Python
UK

The table below provides summary statistics for permanent job vacancies requiring Python skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Python over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 15 13 11
Rank change year-on-year -2 -2 +1
Permanent jobs citing Python 8,096 10,039 29,980
As % of all permanent jobs advertised in the UK 8.96% 12.44% 17.10%
As % of the Programming Languages category 29.34% 30.96% 32.68%
Number of salaries quoted 5,336 6,692 11,684
10th Percentile £41,289 £43,266 £41,250
25th Percentile £52,500 £54,500 £51,250
Median annual salary (50th Percentile) £72,500 £72,500 £70,000
Median % change year-on-year - +3.57% +7.69%
75th Percentile £95,000 £95,000 £92,500
90th Percentile £125,000 £122,500 £113,750
UK excluding London median annual salary £58,000 £62,500 £57,500
% change year-on-year -7.20% +8.70% +4.55%

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 permanent job vacancies requiring coding skills.

Permanent vacancies with a requirement for coding skills 27,596 32,430 91,738
As % of all permanent jobs advertised in the UK 30.53% 40.19% 52.34%
Number of salaries quoted 19,728 24,108 43,810
10th Percentile £36,250 £38,750 £37,171
25th Percentile £45,000 £48,750 £46,250
Median annual salary (50th Percentile) £60,000 £65,000 £62,500
Median % change year-on-year -7.69% +4.00% +8.70%
75th Percentile £80,000 £85,000 £82,500
90th Percentile £100,000 £107,500 £100,000
UK excluding London median annual salary £55,000 £55,000 £53,850
% change year-on-year - +2.14% +7.70%

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
Salary Trend

3-month moving average salary quoted in jobs citing Python.

Salary trend for Python in the UK

Python
Salary Histogram

Salary distribution for jobs citing Python over the 6 months to 26 July 2024.

Salary histogram for Python in the UK

Python
Top 18 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the UK over the 6 months to 26 July 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -3 6,922 £75,000 - 952
UK excluding London -8 4,346 £58,000 -7.20% 749
London +2 3,521 £90,000 +5.88% 380
Work from Home -2 3,419 £77,500 +6.01% 575
South East -5 1,085 £55,000 -15.38% 190
Scotland -2 842 £55,000 -15.38% 53
North of England -15 842 £60,000 -7.69% 141
South West -7 733 £62,500 +4.17% 120
North West -12 533 £60,000 -7.69% 75
Midlands -21 425 £57,503 +0.01% 102
East of England +4 257 £60,000 - 69
West Midlands -32 254 £62,190 +5.41% 67
Yorkshire -16 233 £55,000 -15.38% 31
East Midlands -8 166 £50,000 -4.76% 33
Wales -12 84 £60,000 +6.63% 13
Northern Ireland +4 77 £75,275 +3.83% 72
North East +12 76 £62,783 -3.41% 35
Channel Islands -3 2 £67,500 +92.86% 1

