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

6 months to
11 Apr 2026
Same period 2025 Same period 2024
Rank 304 270 264
Rank change year-on-year -34 -6 +19
Contract jobs citing Algorithms 300 228 329
As % of all contract jobs in England 0.77% 0.94% 0.88%
As % of the Miscellaneous category 2.33% 2.75% 2.85%
Number of daily rates quoted 164 150 207
10th Percentile £194 £400 £400
25th Percentile £393 £485 £475
Median daily rate (50th Percentile) £550 £625 £590
Median % change year-on-year -12.00% +5.93% -2.96%
75th Percentile £725 £699 £725
90th Percentile £943 £850 £913
UK median daily rate £550 £588 £589
% change year-on-year -6.38% -0.21% -6.55%
Number of hourly rates quoted 44 18 54
10th Percentile £53.53 £22.72 £41.63
25th Percentile £62.19 £31.88 £52.50
Median hourly rate £65.00 £56.25 £55.00
Median % change year-on-year +15.56% +2.27% +120.00%
75th Percentile £65.63 £74.69 £58.75
90th Percentile £72.98 £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 12,855 8,294 11,560
As % of all contract IT jobs advertised in England 32.85% 34.07% 30.91%
Number of daily rates quoted 8,163 5,460 7,553
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 £673 £675
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 655 313 814
10th Percentile £16.01 £16.68 £12.28
25th Percentile £20.82 £22.72 £15.16
Median hourly rate £45.46 £35.00 £27.75
Median % change year-on-year +29.89% +26.13% +23.33%
75th Percentile £70.00 £66.00 £57.50
90th Percentile £85.46 £85.00 £67.38
UK median hourly rate £45.00 £32.50 £27.50
% change year-on-year +38.46% +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 11 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 11 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 11 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 -40 164 £613 -5.77% 126
South West 0 43 £500 -25.09% 56
South East -46 34 £550 +10.00% 101
East of England -34 24 £280 -56.08% 48
North of England -72 20 £215 -60.86% 56
Yorkshire -41 11 £648 - 15
North West -43 9 £200 -63.64% 28
West Midlands -57 6 £463 - 21
Midlands -61 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 (4.00%) Apache Airflow
1 12 (4.00%) Apache Spark
2 11 (3.67%) Jupyter
3 5 (1.67%) Apache
4 2 (0.67%) Confluence
5 1 (0.33%) Ethereum
5 1 (0.33%) Solana
Applications
1 14 (4.67%) Microsoft Excel
2 5 (1.67%) 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 6 (2.00%) 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 (18.67%) AWS
2 47 (15.67%) Azure
3 28 (9.33%) GCP
4 21 (7.00%) Power Platform
5 10 (3.33%) Amazon SageMaker
5 10 (3.33%) GitHub
6 8 (2.67%) Dagster
6 8 (2.67%) Vertex AI
7 7 (2.33%) Amazon ECS
7 7 (2.33%) Amazon EKS
7 7 (2.33%) Cloud Computing
8 6 (2.00%) GitHub Actions
9 5 (1.67%) Azure Machine Learning
