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

6 months to
30 Jun 2026
Same period 2025 Same period 2024
Rank 12 10 14
Rank change year-on-year -2 +4 -2
Contract jobs citing Python 4,645 3,365 3,658
As % of all contract jobs in England 10.61% 13.19% 9.85%
As % of the Programming Languages category 39.71% 39.08% 32.07%
Number of daily rates quoted 3,102 2,360 2,675
10th Percentile £366 £375 £375
25th Percentile £430 £447 £463
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% -4.17%
75th Percentile £626 £675 £710
90th Percentile £750 £825 £850
UK median daily rate £525 £538 £560
% change year-on-year -2.33% -4.02% -6.67%
Number of hourly rates quoted 101 52 105
10th Percentile £28.50 £27.57 £22.00
25th Percentile £41.94 £34.54 £46.25
Median hourly rate £55.00 £50.00 £65.00
Median % change year-on-year +10.00% -23.08% -
75th Percentile £74.26 £55.00 £71.88
90th Percentile £85.00 £63.70 £77.50
UK median hourly rate £54.00 £45.00 £62.00
% change year-on-year +20.00% -27.42% -4.62%

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 11,697 8,610 11,407
As % of all contract IT jobs advertised in England 26.73% 33.76% 30.72%
Number of daily rates quoted 7,613 5,945 8,152
10th Percentile £360 £355 £350
25th Percentile £425 £413 £425
Median daily rate (50th Percentile) £518 £520 £543
Median % change year-on-year -0.48% -4.15% -1.36%
75th Percentile £614 £638 £650
90th Percentile £725 £775 £788
UK median daily rate £510 £511 £525
% change year-on-year -0.10% -2.76% -4.55%
Number of hourly rates quoted 509 211 484
10th Percentile £35.25 £28.18 £35.60
25th Percentile £55.00 £36.13 £50.47
Median hourly rate £65.00 £56.75 £64.50
Median % change year-on-year +14.54% -12.02% +3.20%
75th Percentile £70.00 £68.00 £70.00
90th Percentile £78.80 £82.96 £75.88
UK median hourly rate £65.00 £55.00 £62.50
% change year-on-year +18.18% -12.00% +1.46%

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 30 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 30 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 30 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 2,669 £550 -4.35% 1,007
North of England +10 789 £488 +1.56% 337
Yorkshire +2 432 £500 - 100
South East -6 427 £525 +3.96% 552
North West +4 279 £491 +3.37% 177
South West -3 260 £500 -9.09% 182
Midlands -14 238 £476 +3.70% 167
West Midlands -16 190 £472 -0.63% 89
East of England -13 130 £500 -0.50% 161
North East +9 90 £450 +5.88% 63
East Midlands -13 47 £495 +10.31% 78
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
1 250 (5.38%) Apache Spark
2 225 (4.84%) Apache Airflow
3 162 (3.49%) Apache
4 134 (2.88%) Confluence
5 50 (1.08%) Jupyter
6 47 (1.01%) SAS
7 46 (0.99%) SharePoint
8 19 (0.41%) OpenStack
9 18 (0.39%) Palantir Foundry
10 15 (0.32%) Microsoft Exchange
11 12 (0.26%) nginx
12 11 (0.24%) ArcGIS
12 11 (0.24%) IIS
13 8 (0.17%) Apache Superset
14 7 (0.15%) Appian
15 6 (0.13%) Camunda
15 6 (0.13%) CICS
