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

6 months to
17 Apr 2026
Same period 2025 Same period 2024
Rank 10 9 13
Rank change year-on-year -1 +4 0
Contract jobs citing Python 4,402 3,258 3,441
As % of all contract jobs in England 11.19% 13.33% 9.21%
As % of the Programming Languages category 40.25% 39.39% 31.74%
Number of daily rates quoted 3,040 2,344 2,499
10th Percentile £363 £393 £400
25th Percentile £425 £458 £463
Median daily rate (50th Percentile) £518 £560 £555
Median % change year-on-year -7.59% +0.90% -7.50%
75th Percentile £625 £699 £688
90th Percentile £750 £838 £800
UK median daily rate £511 £550 £550
% change year-on-year -7.18% - -8.33%
Number of hourly rates quoted 110 45 87
10th Percentile £27.50 £21.55 £22.00
25th Percentile £41.94 £26.32 £37.50
Median hourly rate £56.50 £45.00 £57.50
Median % change year-on-year +25.56% -21.74% -11.54%
75th Percentile £74.26 £60.75 £67.75
90th Percentile £83.75 £76.50 £76.00
UK median hourly rate £55.00 £42.50 £50.25
% change year-on-year +29.41% -15.42% -22.69%

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 10,937 8,272 10,842
As % of all contract IT jobs advertised in England 27.80% 33.85% 29.03%
Number of daily rates quoted 7,302 5,706 7,877
10th Percentile £353 £363 £350
25th Percentile £414 £425 £425
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.42% -5.61%
75th Percentile £605 £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 516 211 429
10th Percentile £42.22 £25.26 £35.00
25th Percentile £55.61 £38.75 £46.25
Median hourly rate £65.00 £62.50 £61.60
Median % change year-on-year +4.00% +1.46% -1.44%
75th Percentile £70.00 £68.63 £70.00
90th Percentile £77.50 £85.00 £80.00
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 17 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 17 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 17 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 2,503 £550 -8.33% 1,224
North of England +9 672 £479 -2.24% 497
South East -5 409 £500 -4.76% 602
Yorkshire 0 377 £475 -5.00% 189
Midlands -4 273 £492 +7.19% 291
North West +2 249 £500 +5.26% 237
South West +1 243 £500 -9.09% 262
West Midlands -3 211 £496 +0.25% 150
East of England +3 132 £500 - 251
East Midlands -11 61 £450 +5.88% 140
North East +9 55 £488 - 73
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
1 244 (5.54%) Apache Spark
2 183 (4.16%) Apache Airflow
3 130 (2.95%) Confluence
4 128 (2.91%) Apache
5 68 (1.54%) SAS
6 48 (1.09%) SharePoint
7 30 (0.68%) Jupyter
8 22 (0.50%) Microsoft Exchange
9 17 (0.39%) OpenStack
10 15 (0.34%) Palantir Foundry
11 14 (0.32%) Appian
11 14 (0.32%) nginx
12 10 (0.23%) Camunda
13 8 (0.18%) Apache Superset
13 8 (0.18%) ArcGIS
14 7 (0.16%) CMS
15 5 (0.11%) WebSphere
15 5 (0.11%) WebSphere Application Server
16 4 (0.091%) CICS
17 3 (0.068%) IIS
Applications
1 128 (2.91%) Microsoft Excel
2 24 (0.55%) Chatbot
3 22 (0.50%) Microsoft Office
3 22 (0.50%) MS Visio
4 21 (0.48%) Microsoft PowerPoint
5 18 (0.41%) Spreadsheet
