Algorithms Contract Job Trends in England

Algorithms
UK > England

The table below looks at the prevalence of the term Algorithms in contract job vacancies in England. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Algorithms over the 6 months leading up to 20 December 2025, comparing them to the same period in the previous two years.

6 months to
20 Dec 2025
Same period 2024 Same period 2023
Rank 266 256 282
Rank change year-on-year -10 +26 +38
Contract jobs citing Algorithms 304 272 303
As % of all contract jobs in England 0.97% 0.94% 0.81%
As % of the Miscellaneous category 2.71% 2.91% 2.55%
Number of daily rates quoted 187 187 213
10th Percentile £321 £375 £400
25th Percentile £412 £455 £513
Median daily rate (50th Percentile) £550 £600 £625
Median % change year-on-year -8.33% -4.00% -10.71%
75th Percentile £722 £713 £775
90th Percentile £1,050 £855 £860
UK median daily rate £550 £581 £625
% change year-on-year -5.38% -7.00% -12.59%
Number of hourly rates quoted 17 17 17
10th Percentile £55.15 £25.74 £35.00
25th Percentile £65.00 £46.25 £42.50
Median hourly rate £67.00 £52.50 £57.50
Median % change year-on-year +27.62% -8.70% +1.13%
75th Percentile £73.00 £71.25 £64.53
90th Percentile £79.40 £75.00 £69.80
UK median hourly rate £65.50 £50.00 £57.50
% change year-on-year +31.00% -13.04% +1.13%

All Generic Skills
England

Algorithms falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring generic IT skills in England.

Contract vacancies with a requirement for generic IT skills 11,210 9,355 11,886
As % of all contract IT jobs advertised in England 35.60% 32.39% 31.95%
Number of daily rates quoted 7,064 5,674 8,056
10th Percentile £281 £279 £263
25th Percentile £408 £413 £420
Median daily rate (50th Percentile) £513 £550 £550
Median % change year-on-year -6.82% - -4.31%
75th Percentile £638 £675 £675
90th Percentile £738 £788 £775
UK median daily rate £503 £538 £550
% change year-on-year -6.51% -2.27% -
Number of hourly rates quoted 567 277 458
10th Percentile £14.25 £17.08 £16.75
25th Percentile £18.25 £23.59 £20.89
Median hourly rate £29.00 £37.00 £43.84
Median % change year-on-year -21.62% -15.60% +25.25%
75th Percentile £61.50 £66.50 £65.00
90th Percentile £74.26 £80.75 £77.50
UK median hourly rate £27.21 £32.75 £42.50
% change year-on-year -16.92% -22.94% +21.43%

Algorithms
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings citing Algorithms relative to all contract IT jobs advertised in England.

Algorithms job vacancy trend in England

Algorithms
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Algorithms.

Contractor daily rate distribution trend for jobs in England citing Algorithms

Algorithms
Daily Rate Histogram in England

Daily rate distribution for jobs citing Algorithms in England over the 6 months to 20 December 2025.

Daily rate histogram for Algorithms in England

Algorithms
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing Algorithms.

Contractor hourly rate distribution trend for jobs in England citing Algorithms

Algorithms
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Algorithms in England over the 6 months to 20 December 2025.

Hourly rate histogram for Algorithms in England

Algorithms
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 Algorithms within the England region over the 6 months to 20 December 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
London +4 172 £600 -4.00% 61
East of England -1 40 £345 -42.50% 33
South East +2 33 £500 - 57
North of England -42 31 £550 +12.36% 25
Yorkshire -29 23 £675 - 9
West Midlands -21 17 £538 +34.38% 7
Midlands -32 17 £538 +34.38% 15
North West -39 7 £180 -63.23% 11
South West -23 6 £550 -17.60% 53
North East - 1 £400 - 5
Algorithms
UK

