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 27 December 2025, comparing them to the same period in the previous two years.

6 months to
27 Dec 2025
Same period 2024 Same period 2023
Rank 271 252 285
Rank change year-on-year -19 +33 +30
Contract jobs citing Algorithms 302 273 292
As % of all contract jobs in England 0.95% 0.96% 0.79%
As % of the Miscellaneous category 2.69% 2.95% 2.50%
Number of daily rates quoted 182 189 208
10th Percentile £323 £375 £384
25th Percentile £412 £450 £513
Median daily rate (50th Percentile) £550 £609 £633
Median % change year-on-year -9.69% -3.72% -9.64%
75th Percentile £734 £713 £775
90th Percentile £1,050 £850 £871
UK median daily rate £550 £588 £628
% change year-on-year -6.38% -6.37% -12.24%
Number of hourly rates quoted 19 16 15
10th Percentile £52.02 £25.23 £35.00
25th Percentile £63.38 £46.25 £42.50
Median hourly rate £66.00 £52.50 £57.50
Median % change year-on-year +25.71% -8.70% +1.13%
75th Percentile £70.00 £66.56 £63.52
90th Percentile £79.20 £75.00 £70.70
UK median hourly rate £65.00 £50.00 £57.50
% change year-on-year +30.00% -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 11,243 9,251 11,699
As % of all contract IT jobs advertised in England 35.36% 32.43% 31.65%
Number of daily rates quoted 7,098 5,596 7,916
10th Percentile £285 £276 £263
25th Percentile £408 £413 £414
Median daily rate (50th Percentile) £513 £550 £550
Median % change year-on-year -6.82% - -3.51%
75th Percentile £638 £675 £675
90th Percentile £750 £788 £775
UK median daily rate £502 £530 £550
% change year-on-year -5.31% -3.64% -
Number of hourly rates quoted 555 269 471
10th Percentile £14.25 £17.08 £16.25
25th Percentile £18.50 £23.60 £20.50
Median hourly rate £29.00 £37.00 £42.50
Median % change year-on-year -21.62% -12.94% +25.67%
75th Percentile £62.29 £66.50 £65.00
90th Percentile £75.00 £82.44 £77.50
UK median hourly rate £27.21 £33.54 £41.50
% change year-on-year -18.87% -19.18% +25.76%

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 27 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 27 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 27 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 -11 168 £600 -4.00% 290
East of England -2 37 £345 -42.50% 139
North of England -40 33 £550 +12.36% 185
South East +3 32 £500 +2.56% 228
Yorkshire -19 25 £675 - 76
West Midlands -18 17 £538 +34.38% 54
Midlands -36 17 £538 +34.38% 125
South West -17 10 £525 -21.35% 120
North West -34 7 £180 -63.23% 90
North East - 1 £400 - 19
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 14 (4.64%) Apache Spark
2 11 (3.64%) Apache
2 11 (3.64%) Jupyter
3 8 (2.65%) Apache Pig
4 5 (1.66%) Confluence
5 3 (0.99%) IIS
6 2 (0.66%) Apache Airflow
7 1 (0.33%) SharePoint
Applications
1 12 (3.97%) Microsoft Excel
2 8 (2.65%) Chatbot
3 6 (1.99%) Simulink
4 1 (0.33%) CPLEX
4 1 (0.33%) LaTeX
Business Applications
1 3 (0.99%) ProductWriter
2 1 (0.33%) Actimize
2 1 (0.33%) Bloomberg AIM
2 1 (0.33%) Fidessa
2 1 (0.33%) Temenos T24
Cloud Services
1 64 (21.19%) Azure
2 47 (15.56%) AWS
3 27 (8.94%) GCP
3 27 (8.94%) Power Platform
4 19 (6.29%) GitHub
5 13 (4.30%) Azure AKS
