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

6 months to
18 Jul 2026
Same period 2025 Same period 2024
Rank 14 10 14
Rank change year-on-year -4 +4 -3
Contract jobs citing Python 4,751 3,532 3,559
As % of all contract jobs in England 10.56% 12.97% 9.86%
As % of the Programming Languages category 39.74% 39.21% 31.85%
Number of daily rates quoted 3,161 2,449 2,664
10th Percentile £368 £364 £375
25th Percentile £436 £438 £463
Median daily rate (50th Percentile) £530 £550 £575
Median % change year-on-year -3.64% -4.35% -4.17%
75th Percentile £638 £675 £719
90th Percentile £750 £801 £850
UK median daily rate £525 £535 £560
% change year-on-year -1.87% -4.46% -6.67%
Number of hourly rates quoted 106 58 103
10th Percentile £29.25 £32.74 £22.00
25th Percentile £42.83 £36.25 £41.25
Median hourly rate £57.50 £50.72 £65.00
Median % change year-on-year +13.37% -21.97% -0.76%
75th Percentile £77.50 £58.75 £71.88
90th Percentile £88.75 £76.11 £77.50
UK median hourly rate £55.00 £50.00 £61.00
% change year-on-year +10.00% -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 11,956 9,007 11,173
As % of all contract IT jobs advertised in England 26.57% 33.08% 30.95%
Number of daily rates quoted 7,787 6,203 8,043
10th Percentile £361 £350 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £520 £518 £540
Median % change year-on-year +0.48% -4.17% -1.82%
75th Percentile £619 £638 £650
90th Percentile £738 £775 £788
UK median daily rate £513 £505 £525
% change year-on-year +1.49% -3.81% -4.55%
Number of hourly rates quoted 492 228 436
10th Percentile £34.02 £29.07 £35.52
25th Percentile £55.00 £38.97 £51.25
Median hourly rate £65.00 £59.50 £65.00
Median % change year-on-year +9.24% -8.46% +3.59%
75th Percentile £70.25 £68.00 £70.00
90th Percentile £82.13 £83.42 £75.00
UK median hourly rate £65.00 £57.13 £62.50
% change year-on-year +13.79% -8.60% -

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 18 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 18 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 18 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 -4 2,722 £560 -2.61% 1,033
North of England +5 784 £490 +3.16% 332
South East -9 445 £537 +7.40% 456
Yorkshire +2 420 £500 +2.04% 94
North West +2 289 £525 +10.53% 175
South West 0 288 £500 -9.09% 177
Midlands -14 258 £476 +5.78% 174
West Midlands -15 208 £475 +5.56% 91
East of England -13 134 £500 -0.50% 160
North East +4 88 £425 -2.86% 66
East Midlands -9 49 £485 +8.50% 82
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
1 252 (5.30%) Apache Spark
2 239 (5.03%) Apache Airflow
3 179 (3.77%) Apache
4 148 (3.12%) Confluence
5 48 (1.01%) SAS
6 47 (0.99%) Jupyter
7 43 (0.91%) SharePoint
8 23 (0.48%) OpenStack
9 18 (0.38%) Palantir Foundry
10 16 (0.34%) ArcGIS
11 15 (0.32%) nginx
12 14 (0.29%) Microsoft Exchange
13 11 (0.23%) IIS
14 9 (0.19%) CMS
15 8 (0.17%) Apache Superset
16 6 (0.13%) Camunda
16 6 (0.13%) CICS
16 6 (0.13%) Tomcat
17 5 (0.11%) WebSphere
17 5 (0.11%) WebSphere Application Server
Applications
