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

6 months to
5 Jun 2026
Same period 2025 Same period 2024
Rank 13 11 14
Rank change year-on-year -2 +3 -1
Contract jobs citing Python 4,431 3,170 3,569
As % of all contract jobs in England 10.56% 13.16% 9.70%
As % of the Programming Languages category 39.70% 38.72% 32.15%
Number of daily rates quoted 2,993 2,270 2,615
10th Percentile £363 £378 £378
25th Percentile £425 £450 £463
Median daily rate (50th Percentile) £525 £550 £567
Median % change year-on-year -4.55% -3.00% -5.50%
75th Percentile £625 £675 £700
90th Percentile £750 £825 £850
UK median daily rate £522 £538 £550
% change year-on-year -2.84% -2.27% -8.33%
Number of hourly rates quoted 110 44 95
10th Percentile £30.44 £26.67 £21.44
25th Percentile £43.81 £33.91 £41.88
Median hourly rate £55.25 £42.25 £62.50
Median % change year-on-year +30.77% -32.40% -3.85%
75th Percentile £74.82 £55.00 £71.88
90th Percentile £83.88 £71.48 £77.50
UK median hourly rate £55.00 £40.00 £60.00
% change year-on-year +37.50% -33.33% -7.69%

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 11,161 8,186 11,102
As % of all contract IT jobs advertised in England 26.61% 33.99% 30.18%
Number of daily rates quoted 7,327 5,658 8,007
10th Percentile £358 £358 £350
25th Percentile £419 £413 £425
Median daily rate (50th Percentile) £513 £525 £540
Median % change year-on-year -2.38% -2.78% -4.26%
75th Percentile £613 £638 £650
90th Percentile £725 £775 £775
UK median daily rate £500 £513 £525
% change year-on-year -2.44% -2.38% -4.55%
Number of hourly rates quoted 530 196 468
10th Percentile £37.25 £28.30 £35.50
25th Percentile £55.00 £35.75 £48.43
Median hourly rate £65.00 £61.75 £62.50
Median % change year-on-year +5.26% -1.20% -
75th Percentile £70.00 £68.75 £70.00
90th Percentile £79.00 £85.00 £78.23
UK median hourly rate £65.00 £57.50 £62.00
% change year-on-year +13.04% -7.26% -0.80%

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 June 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 June 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 June 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 2,541 £550 -4.35% 1,740
North of England +10 751 £481 -1.16% 482
Yorkshire +2 422 £488 -2.50% 134
South East -5 394 £525 +5.00% 609
North West +4 258 £486 +2.24% 269
South West +1 250 £500 -13.04% 249
Midlands -15 232 £484 +7.64% 208
West Midlands -14 182 £479 +6.47% 108
East of England -9 127 £500 - 229
North East +10 83 £475 +8.57% 81
East Midlands -17 49 £495 +16.47% 99
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
1 245 (5.53%) Apache Spark
2 200 (4.51%) Apache Airflow
3 153 (3.45%) Apache
4 119 (2.69%) Confluence
5 44 (0.99%) Jupyter
6 40 (0.90%) SAS
7 38 (0.86%) SharePoint
8 16 (0.36%) OpenStack
9 15 (0.34%) Palantir Foundry
10 13 (0.29%) IIS
10 13 (0.29%) Microsoft Exchange
11 11 (0.25%) nginx
12 10 (0.23%) Appian
13 8 (0.18%) Apache Superset
13 8 (0.18%) ArcGIS
14 7 (0.16%) Camunda
14 7 (0.16%) CMS
15 6 (0.14%) CICS
15 6 (0.14%) Tomcat
16 5 (0.11%) WebSphere Application Server