15 6 (0.13%) CMS
15 6 (0.13%) Tomcat
16 5 (0.11%) WebSphere Application Server
Applications
1 100 (2.15%) Microsoft Excel
2 30 (0.65%) Chatbot
3 26 (0.56%) Microsoft Office
4 21 (0.45%) Microsoft PowerPoint
5 20 (0.43%) MS Visio
6 18 (0.39%) Spreadsheet
7 14 (0.30%) CPLEX
8 4 (0.086%) Microsoft Project
9 2 (0.043%) LaTeX
10 1 (0.022%) OrCAD
10 1 (0.022%) SPSS
10 1 (0.022%) Weka
10 1 (0.022%) 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%) Oracle EBS
4 7 (0.15%) SAP IBP
5 6 (0.13%) Dynamics CRM
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 (0.065%) Bloomberg AIM
8 3 (0.065%) SimCorp Dimension
9 2 (0.043%) Endur
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 1,772 (38.15%) AWS
2 1,604 (34.53%) Azure
3 695 (14.96%) GCP
4 538 (11.58%) GitHub
5 448 (9.64%) Power Platform
6 407 (8.76%) Serverless
7 349 (7.51%) Amazon S3
8 344 (7.41%) Azure DevOps
9 301 (6.48%) GitHub Actions
10 299 (6.44%) AWS Lambda
11 229 (4.93%) Azure Data Factory
12 227 (4.89%) Snowflake
13 190 (4.09%) dbt
14 147 (3.16%) Azure Synapse Analytics
15 140 (3.01%) AWS CloudFormation
16 136 (2.93%) OpenShift
17 129 (2.78%) Amazon CloudWatch
18 127 (2.73%) Amazon EKS
19 108 (2.33%) Amazon EC2
20 96 (2.07%) Entra ID
Communications & Networking
1 211 (4.54%) Firewall
2 139 (2.99%) DNS
3 106 (2.28%) WAN
4 103 (2.22%) BGP
5 99 (2.13%) TCP/IP
6 95 (2.05%) Network Security
7 90 (1.94%) VPN
8 61 (1.31%) OSPF
9 54 (1.16%) BIG-IP
10 50 (1.08%) SD-WAN
11 43 (0.93%) VXLAN
12 42 (0.90%) HTTP
13 40 (0.86%) DHCP
13 40 (0.86%) VLAN
14 37 (0.80%) F5 BIG-IP LTM
14 37 (0.80%) LAN
14 37 (0.80%) MPLS
15 36 (0.78%) SSL
16 33 (0.71%) Ethernet VPN
16 33 (0.71%) SNMP
Database & Business Intelligence
1 389 (8.37%) Power BI
2 302 (6.50%) PostgreSQL
3 279 (6.01%) Data Warehouse
4 231 (4.97%) SQL Server
5 185 (3.98%) Data Lake
6 179 (3.85%) Tableau
7 153 (3.29%) Relational Database
8 152 (3.27%) NoSQL
9 138 (2.97%) Metadata
10 127 (2.73%) BigQuery
11 122 (2.63%) Amazon Redshift
12 120 (2.58%) Delta Lake
13 119 (2.56%) Amazon Athena
14 113 (2.43%) Big Data
15 94 (2.02%) MongoDB
16 88 (1.89%) Amazon RDS
17 78 (1.68%) DynamoDB
18 65 (1.40%) MySQL
19 63 (1.36%) Snowflake Schema
20 57 (1.23%) Redis
Development Applications
1 539 (11.60%) Git
2 406 (8.74%) Jenkins
3 336 (7.23%) GitLab
4 259 (5.58%) JIRA
5 65 (1.40%) MLflow
6 59 (1.27%) Selenium
7 45 (0.97%) Postman
8 31 (0.67%) Bitbucket
8 31 (0.67%) JMeter
9 29 (0.62%) Artifactory
10 28 (0.60%) Cypress.io
11 27 (0.58%) SonarQube
12 24 (0.52%) Cucumber
12 24 (0.52%) Maven
13 22 (0.47%) Gatling
13 22 (0.47%) Sonatype Nexus
14 20 (0.43%) JUnit
15 19 (0.41%) REST Assured
16 17 (0.37%) Robot Framework
17 15 (0.32%) Zephyr
General
1 1,024 (22.05%) Finance
2 1,021 (21.98%) Social Skills
3 647 (13.93%) Analytical Skills
4 435 (9.36%) Public Sector
5 367 (7.90%) Banking
6 186 (4.00%) Front Office
7 115 (2.48%) Documentation Skills
8 104 (2.24%) Investment Banking
9 86 (1.85%) Inclusion and Diversity