6 6 (0.14%) CPLEX
7 5 (0.11%) Weka
8 4 (0.091%) Microsoft Project
9 3 (0.068%) LaTeX
10 1 (0.023%) OrCAD
Business Applications
1 27 (0.61%) Aladdin
2 12 (0.27%) SAP S/4HANA
3 9 (0.20%) Fidessa
4 5 (0.11%) BambooHR
4 5 (0.11%) Oracle EBS
4 5 (0.11%) SAP IBP
5 4 (0.091%) Bloomberg AIM
6 3 (0.068%) Actimize
7 2 (0.045%) Dynamics CRM
7 2 (0.045%) Front Arena
7 2 (0.045%) Global One
7 2 (0.045%) NEC Housing
7 2 (0.045%) NetSuite
7 2 (0.045%) Remedy ITSM
8 1 (0.023%) IBM Planning Analytics
8 1 (0.023%) OneSumX
8 1 (0.023%) Salesforce CRM
8 1 (0.023%) SimCorp Dimension
8 1 (0.023%) Sparx Enterprise Architect
8 1 (0.023%) Sprinklr
Cloud Services
1 1,678 (38.12%) AWS
2 1,535 (34.87%) Azure
3 676 (15.36%) GCP
4 577 (13.11%) GitHub
5 474 (10.77%) Power Platform
6 412 (9.36%) Serverless
7 339 (7.70%) Azure DevOps
8 327 (7.43%) Amazon S3
9 311 (7.06%) GitHub Actions
10 300 (6.82%) AWS Lambda
11 258 (5.86%) Azure Data Factory
12 201 (4.57%) Snowflake
13 179 (4.07%) AWS CloudFormation
14 157 (3.57%) Azure Synapse Analytics
14 157 (3.57%) OpenShift
15 141 (3.20%) dbt
16 137 (3.11%) Amazon EKS
17 123 (2.79%) Amazon ECS
18 102 (2.32%) Amazon CloudWatch
18 102 (2.32%) Amazon EC2
Communications & Networking
1 155 (3.52%) Firewall
2 122 (2.77%) DNS
3 90 (2.04%) Network Security
4 80 (1.82%) TCP/IP
5 67 (1.52%) BGP
5 67 (1.52%) VPN
6 59 (1.34%) WAN
7 43 (0.98%) HTTP
8 37 (0.84%) MPLS
9 34 (0.77%) OSPF
10 32 (0.73%) VLAN
11 30 (0.68%) DHCP
12 28 (0.64%) LAN
13 27 (0.61%) SAN
14 26 (0.59%) Wireshark
15 24 (0.55%) VXLAN
16 23 (0.52%) SD-WAN
16 23 (0.52%) SNMP
16 23 (0.52%) SSL
17 19 (0.43%) BIG-IP
Database & Business Intelligence
1 398 (9.04%) Power BI
2 296 (6.72%) PostgreSQL
3 259 (5.88%) Data Warehouse
4 207 (4.70%) SQL Server
5 206 (4.68%) Data Lake
6 177 (4.02%) NoSQL
7 172 (3.91%) Tableau
8 159 (3.61%) Relational Database
9 139 (3.16%) Metadata
10 121 (2.75%) BigQuery
11 116 (2.64%) Delta Lake
12 113 (2.57%) Big Data
13 108 (2.45%) Amazon Redshift
14 98 (2.23%) Amazon Athena
15 88 (2.00%) Amazon RDS
16 87 (1.98%) Azure SQL Database
17 80 (1.82%) MongoDB
17 80 (1.82%) MySQL
18 65 (1.48%) DynamoDB
19 59 (1.34%) Hadoop
Development Applications
1 555 (12.61%) Git
2 415 (9.43%) Jenkins
3 310 (7.04%) GitLab
4 239 (5.43%) JIRA
5 80 (1.82%) Selenium
6 73 (1.66%) MLflow
7 47 (1.07%) Postman
8 37 (0.84%) Cucumber
9 35 (0.80%) Bitbucket
10 34 (0.77%) JUnit
11 27 (0.61%) SpecFlow
12 26 (0.59%) Artifactory
12 26 (0.59%) Cypress.io
13 23 (0.52%) JMeter
13 23 (0.52%) Sonatype Nexus
14 21 (0.48%) Gatling
14 21 (0.48%) Maven
14 21 (0.48%) Robot Framework
14 21 (0.48%) SonarQube
15 17 (0.39%) REST Assured
General
1 1,037 (23.56%) Social Skills
2 888 (20.17%) Finance
3 637 (14.47%) Analytical Skills
4 406 (9.22%) Public Sector
5 335 (7.61%) Banking
6 160 (3.63%) Front Office
7 119 (2.70%) Documentation Skills
8 76 (1.73%) Investment Banking
9 65 (1.48%) Marketing
10 55 (1.25%) Retail
11 54 (1.23%) Telecoms
12 49 (1.11%) Pharmaceutical
13 48 (1.09%) Inclusion and Diversity
