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

6 months to
2 Jul 2026
Same period 2025 Same period 2024
Rank 13 10 14
Rank change year-on-year -3 +4 -2
Contract jobs citing Python 4,655 3,408 3,681
As % of all contract jobs in England 10.61% 13.20% 9.86%
As % of the Programming Languages category 39.71% 39.15% 32.06%
Number of daily rates quoted 3,108 2,390 2,692
10th Percentile £366 £370 £375
25th Percentile £430 £447 £463
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% -4.17%
75th Percentile £630 £675 £710
90th Percentile £750 £825 £850
UK median daily rate £525 £538 £560
% change year-on-year -2.33% -4.02% -6.67%
Number of hourly rates quoted 100 53 105
10th Percentile £28.50 £27.64 £22.00
25th Percentile £41.77 £34.75 £46.25
Median hourly rate £55.25 £50.00 £65.00
Median % change year-on-year +10.50% -23.08% -0.38%
75th Percentile £74.76 £55.00 £71.88
90th Percentile £85.30 £63.65 £77.50
UK median hourly rate £54.00 £45.00 £62.50
% change year-on-year +20.00% -28.00% -3.85%

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 11,722 8,705 11,480
As % of all contract IT jobs advertised in England 26.71% 33.71% 30.75%
Number of daily rates quoted 7,629 6,015 8,213
10th Percentile £360 £353 £350
25th Percentile £424 £413 £425
Median daily rate (50th Percentile) £519 £521 £543
Median % change year-on-year -0.29% -4.06% -2.25%
75th Percentile £614 £638 £650
90th Percentile £725 £775 £788
UK median daily rate £510 £511 £525
% change year-on-year -0.20% -2.67% -4.55%
Number of hourly rates quoted 510 215 482
10th Percentile £35.25 £28.18 £35.59
25th Percentile £55.58 £36.25 £50.00
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 £78.78 £81.78 £77.38
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 2 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 2 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 2 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 2,671 £550 -4.35% 1,740
North of England +8 788 £488 +2.09% 452
South East -9 435 £525 +3.19% 648
Yorkshire +2 432 £500 - 133
North West +3 279 £500 +5.26% 244
South West -4 261 £500 -9.09% 279
Midlands -17 243 £477 +3.92% 211
West Midlands -17 195 £476 +0.21% 107
East of England -13 130 £500 -0.25% 224
North East +10 89 £438 +2.94% 79
East Midlands -14 47 £495 +10.31% 104
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
1 247 (5.31%) Apache Spark
2 224 (4.81%) Apache Airflow
3 162 (3.48%) Apache
4 139 (2.99%) Confluence
5 49 (1.05%) Jupyter
6 47 (1.01%) SAS
6 47 (1.01%) SharePoint
7 19 (0.41%) OpenStack
8 18 (0.39%) Palantir Foundry
9 15 (0.32%) Microsoft Exchange
10 13 (0.28%) ArcGIS
11 12 (0.26%) nginx
12 11 (0.24%) IIS
13 8 (0.17%) Apache Superset
14 7 (0.15%) Appian
14 7 (0.15%) CMS
15 6 (0.13%) Camunda
15 6 (0.13%) CICS
15 6 (0.13%) Tomcat
16 5 (0.11%) WebSphere Application Server
Applications
1 101 (2.17%) Microsoft Excel
2 29 (0.62%) Chatbot
3 26 (0.56%) Microsoft Office
4 21 (0.45%) Microsoft PowerPoint
