Python Contracts

Python
UK

The following table provides summary statistics for contract job vacancies with a requirement for Python skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Python over the 6 months to 10 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
10 Jun 2024
Same period 2023 Same period 2022
Rank 15 13 13
Rank change year-on-year -2 0 0
Contract jobs citing Python 4,087 6,190 8,842
As % of all contract jobs advertised in the UK 9.37% 11.14% 10.14%
As % of the Programming Languages category 31.13% 32.67% 28.07%
Number of daily rates quoted 2,932 4,461 6,306
10th Percentile £377 £425 £425
25th Percentile £463 £500 £500
Median daily rate (50th Percentile) £550 £600 £600
Median % change year-on-year -8.33% - +14.29%
75th Percentile £688 £713 £700
90th Percentile £825 £825 £778
UK excluding London median daily rate £509 £540 £525
% change year-on-year -5.83% +2.86% +10.53%
Number of hourly rates quoted 115 130 108
10th Percentile £20.96 £22.22 £19.91
25th Percentile £31.25 £47.50 £34.81
Median hourly rate £62.00 £64.69 £50.81
Median % change year-on-year -4.15% +27.31% +35.49%
75th Percentile £70.00 £70.30 £60.13
90th Percentile £76.50 £78.45 £65.23
UK excluding London median hourly rate £65.00 £58.75 £51.70
% change year-on-year +10.64% +13.63% +37.87%

All Programming Languages
UK

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for coding skills.

Contract vacancies with a requirement for coding skills 13,127 18,949 31,503
As % of all contract IT jobs advertised in the UK 30.08% 34.10% 36.12%
Number of daily rates quoted 9,257 13,645 23,030
10th Percentile £350 £381 £388
25th Percentile £425 £458 £460
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £650 £678 £663
90th Percentile £764 £788 £763
UK excluding London median daily rate £488 £500 £500
% change year-on-year -2.50% - +14.29%
Number of hourly rates quoted 531 440 493
10th Percentile £31.25 £29.71 £19.50
25th Percentile £46.25 £50.00 £35.00
Median hourly rate £62.50 £62.50 £51.25
Median % change year-on-year - +21.95% +16.48%
75th Percentile £70.00 £70.00 £61.25
90th Percentile £76.25 £78.12 £70.00
UK excluding London median hourly rate £62.50 £62.50 £52.50
% change year-on-year - +19.05% +28.05%

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 10 June 2024.

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 10 June 2024.

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 10 June 2024. 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 -2 3,616 £565 -5.83% 2,585
London -2 2,322 £600 -4.00% 1,377
Work from Home 0 1,578 £575 -4.17% 1,228
UK excluding London -4 1,356 £509 -5.83% 1,269
North of England -2 386 £501 -12.83% 252
South East +1 364 £515 -6.36% 337
South West -10 196 £575 +1.10% 206
Yorkshire +14 182 £505 -16.70% 61
Scotland -12 178 £484 -3.30% 98
North West -6 176 £500 -11.59% 165
Midlands 0 132 £450 -14.29% 181
East of England -21 83 £445 -11.00% 153
West Midlands -7 79 £450 -18.18% 120
East Midlands +7 52 £425 -15.00% 59
North East +5 31 £600 -7.69% 26
Wales +20 21 £550 - 32
Northern Ireland +5 11 £425 -15.00% 35

