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

6 months to
5 Jul 2026
Same period 2025 Same period 2024
Rank 12 10 14
Rank change year-on-year -2 +4 -2
Contract jobs citing Python 4,676 3,501 3,675
As % of all contract jobs in England 10.60% 13.21% 9.86%
As % of the Programming Languages category 39.75% 39.27% 31.95%
Number of daily rates quoted 3,126 2,449 2,698
10th Percentile £367 £370 £375
25th Percentile £430 £446 £463
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% -4.17%
75th Percentile £634 £675 £711
90th Percentile £750 £825 £850
UK median daily rate £525 £538 £556
% change year-on-year -2.33% -3.37% -7.29%
Number of hourly rates quoted 99 53 106
10th Percentile £28.50 £27.64 £21.87
25th Percentile £42.53 £34.75 £46.20
Median hourly rate £55.50 £50.00 £65.00
Median % change year-on-year +11.00% -23.08% -0.38%
75th Percentile £75.26 £55.00 £71.88
90th Percentile £85.60 £63.65 £77.50
UK median hourly rate £54.25 £45.00 £62.25
% change year-on-year +20.56% -27.71% -4.23%

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 11,765 8,915 11,503
As % of all contract IT jobs advertised in England 26.68% 33.63% 30.86%
Number of daily rates quoted 7,660 6,150 8,225
10th Percentile £360 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £520 £520 £543
Median % change year-on-year - -4.15% -1.36%
75th Percentile £615 £638 £650
90th Percentile £726 £775 £788
UK median daily rate £512 £513 £525
% change year-on-year -0.14% -2.38% -4.55%
Number of hourly rates quoted 500 216 483
10th Percentile £35.23 £28.18 £35.53
25th Percentile £55.38 £36.19 £50.00
Median hourly rate £65.00 £56.38 £65.00
Median % change year-on-year +15.30% -13.27% +4.00%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £79.05 £80.00 £76.00
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 5 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 5 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 5 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 2,689 £550 -4.35% 1,708
North of England +7 783 £488 +2.63% 448
South East -7 440 £525 +5.00% 641
Yorkshire +2 428 £500 +1.44% 133
North West +5 279 £500 +5.26% 241
South West -1 265 £500 -9.09% 274
Midlands -16 245 £477 +3.92% 208
West Midlands -16 197 £475 - 104
East of England -14 130 £500 -0.25% 220
North East +6 88 £425 -2.86% 78
East Midlands -13 47 £495 +10.74% 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
1 248 (5.30%) Apache Spark
2 226 (4.83%) Apache Airflow
3 165 (3.53%) Apache
4 147 (3.14%) Confluence
5 49 (1.05%) Jupyter
6 47 (1.01%) SAS
7 46 (0.98%) SharePoint
8 20 (0.43%) OpenStack
9 19 (0.41%) Palantir Foundry
10 15 (0.32%) Microsoft Exchange
11 13 (0.28%) ArcGIS
11 13 (0.28%) nginx
12 11 (0.24%) IIS
13 8 (0.17%) Apache Superset
13 8 (0.17%) CMS
14 6 (0.13%) Appian
14 6 (0.13%) Camunda
14 6 (0.13%) CICS
14 6 (0.13%) Tomcat
15 5 (0.11%) WebSphere Application Server