Applications
1 98 (2.21%) Microsoft Excel
2 27 (0.61%) Chatbot
3 21 (0.47%) Microsoft Office
4 18 (0.41%) Microsoft PowerPoint
4 18 (0.41%) Spreadsheet
5 17 (0.38%) MS Visio
6 8 (0.18%) CPLEX
7 4 (0.090%) Microsoft Project
8 3 (0.068%) LaTeX
9 1 (0.023%) OrCAD
9 1 (0.023%) SPSS
9 1 (0.023%) Weka
9 1 (0.023%) Zemax
Business Applications
1 23 (0.52%) Aladdin
2 17 (0.38%) SAP S/4HANA
3 7 (0.16%) Remedy ITSM
3 7 (0.16%) SAP IBP
4 6 (0.14%) Fidessa
4 6 (0.14%) Oracle EBS
5 5 (0.11%) BambooHR
6 3 (0.068%) Bloomberg AIM
6 3 (0.068%) Oracle ERP
6 3 (0.068%) SimCorp Dimension
7 2 (0.045%) Front Arena
7 2 (0.045%) Global One
7 2 (0.045%) Oracle Assets
7 2 (0.045%) Orchestrade
7 2 (0.045%) Teamcenter
8 1 (0.023%) Endur
8 1 (0.023%) IBM Planning Analytics
8 1 (0.023%) NetSuite
8 1 (0.023%) Oracle Applications
8 1 (0.023%) SAP APO
Cloud Services
1 1,683 (37.98%) AWS
2 1,508 (34.03%) Azure
3 657 (14.83%) GCP
4 535 (12.07%) GitHub
5 439 (9.91%) Power Platform
6 374 (8.44%) Serverless
7 326 (7.36%) Azure DevOps
8 316 (7.13%) Amazon S3
9 300 (6.77%) GitHub Actions
10 273 (6.16%) AWS Lambda
11 235 (5.30%) Azure Data Factory
12 206 (4.65%) Snowflake
13 166 (3.75%) dbt
14 149 (3.36%) Azure Synapse Analytics
15 136 (3.07%) OpenShift
16 129 (2.91%) AWS CloudFormation
17 121 (2.73%) Amazon EKS
18 116 (2.62%) Amazon CloudWatch
19 101 (2.28%) Amazon EC2
20 89 (2.01%) Amazon ECS
Communications & Networking
1 178 (4.02%) Firewall
2 129 (2.91%) DNS
3 93 (2.10%) Network Security
4 89 (2.01%) WAN
5 83 (1.87%) TCP/IP
6 81 (1.83%) BGP
7 71 (1.60%) VPN
8 50 (1.13%) BIG-IP
8 50 (1.13%) OSPF
9 49 (1.11%) HTTP
10 42 (0.95%) SD-WAN
11 41 (0.93%) VXLAN
12 38 (0.86%) SSL
13 33 (0.74%) VLAN
14 32 (0.72%) SAN
15 31 (0.70%) DHCP
16 30 (0.68%) Ethernet VPN
16 30 (0.68%) F5 BIG-IP LTM
16 30 (0.68%) SNMP
17 29 (0.65%) LAN
Database & Business Intelligence
1 376 (8.49%) Power BI
2 279 (6.30%) PostgreSQL
3 242 (5.46%) Data Warehouse
4 237 (5.35%) SQL Server
5 193 (4.36%) Data Lake
6 170 (3.84%) Tableau
7 149 (3.36%) NoSQL
8 143 (3.23%) Relational Database
9 131 (2.96%) Metadata
10 122 (2.75%) Delta Lake
11 118 (2.66%) BigQuery
12 113 (2.55%) Big Data
13 104 (2.35%) Amazon Athena
14 94 (2.12%) Amazon Redshift
15 86 (1.94%) MongoDB
16 79 (1.78%) Amazon RDS
17 69 (1.56%) DynamoDB
18 65 (1.47%) Azure SQL Database
19 62 (1.40%) MySQL
20 57 (1.29%) Snowflake Schema
Development Applications
1 497 (11.22%) Git
2 386 (8.71%) Jenkins
3 315 (7.11%) GitLab
4 233 (5.26%) JIRA
5 63 (1.42%) MLflow
5 63 (1.42%) Selenium
6 50 (1.13%) Postman
7 31 (0.70%) Cucumber
8 30 (0.68%) Artifactory
9 29 (0.65%) Cypress.io
9 29 (0.65%) JMeter
10 27 (0.61%) Bitbucket
11 25 (0.56%) SonarQube
12 21 (0.47%) Maven
12 21 (0.47%) Robot Framework
13 20 (0.45%) REST Assured
14 19 (0.43%) Gatling
14 19 (0.43%) JUnit
14 19 (0.43%) Sonatype Nexus
15 14 (0.32%) SpecFlow
General
1 973 (21.96%) Social Skills
2 962 (21.71%) Finance
3 618 (13.95%) Analytical Skills
4 391 (8.82%) Public Sector
5 337 (7.61%) Banking
6 179 (4.04%) Front Office
7 113 (2.55%) Documentation Skills