10 79 (1.70%) Retail
11 69 (1.49%) Marketing
12 55 (1.18%) Pharmaceutical
13 53 (1.14%) Telecoms
14 44 (0.95%) Legal
15 43 (0.93%) Financial Institution
16 41 (0.88%) Publishing
17 36 (0.78%) Influencing Skills
18 32 (0.69%) Military
19 30 (0.65%) Presentation Skills
20 26 (0.56%) Manufacturing
Job Titles
1 810 (17.44%) Developer
2 741 (15.95%) Data Engineer
3 699 (15.05%) Senior
4 412 (8.87%) Python Developer
5 361 (7.77%) Lead
6 276 (5.94%) Architect
7 258 (5.55%) DevOps Engineer
8 253 (5.45%) Python Engineer
9 248 (5.34%) Software Engineer
10 239 (5.15%) Analyst
11 219 (4.71%) Artificial Intelligence Engineer
12 183 (3.94%) AWS Engineer
13 181 (3.90%) Data Scientist
14 147 (3.16%) Senior Data Engineer
15 146 (3.14%) Senior Developer
16 145 (3.12%) Azure Engineer
17 130 (2.80%) Cloud Engineer
18 128 (2.76%) Platform Engineer
19 121 (2.60%) Data Analyst
20 116 (2.50%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 343 (7.38%) REST
2 324 (6.98%) React
3 323 (6.95%) PySpark
4 299 (6.44%) Kafka
5 210 (4.52%) .NET
6 180 (3.88%) Node.js
7 173 (3.72%) Pandas
8 163 (3.51%) RESTful
9 162 (3.49%) JSON
10 156 (3.36%) FastAPI
11 144 (3.10%) PyTorch
12 143 (3.08%) Django
13 119 (2.56%) LangChain
14 105 (2.26%) scikit-learn
15 103 (2.22%) NumPy
16 102 (2.20%) TensorFlow
17 93 (2.00%) Flask
18 91 (1.96%) Spring
18 91 (1.96%) YAML
19 88 (1.89%) OAuth
Miscellaneous
1 619 (13.33%) Cloud Native
2 246 (5.30%) Distributed Systems
3 140 (3.01%) AI Agents
4 139 (2.99%) Onboarding
5 132 (2.84%) Data Centre
6 121 (2.60%) Product Ownership
7 120 (2.58%) Algorithms
8 106 (2.28%) Data Structures
9 104 (2.24%) Legacy Systems
10 102 (2.20%) Hybrid Cloud
11 101 (2.17%) Data Protection Act
12 98 (2.11%) Fixed Income
13 97 (2.09%) Derivative
14 95 (2.05%) Equities
15 88 (1.89%) Management Information System
16 77 (1.66%) Security Posture
17 59 (1.27%) Public Cloud
18 53 (1.14%) Enterprise Software
19 51 (1.10%) Greenfield Project
20 49 (1.05%) Self-Motivation
Operating Systems
1 538 (11.58%) Linux
2 261 (5.62%) Windows
3 185 (3.98%) Unix
4 98 (2.11%) Red Hat Enterprise Linux
5 62 (1.33%) Windows Server
6 39 (0.84%) Ubuntu
7 27 (0.58%) VMS
8 24 (0.52%) AIX
9 23 (0.50%) Android
10 17 (0.37%) CentOS
11 16 (0.34%) Apple iOS
11 16 (0.34%) Solaris
12 11 (0.24%) zOS
13 9 (0.19%) Mac OS
14 7 (0.15%) Debian
14 7 (0.15%) Windows Server 2019
15 6 (0.13%) Rocky
16 5 (0.11%) Amazon Linux
17 3 (0.065%) Oracle Linux
17 3 (0.065%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1,755 (37.78%) CI/CD
2 1,298 (27.94%) DevOps
3 1,163 (25.04%) AI
4 1,018 (21.92%) Agile
5 988 (21.27%) Analytics
6 843 (18.15%) Data Pipeline
7 842 (18.13%) Infrastructure as Code
8 805 (17.33%) Problem-Solving
9 726 (15.63%) Machine Learning
10 703 (15.13%) Data Engineering
11 640 (13.78%) Containerisation
12 639 (13.76%) Software Engineering
13 624 (13.43%) Data Modelling
14 605 (13.02%) ETL
15 543 (11.69%) Data Science