Algorithms
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 16 (5.26%) Apache Spark
2 11 (3.62%) Apache
3 10 (3.29%) Jupyter
4 8 (2.63%) Apache Pig
5 5 (1.64%) Confluence
6 3 (0.99%) Apache Airflow
6 3 (0.99%) IIS
7 2 (0.66%) SharePoint
Applications
1 11 (3.62%) Microsoft Excel
2 8 (2.63%) Chatbot
3 6 (1.97%) Simulink
4 2 (0.66%) CPLEX
Business Applications
1 3 (0.99%) ProductWriter
2 2 (0.66%) Temenos T24
3 1 (0.33%) Actimize
3 1 (0.33%) Bloomberg AIM
3 1 (0.33%) Fidessa
Cloud Services
1 66 (21.71%) Azure
2 48 (15.79%) AWS
3 28 (9.21%) GCP
4 27 (8.88%) Power Platform
5 19 (6.25%) GitHub
6 13 (4.28%) Azure AKS
7 12 (3.95%) GitHub Copilot
7 12 (3.95%) PaaS
7 12 (3.95%) Serverless
8 9 (2.96%) Amazon SageMaker
8 9 (2.96%) Azure Functions
8 9 (2.96%) Cloud Computing
8 9 (2.96%) npm
9 8 (2.63%) Azure Machine Learning
9 8 (2.63%) Vertex AI
10 5 (1.64%) Amazon EKS
11 4 (1.32%) Azure DevOps
12 3 (0.99%) Amazon ECS
12 3 (0.99%) AWS Lambda
12 3 (0.99%) Azure Data Factory
Communications & Networking
1 5 (1.64%) Ethernet
2 4 (1.32%) Internet
2 4 (1.32%) SSL
3 2 (0.66%) 2G
3 2 (0.66%) 5G
3 2 (0.66%) LTE
3 2 (0.66%) Mobile Backhaul
3 2 (0.66%) S/MIME
3 2 (0.66%) SNMP
3 2 (0.66%) SSH
3 2 (0.66%) VoIP
3 2 (0.66%) VPN
3 2 (0.66%) Wireless
4 1 (0.33%) Ethernet VPN
4 1 (0.33%) F5 BIG-IP LTM
4 1 (0.33%) FIX Connectivity
4 1 (0.33%) IPsec
4 1 (0.33%) SD-WAN
4 1 (0.33%) VXLAN
4 1 (0.33%) WAN
Database & Business Intelligence
1 25 (8.22%) Power BI
2 22 (7.24%) Hadoop
3 21 (6.91%) NoSQL
4 18 (5.92%) Relational Database
5 17 (5.59%) Big Data
6 15 (4.93%) KDB
6 15 (4.93%) Tableau
7 14 (4.61%) Kdb+
8 11 (3.62%) Data Mining
9 10 (3.29%) PostgreSQL
10 9 (2.96%) Apache Hive
11 7 (2.30%) Elasticsearch
11 7 (2.30%) RDBMS
12 5 (1.64%) MySQL
13 4 (1.32%) BigQuery
13 4 (1.32%) DB2
13 4 (1.32%) MemSQL
13 4 (1.32%) MongoDB
13 4 (1.32%) Sybase IQ
14 3 (0.99%) Neo4j
Development Applications
1 22 (7.24%) Git
2 17 (5.59%) JIRA
3 16 (5.26%) GitLab
4 12 (3.95%) Visual Studio
5 11 (3.62%) Jenkins
6 10 (3.29%) Artifactory
7 5 (1.64%) PyCharm
7 5 (1.64%) QUnit
8 3 (0.99%) Gradle
8 3 (0.99%) JUnit
8 3 (0.99%) Maven
9 2 (0.66%) Cypress.io
9 2 (0.66%) LabVIEW
9 2 (0.66%) Log4j
9 2 (0.66%) MLflow
9 2 (0.66%) Mockito
9 2 (0.66%) SonarQube
9 2 (0.66%) Sonatype Nexus
9 2 (0.66%) Subversion
9 2 (0.66%) TeamCity
General
1 95 (31.25%) Social Skills
2 61 (20.07%) Finance
3 52 (17.11%) Analytical Skills
4 38 (12.50%) Front Office
5 23 (7.57%) Banking
