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 31 March 2026, comparing them to the same period in the previous two years.

6 months to
31 Mar 2026
Same period 2025 Same period 2024
Rank 314 270 255
Rank change year-on-year -44 -15 +35
Contract jobs citing Algorithms 297 218 336
As % of all contract jobs in England 0.78% 0.90% 0.89%
As % of the Miscellaneous category 2.35% 2.64% 2.90%
Number of daily rates quoted 166 142 210
10th Percentile £313 £400 £413
25th Percentile £444 £463 £482
Median daily rate (50th Percentile) £550 £625 £600
Median % change year-on-year -12.00% +4.17% -2.04%
75th Percentile £738 £695 £775
90th Percentile £1,050 £849 £913
UK median daily rate £550 £600 £590
% change year-on-year -8.33% +1.69% -9.23%
Number of hourly rates quoted 37 17 53
10th Percentile - £22.72 £41.50
25th Percentile £53.53 £30.00 £52.50
Median hourly rate £65.00 £55.00 £55.00
Median % change year-on-year +18.18% - +120.00%
75th Percentile - £75.00 £58.75
90th Percentile £70.00 £82.42 £67.40
UK median hourly rate £65.00 £48.75 £55.00
% change year-on-year +33.33% -11.36% +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 12,662 8,268 11,603
As % of all contract IT jobs advertised in England 33.28% 34.06% 30.79%
Number of daily rates quoted 8,047 5,421 7,581
10th Percentile £300 £300 £263
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £513 £543 £550
Median % change year-on-year -5.53% -1.36% -4.35%
75th Percentile £625 £669 £670
90th Percentile £749 £775 £788
UK median daily rate £500 £525 £535
% change year-on-year -4.76% -1.87% -2.73%
Number of hourly rates quoted 636 313 803
10th Percentile £15.79 £16.68 £12.49
25th Percentile £19.75 £22.72 £15.17
Median hourly rate £45.00 £35.00 £27.50
Median % change year-on-year +28.57% +27.27% +22.22%
75th Percentile £70.00 £68.50 £57.50
90th Percentile £85.75 £84.80 £67.38
UK median hourly rate £42.60 £32.50 £27.50
% change year-on-year +31.08% +18.18% +22.30%

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 31 March 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 31 March 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 31 March 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 -18 166 £625 -3.85% 126
South West -4 38 £500 -25.09% 56
South East -48 31 £550 +10.00% 101
East of England -30 28 £345 -46.92% 48
North of England -73 21 £500 -9.09% 56
Yorkshire -42 13 £695 - 15
North West -48 8 £190 -65.30% 28
West Midlands -52 4 £538 - 21
Midlands -64 4 £538 +667.86% 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 (4.04%) Apache Airflow
1 12 (4.04%) Apache Spark
2 11 (3.70%) Jupyter
3 5 (1.68%) Apache
4 2 (0.67%) Confluence
5 1 (0.34%) Ethereum
5 1 (0.34%) Solana
Applications
1 15 (5.05%) Microsoft Excel
2 7 (2.36%) Chatbot
3 4 (1.35%) CPLEX
3 4 (1.35%) Microsoft Office
3 4 (1.35%) Simulink
4 3 (1.01%) LaTeX
4 3 (1.01%) Microsoft PowerPoint
Business Applications
1 4 (1.35%) Bloomberg AIM
1 4 (1.35%) Fidessa
1 4 (1.35%) SAP IBP
2 3 (1.01%) ProductWriter
3 1 (0.34%) Actimize
3 1 (0.34%) SAP APO
Cloud Services
1 58 (19.53%) Azure
2 57 (19.19%) AWS
3 29 (9.76%) GCP
4 20 (6.73%) Power Platform
5 18 (6.06%) GitHub
6 10 (3.37%) Amazon SageMaker
6 10 (3.37%) Cloud Computing
7 8 (2.69%) Dagster
7 8 (2.69%) PaaS
7 8 (2.69%) Serverless
7 8 (2.69%) Vertex AI
8 7 (2.36%) Amazon ECS