6 12 (3.97%) GitHub Copilot
6 12 (3.97%) PaaS
6 12 (3.97%) Serverless
7 9 (2.98%) Amazon SageMaker
7 9 (2.98%) Azure Functions
7 9 (2.98%) Cloud Computing
7 9 (2.98%) npm
8 8 (2.65%) Azure Machine Learning
9 7 (2.32%) Vertex AI
10 5 (1.66%) Amazon EKS
11 4 (1.32%) Azure DevOps
12 3 (0.99%) Amazon ECS
12 3 (0.99%) AWS Lambda
13 2 (0.66%) Azure Synapse Analytics
Communications & Networking
1 5 (1.66%) Ethernet
2 4 (1.32%) Internet
2 4 (1.32%) SSL
3 3 (0.99%) S/MIME
3 3 (0.99%) VPN
4 2 (0.66%) 2G
4 2 (0.66%) 5G
4 2 (0.66%) LTE
4 2 (0.66%) Mobile Backhaul
4 2 (0.66%) SNMP
4 2 (0.66%) SSH
4 2 (0.66%) VoIP
4 2 (0.66%) Wireless
5 1 (0.33%) BIG-IP
5 1 (0.33%) Ethernet VPN
5 1 (0.33%) F5 BIG-IP LTM
5 1 (0.33%) FIX Connectivity
5 1 (0.33%) IPsec
5 1 (0.33%) SD-WAN
5 1 (0.33%) VXLAN
Database & Business Intelligence
1 25 (8.28%) Power BI
2 21 (6.95%) NoSQL
3 20 (6.62%) Hadoop
4 18 (5.96%) Relational Database
5 15 (4.97%) Big Data
5 15 (4.97%) KDB
6 14 (4.64%) Kdb+
7 12 (3.97%) Tableau
8 11 (3.64%) Data Mining
9 10 (3.31%) PostgreSQL
10 9 (2.98%) Apache Hive
11 7 (2.32%) Elasticsearch
11 7 (2.32%) RDBMS
12 5 (1.66%) MySQL
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%) BigQuery
14 3 (0.99%) Neo4j
Development Applications
1 22 (7.28%) Git
2 17 (5.63%) JIRA
3 16 (5.30%) GitLab
4 12 (3.97%) Visual Studio
5 11 (3.64%) Jenkins
6 10 (3.31%) Artifactory
7 5 (1.66%) PyCharm
7 5 (1.66%) 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%) GoCD
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 91 (30.13%) Social Skills
2 61 (20.20%) Finance
3 49 (16.23%) Analytical Skills
4 38 (12.58%) Front Office
5 22 (7.28%) Banking
6 13 (4.30%) Public Sector
7 8 (2.65%) Manufacturing
8 7 (2.32%) Electronics
9 6 (1.99%) Investment Banking
9 6 (1.99%) Legal
9 6 (1.99%) Retail
9 6 (1.99%) Telecoms
10 5 (1.66%) Games
10 5 (1.66%) Marketing
11 4 (1.32%) Publishing
12 3 (0.99%) Aerospace
12 3 (0.99%) Financial Institution
12 3 (0.99%) Law
13 2 (0.66%) Inclusion and Diversity
13 2 (0.66%) Pharmaceutical
Job Titles
1 101 (33.44%) Developer
2 43 (14.24%) Data Scientist
3 36 (11.92%) Senior
4 27 (8.94%) Software Engineer
5 21 (6.95%) Python Developer
6 20 (6.62%) Artificial Intelligence Engineer
6 20 (6.62%) Java Developer
7 18 (5.96%) Lead
7 18 (5.96%) Quantitative Developer
7 18 (5.96%) Senior Developer
8 17 (5.63%) C++ Developer
9 16 (5.30%) Data Engineer
10 11 (3.64%) Architect
10 11 (3.64%) Machine Learning Engineer
10 11 (3.64%) Software Developer
11 10 (3.31%) Analyst
11 10 (3.31%) C++ Quantitative Developer
11 10 (3.31%) Linux Developer
11 10 (3.31%) Low Latency C++ Developer
12 9 (2.98%) Robotics Engineer
Libraries, Frameworks & Software Standards
1 40 (13.25%) TensorFlow
2 36 (11.92%) scikit-learn
3 34 (11.26%) PyTorch
4 31 (10.26%) Pandas
5 23 (7.62%) .NET
5 23 (7.62%) NumPy
6 20 (6.62%) FIX Protocol
7 19 (6.29%) React
8 17 (5.63%) RESTful
9 15 (4.97%) HTML
10 14 (4.64%) CSS
10 14 (4.64%) Node.js
11 13 (4.30%) Semantic Kernel
12 12 (3.97%) AngularJS
13 11 (3.64%) Matplotlib
14 10 (3.31%) .NET Framework
14 10 (3.31%) XGBoost
15 9 (2.98%) REST
15 9 (2.98%) Svelte
15 9 (2.98%) Vue
Miscellaneous
1 69 (22.85%) Data Structures