16 493 (10.61%) Observability
17 467 (10.05%) Test Automation
18 461 (9.92%) Business Intelligence
19 428 (9.21%) LLM
20 400 (8.61%) Validation
Programming Languages
1 1,571 (33.82%) SQL
2 692 (14.90%) Java
3 564 (12.14%) PowerShell
4 539 (11.60%) Bash
5 377 (8.12%) JavaScript
6 335 (7.21%) TypeScript
7 293 (6.31%) C#
8 184 (3.96%) Go
9 141 (3.04%) R
10 114 (2.45%) Scala
11 106 (2.28%) C++
12 96 (2.07%) Shell Script
13 76 (1.64%) Bicep
14 52 (1.12%) PL/SQL
14 52 (1.12%) Ruby
15 49 (1.05%) C
15 49 (1.05%) Perl
15 49 (1.05%) Rust
16 48 (1.03%) Groovy
17 46 (0.99%) Data Analysis Expressions
Qualifications
1 1,006 (21.66%) Security Cleared
2 805 (17.33%) SC Cleared
3 367 (7.90%) Degree
4 146 (3.14%) DV Cleared
5 145 (3.12%) Computer Science Degree
6 106 (2.28%) BPSS Clearance
7 98 (2.11%) Azure Certification
8 95 (2.05%) AWS Certification
9 88 (1.89%) CISSP
10 72 (1.55%) Cisco Certification
11 60 (1.29%) Master's Degree
12 45 (0.97%) CCNP
13 36 (0.78%) CISM
14 33 (0.71%) VMware Certified Professional (VCP)
15 32 (0.69%) Microsoft Certification
16 31 (0.67%) PhD
17 29 (0.62%) CCIE
18 23 (0.50%) AWS Certified Solutions Architect
19 21 (0.45%) ISTQB
20 18 (0.39%) DBS Check
Quality Assurance & Compliance
1 471 (10.14%) Data Quality
2 192 (4.13%) QA
3 123 (2.65%) GDPR
4 104 (2.24%) NIST
5 102 (2.20%) ISO/IEC 27001
6 61 (1.31%) Accessibility
7 23 (0.50%) HIPAA
7 23 (0.50%) PCI DSS
7 23 (0.50%) Sarbanes-Oxley
7 23 (0.50%) SLA
8 22 (0.47%) WCAG
9 14 (0.30%) NCSC
10 13 (0.28%) Actionable Recommendations
10 13 (0.28%) SOC 2
11 9 (0.19%) California Consumer Privacy Act
11 9 (0.19%) Cyber Essentials
11 9 (0.19%) GRC
12 7 (0.15%) ISO 20022
13 5 (0.11%) MiFID
13 5 (0.11%) PSD2
System Software
1 747 (16.08%) Docker
2 115 (2.48%) Active Directory
3 86 (1.85%) VMware Infrastructure
4 68 (1.46%) Virtual Machines
5 35 (0.75%) vSphere
6 32 (0.69%) VMware NSX
7 27 (0.58%) Firmware
8 21 (0.45%) Hyper-V
9 16 (0.34%) VMware ESXi
10 13 (0.28%) KVM
10 13 (0.28%) NFS
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 1,024 (22.05%) Terraform
2 867 (18.67%) Kubernetes
3 492 (10.59%) Ansible
4 263 (5.66%) Grafana
5 230 (4.95%) Prometheus
6 68 (1.46%) Puppet
7 47 (1.01%) Argo
8 39 (0.84%) Progress Chef
9 31 (0.67%) Istio
9 31 (0.67%) vCenter Server
10 29 (0.62%) Kibana
11 26 (0.56%) Control-M
12 24 (0.52%) Nessus
13 23 (0.50%) Microsoft Intune
13 23 (0.50%) vRealize
14 21 (0.45%) Nagios
14 21 (0.45%) ZABBIX
15 20 (0.43%) HAProxy
16 17 (0.37%) IBM Guardium
16 17 (0.37%) Tivoli
Vendors
1 535 (11.52%) Microsoft
2 491 (10.57%) Databricks
3 257 (5.53%) Google
4 211 (4.54%) Oracle
5 186 (4.00%) Splunk
6 126 (2.71%) OpenAI
7 121 (2.60%) VMware
8 114 (2.45%) Cisco
9 100 (2.15%) Red Hat
10 99 (2.13%) ServiceNow
11 81 (1.74%) F5
12 79 (1.70%) Palo Alto
13 77 (1.66%) Dynatrace
14 67 (1.44%) Informatica
15 65 (1.40%) CyberArk
16 60 (1.29%) IBM
17 55 (1.18%) Fortinet
18 54 (1.16%) Foundry
19 51 (1.10%) Arista
19 51 (1.10%) BeyondTrust