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
1 938 (11.59%) Apache
2 918 (11.34%) Apache Airflow
3 397 (4.90%) Apache Spark
4 239 (2.95%) ArcGIS
5 215 (2.66%) GeoServer
6 143 (1.77%) SAS
7 67 (0.83%) Confluence
8 64 (0.79%) nginx
9 48 (0.59%) SharePoint
10 32 (0.40%) Jupyter
11 25 (0.31%) Microsoft Exchange
11 25 (0.31%) OpenStack
12 19 (0.23%) CMS
12 19 (0.23%) IIS
12 19 (0.23%) Tomcat
13 11 (0.14%) Tuxedo
14 9 (0.11%) WordPress
15 8 (0.099%) Luigi
15 8 (0.099%) WebSphere
16 6 (0.074%) Drupal
Applications
1 213 (2.63%) Microsoft Excel
2 113 (1.40%) Simulink
3 69 (0.85%) Microsoft Office
4 31 (0.38%) Microsoft PowerPoint
5 16 (0.20%) MS Visio
6 10 (0.12%) SPSS
7 9 (0.11%) Chatbot
7 9 (0.11%) GNU Octave
8 8 (0.099%) Trello
9 7 (0.086%) Stateflow
10 6 (0.074%) Fusion 360
11 5 (0.062%) Stata
12 4 (0.049%) AutoCAD
12 4 (0.049%) Revit
12 4 (0.049%) SOLIDWORKS
13 3 (0.037%) Autodesk Inventor
13 3 (0.037%) InDesign
13 3 (0.037%) Siemens NX
14 2 (0.025%) NUKE
14 2 (0.025%) OrCAD
Business Applications
1 39 (0.48%) Aladdin
2 29 (0.36%) Ripple
3 22 (0.27%) Dynamics CRM
4 10 (0.12%) Fidessa
5 8 (0.099%) Salesforce CRM
6 7 (0.086%) NEC Housing
6 7 (0.086%) Odoo
6 7 (0.086%) Shopify
7 6 (0.074%) Dynamics NAV
7 6 (0.074%) Oracle Cash Management
8 5 (0.062%) NetSuite
9 4 (0.049%) Eagle PACE
9 4 (0.049%) Markit EDM
9 4 (0.049%) SAP IBP
10 2 (0.025%) iTrent
10 2 (0.025%) Oracle EBS
10 2 (0.025%) SAP S/4HANA
11 1 (0.012%) Payment Gateway
11 1 (0.012%) R3 Corda
11 1 (0.012%) Relativity
Cloud Services
1 3,464 (42.79%) AWS
2 2,304 (28.46%) Azure
3 1,120 (13.83%) GCP
4 767 (9.47%) dbt
5 655 (8.09%) Snowflake
6 570 (7.04%) Power Platform
7 511 (6.31%) Serverless
8 370 (4.57%) Azure DevOps
9 308 (3.80%) GitHub
10 304 (3.75%) Amazon S3
11 248 (3.06%) AWS Lambda
12 224 (2.77%) SaaS
13 212 (2.62%) Amazon EC2
14 202 (2.50%) Cloud Computing
15 179 (2.21%) Azure Data Factory
16 172 (2.12%) Amazon ECS
17 168 (2.08%) Amazon EKS
18 163 (2.01%) AWS CloudFormation
19 146 (1.80%) Azure Functions
20 144 (1.78%) Azure Logic Apps
Communications & Networking
1 272 (3.36%) Firewall
2 184 (2.27%) DNS
3 157 (1.94%) TCP/IP
4 144 (1.78%) VPN
5 131 (1.62%) Network Security
6 111 (1.37%) Internet
7 104 (1.28%) HTTP
8 101 (1.25%) DHCP
9 83 (1.03%) WAN
10 80 (0.99%) SNMP
11 73 (0.90%) IPsec
12 68 (0.84%) Wireless
13 58 (0.72%) LAN
14 39 (0.48%) BGP
15 38 (0.47%) MQTT
16 37 (0.46%) SSL
17 36 (0.44%) AMQP
18 29 (0.36%) 5G
19 28 (0.35%) Intrusion Detection
20 25 (0.31%) Bluetooth
Database & Business Intelligence
1 813 (10.04%) PostgreSQL
2 791 (9.77%) Data Lake
3 642 (7.93%) Amazon Athena
4 636 (7.86%) Apache Ignite
4 636 (7.86%) Dremio
5 606 (7.49%) Apache Arrow
6 603 (7.45%) NoSQL
7 570 (7.04%) Tableau
8 522 (6.45%) Power BI
9 456 (5.63%) Big Data
10 380 (4.69%) MongoDB
11 373 (4.61%) Data Warehouse
12 359 (4.43%) Relational Database
13 331 (4.09%) SQL Server
14 270 (3.33%) GIS
15 222 (2.74%) Hadoop
15 222 (2.74%) QGIS
16 216 (2.67%) MySQL
17 156 (1.93%) Elasticsearch
18 151 (1.87%) Amazon RDS
Development Applications
1 886 (10.94%) Git
2 459 (5.67%) Jenkins
3 291 (3.59%) GitLab
4 229 (2.83%) JIRA
5 90 (1.11%) Cypress.io
6 67 (0.83%) Selenium
7 63 (0.78%) LabVIEW
8 60 (0.74%) Bitbucket Server
9 58 (0.72%) Visual Studio
10 51 (0.63%) Bitbucket
11 40 (0.49%) Subversion
12 38 (0.47%) TeamCity
