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

6 months to
4 Apr 2026
Same period 2025 Same period 2024
Rank 9 9 14
Rank change year-on-year 0 +5 -1
Contract jobs citing Python 4,441 3,256 3,473
As % of all contract jobs in England 11.50% 13.36% 9.25%
As % of the Programming Languages category 40.60% 39.69% 31.91%
Number of daily rates quoted 3,064 2,342 2,513
10th Percentile £363 £393 £400
25th Percentile £425 £457 £463
Median daily rate (50th Percentile) £520 £560 £550
Median % change year-on-year -7.14% +1.82% -8.33%
75th Percentile £625 £699 £688
90th Percentile £750 £838 £800
UK median daily rate £513 £550 £550
% change year-on-year -6.82% - -8.33%
Number of hourly rates quoted 101 43 83
10th Percentile £27.50 £21.25 £22.00
25th Percentile £41.25 £25.75 £37.50
Median hourly rate £57.77 £47.50 £52.50
Median % change year-on-year +21.61% -9.52% -19.23%
75th Percentile £75.00 £65.50 £66.88
90th Percentile £83.00 £77.00 £72.50
UK median hourly rate £55.00 £42.50 £48.50
% change year-on-year +29.41% -12.37% -25.38%

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 10,938 8,204 10,884
As % of all contract IT jobs advertised in England 28.33% 33.67% 28.98%
Number of daily rates quoted 7,300 5,627 7,897
10th Percentile £355 £360 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £505 £525 £538
Median % change year-on-year -3.81% -2.33% -5.29%
75th Percentile £613 £650 £656
90th Percentile £725 £775 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 500 212 433
10th Percentile £41.90 £25.25 £35.00
25th Percentile £55.00 £39.25 £46.25
Median hourly rate £65.00 £63.00 £60.00
Median % change year-on-year +3.17% +5.00% -4.00%
75th Percentile £70.00 £68.75 £68.75
90th Percentile £77.50 £85.00 £75.00
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -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 4 April 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 4 April 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 4 April 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 2,508 £550 -8.33% 1,152
North of England +9 687 £481 -3.83% 475
South East -5 408 £500 -4.76% 576
Yorkshire +1 384 £479 -4.20% 164
Midlands -1 288 £496 +6.26% 255
North West +7 258 £490 -0.41% 230
South West +1 249 £525 -4.55% 280
West Midlands -2 229 £500 +2.04% 130
East of England +1 133 £500 - 219
East Midlands -12 58 £450 +3.21% 125
North East +11 54 £500 +1.27% 83
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
1 234 (5.27%) Apache Spark
2 181 (4.08%) Apache Airflow
3 134 (3.02%) Confluence
4 132 (2.97%) Apache
5 66 (1.49%) SAS
6 51 (1.15%) SharePoint
7 27 (0.61%) Jupyter
8 23 (0.52%) Microsoft Exchange
9 19 (0.43%) OpenStack
10 18 (0.41%) Palantir Foundry
11 15 (0.34%) Appian
12 13 (0.29%) nginx
13 11 (0.25%) Camunda
14 9 (0.20%) Apache Superset
15 8 (0.18%) ArcGIS
16 7 (0.16%) CMS
17 3 (0.068%) CICS
17 3 (0.068%) IBM HTTP Server
17 3 (0.068%) IIS
17 3 (0.068%) WebSphere Application Server
Applications
1 125 (2.81%) Microsoft Excel
2 26 (0.59%) Chatbot