Applications
1 101 (2.16%) 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 (0.38%) 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%) Dynamics CRM
4 7 (0.15%) Oracle EBS
4 7 (0.15%) SAP IBP
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%) Salesforce CRM
8 3 (0.064%) SimCorp Dimension
9 2 (0.043%) Front Arena
9 2 (0.043%) Global One
9 2 (0.043%) Oracle Assets
9 2 (0.043%) Orchestrade
9 2 (0.043%) Remedy AR System
9 2 (0.043%) Teamcenter
Cloud Services
1 1,774 (37.94%) AWS
2 1,611 (34.45%) Azure
3 693 (14.82%) GCP
4 547 (11.70%) GitHub
5 448 (9.58%) Power Platform
6 400 (8.55%) Serverless
7 358 (7.66%) Amazon S3
8 346 (7.40%) Azure DevOps
9 314 (6.72%) GitHub Actions
10 298 (6.37%) AWS Lambda
11 231 (4.94%) Snowflake
12 222 (4.75%) Azure Data Factory
13 190 (4.06%) dbt
14 142 (3.04%) Azure Synapse Analytics
15 140 (2.99%) AWS CloudFormation
16 137 (2.93%) Amazon EKS
17 136 (2.91%) OpenShift
18 132 (2.82%) Amazon CloudWatch
19 109 (2.33%) Amazon EC2
20 101 (2.16%) Entra ID
Communications & Networking
1 213 (4.56%) Firewall
2 141 (3.02%) DNS
3 109 (2.33%) WAN
4 105 (2.25%) BGP
5 100 (2.14%) TCP/IP
6 98 (2.10%) Network Security
7 93 (1.99%) VPN
8 62 (1.33%) OSPF
9 53 (1.13%) BIG-IP
10 51 (1.09%) SD-WAN
11 43 (0.92%) VXLAN
12 42 (0.90%) HTTP
13 41 (0.88%) DHCP
13 41 (0.88%) VLAN
14 38 (0.81%) LAN
15 37 (0.79%) F5 BIG-IP LTM
15 37 (0.79%) MPLS
16 36 (0.77%) SSL
17 33 (0.71%) Ethernet VPN
17 33 (0.71%) SNMP
Database & Business Intelligence
1 391 (8.36%) Power BI
2 303 (6.48%) PostgreSQL
3 278 (5.95%) Data Warehouse
4 229 (4.90%) SQL Server
5 183 (3.91%) Tableau
6 178 (3.81%) Data Lake
7 149 (3.19%) Relational Database
8 148 (3.17%) NoSQL
9 137 (2.93%) Metadata
10 127 (2.72%) BigQuery
11 123 (2.63%) Amazon Redshift
12 120 (2.57%) Delta Lake
13 118 (2.52%) Amazon Athena
14 114 (2.44%) Big Data
15 95 (2.03%) MongoDB
16 89 (1.90%) Amazon RDS
17 79 (1.69%) DynamoDB
18 66 (1.41%) MySQL
19 64 (1.37%) Snowflake Schema
20 55 (1.18%) Redis
Development Applications
1 546 (11.68%) Git
2 409 (8.75%) Jenkins
3 342 (7.31%) GitLab
4 270 (5.77%) JIRA
5 63 (1.35%) MLflow
5 63 (1.35%) Selenium
6 45 (0.96%) Postman
7 34 (0.73%) Bitbucket
8 33 (0.71%) JMeter
9 29 (0.62%) Artifactory
10 28 (0.60%) Cypress.io
11 27 (0.58%) SonarQube
12 26 (0.56%) Cucumber
13 25 (0.53%) Maven
14 24 (0.51%) Gatling
15 22 (0.47%) Sonatype Nexus
16 20 (0.43%) JUnit
17 19 (0.41%) REST Assured
18 17 (0.36%) Robot Framework
19 16 (0.34%) Zephyr
General
1 1,030 (22.03%) Finance
2 1,019 (21.79%) Social Skills
3 650 (13.90%) Analytical Skills
4 450 (9.62%) Public Sector
5 372 (7.96%) Banking
6 185 (3.96%) Front Office
7 110 (2.35%) Documentation Skills
8 106 (2.27%) Investment Banking
9 85 (1.82%) Inclusion and Diversity
10 82 (1.75%) Retail
11 71 (1.52%) Marketing
12 55 (1.18%) Pharmaceutical
13 53 (1.13%) Telecoms
14 46 (0.98%) Legal
15 44 (0.94%) Financial Institution
