Python Contracts

Python
UK

The table below provides summary statistics for contract job vacancies requiring Python skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Python over the 6 months leading up to 2 July 2025, comparing them to the same period in the previous two years.

6 months to
2 Jul 2025
Same period 2024 Same period 2023
Rank 10 14 11
Rank change year-on-year +4 -3 +2
Contract jobs citing Python 4,071 4,149 6,213
As % of all contract jobs advertised in the UK 13.12% 9.56% 11.13%
As % of the Programming Languages category 38.99% 31.26% 33.14%
Number of daily rates quoted 2,766 2,971 4,467
10th Percentile £367 £375 £419
25th Percentile £440 £463 £493
Median daily rate (50th Percentile) £538 £560 £600
Median % change year-on-year -4.02% -6.67% -
75th Percentile £659 £700 £713
90th Percentile £800 £850 £825
UK excluding London median daily rate £500 £507 £525
% change year-on-year -1.38% -3.43% -
Number of hourly rates quoted 64 123 132
10th Percentile £25.25 £20.87 £22.73
25th Percentile £33.91 £34.38 £50.00
Median hourly rate £45.00 £62.50 £65.00
Median % change year-on-year -28.00% -3.85% +27.93%
75th Percentile £55.00 £70.00 £71.75
90th Percentile £63.03 £75.00 £78.00
UK excluding London median hourly rate £50.00 £67.50 £60.70
% change year-on-year -25.93% +11.20% +15.50%

All Programming Languages
UK

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.

Contract vacancies with a requirement for coding skills 10,441 13,271 18,749
As % of all contract IT jobs advertised in the UK 33.66% 30.58% 33.60%
Number of daily rates quoted 7,047 9,322 13,425
10th Percentile £350 £350 £375
25th Percentile £413 £425 £454
Median daily rate (50th Percentile) £511 £525 £550
Median % change year-on-year -2.67% -4.55% -
75th Percentile £625 £650 £675
90th Percentile £753 £775 £790
UK excluding London median daily rate £475 £490 £500
% change year-on-year -3.06% -2.00% -
Number of hourly rates quoted 253 538 447
10th Percentile £26.46 £31.25 £28.84
25th Percentile £34.75 £46.25 £50.00
Median hourly rate £55.00 £62.50 £62.50
Median % change year-on-year -12.00% - +19.05%
75th Percentile £68.00 £70.00 £70.30
90th Percentile £79.74 £75.00 £79.31
UK excluding London median hourly rate £62.25 £65.00 £62.50
% change year-on-year -4.23% +4.00% +18.92%

Python
Job Vacancy Trend

Job postings citing Python as a proportion of all IT jobs advertised.

Job vacancy trend for Python in the UK

Python
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Python.

Daily rate trend for Python in the UK

Python
Daily Rate Histogram

Daily rate distribution for jobs citing Python over the 6 months to 2 July 2025.

Daily rate histogram for Python in the UK

Python
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Python.

Hourly rate trend for Python in the UK

Python
Hourly Rate Histogram

Hourly rate distribution of jobs citing Python over the 6 months to 2 July 2025.

Hourly rate histogram for Python in the UK

Python
Top 17 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Python within the UK over the 6 months to 2 July 2025. 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
England +4 3,408 £550 -4.35% 19,985
London +3 2,223 £575 -4.17% 11,746
Work from Home +2 1,507 £550 -4.35% 8,703
UK excluding London +8 1,324 £500 -1.38% 9,455
North of England -1 315 £478 -4.50% 2,341
Scotland +11 260 £475 -3.21% 743
South East +9 259 £509 -2.16% 2,506
Midlands +11 165 £459 +2.00% 1,122
South West +6 162 £550 -6.38% 1,047
Yorkshire +1 157 £500 - 742
North West -4 145 £475 -5.00% 1,448
East of England +27 129 £501 +0.25% 1,299
West Midlands +24 118 £475 +5.56% 698
East Midlands +1 44 £449 +10.80% 424
Wales +8 27 £455 -17.27% 246
Northern Ireland -1 17 £588 +42.42% 208
North East -8 17 £425 -32.00% 160