1 107 (2.25%) Microsoft Excel
2 26 (0.55%) Chatbot
2 26 (0.55%) Microsoft Office
3 22 (0.46%) Microsoft PowerPoint
4 19 (0.40%) Spreadsheet
5 18 (0.38%) MS Visio
6 15 (0.32%) CPLEX
7 2 (0.042%) Microsoft Project
8 1 (0.021%) OrCAD
8 1 (0.021%) Simulink
8 1 (0.021%) SPSS
8 1 (0.021%) Weka
8 1 (0.021%) Zemax
Business Applications
1 24 (0.51%) Aladdin
2 20 (0.42%) SAP S/4HANA
3 11 (0.23%) Remedy ITSM
4 8 (0.17%) Oracle EBS
5 7 (0.15%) Dynamics CRM
5 7 (0.15%) SAP IBP
6 6 (0.13%) NetSuite
7 5 (0.11%) BambooHR
7 5 (0.11%) Sage X3
8 4 (0.084%) Oracle ERP
9 3 (0.063%) Salesforce CRM
9 3 (0.063%) SimCorp Dimension
10 2 (0.042%) Bloomberg AIM
10 2 (0.042%) Endur
10 2 (0.042%) Fidessa
10 2 (0.042%) Global One
10 2 (0.042%) Oracle Assets
10 2 (0.042%) Orchestrade
10 2 (0.042%) Remedy AR System
10 2 (0.042%) Teamcenter
Cloud Services
1 1,809 (38.08%) AWS
2 1,627 (34.25%) Azure
3 692 (14.57%) GCP
4 558 (11.74%) GitHub
5 447 (9.41%) Power Platform
6 405 (8.52%) Serverless
7 364 (7.66%) Amazon S3
8 348 (7.32%) Azure DevOps
9 323 (6.80%) GitHub Actions
10 304 (6.40%) AWS Lambda
11 243 (5.11%) Snowflake
12 220 (4.63%) Azure Data Factory
13 201 (4.23%) dbt
14 146 (3.07%) AWS CloudFormation
15 141 (2.97%) Azure Synapse Analytics
16 140 (2.95%) Amazon CloudWatch
16 140 (2.95%) Amazon EKS
17 137 (2.88%) OpenShift
18 108 (2.27%) Amazon EC2
19 105 (2.21%) Entra ID
Communications & Networking
1 232 (4.88%) Firewall
2 162 (3.41%) DNS
3 122 (2.57%) TCP/IP
4 113 (2.38%) BGP
5 109 (2.29%) WAN
6 100 (2.10%) VPN
7 98 (2.06%) Network Security
8 67 (1.41%) OSPF
9 53 (1.12%) DHCP
10 51 (1.07%) BIG-IP
11 49 (1.03%) SD-WAN
11 49 (1.03%) VLAN
12 44 (0.93%) HTTP
12 44 (0.93%) VXLAN
13 42 (0.88%) F5 BIG-IP LTM
14 39 (0.82%) LAN
14 39 (0.82%) MPLS
15 37 (0.78%) SNMP
16 36 (0.76%) SSL
17 34 (0.72%) SAN
Database & Business Intelligence
1 393 (8.27%) Power BI
2 300 (6.31%) PostgreSQL
3 285 (6.00%) Data Warehouse
4 214 (4.50%) SQL Server
5 183 (3.85%) Tableau
6 176 (3.70%) Data Lake
7 152 (3.20%) Metadata
8 146 (3.07%) Relational Database
9 144 (3.03%) NoSQL
10 136 (2.86%) BigQuery
11 120 (2.53%) Amazon Redshift
11 120 (2.53%) Big Data
12 115 (2.42%) Amazon Athena
13 106 (2.23%) Delta Lake
14 96 (2.02%) MongoDB
15 94 (1.98%) Amazon RDS
16 85 (1.79%) DynamoDB
17 63 (1.33%) Snowflake Schema
18 59 (1.24%) MySQL
19 57 (1.20%) Redis
Development Applications
1 562 (11.83%) Git
2 410 (8.63%) Jenkins
3 338 (7.11%) GitLab
4 264 (5.56%) JIRA
5 64 (1.35%) Selenium
6 59 (1.24%) MLflow
7 38 (0.80%) Bitbucket
8 35 (0.74%) Postman
9 30 (0.63%) JMeter
10 29 (0.61%) Artifactory
11 28 (0.59%) SonarQube
12 27 (0.57%) Cucumber
13 26 (0.55%) Cypress.io
14 23 (0.48%) Maven
15 22 (0.46%) REST Assured
16 21 (0.44%) Gatling
16 21 (0.44%) JUnit
17 19 (0.40%) Sonatype Nexus
18 16 (0.34%) Zephyr
19 15 (0.32%) Claude Code
General
1 1,039 (21.87%) Finance
2 1,035 (21.78%) Social Skills
3 682 (14.35%) Analytical Skills
4 466 (9.81%) Public Sector
5 372 (7.83%) Banking
6 189 (3.98%) Front Office
7 108 (2.27%) Documentation Skills
8 103 (2.17%) Investment Banking
