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

6 months to
23 Sep 2026
Same period 2025 Same period 2024
Rank 13 10 10
Rank change year-on-year -3 0 +2
Contract jobs citing Python 4,840 3,615 3,597
As % of all contract jobs in England 10.40% 13.10% 11.17%
As % of the Programming Languages category 40.08% 39.90% 34.31%
Number of daily rates quoted 3,165 2,402 2,540
10th Percentile £375 £363 £375
25th Percentile £450 £435 £474
Median daily rate (50th Percentile) £550 £530 £600
Median % change year-on-year +3.77% -11.63% -0.04%
75th Percentile £650 £650 £725
90th Percentile £750 £788 £850
UK median daily rate £537 £525 £575
% change year-on-year +2.29% -8.70% -3.56%
Number of hourly rates quoted 129 73 88
10th Percentile £33.51 £32.07 £24.28
25th Percentile £43.81 £36.25 £46.23
Median hourly rate £63.48 £50.00 £69.38
Median % change year-on-year +26.96% -27.93% +6.73%
75th Percentile £80.00 £58.75 £74.00
90th Percentile £92.11 £83.00 £80.00
UK median hourly rate £61.97 £50.00 £62.50
% change year-on-year +23.95% -20.00% -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 12,077 9,061 10,485
As % of all contract IT jobs advertised in England 25.95% 32.82% 32.57%
Number of daily rates quoted 7,806 6,114 7,139
10th Percentile £363 £350 £351
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £525 £514 £550
Median % change year-on-year +2.14% -6.55% -
75th Percentile £626 £638 £650
90th Percentile £738 £750 £788
UK median daily rate £523 £505 £526
% change year-on-year +3.47% -3.90% -4.45%
Number of hourly rates quoted 521 257 305
10th Percentile £26.52 £31.25 £30.00
25th Percentile £51.25 £42.25 £49.25
Median hourly rate £65.00 £56.00 £65.00
Median % change year-on-year +16.07% -13.85% -
75th Percentile £70.00 £68.00 £70.00
90th Percentile £80.00 £79.25 £79.67
UK median hourly rate £65.00 £55.00 £65.00
% change year-on-year +18.18% -15.38% +3.59%

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 23 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 23 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 23 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 -4 2,857 £575 - 6,544
North of England 0 751 £500 +5.04% 1,062
South East -5 459 £543 +8.50% 1,134
Yorkshire -2 385 £500 - 351
North West +3 288 £525 +11.94% 574
South West -5 279 £550 +4.76% 639
Midlands -22 222 £500 +4.71% 512
West Midlands -19 179 £500 - 312
East of England -13 152 £480 -8.57% 655
North East 0 88 £425 -10.53% 142
East Midlands -20 43 £475 +15.85% 200
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
1 255 (5.27%) Apache Airflow
2 242 (5.00%) Apache Spark
3 191 (3.95%) Apache
4 137 (2.83%) Confluence
5 54 (1.12%) Jupyter
6 49 (1.01%) SharePoint
7 33 (0.68%) SAS
8 30 (0.62%) OpenStack
9 22 (0.45%) nginx
10 21 (0.43%) ArcGIS
10 21 (0.43%) IIS
10 21 (0.43%) Palantir Foundry
11 8 (0.17%) CMS
12 7 (0.14%) Tomcat
13 6 (0.12%) Microsoft Exchange
13 6 (0.12%) WebSphere
14 5 (0.10%) Apache Solr
14 5 (0.10%) Camunda
14 5 (0.10%) Oracle SOA Suite
15 4 (0.083%) Apache Superset
Applications
1 90 (1.86%) Microsoft Excel
2 29 (0.60%) Chatbot