Python
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 230 (5.65%) Apache Airflow
2 204 (5.01%) Apache Spark
3 202 (4.96%) Apache
4 111 (2.73%) Confluence
5 32 (0.79%) SAS
6 27 (0.66%) SharePoint
7 19 (0.47%) Jupyter
8 18 (0.44%) JBoss
9 17 (0.42%) OpenStack
10 15 (0.37%) WebSphere
11 13 (0.32%) nginx
12 12 (0.29%) Microsoft Exchange
13 11 (0.27%) IIS
14 6 (0.15%) ArcGIS
14 6 (0.15%) IBM Domino
15 5 (0.12%) BizTalk Server
15 5 (0.12%) Oracle Workflow
15 5 (0.12%) Tomcat
15 5 (0.12%) WebLogic
16 4 (0.098%) WebSphere Application Server
Applications
1 109 (2.68%) Microsoft Excel
2 34 (0.84%) Microsoft Office
3 23 (0.56%) Chatbot
4 20 (0.49%) Microsoft PowerPoint
5 13 (0.32%) Maya
5 13 (0.32%) NUKE
6 12 (0.29%) MS Visio
7 5 (0.12%) Sketch
7 5 (0.12%) Spreadsheet
8 3 (0.074%) Adobe XD
8 3 (0.074%) Microsoft Project
8 3 (0.074%) Trello
9 2 (0.049%) Maple
9 2 (0.049%) Mozilla Thunderbird
10 1 (0.025%) EViews
10 1 (0.025%) GNU Octave
10 1 (0.025%) Notion
10 1 (0.025%) Siemens NX
10 1 (0.025%) Simulink
10 1 (0.025%) SOLIDWORKS
Business Applications
1 44 (1.08%) Aladdin
2 19 (0.47%) thinkFolio
3 17 (0.42%) Endur
4 8 (0.20%) SAP S/4HANA
5 7 (0.17%) Kondor
5 7 (0.17%) Maximo
6 6 (0.15%) Payment Gateway
6 6 (0.15%) SAP PM
7 4 (0.098%) Oracle BPM
7 4 (0.098%) Oracle ERP
8 3 (0.074%) Bankmaster
8 3 (0.074%) NetSuite
8 3 (0.074%) Oracle Applications
9 2 (0.049%) Dynamics CRM
9 2 (0.049%) Infor SunSystems
9 2 (0.049%) SAP BPC
9 2 (0.049%) Temenos T24
10 1 (0.025%) NEC Housing
10 1 (0.025%) Odoo
10 1 (0.025%) Sage 200
Cloud Services
1 1,639 (40.26%) AWS
2 1,121 (27.54%) Azure
3 573 (14.08%) GCP
4 327 (8.03%) GitHub
5 308 (7.57%) Serverless
6 278 (6.83%) Power Platform
7 250 (6.14%) Amazon S3
8 235 (5.77%) AWS Lambda
9 210 (5.16%) Azure DevOps
9 210 (5.16%) dbt
10 191 (4.69%) Snowflake
11 149 (3.66%) GitHub Actions
12 126 (3.10%) AWS CloudFormation
13 118 (2.90%) OpenShift
14 111 (2.73%) Amazon EC2
15 110 (2.70%) Azure Data Factory
16 87 (2.14%) Cloud Computing
17 85 (2.09%) Amazon EKS
18 80 (1.97%) Amazon CloudWatch
19 71 (1.74%) Azure Synapse Analytics
Communications & Networking
1 196 (4.81%) Firewall
2 141 (3.46%) DNS
3 101 (2.48%) TCP/IP
4 99 (2.43%) Network Security
5 89 (2.19%) VPN
6 71 (1.74%) BGP
6 71 (1.74%) HTTP
7 53 (1.30%) OSPF
8 45 (1.11%) DHCP
9 39 (0.96%) WAN
10 37 (0.91%) SAN
11 36 (0.88%) MPLS
12 34 (0.84%) LAN
13 27 (0.66%) Wireless
14 24 (0.59%) IPsec
15 23 (0.56%) VLAN
16 20 (0.49%) Multicast
17 18 (0.44%) SSL