16 41 (0.88%) Publishing
17 36 (0.77%) Military
18 35 (0.75%) Influencing Skills
19 29 (0.62%) Presentation Skills
20 27 (0.58%) Manufacturing
Job Titles
1 810 (17.32%) Developer
2 737 (15.76%) Data Engineer
3 711 (15.21%) Senior
4 412 (8.81%) Python Developer
5 376 (8.04%) Lead
6 266 (5.69%) Architect
7 263 (5.62%) DevOps Engineer
8 256 (5.47%) Python Engineer
9 252 (5.39%) Software Engineer
10 243 (5.20%) Analyst
11 211 (4.51%) Artificial Intelligence Engineer
12 184 (3.93%) Data Scientist
13 183 (3.91%) AWS Engineer
14 150 (3.21%) Senior Data Engineer
15 147 (3.14%) Senior Developer
16 141 (3.02%) Azure Engineer
17 132 (2.82%) Platform Engineer
18 130 (2.78%) Cloud Engineer
19 122 (2.61%) Data Analyst
20 115 (2.46%) Security Engineer
Libraries, Frameworks & Software Standards
1 340 (7.27%) REST
2 320 (6.84%) PySpark
3 315 (6.74%) React
4 301 (6.44%) Kafka
5 210 (4.49%) .NET
6 178 (3.81%) Node.js
7 173 (3.70%) Pandas
8 167 (3.57%) RESTful
9 165 (3.53%) JSON
10 156 (3.34%) FastAPI
11 145 (3.10%) Django
12 138 (2.95%) PyTorch
13 116 (2.48%) LangChain
14 104 (2.22%) scikit-learn
15 103 (2.20%) NumPy
16 98 (2.10%) TensorFlow
17 92 (1.97%) OpenTelemetry
17 92 (1.97%) Spring
18 89 (1.90%) Flask
19 88 (1.88%) YAML
Miscellaneous
1 624 (13.34%) Cloud Native
2 254 (5.43%) Distributed Systems
3 149 (3.19%) Onboarding
4 143 (3.06%) AI Agents
5 130 (2.78%) Data Centre
6 123 (2.63%) Product Ownership
7 119 (2.54%) Algorithms
8 106 (2.27%) Legacy Systems
9 104 (2.22%) Data Structures
10 103 (2.20%) Data Protection Act
10 103 (2.20%) Hybrid Cloud
11 97 (2.07%) Derivative
11 97 (2.07%) Fixed Income
12 94 (2.01%) Equities
13 87 (1.86%) Management Information System
14 73 (1.56%) Security Posture
15 58 (1.24%) Public Cloud
16 51 (1.09%) Greenfield Project
17 49 (1.05%) Self-Motivation
18 47 (1.01%) Enterprise Software
Operating Systems
1 549 (11.74%) Linux
2 266 (5.69%) Windows
3 184 (3.93%) Unix
4 98 (2.10%) Red Hat Enterprise Linux
5 62 (1.33%) Windows Server
6 37 (0.79%) Ubuntu
7 27 (0.58%) VMS
8 24 (0.51%) AIX
9 23 (0.49%) Android
10 16 (0.34%) Apple iOS
11 15 (0.32%) Solaris
12 14 (0.30%) CentOS
13 11 (0.24%) zOS
14 9 (0.19%) Mac OS
15 7 (0.15%) Debian
15 7 (0.15%) Windows Server 2019
16 6 (0.13%) Rocky
17 5 (0.11%) Amazon Linux
18 3 (0.064%) SUSE Linux Enterprise Server
18 3 (0.064%) Windows 10
Processes & Methodologies
1 1,771 (37.87%) CI/CD
2 1,303 (27.87%) DevOps
3 1,154 (24.68%) AI
4 1,032 (22.07%) Agile
5 995 (21.28%) Analytics
6 853 (18.24%) Infrastructure as Code
7 842 (18.01%) Data Pipeline
8 792 (16.94%) Problem-Solving
9 727 (15.55%) Machine Learning
10 698 (14.93%) Data Engineering
11 644 (13.77%) Software Engineering
12 641 (13.71%) Containerisation
13 622 (13.30%) Data Modelling
14 596 (12.75%) ETL
15 539 (11.53%) Data Science
16 509 (10.89%) Observability
17 475 (10.16%) Test Automation
18 461 (9.86%) Business Intelligence
