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 9 April 2026, comparing them to the same period in the previous two years.

6 months to
9 Apr 2026
Same period 2025 Same period 2024
Rank 317 257 256
Rank change year-on-year -60 -1 +38
Contract jobs citing Algorithms 301 228 331
As % of all contract jobs in England 0.77% 0.94% 0.88%
As % of the Miscellaneous category 2.33% 2.75% 2.86%
Number of daily rates quoted 165 148 207
10th Percentile £194 £400 £400
25th Percentile £396 £463 £475
Median daily rate (50th Percentile) £550 £625 £590
Median % change year-on-year -12.00% +5.93% -2.96%
75th Percentile £725 £700 £725
90th Percentile £940 £850 £913
UK median daily rate £550 £600 £588
% change year-on-year -8.33% +2.13% -6.75%
Number of hourly rates quoted 43 18 54
10th Percentile £53.53 £22.72 £41.63
25th Percentile £61.88 £31.88 £52.50
Median hourly rate £65.00 £56.25 £55.00
Median % change year-on-year +15.56% +2.27% +109.52%
75th Percentile - £74.69 £58.75
90th Percentile £70.00 £81.49 £67.10
UK median hourly rate £65.00 £52.50 £55.00
% change year-on-year +23.81% -4.55% +120.00%

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 12,894 8,296 11,574
As % of all contract IT jobs advertised in England 32.97% 34.06% 30.89%
Number of daily rates quoted 8,192 5,451 7,567
10th Percentile £300 £300 £263
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £513 £548 £550
Median % change year-on-year -6.48% -0.36% -4.35%
75th Percentile £625 £675 £673
90th Percentile £749 £788 £788
UK median daily rate £500 £525 £536
% change year-on-year -4.76% -2.05% -2.55%
Number of hourly rates quoted 656 312 812
10th Percentile £16.01 £16.68 £12.29
25th Percentile £20.79 £22.66 £15.16
Median hourly rate £45.46 £34.50 £28.13
Median % change year-on-year +31.77% +22.67% +25.00%
75th Percentile £70.00 £66.00 £57.50
90th Percentile £85.40 £85.00 £66.98
UK median hourly rate £45.00 £32.50 £28.00
% change year-on-year +38.46% +16.07% +24.53%

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 9 April 2026.

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 9 April 2026.