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
1 386 (9.44%) Apache Airflow
2 346 (8.47%) Apache
3 152 (3.72%) Apache Spark
4 131 (3.21%) Confluence
5 58 (1.42%) SAS
6 32 (0.78%) SharePoint
7 28 (0.69%) OpenStack
8 22 (0.54%) nginx
9 19 (0.46%) Jupyter
10 13 (0.32%) CMS
11 12 (0.29%) ArcGIS
11 12 (0.29%) Blackberry Enterprise Server
11 12 (0.29%) Drupal
12 9 (0.22%) WordPress
13 8 (0.20%) Site Server
14 7 (0.17%) IIS
14 7 (0.17%) JBoss
15 6 (0.15%) Cloud Foundry
16 5 (0.12%) GeoServer
16 5 (0.12%) Gunicorn
Applications
1 125 (3.06%) Chatbot
2 77 (1.88%) Microsoft Excel
3 23 (0.56%) Microsoft Office
4 17 (0.42%) Sketch
5 15 (0.37%) MS Visio
5 15 (0.37%) SPSS
6 10 (0.24%) Spreadsheet
7 9 (0.22%) Simulink
8 7 (0.17%) CANalyzer
9 5 (0.12%) CPLEX
9 5 (0.12%) Microsoft PowerPoint
10 3 (0.073%) InVision
11 2 (0.049%) Stata
11 2 (0.049%) Trello
12 1 (0.024%) Houdini
12 1 (0.024%) Maya
12 1 (0.024%) NUKE
12 1 (0.024%) Revit
Business Applications
1 23 (0.56%) Aladdin
2 10 (0.24%) Dynamics CRM
2 10 (0.24%) Maximo
3 9 (0.22%) Distributed Ledger
4 7 (0.17%) Endur
4 7 (0.17%) NEC Housing
4 7 (0.17%) SimCorp Dimension
5 6 (0.15%) ION MarketView
5 6 (0.15%) Odoo
6 5 (0.12%) Magento
7 4 (0.098%) Adobe Campaign
7 4 (0.098%) FastStats
7 4 (0.098%) SAP S/4HANA
7 4 (0.098%) Shopify
7 4 (0.098%) Unica
8 3 (0.073%) Global One
8 3 (0.073%) Orchestrade
8 3 (0.073%) Primavera
8 3 (0.073%) Remedy ITSM
9 2 (0.049%) Advent Geneva
Cloud Services
1 1,484 (36.31%) AWS
2 1,061 (25.96%) Azure
3 538 (13.16%) GCP
4 365 (8.93%) Serverless
5 265 (6.48%) GitHub
6 258 (6.31%) Amazon S3
7 253 (6.19%) Snowflake
8 249 (6.09%) Power Platform
9 239 (5.85%) AWS Lambda
10 225 (5.51%) dbt
11 194 (4.75%) Azure DevOps
12 156 (3.82%) Amazon EC2
13 130 (3.18%) Azure Data Factory
14 106 (2.59%) AWS CloudFormation
15 96 (2.35%) OpenShift
16 94 (2.30%) Amazon EKS
17 93 (2.28%) Amazon CloudWatch
18 84 (2.06%) GitHub Actions
19 73 (1.79%) Cloud Computing
20 69 (1.69%) PaaS
Communications & Networking
1 148 (3.62%) Firewall
2 80 (1.96%) DNS
3 73 (1.79%) TCP/IP
4 59 (1.44%) Network Security
5 58 (1.42%) VPN
6 47 (1.15%) BGP
7 41 (1.00%) DHCP
8 39 (0.95%) Wireless
9 34 (0.83%) HTTP
10 33 (0.81%) MPLS
10 33 (0.81%) Wi-Fi
11 28 (0.69%) SAN
12 27 (0.66%) 5G
12 27 (0.66%) OSPF
12 27 (0.66%) WAN
13 26 (0.64%) Cisco Nexus
13 26 (0.64%) Radio Access Network
14 25 (0.61%) Internet
14 25 (0.61%) VLAN
15 24 (0.59%) Cisco ASA
Database & Business Intelligence
1 292 (7.14%) Data Lake
2 266 (6.51%) PostgreSQL
3 234 (5.73%) Power BI
4 222 (5.43%) Big Data
5 220 (5.38%) Data Warehouse
6 218 (5.33%) Amazon Athena
7 215 (5.26%) Apache Ignite
8 195 (4.77%) NoSQL
9 172 (4.21%) Dremio
10 169 (4.14%) Apache Arrow
11 164 (4.01%) Tableau
12 142 (3.47%) SQL Server
13 127 (3.11%) Relational Database
14 121 (2.96%) Amazon Redshift
15 114 (2.79%) MongoDB
16 108 (2.64%) Amazon RDS
17 97 (2.37%) BigQuery
18 80 (1.96%) MySQL
19 78 (1.91%) Hadoop
20 70 (1.71%) Elasticsearch
Development Applications
1 503 (12.31%) Git
2 457 (11.18%) Jenkins
3 275 (6.73%) JIRA
4 195 (4.77%) GitLab
5 85 (2.08%) Bitbucket
6 76 (1.86%) Cypress.io
7 75 (1.84%) Selenium
8 50 (1.22%) Atlassian Bamboo
9 45 (1.10%) Artifactory
10 40 (0.98%) Sonatype Nexus
11 38 (0.93%) JMeter
11 38 (0.93%) Robot Framework
12 36 (0.88%) TeamCity