3 22 (0.50%) Microsoft Office
4 21 (0.47%) Microsoft PowerPoint
5 20 (0.45%) MS Visio
6 18 (0.41%) Spreadsheet
7 6 (0.14%) Weka
8 5 (0.11%) CPLEX
9 4 (0.090%) Microsoft Project
10 3 (0.068%) LaTeX
11 1 (0.023%) OrCAD
Business Applications
1 25 (0.56%) Aladdin
2 11 (0.25%) SAP S/4HANA
3 9 (0.20%) Fidessa
4 5 (0.11%) Oracle EBS
5 4 (0.090%) Bloomberg AIM
5 4 (0.090%) SAP IBP
6 3 (0.068%) Actimize
6 3 (0.068%) BambooHR
6 3 (0.068%) Remedy ITSM
7 2 (0.045%) Cloudability
7 2 (0.045%) Front Arena
7 2 (0.045%) Global One
7 2 (0.045%) NEC Housing
7 2 (0.045%) NetSuite
8 1 (0.023%) Dynamics CRM
8 1 (0.023%) IBM Planning Analytics
8 1 (0.023%) Loan IQ
8 1 (0.023%) ResourceLink
8 1 (0.023%) SAP APO
8 1 (0.023%) SimCorp Dimension
Cloud Services
1 1,695 (38.17%) AWS
2 1,543 (34.74%) Azure
3 700 (15.76%) GCP
4 597 (13.44%) GitHub
5 470 (10.58%) Power Platform
6 420 (9.46%) Serverless
7 337 (7.59%) Azure DevOps
8 310 (6.98%) GitHub Actions
9 304 (6.85%) Amazon S3
10 284 (6.39%) AWS Lambda
11 256 (5.76%) Azure Data Factory
12 210 (4.73%) Snowflake
13 186 (4.19%) AWS CloudFormation
14 166 (3.74%) OpenShift
15 149 (3.36%) Azure Synapse Analytics
16 147 (3.31%) dbt
17 141 (3.17%) Amazon EKS
18 121 (2.72%) Amazon ECS
19 102 (2.30%) Amazon CloudWatch
20 101 (2.27%) Amazon EC2
Communications & Networking
1 166 (3.74%) Firewall
2 132 (2.97%) DNS
3 88 (1.98%) Network Security
4 84 (1.89%) TCP/IP
5 72 (1.62%) VPN
6 67 (1.51%) BGP
7 58 (1.31%) WAN
8 45 (1.01%) HTTP
9 38 (0.86%) MPLS
10 36 (0.81%) OSPF
11 32 (0.72%) DHCP
12 30 (0.68%) VLAN
13 29 (0.65%) LAN
13 29 (0.65%) Wireshark
14 27 (0.61%) SAN
14 27 (0.61%) SNMP
15 24 (0.54%) SSL
16 23 (0.52%) SD-WAN
17 21 (0.47%) BIG-IP
17 21 (0.47%) VXLAN
Database & Business Intelligence
1 391 (8.80%) Power BI
2 298 (6.71%) PostgreSQL
3 262 (5.90%) Data Warehouse
4 202 (4.55%) Data Lake
5 184 (4.14%) NoSQL
6 177 (3.99%) SQL Server
7 166 (3.74%) Relational Database
8 160 (3.60%) Tableau
9 133 (2.99%) Metadata
10 115 (2.59%) Big Data
11 114 (2.57%) Delta Lake
12 111 (2.50%) BigQuery
13 99 (2.23%) Amazon Redshift
14 95 (2.14%) MySQL
15 92 (2.07%) Amazon RDS
16 87 (1.96%) Amazon Athena
17 84 (1.89%) Azure SQL Database
18 75 (1.69%) MongoDB
19 62 (1.40%) DynamoDB
20 59 (1.33%) Hadoop
Development Applications
1 560 (12.61%) Git
2 439 (9.89%) Jenkins
3 334 (7.52%) GitLab
4 243 (5.47%) JIRA
5 78 (1.76%) Selenium
6 75 (1.69%) MLflow
7 45 (1.01%) Postman
8 36 (0.81%) Cucumber
8 36 (0.81%) JUnit
9 34 (0.77%) Bitbucket
10 27 (0.61%) JMeter
11 25 (0.56%) Artifactory
11 25 (0.56%) SpecFlow
12 24 (0.54%) Cypress.io
13 23 (0.52%) Sonatype Nexus
14 22 (0.50%) Maven
15 21 (0.47%) Robot Framework
15 21 (0.47%) SonarQube
16 20 (0.45%) Gatling
17 19 (0.43%) PyCharm
General
1 1,087 (24.48%) Social Skills
2 902 (20.31%) Finance
3 636 (14.32%) Analytical Skills
4 404 (9.10%) Public Sector
5 369 (8.31%) Banking
6 165 (3.72%) Front Office
7 118 (2.66%) Documentation Skills
8 80 (1.80%) Investment Banking
9 63 (1.42%) Marketing
10 56 (1.26%) Telecoms
11 55 (1.24%) Pharmaceutical