5 20 (0.43%) MS Visio
6 18 (0.39%) Spreadsheet
7 14 (0.30%) CPLEX
8 3 (0.064%) Microsoft Project
9 1 (0.021%) LaTeX
9 1 (0.021%) OrCAD
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 22 (0.47%) Aladdin
2 20 (0.43%) SAP S/4HANA
3 11 (0.24%) Remedy ITSM
4 7 (0.15%) Oracle EBS
4 7 (0.15%) SAP IBP
5 6 (0.13%) Dynamics CRM
5 6 (0.13%) Fidessa
5 6 (0.13%) NetSuite
6 5 (0.11%) BambooHR
6 5 (0.11%) Sage X3
7 4 (0.086%) Oracle ERP
8 3 (0.064%) Bloomberg AIM
8 3 (0.064%) SimCorp Dimension
9 2 (0.043%) Endur
9 2 (0.043%) Front Arena
9 2 (0.043%) Global One
9 2 (0.043%) Orchestrade
9 2 (0.043%) Remedy AR System
9 2 (0.043%) Salesforce CRM
9 2 (0.043%) Teamcenter
Cloud Services
1 1,764 (37.89%) AWS
2 1,603 (34.44%) Azure
3 694 (14.91%) GCP
4 542 (11.64%) GitHub
5 451 (9.69%) Power Platform
6 403 (8.66%) Serverless
7 351 (7.54%) Amazon S3
8 345 (7.41%) Azure DevOps
9 307 (6.60%) GitHub Actions
10 300 (6.44%) AWS Lambda
11 229 (4.92%) Snowflake
12 227 (4.88%) Azure Data Factory
13 189 (4.06%) dbt
14 144 (3.09%) Azure Synapse Analytics
15 139 (2.99%) AWS CloudFormation
16 134 (2.88%) OpenShift
17 131 (2.81%) Amazon CloudWatch
18 129 (2.77%) Amazon EKS
19 110 (2.36%) Amazon EC2
20 98 (2.11%) Entra ID
Communications & Networking
1 211 (4.53%) Firewall
2 139 (2.99%) DNS
3 108 (2.32%) WAN
4 103 (2.21%) BGP
5 99 (2.13%) TCP/IP
6 97 (2.08%) Network Security
7 91 (1.95%) VPN
8 61 (1.31%) OSPF
9 53 (1.14%) BIG-IP
10 51 (1.10%) SD-WAN
11 43 (0.92%) VXLAN
12 42 (0.90%) HTTP
13 40 (0.86%) DHCP
13 40 (0.86%) VLAN
14 37 (0.79%) F5 BIG-IP LTM
14 37 (0.79%) LAN
14 37 (0.79%) MPLS
15 36 (0.77%) SSL
16 33 (0.71%) Ethernet VPN
16 33 (0.71%) SNMP
Database & Business Intelligence
1 394 (8.46%) Power BI
2 302 (6.49%) PostgreSQL
3 278 (5.97%) Data Warehouse
4 231 (4.96%) SQL Server
5 180 (3.87%) Tableau
6 179 (3.85%) Data Lake
7 149 (3.20%) NoSQL
7 149 (3.20%) Relational Database
8 134 (2.88%) Metadata
9 127 (2.73%) BigQuery
10 122 (2.62%) Amazon Redshift
11 121 (2.60%) Delta Lake
12 118 (2.53%) Amazon Athena
13 113 (2.43%) Big Data
14 95 (2.04%) MongoDB
15 89 (1.91%) Amazon RDS
16 79 (1.70%) DynamoDB
17 65 (1.40%) MySQL
18 62 (1.33%) Snowflake Schema
19 56 (1.20%) Redis
Development Applications
1 546 (11.73%) Git
2 407 (8.74%) Jenkins
3 337 (7.24%) GitLab
4 265 (5.69%) JIRA
5 63 (1.35%) MLflow
6 61 (1.31%) Selenium
7 45 (0.97%) Postman
8 31 (0.67%) Bitbucket
8 31 (0.67%) JMeter
9 29 (0.62%) Artifactory
10 28 (0.60%) Cypress.io
11 27 (0.58%) SonarQube
12 26 (0.56%) Cucumber
13 25 (0.54%) Maven
14 22 (0.47%) Gatling
14 22 (0.47%) Sonatype Nexus
15 20 (0.43%) JUnit
16 19 (0.41%) REST Assured
17 17 (0.37%) Robot Framework
18 15 (0.32%) Zephyr
General
1 1,029 (22.11%) Finance
2 1,022 (21.95%) Social Skills
3 650 (13.96%) Analytical Skills
4 440 (9.45%) Public Sector
5 368 (7.91%) Banking
6 185 (3.97%) Front Office
7 113 (2.43%) Documentation Skills
8 106 (2.28%) Investment Banking
9 85 (1.83%) Inclusion and Diversity
10 79 (1.70%) Retail