2 28 (9.27%) Distributed Systems
3 22 (7.28%) Equities
3 22 (7.28%) Foreign Exchange (FX)
4 21 (6.95%) Cloud Native
5 19 (6.29%) Fixed Income
6 18 (5.96%) Derivative
7 13 (4.30%) Product Ownership
8 11 (3.64%) PKI
8 11 (3.64%) Robotics
9 10 (3.31%) Equity Derivative
9 10 (3.31%) FPGA
10 8 (2.65%) Analytical Mindset
10 8 (2.65%) Distributed Computing
11 6 (1.99%) Clustering
11 6 (1.99%) Data Protection Act
12 5 (1.66%) Enterprise Software
12 5 (1.66%) Replication
12 5 (1.66%) Verilog
12 5 (1.66%) VHDL
Operating Systems
1 33 (10.93%) Linux
2 13 (4.30%) 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
1 142 (47.02%) Machine Learning
2 88 (29.14%) Data Science
3 82 (27.15%) AI
4 80 (26.49%) Computer Science
5 78 (25.83%) Agile
5 78 (25.83%) Problem-Solving
6 53 (17.55%) Analytics
7 52 (17.22%) CI/CD
7 52 (17.22%) Software Engineering
8 50 (16.56%) Mathematics
9 46 (15.23%) Data Pipeline
10 45 (14.90%) LLM
11 44 (14.57%) Decision-Making
11 44 (14.57%) Visualisation
12 37 (12.25%) Deep Learning
13 36 (11.92%) DevOps
14 35 (11.59%) Statistics
15 33 (10.93%) Data Engineering
16 32 (10.60%) Low Latency
16 32 (10.60%) Natural Language Processing
Programming Languages
1 170 (56.29%) Python
2 62 (20.53%) SQL
3 56 (18.54%) Java
4 42 (13.91%) C++
5 29 (9.60%) C#
6 21 (6.95%) TypeScript
7 17 (5.63%) JavaScript
8 16 (5.30%) MATLAB
9 13 (4.30%) PowerShell
9 13 (4.30%) R
9 13 (4.30%) Scala
10 8 (2.65%) Bash
11 5 (1.66%) SystemVerilog
11 5 (1.66%) Tcl
12 4 (1.32%) Go
13 3 (0.99%) C
14 2 (0.66%) Kotlin
14 2 (0.66%) Rust
14 2 (0.66%) VBA
14 2 (0.66%) VC++
Qualifications
1 65 (21.52%) Degree
2 41 (13.58%) Security Cleared
3 27 (8.94%) SC Cleared
4 24 (7.95%) Computer Science Degree
5 18 (5.96%) Master's Degree
6 13 (4.30%) MCP
7 11 (3.64%) Numerate Degree
8 9 (2.98%) PhD
9 6 (1.99%) CISSP
10 5 (1.66%) HNC
10 5 (1.66%) HND
11 4 (1.32%) CISM
11 4 (1.32%) DBS Check
11 4 (1.32%) DV Cleared
11 4 (1.32%) GIAC
12 3 (0.99%) Postgraduate
13 2 (0.66%) CEH
13 2 (0.66%) Cisco Certification
14 1 (0.33%) AWS Certification
14 1 (0.33%) ISSAP
Quality Assurance & Compliance
1 17 (5.63%) NIST
2 15 (4.97%) EU AI Act
3 13 (4.30%) QA
4 9 (2.98%) Data Quality
5 6 (1.99%) GDPR
5 6 (1.99%) ISO/IEC 27001
5 6 (1.99%) PCI DSS
6 5 (1.66%) DO-254
6 5 (1.66%) FIPS 140-2
7 3 (0.99%) SLA
8 2 (0.66%) Accessibility
8 2 (0.66%) EMIR
9 1 (0.33%) ISO/IEC 20000
9 1 (0.33%) JSP 440
9 1 (0.33%) NCSC
9 1 (0.33%) PMO
9 1 (0.33%) RMADS
9 1 (0.33%) Software Quality Assurance
System Software
1 26 (8.61%) Docker
2 6 (1.99%) Firmware
3 3 (0.99%) Virtual Machines
4 1 (0.33%) Active Directory
4 1 (0.33%) Squid
Systems Management
1 35 (11.59%) Kubernetes
2 12 (3.97%) Terraform
3 5 (1.66%) Kibana
3 5 (1.66%) 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 (11.26%) Microsoft
2 14 (4.64%) Splunk
3 12 (3.97%) Foundry
3 12 (3.97%) Google
4 10 (3.31%) Xilinx
5 7 (2.32%) Databricks
6 6 (1.99%) Intel
6 6 (1.99%) Thales
7 5 (1.66%) Actel
7 5 (1.66%) Altera
7 5 (1.66%) Microsemi
7 5 (1.66%) Solace
8 4 (1.32%) TIBCO
9 3 (0.99%) IBM
9 3 (0.99%) ION Trading
9 3 (0.99%) Oracle
9 3 (0.99%) SAP
10 2 (0.66%) Dynatrace
10 2 (0.66%) Sage
10 2 (0.66%) ServiceNow