11 55 (1.24%) Retail
12 50 (1.13%) Inclusion and Diversity
13 48 (1.08%) Financial Institution
14 46 (1.04%) Legal
15 41 (0.92%) Influencing Skills
16 36 (0.81%) Manufacturing
17 30 (0.68%) Presentation Skills
18 28 (0.63%) Publishing
19 26 (0.59%) Military
Job Titles
1 826 (18.60%) Developer
2 664 (14.95%) Data Engineer
3 608 (13.69%) Senior
4 382 (8.60%) Python Developer
5 306 (6.89%) Lead
6 303 (6.82%) Architect
7 238 (5.36%) Analyst
8 234 (5.27%) Software Engineer
9 233 (5.25%) DevOps Engineer
10 223 (5.02%) Python Engineer
11 208 (4.68%) Artificial Intelligence Engineer
12 183 (4.12%) AWS Engineer
12 183 (4.12%) Data Scientist
13 145 (3.27%) Azure Engineer
13 145 (3.27%) Platform Engineer
14 131 (2.95%) Senior Developer
15 126 (2.84%) Data Analyst
15 126 (2.84%) Senior Data Engineer
16 113 (2.54%) Full-Stack Developer
17 98 (2.21%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 386 (8.69%) REST
2 325 (7.32%) Kafka
3 321 (7.23%) React
4 281 (6.33%) PySpark
5 225 (5.07%) Node.js
6 208 (4.68%) Pandas
7 188 (4.23%) .NET
8 179 (4.03%) PyTorch
9 158 (3.56%) RESTful
10 143 (3.22%) TensorFlow
11 141 (3.17%) NumPy
12 134 (3.02%) FastAPI
12 134 (3.02%) scikit-learn
13 133 (2.99%) JSON
14 113 (2.54%) AngularJS
15 102 (2.30%) LangChain
16 100 (2.25%) Flask
16 100 (2.25%) LDAP
17 99 (2.23%) pytest
18 98 (2.21%) Django
Miscellaneous
1 447 (10.07%) Cloud Native
2 185 (4.17%) Distributed Systems
3 156 (3.51%) Algorithms
4 125 (2.81%) Product Ownership
5 116 (2.61%) Equities
6 115 (2.59%) Fixed Income
7 105 (2.36%) Derivative
8 102 (2.30%) Data Protection Act
9 100 (2.25%) AI Agents
10 97 (2.18%) Data Structures
11 89 (2.00%) Hybrid Cloud
12 85 (1.91%) Enterprise Software
13 82 (1.85%) Data Centre
14 80 (1.80%) Security Posture
15 77 (1.73%) Onboarding
16 75 (1.69%) Public Cloud
17 71 (1.60%) Legacy Systems
18 64 (1.44%) Management Information System
19 55 (1.24%) Hedge funds
20 48 (1.08%) Virtual Team
Operating Systems
1 574 (12.93%) Linux
2 247 (5.56%) Windows
3 153 (3.45%) Unix
4 85 (1.91%) Red Hat Enterprise Linux
5 51 (1.15%) Windows Server
6 35 (0.79%) VMS
7 32 (0.72%) Ubuntu
8 30 (0.68%) Android
9 19 (0.43%) AIX
10 17 (0.38%) CentOS
11 15 (0.34%) Apple iOS
11 15 (0.34%) Mac OS
12 14 (0.32%) Solaris
13 8 (0.18%) Debian
14 7 (0.16%) Windows 7
15 6 (0.14%) zOS
16 5 (0.11%) Embedded Linux
16 5 (0.11%) Kali Linux
17 4 (0.090%) Amazon Linux
17 4 (0.090%) Rocky
Processes & Methodologies
1 1,627 (36.64%) CI/CD
2 1,259 (28.35%) DevOps
3 1,015 (22.86%) Agile
4 998 (22.47%) AI
5 962 (21.66%) Analytics
6 921 (20.74%) Problem-Solving
7 760 (17.11%) Infrastructure as Code
8 748 (16.84%) Data Pipeline
9 713 (16.05%) Machine Learning
10 678 (15.27%) Containerisation
11 656 (14.77%) Data Engineering
12 616 (13.87%) Data Modelling
13 609 (13.71%) ETL
14 544 (12.25%) Data Science
15 539 (12.14%) Software Engineering
16 499 (11.24%) Test Automation
17 459 (10.34%) Business Intelligence
18 427 (9.61%) Observability
19 367 (8.26%) LLM
20 343 (7.72%) Data Governance
Programming Languages