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 9 April 2026. 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 -24 162 £600 -7.73% 126
South West +3 43 £500 -25.09% 56
South East -45 33 £550 +10.00% 101
East of England -38 25 £345 -46.92% 48
North of England -74 23 £500 -9.09% 56
Yorkshire -42 14 £563 - 15
North West -46 9 £200 -63.64% 28
West Midlands -54 6 £463 - 21
Midlands -60 6 £463 +560.71% 48
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 12 (3.99%) Apache Airflow
1 12 (3.99%) Apache Spark
2 11 (3.65%) Jupyter
3 5 (1.66%) Apache
4 2 (0.66%) Confluence
5 1 (0.33%) Ethereum
5 1 (0.33%) Solana
Applications
1 14 (4.65%) Microsoft Excel
2 7 (2.33%) Chatbot
3 4 (1.33%) CPLEX
3 4 (1.33%) Microsoft Office
3 4 (1.33%) Simulink
4 3 (1.00%) LaTeX
4 3 (1.00%) Microsoft PowerPoint
Business Applications
1 5 (1.66%) SAP IBP
2 4 (1.33%) Bloomberg AIM
2 4 (1.33%) Fidessa
2 4 (1.33%) ProductWriter
3 1 (0.33%) Actimize
3 1 (0.33%) SAP APO
Cloud Services
1 56 (18.60%) AWS
2 48 (15.95%) Azure
3 27 (8.97%) GCP
4 21 (6.98%) Power Platform
5 14 (4.65%) GitHub
6 10 (3.32%) Amazon SageMaker
7 8 (2.66%) Dagster
7 8 (2.66%) Vertex AI
8 7 (2.33%) Amazon ECS
8 7 (2.33%) Amazon EKS
8 7 (2.33%) Cloud Computing
9 6 (1.99%) GitHub Actions
10 5 (1.66%) Azure Machine Learning
10 5 (1.66%) Serverless
11 4 (1.33%) AWS Lambda
11 4 (1.33%) Azure DevOps
12 3 (1.00%) Azure AKS
12 3 (1.00%) dbt
12 3 (1.00%) GitHub Copilot
12 3 (1.00%) IBM Watson
Communications & Networking
1 5 (1.66%) BIG-IP
1 5 (1.66%) F5 BIG-IP LTM
1 5 (1.66%) Firewall
1 5 (1.66%) HTTP
1 5 (1.66%) Network Security
1 5 (1.66%) SSL
2 4 (1.33%) Ethernet
2 4 (1.33%) Internet
2 4 (1.33%) S/MIME
2 4 (1.33%) VPN
3 3 (1.00%) DNS
3 3 (1.00%) HTTPS
3 3 (1.00%) Multicast
3 3 (1.00%) TCP/IP
4 2 (0.66%) BGP
4 2 (0.66%) LAN
4 2 (0.66%) LTE
4 2 (0.66%) MPLS
4 2 (0.66%) VoIP
4 2 (0.66%) WAN
Database & Business Intelligence
1 19 (6.31%) Power BI
2 17 (5.65%) NoSQL
3 14 (4.65%) PostgreSQL
3 14 (4.65%) Relational Database
4 13 (4.32%) Tableau
5 9 (2.99%) Big Data
5 9 (2.99%) KDB
6 6 (1.99%) RDBMS
6 6 (1.99%) SQL Server
7 5 (1.66%) Hadoop
7 5 (1.66%) Kdb+
7 5 (1.66%) MySQL
8 4 (1.33%) MongoDB
9 3 (1.00%) Pinecone
9 3 (1.00%) Weaviate
10 2 (0.66%) Amazon Athena
10 2 (0.66%) Data Lake
10 2 (0.66%) Data Warehouse
10 2 (0.66%) Neo4j
11 1 (0.33%) Data Mining
Development Applications
1 23 (7.64%) Git
2 8 (2.66%) GitLab
3 6 (1.99%) Jenkins
3 6 (1.99%) MLflow
4 5 (1.66%) PyCharm
5 3 (1.00%) Visual Studio
6 2 (0.66%) Cypress.io
6 2 (0.66%) Gradle
6 2 (0.66%) JIRA
6 2 (0.66%) JUnit
6 2 (0.66%) Maven
7 1 (0.33%) Ant
7 1 (0.33%) Eclipse
7 1 (0.33%) IntelliJ
7 1 (0.33%) Octopus Deploy
7 1 (0.33%) Oracle Forms
7 1 (0.33%) Selenium
7 1 (0.33%) SoapUI
7 1 (0.33%) TeamCity
7 1 (0.33%) webpack
General
1 62 (20.60%) Social Skills
2 50 (16.61%) Analytical Skills
3 46 (15.28%) Finance
4 30 (9.97%) Front Office
5 29 (9.63%) Banking
6 12 (3.99%) Public Sector
7 10 (3.32%) Investment Banking
8 8 (2.66%) Aerospace
8 8 (2.66%) Electronics
8 8 (2.66%) Telecoms
9 6 (1.99%) Aviation
9 6 (1.99%) Retail
10 5 (1.66%) Manufacturing
11 4 (1.33%) Documentation Skills
11 4 (1.33%) Games
11 4 (1.33%) Law
11 4 (1.33%) Marketing
11 4 (1.33%) Publishing
12 3 (1.00%) Legal
12 3 (1.00%) Presentation Skills
Job Titles
1 91 (30.23%) Developer
2 53 (17.61%) Software Engineer
3 43 (14.29%) Senior
4 34 (11.30%) Data Scientist
5 29 (9.63%) Python Developer
6 27 (8.97%) Algorithm Engineer
7 20 (6.64%) C++ Developer
7 20 (6.64%) Java Developer
8 17 (5.65%) Quantitative Developer
9 16 (5.32%) Artificial Intelligence Engineer
9 16 (5.32%) Senior Developer
10 14 (4.65%) Architect
10 14 (4.65%) Lead
11 11 (3.65%) C++ Quantitative Developer
11 11 (3.65%) Linux Developer
11 11 (3.65%) Low Latency C++ Developer
12 9 (2.99%) Robotics Engineer
13 7 (2.33%) C++ Software Engineer
13 7 (2.33%) Consultant
