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

6 months to
2 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 11
Rank change year-on-year -3 +1 +1
Contract jobs citing Python 4,784 3,586 3,570
As % of all contract jobs in England 10.49% 13.09% 10.80%
As % of the Programming Languages category 40.25% 39.94% 33.55%
Number of daily rates quoted 3,157 2,427 2,595
10th Percentile £375 £362 £375
25th Percentile £449 £435 £468
Median daily rate (50th Percentile) £550 £537 £580
Median % change year-on-year +2.42% -7.41% -3.33%
75th Percentile £650 £656 £725
90th Percentile £750 £800 £850
UK median daily rate £538 £525 £575
% change year-on-year +2.38% -8.70% -4.17%
Number of hourly rates quoted 123 74 91
10th Percentile £31.65 £32.30 £25.25
25th Percentile £43.81 £36.25 £46.18
Median hourly rate £63.14 £50.00 £67.50
Median % change year-on-year +26.27% -25.93% +3.85%
75th Percentile £77.50 £58.94 £71.88
90th Percentile £88.75 £84.39 £78.75
UK median hourly rate £58.50 £50.00 £61.00
% change year-on-year +17.00% -18.03% -6.15%

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 11,887 8,978 10,640
As % of all contract IT jobs advertised in England 26.07% 32.78% 32.18%
Number of daily rates quoted 7,699 6,113 7,455
10th Percentile £363 £348 £355
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £514 £550
Median % change year-on-year +2.14% -6.55% -
75th Percentile £625 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £520 £501 £525
% change year-on-year +3.90% -4.67% -4.55%
Number of hourly rates quoted 493 266 315
10th Percentile £29.96 £30.61 £31.98
25th Percentile £51.25 £42.25 £51.25
Median hourly rate £65.00 £55.00 £65.00
Median % change year-on-year +18.18% -15.38% +3.17%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £78.60 £79.38 £79.67
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 2 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 2 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 2 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 -3 2,840 £575 - 5,520
North of England +2 725 £500 +5.26% 757
South East -11 448 £543 +8.50% 929
Yorkshire 0 367 £500 +2.56% 216
South West -3 285 £546 +1.58% 533
North West -1 277 £525 +10.53% 427
Midlands -18 233 £495 +4.21% 362
West Midlands -17 188 £500 +5.26% 211
East of England -9 141 £500 -4.76% 529
North East -2 93 £425 -2.86% 120
East Midlands -12 45 £478 +13.81% 149
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
1 256 (5.35%) Apache Airflow
2 241 (5.04%) Apache Spark
3 197 (4.12%) Apache
4 139 (2.91%) Confluence
5 51 (1.07%) Jupyter
6 44 (0.92%) SharePoint
7 36 (0.75%) SAS
8 28 (0.59%) OpenStack
9 22 (0.46%) Palantir Foundry
10 21 (0.44%) ArcGIS
11 18 (0.38%) nginx
12 13 (0.27%) IIS
13 8 (0.17%) CMS
13 8 (0.17%) WebSphere
14 7 (0.15%) Apache Superset
14 7 (0.15%) Tomcat
15 5 (0.10%) Apache Solr
15 5 (0.10%) Oracle SOA Suite
15 5 (0.10%) WebSphere Application Server
16 4 (0.084%) Microsoft Exchange
Applications
1 97 (2.03%) Microsoft Excel
2 25 (0.52%) Chatbot
3 23 (0.48%) Microsoft Office
4 19 (0.40%) Spreadsheet