19 422 (9.02%) LLM
20 410 (8.77%) Validation
Programming Languages
1 1,578 (33.75%) SQL
2 704 (15.06%) Java
3 572 (12.23%) PowerShell
4 559 (11.95%) Bash
5 375 (8.02%) JavaScript
6 339 (7.25%) TypeScript
7 294 (6.29%) C#
8 189 (4.04%) Go
9 144 (3.08%) R
10 115 (2.46%) Scala
11 107 (2.29%) C++
12 99 (2.12%) Shell Script
13 79 (1.69%) Bicep
14 52 (1.11%) PL/SQL
15 50 (1.07%) C
16 49 (1.05%) Groovy
16 49 (1.05%) Rust
17 48 (1.03%) Ruby
18 47 (1.01%) Data Analysis Expressions
19 46 (0.98%) Perl
Qualifications
1 1,020 (21.81%) Security Cleared
2 811 (17.34%) SC Cleared
3 371 (7.93%) Degree
4 151 (3.23%) DV Cleared
5 143 (3.06%) Computer Science Degree
6 111 (2.37%) BPSS Clearance
7 98 (2.10%) Azure Certification
8 95 (2.03%) AWS Certification
9 87 (1.86%) CISSP
10 74 (1.58%) Cisco Certification
11 63 (1.35%) Master's Degree
12 46 (0.98%) CCNP
13 35 (0.75%) CISM
14 32 (0.68%) Microsoft Certification
14 32 (0.68%) VMware Certified Professional (VCP)
15 31 (0.66%) PhD
16 29 (0.62%) CCIE
17 23 (0.49%) AWS Certified Solutions Architect
18 20 (0.43%) ISTQB
19 19 (0.41%) CCNA
Quality Assurance & Compliance
1 471 (10.07%) Data Quality
2 195 (4.17%) QA
3 121 (2.59%) GDPR
4 106 (2.27%) NIST
5 102 (2.18%) ISO/IEC 27001
6 66 (1.41%) Accessibility
7 25 (0.53%) SLA
7 25 (0.53%) WCAG
8 24 (0.51%) PCI DSS
9 23 (0.49%) HIPAA
10 21 (0.45%) Sarbanes-Oxley
11 18 (0.38%) 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
1 759 (16.23%) Docker
2 111 (2.37%) Active Directory
3 88 (1.88%) VMware Infrastructure
4 68 (1.45%) Virtual Machines
5 34 (0.73%) vSphere
6 30 (0.64%) VMware NSX
7 25 (0.53%) Firmware
8 20 (0.43%) Hyper-V
8 20 (0.43%) VMware ESXi
9 14 (0.30%) NFS
10 12 (0.26%) KVM
11 9 (0.19%) Oracle RAC
11 9 (0.19%) Squid
12 8 (0.17%) Virtual Desktop
13 7 (0.15%) Postfix
14 5 (0.11%) Active Directory Lightweight Directory Services
14 5 (0.11%) HDFS
14 5 (0.11%) SRDF
15 4 (0.086%) Slurm Workload Manager
15 4 (0.086%) Varnish
Systems Management
1 1,037 (22.18%) Terraform
2 878 (18.78%) Kubernetes
3 500 (10.69%) Ansible
4 282 (6.03%) Grafana
5 233 (4.98%) Prometheus
6 69 (1.48%) Puppet
7 58 (1.24%) Argo
8 41 (0.88%) Progress Chef
9 35 (0.75%) vCenter Server
10 29 (0.62%) Istio
11 28 (0.60%) Kibana
12 27 (0.58%) Control-M
13 25 (0.53%) Nessus
14 23 (0.49%) Microsoft Intune
14 23 (0.49%) Nagios
14 23 (0.49%) vRealize
15 22 (0.47%) ZABBIX
16 20 (0.43%) HAProxy
17 18 (0.38%) IBM Guardium
18 17 (0.36%) Tivoli
Vendors
1 546 (11.68%) Microsoft
2 488 (10.44%) Databricks
3 261 (5.58%) Google
4 218 (4.66%) Oracle
5 189 (4.04%) Splunk
6 123 (2.63%) OpenAI
7 122 (2.61%) VMware
8 119 (2.54%) Cisco
9 105 (2.25%) ServiceNow
10 91 (1.95%) Red Hat
11 82 (1.75%) F5
12 80 (1.71%) Palo Alto
13 77 (1.65%) Dynatrace
14 66 (1.41%) Informatica
15 62 (1.33%) IBM
16 60 (1.28%) CyberArk
17 59 (1.26%) Fortinet
18 54 (1.15%) Foundry
19 51 (1.09%) Arista
20 46 (0.98%) SAP