13 7 (2.33%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 35 (11.63%) TensorFlow
2 33 (10.96%) PyTorch
2 33 (10.96%) scikit-learn
3 29 (9.63%) Pandas
4 25 (8.31%) NumPy
5 22 (7.31%) FIX Protocol
6 13 (4.32%) React
7 12 (3.99%) Kafka
8 11 (3.65%) Matplotlib
8 11 (3.65%) REST
9 10 (3.32%) Seaborn
10 9 (2.99%) Spring
10 9 (2.99%) Spring Boot
11 8 (2.66%) .NET
11 8 (2.66%) RESTful
11 8 (2.66%) XGBoost
12 7 (2.33%) FastAPI
13 6 (1.99%) Hugging Face
13 6 (1.99%) Node.js
13 6 (1.99%) PySpark
Miscellaneous
1 57 (18.94%) Data Structures
2 32 (10.63%) Equities
3 28 (9.30%) Distributed Systems
4 22 (7.31%) Foreign Exchange (FX)
5 18 (5.98%) Derivative
5 18 (5.98%) Robotics
6 12 (3.99%) Cloud Native
7 10 (3.32%) Equity Derivative
8 9 (2.99%) Fixed Income
8 9 (2.99%) Product Ownership
9 8 (2.66%) PKI
10 7 (2.33%) Data Protection Act
11 5 (1.66%) AI Agents
11 5 (1.66%) Clustering
11 5 (1.66%) FPGA
12 4 (1.33%) Greenfield Project
12 4 (1.33%) Legacy Systems
12 4 (1.33%) Online Banking
12 4 (1.33%) PCIe
12 4 (1.33%) Verilog
Operating Systems
1 16 (5.32%) Linux
2 7 (2.33%) Unix
3 2 (0.66%) Windows
4 1 (0.33%) Android
4 1 (0.33%) Embedded Linux
4 1 (0.33%) Robot Operating System
4 1 (0.33%) Solaris
4 1 (0.33%) Windows Server
Processes & Methodologies
1 113 (37.54%) Machine Learning
2 80 (26.58%) AI
3 78 (25.91%) Software Engineering
4 74 (24.58%) Computer Science
5 60 (19.93%) Problem-Solving
6 59 (19.60%) CI/CD
6 59 (19.60%) Data Science
7 56 (18.60%) Analytics
8 49 (16.28%) Agile
9 43 (14.29%) Mathematics
10 37 (12.29%) Low Latency
11 36 (11.96%) Data Pipeline
12 35 (11.63%) Test Automation
13 34 (11.30%) Multithreading
14 33 (10.96%) Natural Language Processing
15 31 (10.30%) Data Analysis
16 28 (9.30%) LLM
16 28 (9.30%) Visualisation
17 27 (8.97%) Deep Learning
17 27 (8.97%) Statistics
Programming Languages
1 151 (50.17%) Python
2 54 (17.94%) Java
3 52 (17.28%) SQL
4 39 (12.96%) C++
5 29 (9.63%) MATLAB
6 25 (8.31%) C#
7 20 (6.64%) Ada
8 16 (5.32%) TypeScript
9 11 (3.65%) JavaScript
10 10 (3.32%) R
11 8 (2.66%) Kotlin
12 7 (2.33%) C
13 6 (1.99%) PowerShell
14 4 (1.33%) Go
14 4 (1.33%) SystemVerilog
14 4 (1.33%) Tcl
15 3 (1.00%) Bash
15 3 (1.00%) Rust
16 2 (0.66%) Scala
17 1 (0.33%) Data Analysis Expressions
Qualifications
1 59 (19.60%) Degree
2 39 (12.96%) Security Cleared
3 20 (6.64%) SC Cleared
4 18 (5.98%) Computer Science Degree
5 16 (5.32%) Master's Degree
6 10 (3.32%) Numerate Degree
7 9 (2.99%) PhD
8 8 (2.66%) DBS Check
9 6 (1.99%) BPSS Clearance
9 6 (1.99%) DV Cleared
10 5 (1.66%) CISSP
11 4 (1.33%) CISM
11 4 (1.33%) GIAC
11 4 (1.33%) HNC
11 4 (1.33%) HND
11 4 (1.33%) Microsoft Certified Professional
12 3 (1.00%) Cisco Certification
13 2 (0.66%) CCDP
13 2 (0.66%) CCIE
13 2 (0.66%) CCIE Security
Quality Assurance & Compliance
1 12 (3.99%) QA
2 8 (2.66%) Data Quality
2 8 (2.66%) NIST
3 5 (1.66%) Accessibility
3 5 (1.66%) ISO/IEC 27001
4 4 (1.33%) DO-254
5 3 (1.00%) EU AI Act
5 3 (1.00%) SLA
6 2 (0.66%) JSP 440
6 2 (0.66%) NCSC
6 2 (0.66%) RMADS
7 1 (0.33%) GDPR
7 1 (0.33%) PCI DSS
System Software
1 28 (9.30%) Docker
2 5 (1.66%) Firmware
3 1 (0.33%) Active Directory
3 1 (0.33%) Oracle RAC
3 1 (0.33%) Squid
Systems Management
1 17 (5.65%) Kubernetes
2 8 (2.66%) Terraform
3 6 (1.99%) Grafana
4 3 (1.00%) Kubeflow
5 2 (0.66%) Prometheus
6 1 (0.33%) Ansible
6 1 (0.33%) Data Guard
6 1 (0.33%) HP Fortify
6 1 (0.33%) Kibana
6 1 (0.33%) logstash
6 1 (0.33%) Oracle ZFS
6 1 (0.33%) Single Sign-On
Vendors
1 19 (6.31%) Microsoft
2 13 (4.32%) IBM
3 10 (3.32%) Databricks
4 9 (2.99%) Google
4 9 (2.99%) MathWorks
5 7 (2.33%) SAP
6 6 (1.99%) Solace
7 5 (1.66%) F5
7 5 (1.66%) Oracle
8 4 (1.33%) Actel
8 4 (1.33%) Altera
8 4 (1.33%) AppDynamics
8 4 (1.33%) Bloomberg
8 4 (1.33%) Charles River
8 4 (1.33%) Intel
8 4 (1.33%) ION Trading
8 4 (1.33%) Microsemi
8 4 (1.33%) Splunk
8 4 (1.33%) Thales
8 4 (1.33%) Xilinx