3 22 (0.45%) Microsoft Office
4 17 (0.35%) Spreadsheet
5 16 (0.33%) CPLEX
6 13 (0.27%) Microsoft PowerPoint
7 12 (0.25%) MS Visio
8 2 (0.041%) Microsoft Project
8 2 (0.041%) Navisworks
8 2 (0.041%) Revit
9 1 (0.021%) Adobe Creative Suite
9 1 (0.021%) CINEMA 4D
9 1 (0.021%) Houdini
9 1 (0.021%) Mozilla Thunderbird
9 1 (0.021%) Simulink
9 1 (0.021%) SPSS
9 1 (0.021%) Weka
9 1 (0.021%) Zemax
Business Applications
1 20 (0.41%) Remedy ITSM
2 18 (0.37%) Aladdin
3 17 (0.35%) SAP S/4HANA
4 9 (0.19%) Dynamics CRM
5 8 (0.17%) Remedy AR System
6 7 (0.14%) Front Arena
6 7 (0.14%) SAP IBP
7 6 (0.12%) NetSuite
7 6 (0.12%) Summit
8 5 (0.10%) Sage X3
9 4 (0.083%) Oracle ERP
9 4 (0.083%) Salesforce CRM
10 3 (0.062%) Endur
10 3 (0.062%) Oracle EBS
10 3 (0.062%) Payment Gateway
10 3 (0.062%) Teamcenter
11 2 (0.041%) Actimize
11 2 (0.041%) Orchestrade
11 2 (0.041%) SAP ERP
11 2 (0.041%) SimCorp Dimension
Cloud Services
1 1,810 (37.40%) AWS
2 1,655 (34.19%) Azure
3 760 (15.70%) GCP
4 616 (12.73%) GitHub
5 418 (8.64%) Serverless
6 415 (8.57%) Power Platform
7 375 (7.75%) Azure DevOps
8 372 (7.69%) GitHub Actions
9 335 (6.92%) Amazon S3
10 303 (6.26%) AWS Lambda
11 284 (5.87%) Snowflake
12 217 (4.48%) dbt
13 197 (4.07%) Azure Data Factory
14 161 (3.33%) Amazon CloudWatch
15 152 (3.14%) Entra ID
16 146 (3.02%) AWS CloudFormation
17 145 (3.00%) Amazon EKS
18 120 (2.48%) Amazon EC2
19 115 (2.38%) Azure Synapse Analytics
20 112 (2.31%) SaaS
Communications & Networking
1 263 (5.43%) Firewall
2 182 (3.76%) DNS
3 148 (3.06%) TCP/IP
4 140 (2.89%) Network Security
5 120 (2.48%) BGP
6 118 (2.44%) VPN
7 109 (2.25%) WAN
8 77 (1.59%) DHCP
9 68 (1.40%) OSPF
10 67 (1.38%) SD-WAN
11 57 (1.18%) BIG-IP
12 51 (1.05%) VLAN
13 50 (1.03%) F5 BIG-IP LTM
13 50 (1.03%) VXLAN
14 47 (0.97%) HTTP
14 47 (0.97%) SSL
15 42 (0.87%) Ethernet VPN
16 37 (0.76%) MPLS
16 37 (0.76%) Wireless
17 36 (0.74%) Wi-Fi
Database & Business Intelligence
1 374 (7.73%) Power BI
2 293 (6.05%) Data Warehouse
3 273 (5.64%) PostgreSQL
4 185 (3.82%) Metadata
5 179 (3.70%) SQL Server
6 165 (3.41%) Relational Database
7 160 (3.31%) BigQuery
8 159 (3.29%) Data Lake
8 159 (3.29%) Tableau
9 147 (3.04%) NoSQL
10 114 (2.36%) Amazon Redshift
11 113 (2.33%) Big Data
12 111 (2.29%) Amazon RDS
13 108 (2.23%) Delta Lake
14 107 (2.21%) Amazon Athena
15 92 (1.90%) MongoDB
16 86 (1.78%) DynamoDB
17 81 (1.67%) MySQL
18 66 (1.36%) Redis
19 50 (1.03%) Snowflake Schema
Development Applications
1 674 (13.93%) Git
2 425 (8.78%) Jenkins
3 410 (8.47%) GitLab
4 266 (5.50%) JIRA
5 100 (2.07%) Selenium
6 53 (1.10%) Postman
7 50 (1.03%) JMeter
8 45 (0.93%) SonarQube
9 40 (0.83%) Bitbucket
10 39 (0.81%) MLflow
11 38 (0.79%) Claude Code
12 32 (0.66%) Cucumber
13 31 (0.64%) Artifactory
14 29 (0.60%) Sonatype Nexus
15 28 (0.58%) LoadRunner
16 27 (0.56%) Maven
17 24 (0.50%) Gatling
18 23 (0.48%) REST Assured
19 22 (0.45%) Cypress.io
20 20 (0.41%) Zephyr
General
1 1,136 (23.47%) Social Skills
2 1,071 (22.13%) Finance
3 750 (15.50%) Analytical Skills
4 454 (9.38%) Public Sector
5 424 (8.76%) Banking
6 159 (3.29%) Front Office