10 4 (1.33%) AWS Lambda
10 4 (1.33%) Azure DevOps
10 4 (1.33%) Serverless
11 3 (1.00%) Amazon S3
11 3 (1.00%) dbt
11 3 (1.00%) Google Gemini
11 3 (1.00%) IBM Watson
Communications & Networking
1 6 (2.00%) HTTP
2 5 (1.67%) BIG-IP
2 5 (1.67%) F5 BIG-IP LTM
2 5 (1.67%) Firewall
2 5 (1.67%) Network Security
2 5 (1.67%) SSL
3 4 (1.33%) Ethernet
3 4 (1.33%) S/MIME
3 4 (1.33%) VPN
4 3 (1.00%) DNS
4 3 (1.00%) HTTPS
4 3 (1.00%) Multicast
4 3 (1.00%) TCP/IP
5 2 (0.67%) BGP
5 2 (0.67%) Internet
5 2 (0.67%) IPsec
5 2 (0.67%) LAN
5 2 (0.67%) LTE
5 2 (0.67%) VoIP
5 2 (0.67%) WAN
Database & Business Intelligence
1 19 (6.33%) Power BI
2 14 (4.67%) NoSQL
3 13 (4.33%) Tableau
4 11 (3.67%) PostgreSQL
4 11 (3.67%) Relational Database
5 9 (3.00%) Big Data
5 9 (3.00%) KDB
6 6 (2.00%) SQL Server
7 5 (1.67%) Hadoop
7 5 (1.67%) Kdb+
8 4 (1.33%) MongoDB
9 3 (1.00%) Pinecone
9 3 (1.00%) RDBMS
9 3 (1.00%) Weaviate
10 2 (0.67%) Amazon Athena
10 2 (0.67%) Data Lake
10 2 (0.67%) Data Warehouse
10 2 (0.67%) MySQL
10 2 (0.67%) Neo4j
11 1 (0.33%) Couchbase
Development Applications
1 23 (7.67%) Git
2 8 (2.67%) GitLab
3 6 (2.00%) MLflow
4 3 (1.00%) Jenkins
4 3 (1.00%) Visual Studio
5 2 (0.67%) Cypress.io
5 2 (0.67%) Gradle
5 2 (0.67%) JIRA
5 2 (0.67%) JUnit
5 2 (0.67%) Maven
5 2 (0.67%) PyCharm
6 1 (0.33%) Ant
6 1 (0.33%) Hardhat
6 1 (0.33%) Octopus Deploy
6 1 (0.33%) Postman
6 1 (0.33%) REST Assured
6 1 (0.33%) Selenium
6 1 (0.33%) SoapUI
6 1 (0.33%) TeamCity
6 1 (0.33%) webpack
General
1 59 (19.67%) Social Skills
2 51 (17.00%) Analytical Skills
3 45 (15.00%) Finance
4 30 (10.00%) Front Office
5 28 (9.33%) Banking
6 11 (3.67%) Investment Banking
6 11 (3.67%) Public Sector
7 8 (2.67%) Aerospace
7 8 (2.67%) Electronics
7 8 (2.67%) Telecoms
8 6 (2.00%) Aviation
8 6 (2.00%) Retail
9 5 (1.67%) Manufacturing
10 4 (1.33%) Documentation Skills
10 4 (1.33%) Games
10 4 (1.33%) Law
10 4 (1.33%) Marketing
10 4 (1.33%) Publishing
11 3 (1.00%) Legal
11 3 (1.00%) Presentation Skills
Job Titles
1 89 (29.67%) Developer
2 55 (18.33%) Software Engineer
3 43 (14.33%) Senior
4 35 (11.67%) Data Scientist
5 28 (9.33%) Python Developer
6 27 (9.00%) Algorithm Engineer
7 20 (6.67%) Java Developer
8 19 (6.33%) C++ Developer
9 16 (5.33%) Quantitative Developer
10 15 (5.00%) Senior Developer
11 14 (4.67%) Architect
11 14 (4.67%) Lead
12 13 (4.33%) Artificial Intelligence Engineer
13 10 (3.33%) C++ Quantitative Developer
13 10 (3.33%) Linux Developer
13 10 (3.33%) Low Latency C++ Developer
14 9 (3.00%) Robotics Engineer
15 8 (2.67%) C++ Software Engineer
15 8 (2.67%) Consultant
15 8 (2.67%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 33 (11.00%) scikit-learn
2 32 (10.67%) PyTorch
3 31 (10.33%) TensorFlow
4 26 (8.67%) Pandas
5 23 (7.67%) FIX Protocol