13 35 (0.43%) Vagrant
14 32 (0.40%) Cucumber
14 32 (0.40%) SonarQube
15 31 (0.38%) Artifactory
16 28 (0.35%) Maven
17 25 (0.31%) Robot Framework
18 24 (0.30%) JUnit
19 23 (0.28%) CircleCI
General
1 2,710 (33.47%) Finance
2 1,701 (21.01%) Social Skills
3 1,029 (12.71%) Banking
4 967 (11.94%) Analytical Skills
5 965 (11.92%) Front Office
6 932 (11.51%) Inclusion and Diversity
7 728 (8.99%) Law
8 660 (8.15%) Investment Banking
9 456 (5.63%) Marketing
10 426 (5.26%) Legal
11 362 (4.47%) Retail
12 277 (3.42%) Public Sector
13 254 (3.14%) Presentation Skills
14 170 (2.10%) Electronics
15 152 (1.88%) Manufacturing
16 151 (1.87%) Aerospace
17 124 (1.53%) Games
18 113 (1.40%) Telecoms
19 102 (1.26%) Financial Institution
20 90 (1.11%) Automotive
Job Titles
1 2,138 (26.41%) Software Engineer
2 1,902 (23.49%) Senior
3 1,515 (18.71%) Developer
4 931 (11.50%) Python Engineer
5 847 (10.46%) Lead
6 772 (9.54%) Analyst
7 745 (9.20%) Data Engineer
8 676 (8.35%) Python Software Engineer
9 632 (7.81%) Senior Software Engineer
10 588 (7.26%) AWS Engineer
11 446 (5.51%) Python Developer
12 444 (5.48%) Architect
13 375 (4.63%) Developer/Software Engineer
14 368 (4.55%) AWS Software Engineer
15 367 (4.53%) DevOps Engineer
16 322 (3.98%) Data Analyst
16 322 (3.98%) Full Stack Developer
17 319 (3.94%) Software Developer
18 282 (3.48%) Lead Software Engineer
19 260 (3.21%) Data Scientist
Libraries, Frameworks & Software Standards
1 1,079 (13.33%) React
2 752 (9.29%) Pandas
3 745 (9.20%) gRPC
4 709 (8.76%) Protocol Buffers
5 679 (8.39%) NumPy
6 668 (8.25%) .NET
7 646 (7.98%) CSS
8 601 (7.42%) Node.js
9 544 (6.72%) HTML
10 543 (6.71%) SciPy
11 436 (5.39%) PySpark
12 430 (5.31%) AngularJS
13 363 (4.48%) REST
14 322 (3.98%) Django
15 298 (3.68%) Kafka
16 275 (3.40%) .NET Core
17 238 (2.94%) Web Services
18 237 (2.93%) Vue
19 223 (2.75%) OpenLayers
20 222 (2.74%) PostGIS
Miscellaneous
1 874 (10.80%) Hedge funds
2 840 (10.38%) Fixed Income
3 810 (10.00%) Algorithms
4 733 (9.05%) Equities
5 676 (8.35%) Foreign Exchange (FX)
6 661 (8.16%) Derivative
7 383 (4.73%) Cloud Native
8 287 (3.54%) Data Structures
9 282 (3.48%) Product Ownership
10 233 (2.88%) Onboarding
11 196 (2.42%) Hybrid Cloud
12 185 (2.29%) IoT
13 180 (2.22%) Data Centre
14 178 (2.20%) Blockchain
15 143 (1.77%) Public Cloud
16 140 (1.73%) Self-Motivation
17 138 (1.70%) Management Information System
18 126 (1.56%) Greenfield Project
19 120 (1.48%) Distributed Systems
20 92 (1.14%) Linux Command Line
Operating Systems
1 1,536 (18.97%) Linux
2 670 (8.28%) Windows
3 316 (3.90%) Unix
4 216 (2.67%) Red Hat Enterprise Linux
5 206 (2.54%) Android
6 151 (1.87%) Apple iOS
7 137 (1.69%) Windows Server
8 134 (1.66%) CentOS
9 119 (1.47%) Embedded Linux
10 118 (1.46%) Ubuntu
11 56 (0.69%) Debian
12 54 (0.67%) Data ONTAP
13 19 (0.23%) Solaris
14 18 (0.22%) Oracle Linux
15 16 (0.20%) FreeRTOS
16 15 (0.19%) Windows 10
16 15 (0.19%) Windows Server 2019
17 12 (0.15%) VMS
17 12 (0.15%) Windows Server 2016
18 10 (0.12%) AIX
Processes & Methodologies
1 3,123 (38.57%) Software Engineering
2 2,999 (37.04%) Agile
3 1,729 (21.36%) DevOps
4 1,568 (19.37%) Problem-Solving
5 1,429 (17.65%) CI/CD
6 1,428 (17.64%) Artificial Intelligence
7 1,417 (17.50%) Machine Learning
8 1,250 (15.44%) Analytics
9 1,089 (13.45%) Computer Science