14 45 (1.02%) Legal
15 41 (0.93%) Influencing Skills
16 35 (0.80%) Manufacturing
17 34 (0.77%) Financial Institution
18 28 (0.64%) Presentation Skills
18 28 (0.64%) Publishing
19 26 (0.59%) Military
Job Titles
1 828 (18.81%) Developer
2 675 (15.33%) Data Engineer
3 603 (13.70%) Senior
4 395 (8.97%) Python Developer
5 302 (6.86%) Lead
6 301 (6.84%) Architect
7 240 (5.45%) Analyst
8 228 (5.18%) DevOps Engineer
9 225 (5.11%) Software Engineer
10 217 (4.93%) Python Engineer
11 196 (4.45%) Artificial Intelligence Engineer
12 186 (4.23%) Data Scientist
13 178 (4.04%) AWS Engineer
14 145 (3.29%) Azure Engineer
15 141 (3.20%) Platform Engineer
16 133 (3.02%) Senior Developer
17 130 (2.95%) Senior Data Engineer
18 125 (2.84%) Data Analyst
19 110 (2.50%) Full-Stack Developer
20 96 (2.18%) Security Engineer
Libraries, Frameworks & Software Standards
1 365 (8.29%) REST
2 322 (7.31%) React
3 315 (7.16%) Kafka
4 286 (6.50%) PySpark
5 225 (5.11%) Node.js
6 204 (4.63%) Pandas
7 189 (4.29%) .NET
8 172 (3.91%) PyTorch
9 145 (3.29%) RESTful
10 135 (3.07%) NumPy
11 134 (3.04%) JSON
12 131 (2.98%) TensorFlow
13 129 (2.93%) scikit-learn
14 125 (2.84%) FastAPI
15 109 (2.48%) AngularJS
16 105 (2.39%) LangChain
17 96 (2.18%) Django
17 96 (2.18%) YAML
18 95 (2.16%) LDAP
19 93 (2.11%) Flask
Miscellaneous
1 424 (9.63%) Cloud Native
2 176 (4.00%) Distributed Systems
3 144 (3.27%) Algorithms
4 132 (3.00%) Product Ownership
5 113 (2.57%) Fixed Income
6 111 (2.52%) Equities
7 108 (2.45%) AI Agents
8 103 (2.34%) Data Protection Act
9 97 (2.20%) Derivative
10 94 (2.14%) Data Structures
11 86 (1.95%) Onboarding
12 84 (1.91%) Enterprise Software
13 81 (1.84%) Hybrid Cloud
14 80 (1.82%) Security Posture
15 79 (1.79%) Data Centre
16 69 (1.57%) Management Information System
17 67 (1.52%) Legacy Systems
18 62 (1.41%) Public Cloud
19 49 (1.11%) Hedge funds
20 45 (1.02%) Greenfield Project
Operating Systems
1 541 (12.29%) Linux
2 239 (5.43%) Windows
3 161 (3.66%) Unix
4 81 (1.84%) Red Hat Enterprise Linux
5 56 (1.27%) Windows Server
6 36 (0.82%) VMS
7 33 (0.75%) Ubuntu
8 28 (0.64%) Android
9 18 (0.41%) CentOS
10 17 (0.39%) AIX
11 15 (0.34%) Apple iOS
11 15 (0.34%) Mac OS
11 15 (0.34%) Solaris
12 9 (0.20%) Debian
13 8 (0.18%) zOS
14 6 (0.14%) Embedded Linux
14 6 (0.14%) Windows 7
15 4 (0.091%) Amazon Linux
15 4 (0.091%) Rocky
16 3 (0.068%) Robot Operating System
Processes & Methodologies
1 1,605 (36.46%) CI/CD
2 1,211 (27.51%) DevOps
3 987 (22.42%) Agile
4 973 (22.10%) AI
5 968 (21.99%) Analytics
6 907 (20.60%) Problem-Solving
7 749 (17.01%) Infrastructure as Code
8 740 (16.81%) Data Pipeline
9 679 (15.42%) Machine Learning
10 644 (14.63%) Data Engineering
11 638 (14.49%) Containerisation
12 619 (14.06%) Data Modelling
13 612 (13.90%) ETL
14 535 (12.15%) Data Science
15 526 (11.95%) Software Engineering
16 489 (11.11%) Test Automation
17 471 (10.70%) Business Intelligence
18 426 (9.68%) Observability
19 360 (8.18%) LLM
20 349 (7.93%) Validation
Programming Languages