8 7 (2.36%) Amazon EKS
8 7 (2.36%) Azure AKS
8 7 (2.36%) GitHub Copilot
9 6 (2.02%) Azure Machine Learning
9 6 (2.02%) GitHub Actions
10 5 (1.68%) Azure DevOps
11 4 (1.35%) AWS Lambda
11 4 (1.35%) Azure Functions
Communications & Networking
1 4 (1.35%) BIG-IP
1 4 (1.35%) Ethernet
1 4 (1.35%) F5 BIG-IP LTM
1 4 (1.35%) Firewall
1 4 (1.35%) Internet
1 4 (1.35%) Network Security
1 4 (1.35%) S/MIME
1 4 (1.35%) VPN
2 3 (1.01%) HTTP
2 3 (1.01%) Multicast
2 3 (1.01%) SSL
3 2 (0.67%) 2G
3 2 (0.67%) DNS
3 2 (0.67%) HTTPS
3 2 (0.67%) IPsec
3 2 (0.67%) LAN
3 2 (0.67%) Reverse Proxy
3 2 (0.67%) TCP/IP
3 2 (0.67%) VoIP
3 2 (0.67%) WAN
Database & Business Intelligence
1 18 (6.06%) NoSQL
1 18 (6.06%) Power BI
2 14 (4.71%) PostgreSQL
2 14 (4.71%) Relational Database
3 13 (4.38%) Tableau
4 10 (3.37%) Big Data
4 10 (3.37%) KDB
5 7 (2.36%) Kdb+
6 6 (2.02%) RDBMS
7 5 (1.68%) Hadoop
7 5 (1.68%) MySQL
7 5 (1.68%) SQL Server
8 4 (1.35%) MongoDB
9 3 (1.01%) Pinecone
9 3 (1.01%) Weaviate
10 2 (0.67%) Amazon Athena
10 2 (0.67%) Data Warehouse
10 2 (0.67%) Elasticsearch
10 2 (0.67%) Neo4j
11 1 (0.34%) Oracle Database
Development Applications
1 24 (8.08%) Git
2 7 (2.36%) Jenkins
3 6 (2.02%) MLflow
4 5 (1.68%) GitLab
4 5 (1.68%) PyCharm
5 3 (1.01%) Visual Studio
6 2 (0.67%) Cypress.io
6 2 (0.67%) Gradle
6 2 (0.67%) JIRA
6 2 (0.67%) JUnit
6 2 (0.67%) Maven
7 1 (0.34%) Hardhat
7 1 (0.34%) Octopus Deploy
7 1 (0.34%) Oracle Forms
7 1 (0.34%) Postman
7 1 (0.34%) REST Assured
7 1 (0.34%) Selenium
7 1 (0.34%) SoapUI
7 1 (0.34%) TeamCity
7 1 (0.34%) webpack
General
1 69 (23.23%) Social Skills
2 51 (17.17%) Analytical Skills
3 47 (15.82%) Finance
4 32 (10.77%) Front Office
5 27 (9.09%) Banking
6 13 (4.38%) Public Sector
7 9 (3.03%) Investment Banking
8 8 (2.69%) Aerospace
8 8 (2.69%) Electronics
9 7 (2.36%) Telecoms
10 6 (2.02%) Aviation
10 6 (2.02%) Marketing
10 6 (2.02%) Retail
11 5 (1.68%) Manufacturing
12 4 (1.35%) Documentation Skills
12 4 (1.35%) Games
12 4 (1.35%) Law
12 4 (1.35%) Presentation Skills
12 4 (1.35%) Publishing
13 3 (1.01%) Legal
Job Titles
1 94 (31.65%) Developer
2 48 (16.16%) Software Engineer
3 45 (15.15%) Senior
4 38 (12.79%) Data Scientist
5 27 (9.09%) Python Developer
6 25 (8.42%) Algorithm Engineer
7 20 (6.73%) C++ Developer
8 19 (6.40%) Java Developer
8 19 (6.40%) Senior Developer
9 18 (6.06%) Quantitative Developer
10 17 (5.72%) Artificial Intelligence Engineer
10 17 (5.72%) Lead
11 14 (4.71%) Architect
12 11 (3.70%) C++ Quantitative Developer
12 11 (3.70%) Linux Developer
12 11 (3.70%) Low Latency C++ Developer
13 9 (3.03%) Robotics Engineer
14 8 (2.69%) Senior C++ Developer
15 7 (2.36%) Senior Data Scientist
15 7 (2.36%) Software Developer
Libraries, Frameworks & Software Standards
1 41 (13.80%) TensorFlow
2 38 (12.79%) PyTorch
3 34 (11.45%) scikit-learn
4 30 (10.10%) Pandas
5 25 (8.42%) NumPy
6 22 (7.41%) FIX Protocol
7 13 (4.38%) React
8 12 (4.04%) REST
8 12 (4.04%) RESTful
9 11 (3.70%) .NET
9 11 (3.70%) Kafka
9 11 (3.70%) Matplotlib
10 10 (3.37%) Model Context Protocol
10 10 (3.37%) Seaborn
11 9 (3.03%) XGBoost
12 8 (2.69%) A2A Protocol
12 8 (2.69%) Semantic Kernel
13 7 (2.36%) FastAPI
13 7 (2.36%) Spring
13 7 (2.36%) Spring Boot
Miscellaneous
1 59 (19.87%) Data Structures
2 32 (10.77%) Equities
3 28 (9.43%) Distributed Systems