13 32 (0.78%) Cucumber
14 28 (0.69%) Maven
14 28 (0.69%) Subversion
15 25 (0.61%) Postman
16 22 (0.54%) CircleCI
16 22 (0.54%) JUnit
16 22 (0.54%) Visual Studio
General
1 999 (24.44%) Finance
2 740 (18.11%) Social Skills
3 540 (13.21%) Banking
4 460 (11.26%) Analytical Skills
5 453 (11.08%) Front Office
6 243 (5.95%) Investment Banking
7 228 (5.58%) Public Sector
8 85 (2.08%) Marketing
9 84 (2.06%) Retail
10 70 (1.71%) Telecoms
11 52 (1.27%) Manufacturing
11 52 (1.27%) Pharmaceutical
12 41 (1.00%) Presentation Skills
13 38 (0.93%) Back Office
14 37 (0.91%) Electronics
15 34 (0.83%) Aerospace
16 33 (0.81%) Financial Institution
17 32 (0.78%) Inclusion and Diversity
18 23 (0.56%) Legal
18 23 (0.56%) Organisational Skills
Job Titles
1 1,122 (27.45%) Developer
2 521 (12.75%) Python Developer
3 485 (11.87%) Senior
4 427 (10.45%) Data Engineer
5 359 (8.78%) Analyst
6 346 (8.47%) Software Engineer
7 320 (7.83%) Python Engineer
8 312 (7.63%) DevOps Engineer
9 265 (6.48%) Architect
10 249 (6.09%) AWS Engineer
11 243 (5.95%) Lead
12 222 (5.43%) Software Developer
13 173 (4.23%) Python Software Engineer
14 151 (3.69%) Data Analyst
15 148 (3.62%) Azure Engineer
16 136 (3.33%) Developer/Software Engineer
17 131 (3.21%) Full Stack Developer
18 117 (2.86%) Data Scientist
19 107 (2.62%) React Developer
20 92 (2.25%) Network Engineer
Libraries, Frameworks & Software Standards
1 311 (7.61%) React
2 260 (6.36%) Pandas
3 254 (6.21%) gRPC
4 241 (5.90%) Protocol Buffers
5 240 (5.87%) HTML
6 224 (5.48%) NumPy
6 224 (5.48%) PySpark
7 206 (5.04%) Kafka
8 177 (4.33%) SciPy
9 154 (3.77%) REST
10 143 (3.50%) Node.js
11 130 (3.18%) .NET
12 126 (3.08%) RESTful
13 107 (2.62%) JSON
14 100 (2.45%) CSS
15 98 (2.40%) Redux
16 94 (2.30%) Django
17 78 (1.91%) Material-UI
18 75 (1.84%) Elastic Stack
19 74 (1.81%) AngularJS
Miscellaneous
1 330 (8.07%) Hedge funds
2 314 (7.68%) Fixed Income
3 294 (7.19%) Derivative
4 244 (5.97%) Foreign Exchange (FX)
5 239 (5.85%) Equities
6 160 (3.91%) Algorithms
7 132 (3.23%) Product Ownership
8 109 (2.67%) Distributed Systems
9 96 (2.35%) Data Structures
10 81 (1.98%) Linux Command Line
11 71 (1.74%) Data Protection Act
12 67 (1.64%) Cloud Native
12 67 (1.64%) Public Cloud
13 63 (1.54%) Data Centre
13 63 (1.54%) PKI
14 61 (1.49%) Management Information System
15 51 (1.25%) Self-Motivation
16 44 (1.08%) Onboarding
17 38 (0.93%) Greenfield Project
18 36 (0.88%) Replication
Operating Systems
1 595 (14.56%) Linux
2 265 (6.48%) Windows
3 203 (4.97%) Unix
4 105 (2.57%) Red Hat Enterprise Linux
5 98 (2.40%) Windows Server
6 33 (0.81%) Android
7 27 (0.66%) Apple iOS
8 26 (0.64%) Ubuntu
9 24 (0.59%) CentOS
10 22 (0.54%) Windows Server 2019
11 17 (0.42%) Debian
12 14 (0.34%) zOS
13 12 (0.29%) Mac OS
14 10 (0.24%) Solaris
14 10 (0.24%) VMS
15 9 (0.22%) Embedded Linux
16 6 (0.15%) Oracle Linux
16 6 (0.15%) Windows 10
17 5 (0.12%) Kali Linux
17 5 (0.12%) Windows Server 2016
Processes & Methodologies
1 1,145 (28.02%) Agile
2 1,056 (25.84%) DevOps
3 868 (21.24%) CI/CD
4 798 (19.53%) Software Engineering
5 548 (13.41%) Problem-Solving
6 498 (12.18%) Analytics
7 473 (11.57%) Artificial Intelligence
8 407 (9.96%) Machine Learning
9 369 (9.03%) Asset Management
10 368 (9.00%) Computer Science
11 356 (8.71%) Data Modelling