11 70 (1.50%) Marketing
12 55 (1.18%) Pharmaceutical
13 53 (1.14%) Telecoms
14 44 (0.95%) Financial Institution
15 43 (0.92%) Legal
16 41 (0.88%) Publishing
17 36 (0.77%) Influencing Skills
18 33 (0.71%) Military
19 30 (0.64%) Presentation Skills
20 27 (0.58%) Manufacturing
Job Titles
1 806 (17.31%) Developer
2 738 (15.85%) Data Engineer
3 704 (15.12%) Senior
4 409 (8.79%) Python Developer
5 367 (7.88%) Lead
6 276 (5.93%) Architect
7 261 (5.61%) DevOps Engineer
8 255 (5.48%) Python Engineer
9 250 (5.37%) Software Engineer
10 240 (5.16%) Analyst
11 213 (4.58%) Artificial Intelligence Engineer
12 183 (3.93%) AWS Engineer
13 182 (3.91%) Data Scientist
14 148 (3.18%) Senior Data Engineer
15 144 (3.09%) Senior Developer
16 142 (3.05%) Azure Engineer
17 130 (2.79%) Cloud Engineer
17 130 (2.79%) Platform Engineer
18 121 (2.60%) Data Analyst
19 114 (2.45%) Security Engineer
Libraries, Frameworks & Software Standards
1 346 (7.43%) REST
2 322 (6.92%) PySpark
3 318 (6.83%) React
4 302 (6.49%) Kafka
5 212 (4.55%) .NET
6 178 (3.82%) Node.js
7 173 (3.72%) Pandas
8 167 (3.59%) RESTful
9 164 (3.52%) JSON
10 158 (3.39%) FastAPI
11 144 (3.09%) Django
12 141 (3.03%) PyTorch
13 116 (2.49%) LangChain
14 105 (2.26%) scikit-learn
15 104 (2.23%) NumPy
16 100 (2.15%) TensorFlow
17 92 (1.98%) Flask
17 92 (1.98%) OpenTelemetry
17 92 (1.98%) YAML
18 91 (1.95%) Spring
Miscellaneous
1 623 (13.38%) Cloud Native
2 251 (5.39%) Distributed Systems
3 143 (3.07%) Onboarding
4 142 (3.05%) AI Agents
5 131 (2.81%) Data Centre
6 123 (2.64%) Product Ownership
7 118 (2.53%) Algorithms
8 105 (2.26%) Data Structures
8 105 (2.26%) Legacy Systems
9 103 (2.21%) Hybrid Cloud
10 101 (2.17%) Data Protection Act
11 98 (2.11%) Derivative
12 97 (2.08%) Fixed Income
13 94 (2.02%) Equities
14 88 (1.89%) Management Information System
15 76 (1.63%) Security Posture
16 59 (1.27%) Public Cloud
17 52 (1.12%) Enterprise Software
18 51 (1.10%) Greenfield Project
19 49 (1.05%) Self-Motivation
Operating Systems
1 545 (11.71%) Linux
2 266 (5.71%) Windows
3 184 (3.95%) Unix
4 98 (2.11%) Red Hat Enterprise Linux
5 63 (1.35%) Windows Server
6 39 (0.84%) Ubuntu
7 26 (0.56%) VMS
8 24 (0.52%) AIX
9 23 (0.49%) Android
10 16 (0.34%) Apple iOS
10 16 (0.34%) CentOS
11 15 (0.32%) Solaris
12 11 (0.24%) zOS
13 9 (0.19%) Mac OS
14 7 (0.15%) Debian
14 7 (0.15%) Windows Server 2019
15 6 (0.13%) Rocky
16 5 (0.11%) Amazon Linux
17 3 (0.064%) Oracle Linux
17 3 (0.064%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,761 (37.83%) CI/CD
2 1,303 (27.99%) DevOps
3 1,155 (24.81%) AI
4 1,027 (22.06%) Agile
5 991 (21.29%) Analytics
6 843 (18.11%) Infrastructure as Code
7 839 (18.02%) Data Pipeline
8 798 (17.14%) Problem-Solving
9 724 (15.55%) Machine Learning
10 700 (15.04%) Data Engineering
11 642 (13.79%) Software Engineering
12 640 (13.75%) Containerisation
13 622 (13.36%) Data Modelling
14 598 (12.85%) ETL
15 535 (11.49%) Data Science
16 500 (10.74%) Observability
17 470 (10.10%) Test Automation