10 1,047 (12.93%) Asset Management
11 873 (10.78%) Visualisation
12 803 (9.92%) Full Stack Development
13 796 (9.83%) Mathematics
14 786 (9.71%) SDLC
15 772 (9.54%) Data Science
16 771 (9.52%) Investment Management
17 684 (8.45%) Actionable Insight
18 640 (7.91%) Business Intelligence
19 638 (7.88%) Mentoring
20 617 (7.62%) Data Analysis
Programming Languages
1 2,789 (34.45%) SQL
2 2,199 (27.16%) Java
3 2,020 (24.95%) JavaScript
4 1,010 (12.48%) C#
5 1,006 (12.43%) TypeScript
6 786 (9.71%) C++
7 729 (9.00%) Bash
8 638 (7.88%) PowerShell
9 565 (6.98%) C
10 420 (5.19%) R
11 306 (3.78%) Go
12 219 (2.71%) Perl
13 197 (2.43%) MATLAB
14 161 (1.99%) Scala
15 141 (1.74%) Ruby
16 123 (1.52%) Kotlin
17 120 (1.48%) Shell Script
18 118 (1.46%) Rust
19 107 (1.32%) PL/SQL
20 102 (1.26%) Embedded C
Qualifications
1 1,821 (22.49%) Degree
2 1,155 (14.27%) Security Cleared
3 703 (8.68%) SC Cleared
4 536 (6.62%) Computer Science Degree
5 438 (5.41%) Master's Degree
6 298 (3.68%) DV Cleared
7 248 (3.06%) DBS Check
8 230 (2.84%) PhD
9 107 (1.32%) AWS Certification
10 88 (1.09%) CISSP
11 74 (0.91%) Cisco Certification
12 66 (0.82%) Azure Certification
13 53 (0.65%) Numerate Degree
14 50 (0.62%) CCNA
15 47 (0.58%) CCNP
16 45 (0.56%) BPSS Clearance
17 40 (0.49%) CEH
18 35 (0.43%) ISTQB
19 32 (0.40%) CISA
20 30 (0.37%) CRISC
Quality Assurance & Compliance
1 489 (6.04%) Data Quality
2 273 (3.37%) QA
3 71 (0.88%) ISO/IEC 27001
4 53 (0.65%) Accessibility
5 52 (0.64%) NIST
6 43 (0.53%) GDPR
6 43 (0.53%) PCI DSS
7 40 (0.49%) SLA
8 23 (0.28%) PMO
9 20 (0.25%) Cyber Essentials
10 18 (0.22%) ISO 9001
11 14 (0.17%) IFRS
12 13 (0.16%) HIPAA
13 11 (0.14%) IFRS 9
13 11 (0.14%) JTAG
13 11 (0.14%) SOC 2
14 9 (0.11%) COBIT
15 8 (0.099%) ISO 13485
15 8 (0.099%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
16 7 (0.086%) GRC
System Software
1 851 (10.51%) Docker
2 202 (2.50%) VMware Infrastructure
3 146 (1.80%) Active Directory
4 92 (1.14%) Firmware
5 81 (1.00%) Virtual Machines
6 76 (0.94%) Hyper-V
7 65 (0.80%) HDFS
8 41 (0.51%) Embedded Firmware
9 26 (0.32%) vSphere
10 23 (0.28%) XenApp
11 22 (0.27%) XenDesktop
12 15 (0.19%) NFS
13 14 (0.17%) Slurm Workload Manager
13 14 (0.17%) Virtual Desktop
14 13 (0.16%) KVM
14 13 (0.16%) VMware ESXi
15 11 (0.14%) Ceph
16 10 (0.12%) Lustre
17 9 (0.11%) pfSense
18 6 (0.074%) Varnish
Systems Management
1 1,059 (13.08%) Kubernetes
2 931 (11.50%) Terraform
3 697 (8.61%) Ansible
4 240 (2.96%) Puppet
5 215 (2.66%) Prometheus
6 136 (1.68%) Grafana
7 107 (1.32%) Progress Chef
8 72 (0.89%) vCenter Server
9 27 (0.33%) Single Sign-On
10 26 (0.32%) Nagios
11 25 (0.31%) Kibana
12 22 (0.27%) Salt
12 22 (0.27%) ZABBIX
13 18 (0.22%) HAProxy
13 18 (0.22%) Red Hat Satellite
14 16 (0.20%) Argo
15 15 (0.19%) Microsoft Data Protection Manager
15 15 (0.19%) SCCM
16 14 (0.17%) Istio
17 13 (0.16%) Active Directory Federation Services
Vendors
1 645 (7.97%) Databricks
2 641 (7.92%) Microsoft
3 456 (5.63%) Google
4 348 (4.30%) Red Hat
5 307 (3.79%) Oracle
6 257 (3.17%) VMware
7 237 (2.93%) ESRI
8 159 (1.96%) Bloomberg
9 154 (1.90%) IBM
10 135 (1.67%) Splunk
11 117 (1.45%) Informatica
12 103 (1.27%) Cisco
13 97 (1.20%) Alteryx
14 82 (1.01%) Xilinx
15 79 (0.98%) Reuters
16 78 (0.96%) Palo Alto
17 61 (0.75%) Atlassian
18 60 (0.74%) NetApp
18 60 (0.74%) SAP
19 55 (0.68%) ServiceNow