (0.49%) Microsoft Intune
14 23 (0.49%) Nagios
14 23 (0.49%) vRealize
15 22 (0.47%) ZABBIX
16 20 (0.42%) HAProxy
17 18 (0.38%) IBM Guardium
18 17 (0.36%) Tivoli
Vendors
1 550 (11.63%) Microsoft
2 492 (10.40%) Databricks
3 263 (5.56%) Google
4 220 (4.65%) Oracle
5 189 (4.00%) Splunk
6 125 (2.64%) VMware
7 123 (2.60%) OpenAI
8 121 (2.56%) Cisco
9 106 (2.24%) ServiceNow
10 91 (1.92%) Red Hat
11 84 (1.78%) F5
12 81 (1.71%) Palo Alto
13 77 (1.63%) Dynatrace
14 66 (1.40%) Informatica
15 62 (1.31%) IBM
16 61 (1.29%) CyberArk
17 60 (1.27%) Fortinet
18 56 (1.18%) Foundry
19 51 (1.08%) Arista
20 46 (0.97%) SAP