1 1,492 (33.60%) SQL
2 674 (15.18%) Java
3 559 (12.59%) PowerShell
4 497 (11.19%) Bash
5 420 (9.46%) JavaScript
6 302 (6.80%) C#
7 298 (6.71%) TypeScript
8 194 (4.37%) Go
9 148 (3.33%) R
10 132 (2.97%) C++
11 118 (2.66%) Scala
12 99 (2.23%) Shell Script
13 84 (1.89%) Ruby
14 74 (1.67%) Bicep
15 67 (1.51%) Perl
16 50 (1.13%) Kusto Query Language
17 48 (1.08%) C
18 45 (1.01%) Data Analysis Expressions
19 41 (0.92%) VBA
20 38 (0.86%) T-SQL
Qualifications
1 1,026 (23.10%) Security Cleared
2 822 (18.51%) SC Cleared
3 375 (8.44%) Degree
4 182 (4.10%) Computer Science Degree
5 133 (2.99%) DV Cleared
6 97 (2.18%) Master's Degree
7 95 (2.14%) BPSS Clearance
8 94 (2.12%) Azure Certification
9 86 (1.94%) CISSP
10 80 (1.80%) AWS Certification
11 63 (1.42%) Cisco Certification
12 47 (1.06%) CCNP
13 46 (1.04%) CISM
14 42 (0.95%) PhD
15 31 (0.70%) VMware Certified Professional (VCP)
16 29 (0.65%) Microsoft Certification
17 26 (0.59%) AWS Certified Solutions Architect
18 25 (0.56%) CCNA
19 23 (0.52%) CCIE
19 23 (0.52%) CEH
Quality Assurance & Compliance
1 442 (9.95%) Data Quality
2 184 (4.14%) QA
3 163 (3.67%) GDPR
4 91 (2.05%) NIST
5 84 (1.89%) ISO/IEC 27001
6 56 (1.26%) Accessibility
7 26 (0.59%) PCI DSS
7 26 (0.59%) SLA
8 24 (0.54%) Sarbanes-Oxley
9 21 (0.47%) NCSC
10 20 (0.45%) HIPAA
11 16 (0.36%) WCAG
12 13 (0.29%) Actionable Recommendations
13 11 (0.25%) SOC 2
14 10 (0.23%) Cyber Essentials
14 10 (0.23%) MiFID
15 8 (0.18%) California Consumer Privacy Act
15 8 (0.18%) PMO
16 7 (0.16%) GRC
16 7 (0.16%) ISO 20022
System Software
1 801 (18.04%) Docker
2 152 (3.42%) Active Directory
3 102 (2.30%) VMware Infrastructure
4 56 (1.26%) Virtual Machines
5 55 (1.24%) vSphere
6 47 (1.06%) VMware NSX
7 26 (0.59%) Firmware
8 20 (0.45%) Hyper-V
9 13 (0.29%) KVM
10 12 (0.27%) VMware ESXi
11 8 (0.18%) HDFS
12 7 (0.16%) GPFS
12 7 (0.16%) Lustre
12 7 (0.16%) Slurm Workload Manager
13 6 (0.14%) Postfix
14 5 (0.11%) Virtual Desktop
15 4 (0.090%) Active Directory Lightweight Directory Services
15 4 (0.090%) NFS
16 3 (0.068%) Embedded Firmware
16 3 (0.068%) SRDF
Systems Management
1 954 (21.48%) Terraform
2 885 (19.93%) Kubernetes
3 442 (9.95%) Ansible
4 275 (6.19%) Grafana
5 239 (5.38%) Prometheus
6 81 (1.82%) Argo
7 67 (1.51%) Puppet
8 40 (0.90%) Istio
9 38 (0.86%) vCenter Server
10 31 (0.70%) Kibana
11 28 (0.63%) Progress Chef
12 23 (0.52%) Nessus
13 22 (0.50%) vRealize
14 21 (0.47%) Rancher
15 20 (0.45%) Kubeflow
16 19 (0.43%) Control-M
16 19 (0.43%) Nagios
17 17 (0.38%) Microsoft Intune
18 16 (0.36%) Single Sign-On
19 14 (0.32%) IBM Guardium
Vendors
1 546 (12.29%) Microsoft
2 492 (11.08%) Databricks
3 249 (5.61%) Google
4 203 (4.57%) Splunk
5 187 (4.21%) Oracle
6 170 (3.83%) VMware
7 132 (2.97%) Red Hat
8 106 (2.39%) OpenAI
9 101 (2.27%) Cisco
10 87 (1.96%) ServiceNow
11 81 (1.82%) CyberArk
12 68 (1.53%) BeyondTrust
13 64 (1.44%) Foundry
14 56 (1.26%) F5
15 52 (1.17%) Informatica
16 48 (1.08%) Palo Alto
17 47 (1.06%) IBM
18 44 (0.99%) Dynatrace
19 42 (0.95%) SAP
20 38 (0.86%) Atlassian