18 17 (0.42%) SSH
18 17 (0.42%) VXLAN
Database & Business Intelligence
1 259 (6.36%) Power BI
2 255 (6.26%) PostgreSQL
3 221 (5.43%) Relational Database
4 208 (5.11%) Data Warehouse
5 164 (4.03%) Tableau
6 160 (3.93%) Big Data
7 155 (3.81%) SQL Server
8 152 (3.73%) MongoDB
9 147 (3.61%) NoSQL
10 145 (3.56%) Data Lake
11 137 (3.37%) Amazon Athena
12 100 (2.46%) Hadoop
13 98 (2.41%) Amazon RDS
14 96 (2.36%) Apache Iceberg
15 92 (2.26%) Dremio
16 89 (2.19%) MySQL
17 88 (2.16%) Apache Arrow
18 83 (2.04%) BigQuery
19 75 (1.84%) DB2
19 75 (1.84%) DynamoDB
Development Applications
1 517 (12.70%) Git
2 426 (10.46%) Jenkins
3 243 (5.97%) JIRA
4 239 (5.87%) GitLab
5 73 (1.79%) Selenium
6 71 (1.74%) Bitbucket
6 71 (1.74%) JUnit
7 58 (1.42%) SonarQube
8 51 (1.25%) Sonatype Nexus
9 50 (1.23%) Artifactory
10 35 (0.86%) Postman
11 32 (0.79%) TeamCity
12 28 (0.69%) Cucumber
13 27 (0.66%) JMeter
14 25 (0.61%) Maven
15 24 (0.59%) Subversion
15 24 (0.59%) Visual Studio
16 22 (0.54%) MLflow
17 21 (0.52%) LoadRunner
18 19 (0.47%) Cypress.io
General
1 1,088 (26.73%) Finance
2 1,048 (25.74%) Social Skills
3 611 (15.01%) Analytical Skills
4 475 (11.67%) Banking
5 363 (8.92%) Front Office
6 264 (6.48%) Public Sector
7 249 (6.12%) Investment Banking
8 86 (2.11%) Telecoms
9 76 (1.87%) Financial Institution
10 57 (1.40%) Marketing
11 56 (1.38%) Presentation Skills
12 53 (1.30%) Pharmaceutical
12 53 (1.30%) Retail
13 49 (1.20%) Legal
14 48 (1.18%) Inclusion and Diversity
15 38 (0.93%) Organisational Skills
16 33 (0.81%) Manufacturing
17 28 (0.69%) Documentation Skills
18 27 (0.66%) Games
19 23 (0.56%) Back Office
Job Titles
1 1,006 (24.71%) Developer
2 530 (13.02%) Senior
3 457 (11.23%) Data Engineer
4 398 (9.78%) Python Developer
5 384 (9.43%) Analyst
6 312 (7.66%) Python Engineer
7 284 (6.98%) Software Engineer
8 267 (6.56%) AWS Engineer
8 267 (6.56%) DevOps Engineer
9 211 (5.18%) Architect
10 183 (4.50%) Lead
11 146 (3.59%) Data Analyst
12 131 (3.22%) Java Developer
13 127 (3.12%) Senior Developer
14 126 (3.10%) Full-Stack Developer
15 124 (3.05%) Network Engineer
16 113 (2.78%) Data Scientist
17 108 (2.65%) Cloud Engineer
18 105 (2.58%) Azure Engineer
19 104 (2.55%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 348 (8.55%) React
2 272 (6.68%) Kafka
3 222 (5.45%) REST
4 199 (4.89%) Pandas
5 195 (4.79%) PySpark
6 190 (4.67%) Node.js
7 169 (4.15%) AngularJS
8 156 (3.83%) NumPy
9 146 (3.59%) FastAPI
10 141 (3.46%) .NET
11 126 (3.10%) HTML