6 13 (4.28%) Public Sector
7 10 (3.29%) Manufacturing
8 7 (2.30%) Electronics
8 7 (2.30%) Retail
8 7 (2.30%) Telecoms
9 6 (1.97%) Investment Banking
9 6 (1.97%) Legal
9 6 (1.97%) Marketing
10 5 (1.64%) Games
11 4 (1.32%) Publishing
12 3 (0.99%) Financial Institution
13 2 (0.66%) Aerospace
13 2 (0.66%) Inclusion and Diversity
13 2 (0.66%) Law
13 2 (0.66%) Presentation Skills
Job Titles
1 101 (33.22%) Developer
2 43 (14.14%) Data Scientist
3 33 (10.86%) Senior
4 24 (7.89%) Software Engineer
5 20 (6.58%) Artificial Intelligence Engineer
5 20 (6.58%) Java Developer
5 20 (6.58%) Python Developer
6 18 (5.92%) Lead
7 17 (5.59%) Data Engineer
7 17 (5.59%) Quantitative Developer
7 17 (5.59%) Senior Developer
8 15 (4.93%) C++ Developer
9 11 (3.62%) Architect
9 11 (3.62%) Machine Learning Engineer
9 11 (3.62%) Software Developer
10 10 (3.29%) Analyst
11 9 (2.96%) C++ Quantitative Developer
11 9 (2.96%) Linux Developer
11 9 (2.96%) Low Latency C++ Developer
11 9 (2.96%) Robotics Engineer
Libraries, Frameworks & Software Standards
1 43 (14.14%) TensorFlow
2 38 (12.50%) scikit-learn
3 37 (12.17%) PyTorch
4 33 (10.86%) Pandas
5 25 (8.22%) NumPy
6 23 (7.57%) .NET
7 20 (6.58%) FIX Protocol
8 19 (6.25%) React
9 17 (5.59%) RESTful
10 15 (4.93%) HTML
11 14 (4.61%) CSS
11 14 (4.61%) Node.js
12 13 (4.28%) Matplotlib
12 13 (4.28%) Semantic Kernel
13 12 (3.95%) AngularJS
14 10 (3.29%) .NET Framework
14 10 (3.29%) XGBoost
15 9 (2.96%) REST
15 9 (2.96%) Svelte
15 9 (2.96%) Vue
Miscellaneous
1 69 (22.70%) Data Structures
2 27 (8.88%) Distributed Systems
3 22 (7.24%) Foreign Exchange (FX)
4 21 (6.91%) Cloud Native
5 20 (6.58%) Equities
6 19 (6.25%) Fixed Income
7 17 (5.59%) Derivative
8 14 (4.61%) Product Ownership
9 10 (3.29%) FPGA
9 10 (3.29%) PKI
10 9 (2.96%) Equity Derivative
10 9 (2.96%) Robotics
11 8 (2.63%) Analytical Mindset
11 8 (2.63%) Distributed Computing
12 6 (1.97%) Clustering
12 6 (1.97%) Data Protection Act
13 5 (1.64%) Enterprise Software
13 5 (1.64%) Replication
13 5 (1.64%) Verilog
13 5 (1.64%) VHDL
Operating Systems
1 32 (10.53%) Linux
2 13 (4.28%) Unix
3 2 (0.66%) Android
3 2 (0.66%) Apple iOS
3 2 (0.66%) Windows
3 2 (0.66%) Windows Server
4 1 (0.33%) Robot Operating System
Processes & Methodologies
1 146 (48.03%) Machine Learning
2 89 (29.28%) Data Science
3 86 (28.29%) AI
4 83 (27.30%) Computer Science
5 80 (26.32%) Agile
6 78 (25.66%) Problem-Solving
7 55 (18.09%) Analytics
8 50 (16.45%) CI/CD
9 49 (16.12%) Mathematics