5 18 (0.38%) CPLEX
6 16 (0.33%) Microsoft PowerPoint
7 12 (0.25%) MS Visio
8 3 (0.063%) Microsoft Project
9 2 (0.042%) Navisworks
9 2 (0.042%) Revit
10 1 (0.021%) Adobe Creative Suite
10 1 (0.021%) CINEMA 4D
10 1 (0.021%) Houdini
10 1 (0.021%) Mozilla Thunderbird
10 1 (0.021%) OrCAD
10 1 (0.021%) Simulink
10 1 (0.021%) SPSS
10 1 (0.021%) Weka
10 1 (0.021%) Zemax
Business Applications
1 22 (0.46%) Aladdin
2 18 (0.38%) SAP S/4HANA
3 17 (0.36%) Remedy ITSM
4 8 (0.17%) Dynamics CRM
5 7 (0.15%) Oracle EBS
5 7 (0.15%) Remedy AR System
5 7 (0.15%) SAP IBP
6 6 (0.13%) NetSuite
7 5 (0.10%) Sage X3
8 4 (0.084%) Front Arena
8 4 (0.084%) Oracle ERP
8 4 (0.084%) Salesforce CRM
9 3 (0.063%) BambooHR
9 3 (0.063%) Endur
9 3 (0.063%) SimCorp Dimension
9 3 (0.063%) Teamcenter
10 2 (0.042%) IBM Planning Analytics
10 2 (0.042%) Orchestrade
10 2 (0.042%) SAP ERP
10 2 (0.042%) Sparx Enterprise Architect
Cloud Services
1 1,813 (37.90%) AWS
2 1,665 (34.80%) Azure
3 708 (14.80%) GCP
4 606 (12.67%) GitHub
5 424 (8.86%) Power Platform
6 419 (8.76%) Serverless
7 392 (8.19%) Azure DevOps
8 369 (7.71%) GitHub Actions
9 343 (7.17%) Amazon S3
10 308 (6.44%) AWS Lambda
11 276 (5.77%) Snowflake
12 207 (4.33%) Azure Data Factory
13 205 (4.29%) dbt
14 152 (3.18%) Amazon CloudWatch
15 141 (2.95%) AWS CloudFormation
16 136 (2.84%) Amazon EKS
17 123 (2.57%) Entra ID
18 121 (2.53%) Azure Synapse Analytics
19 116 (2.42%) Amazon EC2
20 113 (2.36%) SaaS
Communications & Networking
1 257 (5.37%) Firewall
2 180 (3.76%) DNS
3 145 (3.03%) TCP/IP
4 121 (2.53%) Network Security
5 119 (2.49%) BGP
6 115 (2.40%) VPN
7 106 (2.22%) WAN
8 79 (1.65%) DHCP
9 68 (1.42%) OSPF
10 61 (1.28%) SD-WAN
11 54 (1.13%) VLAN
12 50 (1.05%) BIG-IP
13 49 (1.02%) VXLAN
14 44 (0.92%) F5 BIG-IP LTM
14 44 (0.92%) SSL
15 43 (0.90%) HTTP
16 38 (0.79%) SNMP
17 37 (0.77%) Ethernet VPN
18 35 (0.73%) MPLS
19 31 (0.65%) Internet
Database & Business Intelligence
1 387 (8.09%) Power BI
2 292 (6.10%) Data Warehouse
3 271 (5.66%) PostgreSQL
4 197 (4.12%) SQL Server
5 177 (3.70%) Metadata
6 172 (3.60%) Tableau
7 164 (3.43%) Relational Database
8 159 (3.32%) Data Lake
9 147 (3.07%) NoSQL
10 143 (2.99%) BigQuery
11 118 (2.47%) Amazon Redshift
12 113 (2.36%) Big Data
12 113 (2.36%) Delta Lake
13 110 (2.30%) Amazon Athena
14 106 (2.22%) Amazon RDS
15 89 (1.86%) MongoDB
16 86 (1.80%) DynamoDB
17 74 (1.55%) MySQL
18 67 (1.40%) Redis
19 55 (1.15%) Snowflake Schema
Development Applications
1 620 (12.96%) Git
2 415 (8.67%) Jenkins
3 383 (8.01%) GitLab
4 245 (5.12%) JIRA
5 87 (1.82%) Selenium
6 49 (1.02%) JMeter
7 45 (0.94%) MLflow
8 44 (0.92%) Postman
9 39 (0.82%) SonarQube
10 36 (0.75%) Bitbucket
11 30 (0.63%) Claude Code
12 29 (0.61%) Artifactory
13 28 (0.59%) Cucumber
13 28 (0.59%) Gatling
14 27 (0.56%) Maven
15 26 (0.54%) LoadRunner
15 26 (0.54%) Sonatype Nexus
16 24 (0.50%) Cypress.io
17 21 (0.44%) REST Assured
18 17 (0.36%) Zephyr
General
1 1,100 (22.99%) Social Skills
2 1,042 (21.78%) Finance
3 739 (15.45%) Analytical Skills
4 478 (9.99%) Public Sector
5 388 (8.11%) Banking
6 167 (3.49%) Front Office