8 101 (2.28%) Investment Banking
9 68 (1.53%) Marketing
10 65 (1.47%) Inclusion and Diversity
11 56 (1.26%) Retail
12 54 (1.22%) Pharmaceutical
13 42 (0.95%) Legal
13 42 (0.95%) Telecoms
14 36 (0.81%) Financial Institution
14 36 (0.81%) Publishing
15 34 (0.77%) Influencing Skills
16 29 (0.65%) Military
17 28 (0.63%) Manufacturing
18 26 (0.59%) Presentation Skills
Job Titles
1 793 (17.90%) Developer
2 689 (15.55%) Data Engineer
3 644 (14.53%) Senior
4 395 (8.91%) Python Developer
5 316 (7.13%) Lead
6 290 (6.54%) Architect
7 242 (5.46%) DevOps Engineer
8 233 (5.26%) Software Engineer
9 231 (5.21%) Analyst
10 220 (4.97%) Python Engineer
11 199 (4.49%) Artificial Intelligence Engineer
12 175 (3.95%) Data Scientist
13 173 (3.90%) AWS Engineer
14 145 (3.27%) Senior Developer
15 134 (3.02%) Azure Engineer
15 134 (3.02%) Senior Data Engineer
16 125 (2.82%) Data Analyst
17 120 (2.71%) Full-Stack Developer
18 119 (2.69%) Security Engineer
19 111 (2.51%) Platform Engineer
Libraries, Frameworks & Software Standards
1 344 (7.76%) REST
2 321 (7.24%) React
3 303 (6.84%) PySpark
4 279 (6.30%) Kafka
5 203 (4.58%) .NET
6 183 (4.13%) Node.js
7 179 (4.04%) Pandas
8 153 (3.45%) JSON
9 146 (3.29%) PyTorch
10 144 (3.25%) RESTful
11 141 (3.18%) FastAPI
12 115 (2.60%) Django
13 107 (2.41%) TensorFlow
14 103 (2.32%) LangChain
15 102 (2.30%) scikit-learn
16 101 (2.28%) NumPy
17 98 (2.21%) AngularJS
18 95 (2.14%) YAML
19 93 (2.10%) LDAP
20 92 (2.08%) Flask
Miscellaneous
1 533 (12.03%) Cloud Native
2 207 (4.67%) Distributed Systems
3 122 (2.75%) AI Agents
4 121 (2.73%) Data Centre
5 117 (2.64%) Algorithms
6 115 (2.60%) Product Ownership
7 111 (2.51%) Onboarding
8 105 (2.37%) Data Protection Act
9 104 (2.35%) Equities
10 102 (2.30%) Derivative
11 98 (2.21%) Data Structures
11 98 (2.21%) Fixed Income
12 88 (1.99%) Management Information System
13 87 (1.96%) Legacy Systems
13 87 (1.96%) Security Posture
14 85 (1.92%) Hybrid Cloud
15 79 (1.78%) Enterprise Software
16 53 (1.20%) Public Cloud
17 48 (1.08%) Greenfield Project
18 44 (0.99%) Self-Motivation
Operating Systems
1 521 (11.76%) Linux
2 247 (5.57%) Windows
3 179 (4.04%) Unix
4 92 (2.08%) Red Hat Enterprise Linux
5 63 (1.42%) Windows Server
6 39 (0.88%) Ubuntu
7 27 (0.61%) VMS
8 24 (0.54%) AIX
8 24 (0.54%) Android
9 22 (0.50%) Solaris
10 20 (0.45%) CentOS
11 16 (0.36%) Apple iOS
12 11 (0.25%) zOS
13 10 (0.23%) Mac OS
14 7 (0.16%) Debian
15 6 (0.14%) Rocky
15 6 (0.14%) Windows Server 2019
16 5 (0.11%) Amazon Linux
17 4 (0.090%) Embedded Linux
18 3 (0.068%) Windows Server 2008
Processes & Methodologies
1 1,649 (37.22%) CI/CD
2 1,219 (27.51%) DevOps
3 1,055 (23.81%) AI
4 934 (21.08%) Agile
5 923 (20.83%) Analytics
6 795 (17.94%) Problem-Solving
7 768 (17.33%) Infrastructure as Code
8 765 (17.26%) Data Pipeline
9 674 (15.21%) Machine Learning
10 637 (14.38%) Data Engineering
11 607 (13.70%) Data Modelling
12 596 (13.45%) ETL
13 595 (13.43%) Containerisation
14 571 (12.89%) Software Engineering
15 503 (11.35%) Data Science
16 454 (10.25%) Observability
17 452 (10.20%) Test Automation