9 49 (16.12%) Software Engineering
9 49 (16.12%) Visualisation
10 47 (15.46%) Data Pipeline
10 47 (15.46%) LLM
11 45 (14.80%) Decision-Making
12 38 (12.50%) Deep Learning
13 35 (11.51%) Data Engineering
13 35 (11.51%) DevOps
14 34 (11.18%) Statistics
15 33 (10.86%) Natural Language Processing
16 31 (10.20%) Data Visualisation
Programming Languages
1 173 (56.91%) Python
2 63 (20.72%) SQL
3 56 (18.42%) Java
4 39 (12.83%) C++
5 29 (9.54%) C#
6 21 (6.91%) TypeScript
7 17 (5.59%) JavaScript
8 15 (4.93%) R
9 14 (4.61%) MATLAB
10 13 (4.28%) PowerShell
10 13 (4.28%) Scala
11 8 (2.63%) Bash
12 5 (1.64%) SystemVerilog
12 5 (1.64%) Tcl
13 4 (1.32%) Go
14 3 (0.99%) C
15 2 (0.66%) Kotlin
15 2 (0.66%) Rust
15 2 (0.66%) VBA
15 2 (0.66%) VC++
Qualifications
1 68 (22.37%) Degree
2 38 (12.50%) Security Cleared
3 27 (8.88%) SC Cleared
4 26 (8.55%) Computer Science Degree
5 21 (6.91%) Master's Degree
6 13 (4.28%) MCP
7 11 (3.62%) PhD
8 10 (3.29%) Numerate Degree
9 5 (1.64%) CISSP
9 5 (1.64%) HNC
9 5 (1.64%) HND
10 4 (1.32%) DBS Check
11 3 (0.99%) CISM
11 3 (0.99%) DV Cleared
11 3 (0.99%) GIAC
11 3 (0.99%) Postgraduate
12 2 (0.66%) CEH
12 2 (0.66%) Cisco Certification
13 1 (0.33%) AWS Certification
13 1 (0.33%) ISSAP
Quality Assurance & Compliance
1 16 (5.26%) NIST
2 15 (4.93%) EU AI Act
3 14 (4.61%) QA
4 10 (3.29%) Data Quality
5 7 (2.30%) GDPR
6 6 (1.97%) PCI DSS
7 5 (1.64%) DO-254
7 5 (1.64%) FIPS 140-2
7 5 (1.64%) ISO/IEC 27001
8 3 (0.99%) SLA
9 2 (0.66%) Accessibility
9 2 (0.66%) EMIR
9 2 (0.66%) ISO/IEC 20000
9 2 (0.66%) PMO
9 2 (0.66%) Software Quality Assurance
10 1 (0.33%) JSP 440
10 1 (0.33%) NCSC
10 1 (0.33%) RMADS
System Software
1 26 (8.55%) Docker
2 6 (1.97%) Firmware
3 3 (0.99%) Virtual Machines
4 1 (0.33%) Active Directory
4 1 (0.33%) Squid
Systems Management
1 35 (11.51%) Kubernetes
2 12 (3.95%) Terraform
3 5 (1.64%) Kibana
3 5 (1.64%) logstash
4 4 (1.32%) ITRS Geneos
5 3 (0.99%) Ansible
5 3 (0.99%) Grafana
6 2 (0.66%) Kubeflow
6 2 (0.66%) Prometheus
6 2 (0.66%) rkt
7 1 (0.33%) Rundeck
7 1 (0.33%) Single Sign-On
Vendors
1 34 (11.18%) Microsoft
2 14 (4.61%) Splunk
3 13 (4.28%) Google
4 12 (3.95%) Foundry
5 10 (3.29%) Xilinx
6 7 (2.30%) Databricks
7 6 (1.97%) Intel
8 5 (1.64%) Actel
8 5 (1.64%) Altera
8 5 (1.64%) Microsemi
8 5 (1.64%) Solace
8 5 (1.64%) Thales
9 4 (1.32%) TIBCO
10 3 (0.99%) ION Trading
10 3 (0.99%) Oracle
10 3 (0.99%) SAP
11 2 (0.66%) Cognos
11 2 (0.66%) Dynatrace
11 2 (0.66%) ServiceNow
11 2 (0.66%) Temenos