12 119 (2.92%) Django
13 114 (2.80%) Spring
14 112 (2.75%) CSS
15 102 (2.51%) RESTful
16 91 (2.24%) TensorFlow
17 87 (2.14%) Flask
18 84 (2.06%) Vue
19 83 (2.04%) PyTorch
19 83 (2.04%) SciPy
Miscellaneous
1 227 (5.58%) Fixed Income
2 183 (4.50%) Hedge funds
3 179 (4.40%) Cloud Native
4 173 (4.25%) Equities
5 161 (3.95%) Algorithms
6 160 (3.93%) Derivative
7 157 (3.86%) Foreign Exchange (FX)
8 148 (3.64%) Distributed Systems
9 119 (2.92%) Data Structures
10 103 (2.53%) Onboarding
11 92 (2.26%) Data Protection Act
12 83 (2.04%) Management Information System
13 68 (1.67%) Public Cloud
14 66 (1.62%) Product Ownership
15 64 (1.57%) Enterprise Software
16 62 (1.52%) Legacy Systems
17 59 (1.45%) Greenfield Project
18 56 (1.38%) Data Centre
18 56 (1.38%) Virtual Team
19 49 (1.20%) Hybrid Cloud
Operating Systems
1 688 (16.90%) Linux
2 292 (7.17%) Windows
3 199 (4.89%) Unix
4 94 (2.31%) Red Hat Enterprise Linux
4 94 (2.31%) Windows Server
5 38 (0.93%) Ubuntu
6 28 (0.69%) CentOS
7 20 (0.49%) Android
8 19 (0.47%) Apple iOS
8 19 (0.47%) Mac OS
8 19 (0.47%) VMS
9 17 (0.42%) Solaris
10 14 (0.34%) Debian
11 11 (0.27%) Windows Server 2019
12 10 (0.25%) Amazon Linux
12 10 (0.25%) SUSE
12 10 (0.25%) Windows Server 2016
13 8 (0.20%) AIX
14 7 (0.17%) Rocky
15 6 (0.15%) zOS
Processes & Methodologies
1 1,135 (27.88%) CI/CD
2 1,026 (25.20%) Agile
3 958 (23.53%) DevOps
4 885 (21.74%) Problem-Solving
5 539 (13.24%) Analytics
6 537 (13.19%) Software Engineering
7 504 (12.38%) Artificial Intelligence
8 493 (12.11%) Infrastructure as Code
9 438 (10.76%) Containerisation
10 433 (10.64%) Machine Learning
11 405 (9.95%) Data Pipeline
12 388 (9.53%) ETL
13 380 (9.33%) Data Science
14 352 (8.65%) Test Automation
15 345 (8.47%) Data Modelling
16 339 (8.33%) Data Engineering
17 329 (8.08%) Business Intelligence
18 317 (7.79%) Computer Science
19 289 (7.10%) Migration
20 264 (6.48%) Visualisation
Programming Languages
1 1,301 (31.96%) SQL
2 825 (20.27%) Java
3 540 (13.26%) JavaScript
4 492 (12.09%) Bash
5 439 (10.78%) PowerShell
6 320 (7.86%) TypeScript
7 279 (6.85%) C#
8 242 (5.94%) C++
9 192 (4.72%) Shell Script
10 171 (4.20%) Go
11 152 (3.73%) R
12 136 (3.34%) Perl
13 109 (2.68%) Scala
14 80 (1.97%) Ruby
15 62 (1.52%) C
16 53 (1.30%) PHP
17 44 (1.08%) Groovy
18 43 (1.06%) Rust
18 43 (1.06%) VBA
19 40 (0.98%) Tcl
Qualifications
1 646 (15.87%) Security Cleared
2 514 (12.63%) SC Cleared
3 423 (10.39%) Degree
4 187 (4.59%) Computer Science Degree
5 117 (2.87%) AWS Certification