9 89 (1.87%) Inclusion and Diversity
10 87 (1.83%) Retail
11 72 (1.52%) Marketing
12 58 (1.22%) Pharmaceutical
13 56 (1.18%) Telecoms
14 45 (0.95%) Legal
15 43 (0.91%) Financial Institution
16 41 (0.86%) Publishing
17 39 (0.82%) Military
18 37 (0.78%) Influencing Skills
19 28 (0.59%) Aerospace
20 27 (0.57%) Manufacturing
Job Titles
1 811 (17.07%) Developer
2 740 (15.58%) Senior
3 727 (15.30%) Data Engineer
4 413 (8.69%) Python Developer
5 397 (8.36%) Lead
6 278 (5.85%) DevOps Engineer
7 270 (5.68%) Python Engineer
8 264 (5.56%) Architect
9 262 (5.51%) Software Engineer
10 253 (5.33%) Analyst
11 213 (4.48%) Artificial Intelligence Engineer
12 186 (3.91%) AWS Engineer
13 185 (3.89%) Data Scientist
14 153 (3.22%) Senior Developer
15 144 (3.03%) Senior Data Engineer
16 142 (2.99%) Azure Engineer
17 141 (2.97%) Platform Engineer
18 136 (2.86%) Cloud Engineer
19 130 (2.74%) Data Analyst
20 110 (2.32%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 348 (7.32%) REST
2 318 (6.69%) React
3 314 (6.61%) Kafka
4 308 (6.48%) PySpark
5 206 (4.34%) .NET
6 180 (3.79%) Node.js
7 171 (3.60%) JSON
8 168 (3.54%) Pandas
9 166 (3.49%) FastAPI
10 161 (3.39%) RESTful
11 151 (3.18%) Django
12 134 (2.82%) PyTorch
13 120 (2.53%) LangChain
14 100 (2.10%) NumPy
15 97 (2.04%) scikit-learn
16 93 (1.96%) TensorFlow
17 92 (1.94%) Flask
17 92 (1.94%) OpenTelemetry
18 90 (1.89%) YAML
19 89 (1.87%) Spring
Miscellaneous
1 641 (13.49%) Cloud Native
2 265 (5.58%) Distributed Systems
3 166 (3.49%) Onboarding
4 160 (3.37%) AI Agents
5 140 (2.95%) Data Centre
6 120 (2.53%) Product Ownership
7 118 (2.48%) Algorithms
8 111 (2.34%) Hybrid Cloud
9 109 (2.29%) Legacy Systems
10 107 (2.25%) Data Structures
11 104 (2.19%) Data Protection Act
11 104 (2.19%) Fixed Income
12 101 (2.13%) Derivative
13 92 (1.94%) Equities
14 83 (1.75%) Management Information System
15 77 (1.62%) Security Posture
16 54 (1.14%) Public Cloud
17 52 (1.09%) Self-Motivation
18 49 (1.03%) Greenfield Project
18 49 (1.03%) PKI
Operating Systems
1 575 (12.10%) Linux
2 280 (5.89%) Windows
3 179 (3.77%) Unix
4 111 (2.34%) Red Hat Enterprise Linux
5 62 (1.30%) Windows Server
6 36 (0.76%) Ubuntu
7 28 (0.59%) VMS
8 24 (0.51%) AIX
9 22 (0.46%) Android
10 15 (0.32%) Apple iOS
11 14 (0.29%) CentOS
11 14 (0.29%) Solaris
12 11 (0.23%) zOS
13 8 (0.17%) Mac OS
14 7 (0.15%) Windows Server 2019
15 6 (0.13%) Amazon Linux
15 6 (0.13%) Debian
15 6 (0.13%) Embedded Linux
16 5 (0.11%) Rocky
17 4 (0.084%) Windows 10
Processes & Methodologies
1 1,803 (37.95%) CI/CD
2 1,335 (28.10%) DevOps
3 1,168 (24.58%) AI
4 1,068 (22.48%) Agile
5 1,004 (21.13%) Analytics
6 888 (18.69%) Infrastructure as Code
7 862 (18.14%) Data Pipeline
8 795 (16.73%) Problem-Solving
9 754 (15.87%) Machine Learning
10 712 (14.99%) Data Engineering
11 689 (14.50%) Software Engineering
12 643 (13.53%) Containerisation
13 638 (13.43%) Data Modelling
14 593 (12.48%) ETL
15 548 (11.53%) Data Science
16 533 (11.22%) Observability
17 477 (10.04%) Test Automation
18 463 (9.75%) Business Intelligence
19 444 (9.35%) Continuous Improvement