12 355 (8.69%) ETL
13 354 (8.66%) Infrastructure as Code
14 345 (8.44%) Test Automation
15 330 (8.07%) Data Pipeline
16 309 (7.56%) Data Science
17 302 (7.39%) Business Intelligence
18 298 (7.29%) Investment Management
19 270 (6.61%) Containerisation
20 265 (6.48%) Full Stack Development
Programming Languages
1 1,309 (32.03%) SQL
2 890 (21.78%) Java
3 674 (16.49%) JavaScript
4 442 (10.81%) PowerShell
5 372 (9.10%) C#
6 360 (8.81%) Bash
7 325 (7.95%) TypeScript
8 296 (7.24%) C++
9 200 (4.89%) Go
10 163 (3.99%) R
11 160 (3.91%) Shell Script
12 157 (3.84%) Perl
13 141 (3.45%) C
14 136 (3.33%) Scala
15 85 (2.08%) Ruby
16 54 (1.32%) Groovy
17 49 (1.20%) T-SQL
18 40 (0.98%) Rust
19 37 (0.91%) VBA
20 27 (0.66%) VBScript
Qualifications
1 644 (15.76%) Security Cleared
2 544 (13.31%) Degree
3 451 (11.03%) SC Cleared
4 199 (4.87%) Computer Science Degree
5 182 (4.45%) DV Cleared
6 99 (2.42%) Master's Degree
7 66 (1.61%) AWS Certification
8 63 (1.54%) Cisco Certification
9 52 (1.27%) CCNP
10 44 (1.08%) PhD
11 39 (0.95%) Numerate Degree
12 36 (0.88%) Azure Certification
13 32 (0.78%) CCNA
14 25 (0.61%) AWS Certified DevOps Engineer
15 20 (0.49%) AWS Certified Solutions Architect
16 19 (0.46%) CISSP
17 17 (0.42%) BPSS Clearance
17 17 (0.42%) CCIE
18 16 (0.39%) OSCP
19 14 (0.34%) GIAC
Quality Assurance & Compliance
1 220 (5.38%) Data Quality
2 160 (3.91%) QA
3 34 (0.83%) GDPR
4 30 (0.73%) Accessibility
5 23 (0.56%) NIST
6 21 (0.51%) MISRA
7 18 (0.44%) PCI DSS
8 14 (0.34%) ISO/IEC 27001
9 12 (0.29%) Disclosure Scotland
10 9 (0.22%) SLA
11 8 (0.20%) GxP
12 7 (0.17%) Actionable Recommendations
12 7 (0.17%) Good Clinical Practice
12 7 (0.17%) JTAG
12 7 (0.17%) RMADS
13 6 (0.15%) CDISC
13 6 (0.15%) HIPAA
13 6 (0.15%) Sarbanes-Oxley
14 4 (0.098%) Cyber Essentials
14 4 (0.098%) NCSC
System Software
1 510 (12.48%) Docker
2 132 (3.23%) Active Directory
3 109 (2.67%) VMware Infrastructure
4 44 (1.08%) Virtual Machines
5 38 (0.93%) vSphere
6 35 (0.86%) VMware NSX
7 31 (0.76%) Firmware
8 20 (0.49%) Hyper-V
9 18 (0.44%) NFS
10 17 (0.42%) Apache ZooKeeper
11 15 (0.37%) VMware ESXi
12 14 (0.34%) Time Sharing Option
13 12 (0.29%) HDFS
14 9 (0.22%) KVM
15 7 (0.17%) Embedded Firmware
15 7 (0.17%) Virtual Desktop
16 5 (0.12%) Veritas Cluster Server
17 4 (0.098%) Slurm Workload Manager
17 4 (0.098%) vCloud
17 4 (0.098%) VirtualBox
Systems Management
1 705 (17.25%) Terraform
2 643 (15.73%) Kubernetes
3 495 (12.11%) Ansible
4 180 (4.40%) Grafana
5 158 (3.87%) Prometheus
6 99 (2.42%) Puppet
7 71 (1.74%) Progress Chef
8 49 (1.20%) Kibana
9 32 (0.78%) logstash
10 31 (0.76%) Packer
11 29 (0.71%) Single Sign-On
12 25 (0.61%) PowerCLI
13 24 (0.59%) Docker Swarm
14 22 (0.54%) Argo
14 22 (0.54%) ITRS Geneos
15 21 (0.51%) Consul
16 18 (0.44%) Tivoli Storage Manager
17 17 (0.42%) vRealize
18 15 (0.37%) Nagios
19 13 (0.32%) SCCM
Vendors
1 300 (7.34%) Microsoft
2 266 (6.51%) Google
3 226 (5.53%) Databricks
4 162 (3.96%) Splunk
5 161 (3.94%) VMware
6 160 (3.91%) Oracle
7 121 (2.96%) PayPal
8 100 (2.45%) Cisco
9 80 (1.96%) SAP
10 77 (1.88%) Red Hat
11 65 (1.59%) IBM
12 50 (1.22%) Atlassian
12 50 (1.22%) Dell
12 50 (1.22%) Palo Alto
13 47 (1.15%) Salesforce
14 44 (1.08%) F5
15 40 (0.98%) Bloomberg
16 37 (0.91%) Dynatrace
16 37 (0.91%) ServiceNow
17 36 (0.88%) Sybase