7 110 (2.30%) Investment Banking
8 99 (2.07%) Retail
9 94 (1.96%) Inclusion and Diversity
10 92 (1.92%) Documentation Skills
11 84 (1.76%) Marketing
12 70 (1.46%) Telecoms
13 49 (1.02%) Aerospace
13 49 (1.02%) Military
14 48 (1.00%) Pharmaceutical
15 41 (0.86%) Influencing Skills
16 40 (0.84%) Financial Institution
16 40 (0.84%) Law
17 39 (0.82%) Legal
18 37 (0.77%) Publishing
Job Titles
1 807 (16.87%) Senior
2 744 (15.55%) Developer
3 710 (14.84%) Data Engineer
4 435 (9.09%) Lead
5 382 (7.98%) Python Developer
6 294 (6.15%) Python Engineer
7 282 (5.89%) DevOps Engineer
8 258 (5.39%) Analyst
9 245 (5.12%) Software Engineer
10 242 (5.06%) Architect
11 229 (4.79%) Artificial Intelligence Engineer
12 182 (3.80%) AWS Engineer
13 162 (3.39%) Data Scientist
14 161 (3.37%) Senior Developer
15 158 (3.30%) Senior Data Engineer
16 157 (3.28%) Platform Engineer
17 155 (3.24%) Cloud Engineer
18 140 (2.93%) Azure Engineer
19 126 (2.63%) Data Analyst
20 116 (2.42%) Network Engineer
Libraries, Frameworks & Software Standards
1 1,156 (24.16%) Terraform
2 417 (8.72%) REST
3 343 (7.17%) PySpark
4 307 (6.42%) Kafka
5 271 (5.66%) React
6 226 (4.72%) .NET
7 180 (3.76%) Django
8 172 (3.60%) JSON
9 169 (3.53%) FastAPI
10 157 (3.28%) RESTful
11 148 (3.09%) Pandas
12 140 (2.93%) Node.js
13 122 (2.55%) LangChain
14 113 (2.36%) pytest
15 103 (2.15%) Flask
15 103 (2.15%) HTML
16 99 (2.07%) PyTorch
16 99 (2.07%) YAML
17 92 (1.92%) CSS
17 92 (1.92%) OAuth
Miscellaneous
1 680 (14.21%) Cloud Native
2 263 (5.50%) Distributed Systems
3 213 (4.45%) AI Agents
4 197 (4.12%) Onboarding
5 142 (2.97%) Product Ownership
6 141 (2.95%) Data Centre
7 125 (2.61%) Legacy Systems
8 121 (2.53%) Algorithms
9 118 (2.47%) Data Structures
10 114 (2.38%) Hybrid Cloud
11 92 (1.92%) Data Protection Act
12 91 (1.90%) Derivative
12 91 (1.90%) Management Information System
13 80 (1.67%) Equities
14 74 (1.55%) Enterprise Software
15 71 (1.48%) Security Posture
16 59 (1.23%) Fixed Income
17 57 (1.19%) PKI
17 57 (1.19%) Public Cloud
18 50 (1.05%) Linux Command Line
Operating Systems
1 633 (13.23%) Linux
2 305 (6.38%) Windows
3 206 (4.31%) Unix
4 133 (2.78%) Red Hat Enterprise Linux
5 81 (1.69%) Windows Server
6 40 (0.84%) Ubuntu
7 29 (0.61%) VMS
8 23 (0.48%) AIX
9 17 (0.36%) CentOS
9 17 (0.36%) Solaris
10 15 (0.31%) Android
11 9 (0.19%) Apple iOS
12 8 (0.17%) Amazon Linux
12 8 (0.17%) Mac OS
12 8 (0.17%) Windows 10
12 8 (0.17%) Windows Server 2019
12 8 (0.17%) zOS
13 6 (0.13%) Embedded Linux
14 5 (0.10%) Debian
15 4 (0.084%) Windows Server 2008
Processes & Methodologies
1 1,923 (40.20%) CI/CD
2 1,403 (29.33%) DevOps
3 1,263 (26.40%) AI
4 1,068 (22.32%) Agile
5 1,027 (21.47%) Infrastructure as Code
6 981 (20.51%) Analytics
7 858 (17.93%) Data Pipeline
8 794 (16.60%) Problem-Solving
9 765 (15.99%) Software Engineering
10 710 (14.84%) Machine Learning
11 707 (14.78%) Data Engineering
12 657 (13.73%) Containerisation
13 632 (13.21%) Data Modelling
14 603 (12.60%) Observability
15 555 (11.60%) ETL
16 542 (11.33%) Test Automation
17 536 (11.20%) Continuous Improvement