20 425 (8.95%) LLM
Programming Languages
1 1,577 (33.19%) SQL
2 698 (14.69%) Java
3 608 (12.80%) PowerShell
4 595 (12.52%) Bash
5 376 (7.91%) JavaScript
6 343 (7.22%) TypeScript
7 281 (5.91%) C#
8 190 (4.00%) Go
9 144 (3.03%) R
10 113 (2.38%) Scala
11 109 (2.29%) C++
12 103 (2.17%) Shell Script
13 83 (1.75%) Bicep
14 52 (1.09%) PL/SQL
14 52 (1.09%) Rust
15 51 (1.07%) C
16 49 (1.03%) Groovy
17 48 (1.01%) Ruby
18 47 (0.99%) Data Analysis Expressions
18 47 (0.99%) Perl
Qualifications
1 1,051 (22.12%) Security Cleared
2 831 (17.49%) SC Cleared
3 373 (7.85%) Degree
4 171 (3.60%) DV Cleared
5 138 (2.90%) Computer Science Degree
6 109 (2.29%) AWS Certification
6 109 (2.29%) BPSS Clearance
7 106 (2.23%) Azure Certification
8 85 (1.79%) CISSP
9 76 (1.60%) Cisco Certification
10 67 (1.41%) Master's Degree
11 47 (0.99%) CCNP
12 35 (0.74%) CISM
12 35 (0.74%) Microsoft Certification
13 32 (0.67%) VMware Certified Professional (VCP)
14 30 (0.63%) CCIE
14 30 (0.63%) PhD
15 25 (0.53%) AWS Certified Solutions Architect
16 23 (0.48%) DBS Check
17 20 (0.42%) AWS Certified DevOps Engineer
Quality Assurance & Compliance
1 482 (10.15%) Data Quality
2 205 (4.31%) QA
3 114 (2.40%) GDPR
4 103 (2.17%) NIST
5 100 (2.10%) ISO/IEC 27001
6 75 (1.58%) Accessibility
7 26 (0.55%) WCAG
8 25 (0.53%) SLA
9 22 (0.46%) HIPAA
10 21 (0.44%) NCSC
10 21 (0.44%) PCI DSS
11 20 (0.42%) Sarbanes-Oxley
12 18 (0.38%) Actionable Recommendations
13 11 (0.23%) SOC 2
14 9 (0.19%) California Consumer Privacy Act
15 8 (0.17%) GRC
16 7 (0.15%) ISO 20022
17 6 (0.13%) Cyber Essentials
18 5 (0.11%) NIST 800
18 5 (0.11%) PMO
System Software
1 775 (16.31%) Docker
2 124 (2.61%) Active Directory
3 101 (2.13%) VMware Infrastructure
4 67 (1.41%) Virtual Machines
5 41 (0.86%) vSphere
6 36 (0.76%) VMware NSX
7 30 (0.63%) Hyper-V
8 26 (0.55%) Firmware
9 22 (0.46%) VMware ESXi
10 14 (0.29%) NFS
11 12 (0.25%) KVM
12 10 (0.21%) Oracle RAC
13 9 (0.19%) Squid
13 9 (0.19%) Virtual Desktop
14 7 (0.15%) HDFS
14 7 (0.15%) Postfix
15 5 (0.11%) SRDF
16 4 (0.084%) Ceph
16 4 (0.084%) Slurm Workload Manager
16 4 (0.084%) Varnish
Systems Management
1 1,066 (22.44%) Terraform
2 897 (18.88%) Kubernetes
3 522 (10.99%) Ansible
4 290 (6.10%) Grafana
5 238 (5.01%) Prometheus
6 73 (1.54%) Puppet
7 65 (1.37%) Argo
8 48 (1.01%) Progress Chef
9 37 (0.78%) vCenter Server
10 26 (0.55%) Control-M
10 26 (0.55%) Kibana
11 25 (0.53%) Istio
12 24 (0.51%) Microsoft Intune
12 24 (0.51%) Nessus
13 23 (0.48%) Nagios
13 23 (0.48%) ZABBIX
14 21 (0.44%) vRealize
15 18 (0.38%) IBM Guardium
16 17 (0.36%) HAProxy
16 17 (0.36%) Tivoli
Vendors
1 554 (11.66%) Microsoft
2 474 (9.98%) Databricks
3 261 (5.49%) Google
4 212 (4.46%) Oracle
5 186 (3.91%) Splunk
6 135 (2.84%) VMware
7 127 (2.67%) Cisco
8 119 (2.50%) OpenAI
9 105 (2.21%) ServiceNow
10 93 (1.96%) Red Hat
11 88 (1.85%) F5
12 81 (1.70%) Palo Alto
13 79 (1.66%) Dynatrace
14 66 (1.39%) Informatica
15 64 (1.35%) CyberArk
15 64 (1.35%) Fortinet
15 64 (1.35%) IBM
16 56 (1.18%) Foundry
17 52 (1.09%) Arista
18 48 (1.01%) SAP