1 1,504 (34.17%) SQL
2 683 (15.52%) Java
3 550 (12.49%) PowerShell
4 473 (10.75%) Bash
5 430 (9.77%) JavaScript
6 308 (7.00%) C#
7 304 (6.91%) TypeScript
8 178 (4.04%) Go
9 151 (3.43%) R
10 132 (3.00%) Scala
11 124 (2.82%) C++
12 98 (2.23%) Shell Script
13 82 (1.86%) Ruby
14 73 (1.66%) Bicep
15 61 (1.39%) Perl
16 50 (1.14%) Kusto Query Language
17 48 (1.09%) C
18 47 (1.07%) Data Analysis Expressions
19 43 (0.98%) T-SQL
20 40 (0.91%) PL/SQL
Qualifications
1 1,030 (23.40%) Security Cleared
2 842 (19.13%) SC Cleared
3 353 (8.02%) Degree
4 163 (3.70%) Computer Science Degree
5 123 (2.79%) DV Cleared
6 106 (2.41%) BPSS Clearance
7 95 (2.16%) Azure Certification
8 84 (1.91%) CISSP
9 78 (1.77%) Master's Degree
10 77 (1.75%) AWS Certification
11 66 (1.50%) Cisco Certification
12 48 (1.09%) CCNP
13 43 (0.98%) CISM
14 39 (0.89%) PhD
15 33 (0.75%) VMware Certified Professional (VCP)
16 29 (0.66%) Microsoft Certification
17 25 (0.57%) CCNA
18 23 (0.52%) AWS Certified Solutions Architect
18 23 (0.52%) CCIE
19 22 (0.50%) GIAC
Quality Assurance & Compliance
1 446 (10.13%) Data Quality
2 184 (4.18%) QA
3 156 (3.54%) GDPR
4 92 (2.09%) NIST
5 86 (1.95%) ISO/IEC 27001
6 58 (1.32%) Accessibility
7 26 (0.59%) Sarbanes-Oxley
8 25 (0.57%) SLA
9 24 (0.55%) PCI DSS
10 20 (0.45%) HIPAA
11 18 (0.41%) NCSC
12 16 (0.36%) WCAG
13 13 (0.30%) Actionable Recommendations
14 9 (0.20%) Cyber Essentials
14 9 (0.20%) ISO 20022
15 8 (0.18%) California Consumer Privacy Act
15 8 (0.18%) PMO
15 8 (0.18%) SOC 2
16 7 (0.16%) GRC
17 6 (0.14%) PSD2
System Software
1 752 (17.08%) Docker
2 155 (3.52%) Active Directory
3 88 (2.00%) VMware Infrastructure
4 57 (1.29%) Virtual Machines
5 39 (0.89%) VMware NSX
6 38 (0.86%) vSphere
7 27 (0.61%) Firmware
8 20 (0.45%) Hyper-V
9 13 (0.30%) KVM
9 13 (0.30%) VMware ESXi
10 9 (0.20%) HDFS
11 6 (0.14%) GPFS
11 6 (0.14%) Lustre
11 6 (0.14%) Postfix
11 6 (0.14%) Slurm Workload Manager
12 5 (0.11%) NFS
12 5 (0.11%) Virtual Desktop
13 4 (0.091%) Active Directory Lightweight Directory Services
13 4 (0.091%) Oracle RAC
13 4 (0.091%) Squid
Systems Management
1 934 (21.22%) Terraform
2 844 (19.17%) Kubernetes
3 413 (9.38%) Ansible
4 258 (5.86%) Grafana
5 222 (5.04%) Prometheus
6 69 (1.57%) Argo
7 65 (1.48%) Puppet
8 42 (0.95%) Istio
9 36 (0.82%) Kibana
10 34 (0.77%) vCenter Server
11 26 (0.59%) Progress Chef
12 25 (0.57%) Nessus
13 23 (0.52%) Control-M
13 23 (0.52%) vRealize
14 22 (0.50%) Rancher
15 19 (0.43%) Kubeflow
16 18 (0.41%) Microsoft Intune
16 18 (0.41%) Nagios
17 17 (0.39%) IBM Guardium
18 15 (0.34%) HAProxy
Vendors
1 554 (12.59%) Microsoft
2 496 (11.27%) Databricks
3 235 (5.34%) Google
4 192 (4.36%) Oracle
5 188 (4.27%) Splunk
6 150 (3.41%) VMware
7 122 (2.77%) Red Hat
8 109 (2.48%) OpenAI
9 103 (2.34%) Cisco
10 87 (1.98%) CyberArk
11 85 (1.93%) ServiceNow
12 72 (1.64%) BeyondTrust
13 60 (1.36%) Foundry
14 51 (1.16%) Informatica
15 50 (1.14%) F5
15 50 (1.14%) IBM
16 47 (1.07%) Dynatrace
16 47 (1.07%) Palo Alto
17 43 (0.98%) SAP
18 39 (0.89%) Atlassian