18 504 (10.54%) Validation
19 495 (10.35%) Data Science
20 465 (9.72%) Platform Engineering
Programming Languages
1 1,612 (33.70%) SQL
2 715 (14.95%) Java
3 675 (14.11%) PowerShell
4 658 (13.75%) Bash
5 374 (7.82%) JavaScript
6 304 (6.35%) TypeScript
7 283 (5.92%) C#
8 160 (3.34%) Go
9 135 (2.82%) R
10 119 (2.49%) Bicep
10 119 (2.49%) C++
11 118 (2.47%) Shell Script
12 113 (2.36%) Scala
13 71 (1.48%) Perl
14 56 (1.17%) Data Analysis Expressions
15 53 (1.11%) Groovy
16 52 (1.09%) Rust
17 50 (1.05%) C
18 49 (1.02%) PL/SQL
19 47 (0.98%) Ruby
Qualifications
1 1,145 (23.93%) Security Cleared
2 927 (19.38%) SC Cleared
3 384 (8.03%) Degree
4 201 (4.20%) DV Cleared
5 148 (3.09%) Computer Science Degree
6 130 (2.72%) Azure Certification
7 122 (2.55%) AWS Certification
8 94 (1.96%) BPSS Clearance
9 91 (1.90%) CISSP
10 81 (1.69%) Cisco Certification
11 62 (1.30%) Master's Degree
12 43 (0.90%) Microsoft Certification
13 41 (0.86%) CCNP
14 34 (0.71%) PhD
15 32 (0.67%) CISM
15 32 (0.67%) VMware Certified Professional (VCP)
16 28 (0.59%) AWS Certified Solutions Architect
17 26 (0.54%) CCIE
18 25 (0.52%) DBS Check
18 25 (0.52%) ISTQB
Quality Assurance & Compliance
1 535 (11.18%) Data Quality
2 250 (5.23%) QA
3 110 (2.30%) NIST
4 100 (2.09%) ISO/IEC 27001
5 94 (1.96%) GDPR
6 71 (1.48%) Accessibility
7 34 (0.71%) SLA
8 33 (0.69%) Actionable Recommendations
9 28 (0.59%) NCSC
10 26 (0.54%) WCAG
11 25 (0.52%) Sarbanes-Oxley
12 23 (0.48%) PCI DSS
13 13 (0.27%) HIPAA
13 13 (0.27%) SOC 2
14 10 (0.21%) ISO 20022
15 8 (0.17%) Cyber Essentials
16 6 (0.13%) California Consumer Privacy Act
16 6 (0.13%) GRC
16 6 (0.13%) NIST 800
17 5 (0.10%) MiFID
System Software
1 825 (17.24%) Docker
2 147 (3.07%) Active Directory
3 110 (2.30%) VMware Infrastructure
4 52 (1.09%) Virtual Machines
5 39 (0.82%) Hyper-V
6 35 (0.73%) VMware NSX
7 34 (0.71%) vSphere
8 23 (0.48%) Firmware
9 20 (0.42%) VMware ESXi
10 12 (0.25%) NFS
10 12 (0.25%) Virtual Desktop
11 11 (0.23%) Oracle RAC
12 10 (0.21%) Squid
13 7 (0.15%) Postfix
14 5 (0.10%) KVM
14 5 (0.10%) PowerHA
14 5 (0.10%) Slurm Workload Manager
15 4 (0.084%) Ceph
15 4 (0.084%) Dovecot
15 4 (0.084%) HDFS
Systems Management
1 942 (19.69%) Kubernetes
2 558 (11.66%) Ansible
3 272 (5.69%) Grafana
4 204 (4.26%) Prometheus
5 78 (1.63%) Puppet
6 70 (1.46%) Progress Chef
7 60 (1.25%) Argo
8 26 (0.54%) Istio
9 25 (0.52%) Control-M
10 24 (0.50%) Kibana
10 24 (0.50%) Single Sign-On
11 23 (0.48%) ZABBIX
12 22 (0.46%) Nagios
13 21 (0.44%) Microsoft Intune
13 21 (0.44%) vCenter Server
14 18 (0.38%) FortiGate
14 18 (0.38%) Packer
14 18 (0.38%) vRealize
15 16 (0.33%) Tivoli
16 15 (0.31%) Netcool
Vendors
1 622 (13.00%) Microsoft
2 495 (10.35%) Databricks
3 293 (6.12%) Google
4 211 (4.41%) Oracle
5 190 (3.97%) Splunk
6 146 (3.05%) VMware
7 131 (2.74%) Cisco
8 126 (2.63%) OpenAI
9 112 (2.34%) ServiceNow
10 92 (1.92%) Dynatrace
10 92 (1.92%) Red Hat
11 81 (1.69%) F5
12 79 (1.65%) IBM
13 77 (1.61%) Palo Alto
14 68 (1.42%) Fortinet
15 65 (1.36%) CyberArk
16 64 (1.34%) Informatica
17 59 (1.23%) Foundry
18 58 (1.21%) SAP
19 51 (1.07%) Salesforce