7 109 (2.25%) Investment Banking
8 101 (2.09%) Retail
9 93 (1.92%) Inclusion and Diversity
10 87 (1.80%) Marketing
11 82 (1.69%) Documentation Skills
12 77 (1.59%) Telecoms
13 52 (1.07%) Aerospace
13 52 (1.07%) Military
14 46 (0.95%) Law
15 44 (0.91%) Pharmaceutical
16 37 (0.76%) Financial Institution
17 36 (0.74%) Influencing Skills
17 36 (0.74%) Legal
17 36 (0.74%) Publishing
Job Titles
1 852 (17.60%) Senior
2 738 (15.25%) Developer
3 709 (14.65%) Data Engineer
4 439 (9.07%) Lead
5 375 (7.75%) Python Developer
6 301 (6.22%) Python Engineer
7 294 (6.07%) DevOps Engineer
8 255 (5.27%) Analyst
9 254 (5.25%) Artificial Intelligence Engineer
10 245 (5.06%) Software Engineer
11 227 (4.69%) Architect
12 184 (3.80%) AWS Engineer
13 169 (3.49%) Senior Data Engineer
14 163 (3.37%) Senior Developer
15 161 (3.33%) Data Scientist
16 160 (3.31%) Cloud Engineer
17 155 (3.20%) Platform Engineer
18 149 (3.08%) Azure Engineer
19 136 (2.81%) Network Engineer
20 123 (2.54%) Automation Engineer
Libraries, Frameworks & Software Standards
1 1,206 (24.92%) Terraform
2 449 (9.28%) REST
3 327 (6.76%) PySpark
4 317 (6.55%) Kafka
5 270 (5.58%) React
6 225 (4.65%) .NET
7 177 (3.66%) Django
8 176 (3.64%) JSON
9 174 (3.60%) FastAPI
10 164 (3.39%) RESTful
11 138 (2.85%) Node.js
12 135 (2.79%) Pandas
13 133 (2.75%) LangChain
14 131 (2.71%) pytest
15 110 (2.27%) OAuth
16 104 (2.15%) Flask
17 102 (2.11%) HTML
18 95 (1.96%) PyTorch
18 95 (1.96%) YAML
19 92 (1.90%) LangGraph
Miscellaneous
1 691 (14.28%) Cloud Native
2 251 (5.19%) Distributed Systems
3 240 (4.96%) AI Agents
4 217 (4.48%) Onboarding
5 148 (3.06%) Data Centre
6 136 (2.81%) Product Ownership
7 124 (2.56%) Data Structures
8 120 (2.48%) Legacy Systems
9 115 (2.38%) Algorithms
10 105 (2.17%) Hybrid Cloud
11 94 (1.94%) Enterprise Software
12 89 (1.84%) Management Information System
13 84 (1.74%) Data Protection Act
14 83 (1.71%) Derivative
14 83 (1.71%) Security Posture
15 75 (1.55%) Equities
16 71 (1.47%) Public Cloud
17 64 (1.32%) PKI
18 57 (1.18%) Self-Motivation
19 54 (1.12%) Replication
Operating Systems
1 650 (13.43%) Linux
2 315 (6.51%) Windows
3 207 (4.28%) Unix
4 140 (2.89%) Red Hat Enterprise Linux
5 84 (1.74%) Windows Server
6 44 (0.91%) Ubuntu
7 34 (0.70%) VMS
8 23 (0.48%) CentOS
9 17 (0.35%) Solaris
10 16 (0.33%) Android
11 15 (0.31%) AIX
12 10 (0.21%) Apple iOS
13 8 (0.17%) Amazon Linux
13 8 (0.17%) Mac OS
13 8 (0.17%) Windows 10
13 8 (0.17%) Windows Server 2019
13 8 (0.17%) zOS
14 6 (0.12%) Embedded Linux
15 4 (0.083%) Debian
15 4 (0.083%) Windows Server 2008
Processes & Methodologies
1 2,004 (41.40%) CI/CD
2 1,407 (29.07%) DevOps
3 1,327 (27.42%) AI
4 1,095 (22.62%) Agile
5 1,093 (22.58%) Infrastructure as Code
6 976 (20.17%) Analytics
7 865 (17.87%) Data Pipeline
8 794 (16.40%) Software Engineering
9 788 (16.28%) Problem-Solving
10 729 (15.06%) Data Engineering
11 723 (14.94%) Machine Learning
12 668 (13.80%) Containerisation
13 644 (13.31%) Observability
14 641 (13.24%) Data Modelling
15 579 (11.96%) Test Automation
16 571 (11.80%) Continuous Improvement
17 567 (11.71%) ETL