6 116 (2.85%) Master's Degree
7 102 (2.51%) DV Cleared
8 87 (2.14%) Cisco Certification
9 65 (1.60%) CCNP
9 65 (1.60%) PhD
10 54 (1.33%) CISSP
11 42 (1.03%) Azure Certification
11 42 (1.03%) BPSS Clearance
12 40 (0.98%) AWS Certified Solutions Architect
13 28 (0.69%) VMware Certified Professional (VCP)
14 27 (0.66%) CEH
15 25 (0.61%) CCNA
16 24 (0.59%) Oracle Certification
17 23 (0.56%) OSCP
18 21 (0.52%) Numerate Degree
Quality Assurance & Compliance
1 238 (5.85%) Data Quality
2 195 (4.79%) QA
3 112 (2.75%) GDPR
4 71 (1.74%) NIST
5 61 (1.50%) Accessibility
5 61 (1.50%) ISO/IEC 27001
6 56 (1.38%) PCI DSS
7 52 (1.28%) HIPAA
8 35 (0.86%) Sarbanes-Oxley
9 20 (0.49%) Disclosure Scotland
10 18 (0.44%) SLA
10 18 (0.44%) SOC 2
11 16 (0.39%) NCSC
12 13 (0.32%) MiFID
13 11 (0.27%) Basel III
14 10 (0.25%) Actionable Recommendations
15 9 (0.22%) Cyber Essentials
15 9 (0.22%) Cyber Essentials PLUS
15 9 (0.22%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
15 9 (0.22%) WCAG
System Software
1 634 (15.57%) Docker
2 113 (2.78%) VMware Infrastructure
3 93 (2.28%) Active Directory
4 34 (0.84%) Virtual Machines
5 27 (0.66%) vSphere
6 26 (0.64%) VMware ESXi
7 22 (0.54%) Firmware
8 20 (0.49%) VMware NSX
9 17 (0.42%) Hyper-V
9 17 (0.42%) Veritas Cluster Server
10 8 (0.20%) Apache ZooKeeper
11 7 (0.17%) NFS
12 5 (0.12%) DFS Replication
12 5 (0.12%) VirtualBox
13 4 (0.098%) iptables
13 4 (0.098%) OpenAM
13 4 (0.098%) OpenIDM
13 4 (0.098%) Platform Symphony
13 4 (0.098%) Slurm Workload Manager
13 4 (0.098%) Time Sharing Option
Systems Management
1 814 (20.00%) Kubernetes
2 717 (17.61%) Terraform
3 594 (14.59%) Ansible
4 158 (3.88%) Grafana
5 141 (3.46%) Puppet
6 135 (3.32%) Prometheus
7 93 (2.28%) Progress Chef
8 43 (1.06%) Kibana
9 27 (0.66%) Single Sign-On
9 27 (0.66%) vCenter Server
10 22 (0.54%) Microsoft Intune
11 18 (0.44%) Argo
12 16 (0.39%) Packer
13 15 (0.37%) Nagios
13 15 (0.37%) NetBackup
14 14 (0.34%) Istio
14 14 (0.34%) Nmap
14 14 (0.34%) Podman
15 13 (0.32%) Nessus
15 13 (0.32%) vRealize
Vendors
1 350 (8.60%) Microsoft
2 231 (5.67%) Databricks
3 206 (5.06%) Oracle
4 189 (4.64%) Google
5 182 (4.47%) VMware
6 140 (3.44%) Splunk
7 133 (3.27%) Cisco
8 100 (2.46%) Red Hat
9 91 (2.24%) ServiceNow
10 74 (1.82%) SAP
11 66 (1.62%) IBM
12 59 (1.45%) Sybase
13 43 (1.06%) F5
14 41 (1.01%) Palo Alto
15 40 (0.98%) BISAM
16 39 (0.96%) Arista
17 36 (0.88%) Fortinet
18 35 (0.86%) Informatica
19 34 (0.84%) Atlassian
20 31 (0.76%) MuleSoft