18 463 (9.95%) Business Intelligence
19 425 (9.13%) LLM
20 405 (8.70%) Continuous Improvement
Programming Languages
1 1,571 (33.75%) SQL
2 701 (15.06%) Java
3 570 (12.24%) PowerShell
4 544 (11.69%) Bash
5 375 (8.06%) JavaScript
6 337 (7.24%) TypeScript
7 295 (6.34%) C#
8 186 (4.00%) Go
9 141 (3.03%) R
10 116 (2.49%) Scala
11 106 (2.28%) C++
12 97 (2.08%) Shell Script
13 78 (1.68%) Bicep
14 52 (1.12%) PL/SQL
15 51 (1.10%) Ruby
16 50 (1.07%) Rust
17 49 (1.05%) Groovy
18 48 (1.03%) Data Analysis Expressions
18 48 (1.03%) Perl
19 47 (1.01%) C
Qualifications
1 1,010 (21.70%) Security Cleared
2 804 (17.27%) SC Cleared
3 370 (7.95%) Degree
4 149 (3.20%) DV Cleared
5 143 (3.07%) Computer Science Degree
6 109 (2.34%) BPSS Clearance
7 98 (2.11%) Azure Certification
8 95 (2.04%) AWS Certification
9 87 (1.87%) CISSP
10 73 (1.57%) Cisco Certification
11 64 (1.37%) Master's Degree
12 45 (0.97%) CCNP
13 36 (0.77%) CISM
14 33 (0.71%) Microsoft Certification
15 32 (0.69%) PhD
15 32 (0.69%) VMware Certified Professional (VCP)
16 29 (0.62%) CCIE
17 23 (0.49%) AWS Certified Solutions Architect
18 20 (0.43%) ISTQB
19 18 (0.39%) CCNA
Quality Assurance & Compliance
1 468 (10.05%) Data Quality
2 192 (4.12%) QA
3 121 (2.60%) GDPR
4 104 (2.23%) NIST
5 101 (2.17%) ISO/IEC 27001
6 64 (1.37%) Accessibility
7 25 (0.54%) SLA
8 24 (0.52%) PCI DSS
8 24 (0.52%) WCAG
9 23 (0.49%) HIPAA
10 22 (0.47%) Sarbanes-Oxley
11 16 (0.34%) NCSC
12 13 (0.28%) Actionable Recommendations
12 13 (0.28%) SOC 2
13 9 (0.19%) California Consumer Privacy Act
13 9 (0.19%) Cyber Essentials
13 9 (0.19%) GRC
14 7 (0.15%) ISO 20022
15 5 (0.11%) MiFID
15 5 (0.11%) PSD2
System Software
1 749 (16.09%) Docker
2 114 (2.45%) Active Directory
3 87 (1.87%) VMware Infrastructure
4 68 (1.46%) Virtual Machines
5 34 (0.73%) vSphere
6 30 (0.64%) VMware NSX
7 25 (0.54%) Firmware
8 20 (0.43%) Hyper-V
9 19 (0.41%) VMware ESXi
10 14 (0.30%) NFS
11 12 (0.26%) 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 (0.086%) Slurm Workload Manager
16 4 (0.086%) Varnish
Systems Management
1 1,025 (22.02%) Terraform
2 876 (18.82%) Kubernetes
3 497 (10.68%) Ansible
4 270 (5.80%) Grafana
5 232 (4.98%) Prometheus
6 69 (1.48%) Puppet
7 50 (1.07%) Argo
8 39 (0.84%) Progress Chef
9 34 (0.73%) vCenter Server
10 30 (0.64%) Istio
11 28 (0.60%) Kibana
12 27 (0.58%) Control-M
13 25 (0.54%) Nessus
14 23 (0.49%) Microsoft Intune
14 23 (0.49%) vRealize
15 22 (0.47%) Nagios
15 22 (0.47%) ZABBIX
16 20 (0.43%) HAProxy
17 18 (0.39%) IBM Guardium
18 17 (0.37%) Tivoli
Vendors
1 544 (11.69%) Microsoft
2 489 (10.50%) Databricks
3 259 (5.56%) Google
4 212 (4.55%) Oracle
5 185 (3.97%) Splunk
6 124 (2.66%) OpenAI
7 120 (2.58%) VMware
8 117 (2.51%) Cisco
9 102 (2.19%) ServiceNow
10 96 (2.06%) Red Hat
11 82 (1.76%) F5
12 79 (1.70%) Palo Alto
13 76 (1.63%) Dynatrace
14 66 (1.42%) Informatica
15 63 (1.35%) CyberArk
16 60 (1.29%) IBM
17 57 (1.22%) Fortinet
18 54 (1.16%) Foundry
19 51 (1.10%) Arista
20 49 (1.05%) BeyondTrust