4 23 (7.74%) Foreign Exchange (FX)
5 19 (6.40%) Derivative
6 18 (6.06%) Cloud Native
7 16 (5.39%) Robotics
8 11 (3.70%) Equity Derivative
8 11 (3.70%) Fixed Income
9 8 (2.69%) Data Protection Act
10 7 (2.36%) PKI
10 7 (2.36%) Product Ownership
11 5 (1.68%) Clustering
11 5 (1.68%) FPGA
11 5 (1.68%) Greenfield Project
12 4 (1.35%) Hybrid Cloud
12 4 (1.35%) Legacy Systems
12 4 (1.35%) Online Banking
12 4 (1.35%) Smartcard
12 4 (1.35%) Verilog
Operating Systems
1 17 (5.72%) Linux
2 7 (2.36%) Unix
3 2 (0.67%) Windows
4 1 (0.34%) Android
4 1 (0.34%) Embedded Linux
4 1 (0.34%) Robot Operating System
4 1 (0.34%) Solaris
4 1 (0.34%) Windows Server
Processes & Methodologies
1 123 (41.41%) Machine Learning
2 86 (28.96%) AI
3 71 (23.91%) Software Engineering
4 70 (23.57%) Computer Science
5 65 (21.89%) Data Science
5 65 (21.89%) Problem-Solving
6 58 (19.53%) Analytics
6 58 (19.53%) CI/CD
7 55 (18.52%) Agile
8 46 (15.49%) Mathematics
9 40 (13.47%) Data Pipeline
9 40 (13.47%) Test Automation
10 36 (12.12%) LLM
10 36 (12.12%) Low Latency
11 34 (11.45%) Natural Language Processing
12 33 (11.11%) Deep Learning
13 32 (10.77%) Statistics
14 31 (10.44%) Data Analysis
14 31 (10.44%) Data Engineering
14 31 (10.44%) Multithreading
Programming Languages
1 161 (54.21%) Python
2 53 (17.85%) SQL
3 51 (17.17%) Java
4 36 (12.12%) C++
5 28 (9.43%) MATLAB
6 22 (7.41%) C#
7 19 (6.40%) Ada
8 16 (5.39%) TypeScript
9 11 (3.70%) JavaScript
10 10 (3.37%) R
11 9 (3.03%) PowerShell
12 7 (2.36%) Kotlin
13 6 (2.02%) Bash
13 6 (2.02%) C
14 4 (1.35%) Go
14 4 (1.35%) SystemVerilog
14 4 (1.35%) Tcl
15 2 (0.67%) Rust
15 2 (0.67%) Scala
16 1 (0.34%) Data Analysis Expressions
Qualifications
1 64 (21.55%) Degree
2 39 (13.13%) Security Cleared
3 19 (6.40%) Master's Degree
3 19 (6.40%) SC Cleared
4 18 (6.06%) Computer Science Degree
5 12 (4.04%) PhD
6 11 (3.70%) Numerate Degree
7 9 (3.03%) Microsoft Certified Professional
8 7 (2.36%) DBS Check
9 6 (2.02%) DV Cleared
10 5 (1.68%) BPSS Clearance
11 4 (1.35%) CISM
11 4 (1.35%) CISSP
11 4 (1.35%) GIAC
11 4 (1.35%) HNC
11 4 (1.35%) HND
12 2 (0.67%) CCDP
12 2 (0.67%) CCIE
12 2 (0.67%) CESG Certified Professional
12 2 (0.67%) Cisco Certification
Quality Assurance & Compliance
1 13 (4.38%) QA
2 10 (3.37%) NIST
3 8 (2.69%) Data Quality
4 7 (2.36%) EU AI Act
5 4 (1.35%) Accessibility
5 4 (1.35%) DO-254
5 4 (1.35%) ISO/IEC 27001
6 3 (1.01%) SLA
7 2 (0.67%) JSP 440
7 2 (0.67%) NCSC
7 2 (0.67%) RMADS
8 1 (0.34%) GDPR
System Software
1 26 (8.75%) Docker
2 5 (1.68%) Firmware
3 1 (0.34%) Active Directory
3 1 (0.34%) Oracle RAC
3 1 (0.34%) Squid
Systems Management
1 18 (6.06%) Kubernetes
2 11 (3.70%) Terraform
3 6 (2.02%) Grafana
4 3 (1.01%) Kubeflow
5 2 (0.67%) Kibana
5 2 (0.67%) logstash
5 2 (0.67%) Prometheus
6 1 (0.34%) Ansible
6 1 (0.34%) Data Guard
6 1 (0.34%) HP Fortify
6 1 (0.34%) ITRS Geneos
6 1 (0.34%) Oracle ZFS
6 1 (0.34%) Single Sign-On
Vendors
1 23 (7.74%) Microsoft
2 12 (4.04%) IBM
3 10 (3.37%) Databricks
4 9 (3.03%) Google
5 8 (2.69%) MathWorks
6 7 (2.36%) Foundry
7 6 (2.02%) SAP
7 6 (2.02%) Solace
8 5 (1.68%) Oracle
9 4 (1.35%) Actel
9 4 (1.35%) Altera
9 4 (1.35%) AppDynamics
9 4 (1.35%) Bloomberg
9 4 (1.35%) Charles River
9 4 (1.35%) F5
9 4 (1.35%) Intel
9 4 (1.35%) ION Trading
9 4 (1.35%) Microsemi
9 4 (1.35%) Splunk
9 4 (1.35%) Xilinx