18 433 (9.77%) Business Intelligence
19 388 (8.76%) LLM
20 366 (8.26%) Migration
Programming Languages
1 1,525 (34.42%) SQL
2 686 (15.48%) Java
3 563 (12.71%) PowerShell
4 488 (11.01%) Bash
5 392 (8.85%) JavaScript
6 306 (6.91%) TypeScript
7 295 (6.66%) C#
8 176 (3.97%) Go
9 141 (3.18%) R
10 115 (2.60%) Scala
11 114 (2.57%) C++
12 97 (2.19%) Shell Script
13 68 (1.53%) Bicep
14 56 (1.26%) PL/SQL
14 56 (1.26%) Ruby
15 52 (1.17%) C
16 49 (1.11%) Perl
17 48 (1.08%) T-SQL
18 44 (0.99%) Data Analysis Expressions
19 43 (0.97%) Groovy
Qualifications
1 979 (22.09%) Security Cleared
2 789 (17.81%) SC Cleared
3 350 (7.90%) Degree
4 150 (3.39%) Computer Science Degree
5 134 (3.02%) DV Cleared
6 97 (2.19%) Azure Certification
7 95 (2.14%) BPSS Clearance
8 83 (1.87%) CISSP
9 78 (1.76%) AWS Certification
10 60 (1.35%) Cisco Certification
11 59 (1.33%) Master's Degree
12 39 (0.88%) CCNP
13 37 (0.84%) CISM
14 31 (0.70%) PhD
15 30 (0.68%) VMware Certified Professional (VCP)
16 25 (0.56%) Microsoft Certification
17 24 (0.54%) ISTQB
18 20 (0.45%) AWS Certified Solutions Architect
18 20 (0.45%) CCIE
19 17 (0.38%) CCNA
Quality Assurance & Compliance
1 439 (9.91%) Data Quality
2 190 (4.29%) QA
3 132 (2.98%) GDPR
4 94 (2.12%) NIST
5 88 (1.99%) ISO/IEC 27001
6 52 (1.17%) Accessibility
7 27 (0.61%) Sarbanes-Oxley
7 27 (0.61%) SLA
8 23 (0.52%) HIPAA
8 23 (0.52%) PCI DSS
9 15 (0.34%) Actionable Recommendations
9 15 (0.34%) WCAG
10 11 (0.25%) NCSC
10 11 (0.25%) SOC 2
11 10 (0.23%) Cyber Essentials
12 9 (0.20%) ISO 20022
13 8 (0.18%) California Consumer Privacy Act
14 7 (0.16%) GRC
15 6 (0.14%) PSD2
16 5 (0.11%) PMO
System Software
1 701 (15.82%) Docker
2 140 (3.16%) Active Directory
3 82 (1.85%) VMware Infrastructure
4 64 (1.44%) Virtual Machines
5 35 (0.79%) vSphere
6 32 (0.72%) VMware NSX
7 27 (0.61%) Firmware
8 20 (0.45%) Hyper-V
9 16 (0.36%) VMware ESXi
10 14 (0.32%) KVM
11 13 (0.29%) NFS
12 10 (0.23%) Squid
13 8 (0.18%) HDFS
13 8 (0.18%) Virtual Desktop
14 7 (0.16%) Oracle RAC
14 7 (0.16%) Postfix
15 5 (0.11%) SRDF
16 4 (0.090%) Ceph
16 4 (0.090%) Slurm Workload Manager
16 4 (0.090%) Varnish
Systems Management
1 924 (20.85%) Terraform
2 808 (18.24%) Kubernetes
3 461 (10.40%) Ansible
4 254 (5.73%) Grafana
5 224 (5.06%) Prometheus
6 64 (1.44%) Puppet
7 50 (1.13%) Argo
8 36 (0.81%) Istio
9 33 (0.74%) Progress Chef
10 31 (0.70%) vCenter Server
11 30 (0.68%) Kibana
12 26 (0.59%) Control-M
13 24 (0.54%) Nessus
14 21 (0.47%) Nagios
14 21 (0.47%) vRealize
15 20 (0.45%) HAProxy
15 20 (0.45%) ZABBIX
16 17 (0.38%) Microsoft Intune
16 17 (0.38%) Single Sign-On
16 17 (0.38%) Tivoli
Vendors
1 501 (11.31%) Microsoft
2 474 (10.70%) Databricks
3 227 (5.12%) Google
4 213 (4.81%) Oracle
5 187 (4.22%) Splunk
6 128 (2.89%) VMware
7 119 (2.69%) Red Hat
8 110 (2.48%) OpenAI
9 100 (2.26%) Cisco
10 87 (1.96%) ServiceNow
11 84 (1.90%) CyberArk
12 75 (1.69%) BeyondTrust
13 74 (1.67%) F5
14 69 (1.56%) Dynatrace
14 69 (1.56%) Palo Alto
15 57 (1.29%) IBM
16 54 (1.22%) Informatica
17 50 (1.13%) Foundry
18 45 (1.02%) Arista
19 44 (0.99%) SAP