18 556 (11.49%) Validation
19 495 (10.23%) Data Science
20 474 (9.79%) Platform Engineering
Programming Languages
1 1,617 (33.41%) SQL
2 700 (14.46%) Java
3 684 (14.13%) PowerShell
4 662 (13.68%) Bash
5 383 (7.91%) JavaScript
6 307 (6.34%) TypeScript
7 281 (5.81%) C#
8 186 (3.84%) Go
9 129 (2.67%) R
10 121 (2.50%) Shell Script
11 115 (2.38%) Bicep
11 115 (2.38%) C++
12 105 (2.17%) Scala
13 74 (1.53%) Perl
14 56 (1.16%) Data Analysis Expressions
15 55 (1.14%) Groovy
16 51 (1.05%) C
17 50 (1.03%) Rust
18 44 (0.91%) PL/SQL
19 35 (0.72%) T-SQL
Qualifications
1 1,174 (24.26%) Security Cleared
2 942 (19.46%) SC Cleared
3 384 (7.93%) Degree
4 224 (4.63%) DV Cleared
5 141 (2.91%) Azure Certification
6 138 (2.85%) Computer Science Degree
7 129 (2.67%) AWS Certification
8 97 (2.00%) BPSS Clearance
9 92 (1.90%) CISSP
10 79 (1.63%) Cisco Certification
11 63 (1.30%) Master's Degree
12 47 (0.97%) Microsoft Certification
13 39 (0.81%) CCNP
14 35 (0.72%) PhD
15 30 (0.62%) AWS Certified Solutions Architect
16 29 (0.60%) CISM
16 29 (0.60%) VMware Certified Professional (VCP)
17 28 (0.58%) CCIE
18 27 (0.56%) DBS Check
19 22 (0.45%) ISTQB
Quality Assurance & Compliance
1 555 (11.47%) Data Quality
2 287 (5.93%) QA
3 111 (2.29%) NIST
4 100 (2.07%) ISO/IEC 27001
5 84 (1.74%) GDPR
6 72 (1.49%) Accessibility
7 38 (0.79%) SLA
8 36 (0.74%) Actionable Recommendations
9 29 (0.60%) NCSC
10 26 (0.54%) PCI DSS
11 22 (0.45%) WCAG
12 21 (0.43%) SOC 2
13 19 (0.39%) Sarbanes-Oxley
14 15 (0.31%) HIPAA
15 9 (0.19%) ISO 20022
16 8 (0.17%) Cyber Essentials
17 7 (0.14%) Basel III
18 6 (0.12%) California Consumer Privacy Act
18 6 (0.12%) MiFID
18 6 (0.12%) NIST 800
System Software
1 836 (17.27%) Docker
2 159 (3.29%) Active Directory
3 112 (2.31%) VMware Infrastructure
4 61 (1.26%) Virtual Machines
5 47 (0.97%) Hyper-V
6 33 (0.68%) VMware NSX
7 31 (0.64%) vSphere
8 20 (0.41%) Firmware
8 20 (0.41%) VMware ESXi
9 19 (0.39%) NFS
10 13 (0.27%) Virtual Desktop
11 11 (0.23%) Oracle RAC
12 10 (0.21%) Squid
13 7 (0.14%) Postfix
14 5 (0.10%) HDFS
14 5 (0.10%) KVM
14 5 (0.10%) Slurm Workload Manager
15 4 (0.083%) Ceph
15 4 (0.083%) Dovecot
15 4 (0.083%) PowerHA
Systems Management
1 966 (19.96%) Kubernetes
2 569 (11.76%) Ansible
3 266 (5.50%) Grafana
4 199 (4.11%) Prometheus
5 74 (1.53%) Puppet
6 67 (1.38%) Progress Chef
7 56 (1.16%) Argo
8 36 (0.74%) Single Sign-On
9 29 (0.60%) Kibana
10 27 (0.56%) Control-M
11 24 (0.50%) Istio
11 24 (0.50%) Microsoft Intune
12 20 (0.41%) FortiGate
12 20 (0.41%) Packer
13 18 (0.37%) ZABBIX
14 17 (0.35%) vCenter Server
15 16 (0.33%) Nagios
16 15 (0.31%) ITRS Geneos
16 15 (0.31%) vRealize
17 14 (0.29%) VxRail
Vendors
1 645 (13.33%) Microsoft
2 503 (10.39%) Databricks
3 325 (6.71%) Google
4 203 (4.19%) Oracle
5 182 (3.76%) Splunk
6 144 (2.98%) VMware
7 139 (2.87%) Cisco
8 138 (2.85%) OpenAI
9 122 (2.52%) ServiceNow
10 94 (1.94%) Dynatrace
11 86 (1.78%) F5
11 86 (1.78%) Red Hat
12 83 (1.71%) IBM
12 83 (1.71%) Palo Alto
13 72 (1.49%) Foundry
14 69 (1.43%) Fortinet
15 64 (1.32%) CyberArk
16 58 (1.20%) Informatica
16 58 (1.20%) SAP
17 49 (1.01%) Arista