6 22 (7.33%) NumPy
7 14 (4.67%) React
8 12 (4.00%) Kafka
9 11 (3.67%) Matplotlib
9 11 (3.67%) REST
10 10 (3.33%) Seaborn
11 9 (3.00%) Spring
11 9 (3.00%) Spring Boot
12 8 (2.67%) XGBoost
13 7 (2.33%) .NET
13 7 (2.33%) FastAPI
13 7 (2.33%) RESTful
14 6 (2.00%) HTML
14 6 (2.00%) Middleware
14 6 (2.00%) Node.js
Miscellaneous
1 57 (19.00%) Data Structures
2 31 (10.33%) Equities
3 29 (9.67%) Distributed Systems
4 22 (7.33%) Foreign Exchange (FX)
5 19 (6.33%) Derivative
6 18 (6.00%) Robotics
7 11 (3.67%) Cloud Native
8 10 (3.33%) Equity Derivative
9 9 (3.00%) Fixed Income
9 9 (3.00%) Product Ownership
10 8 (2.67%) PKI
11 7 (2.33%) Data Protection Act
12 6 (2.00%) AI Agents
13 5 (1.67%) FPGA
14 4 (1.33%) Distributed Denial-of-Service
14 4 (1.33%) Greenfield Project
14 4 (1.33%) Hybrid Cloud
14 4 (1.33%) IoT
14 4 (1.33%) Smartcard
14 4 (1.33%) Verilog
Operating Systems
1 15 (5.00%) Linux
2 7 (2.33%) Unix
3 2 (0.67%) 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
1 111 (37.00%) Machine Learning
2 79 (26.33%) Software Engineering
3 77 (25.67%) AI
4 70 (23.33%) Computer Science
5 60 (20.00%) CI/CD
6 59 (19.67%) Problem-Solving
7 58 (19.33%) Analytics
8 57 (19.00%) Data Science
9 45 (15.00%) Agile
10 43 (14.33%) Mathematics
11 37 (12.33%) Low Latency
12 35 (11.67%) Data Pipeline
13 34 (11.33%) Multithreading
14 33 (11.00%) Test Automation
15 32 (10.67%) Data Analysis
16 31 (10.33%) Natural Language Processing
17 29 (9.67%) Visualisation
18 27 (9.00%) LLM
18 27 (9.00%) Statistics
19 26 (8.67%) Containerisation
Programming Languages
1 149 (49.67%) Python
2 54 (18.00%) Java
3 52 (17.33%) SQL
4 39 (13.00%) C++
5 29 (9.67%) MATLAB
6 26 (8.67%) C#
7 20 (6.67%) Ada
8 18 (6.00%) TypeScript
9 11 (3.67%) JavaScript
10 10 (3.33%) R
11 8 (2.67%) Kotlin
12 7 (2.33%) C
12 7 (2.33%) PowerShell
13 4 (1.33%) Go
13 4 (1.33%) Rust
13 4 (1.33%) SystemVerilog
13 4 (1.33%) Tcl
14 3 (1.00%) Bash
15 2 (0.67%) Scala
16 1 (0.33%) Data Analysis Expressions
Qualifications
1 56 (18.67%) Degree
2 38 (12.67%) Security Cleared
3 20 (6.67%) SC Cleared
4 17 (5.67%) Computer Science Degree
5 16 (5.33%) Master's Degree
6 10 (3.33%) Numerate Degree
7 9 (3.00%) PhD
8 8 (2.67%) DBS Check
9 7 (2.33%) BPSS Clearance
10 6 (2.00%) DV Cleared
11 5 (1.67%) CISSP
12 4 (1.33%) CISM
12 4 (1.33%) GIAC
12 4 (1.33%) HNC
12 4 (1.33%) HND
13 3 (1.00%) Cisco Certification
13 3 (1.00%) Microsoft Certified Professional
14 2 (0.67%) CCDP
14 2 (0.67%) CCIE
14 2 (0.67%) CCIE Security
Quality Assurance & Compliance
1 12 (4.00%) QA
2 9 (3.00%) Data Quality
3 7 (2.33%) NIST
4 5 (1.67%) Accessibility
4 5 (1.67%) ISO/IEC 27001
5 4 (1.33%) DO-254
6 3 (1.00%) SLA
7 2 (0.67%) EU AI Act
7 2 (0.67%) JSP 440
7 2 (0.67%) NCSC
7 2 (0.67%) RMADS
8 1 (0.33%) GDPR
8 1 (0.33%) PCI DSS
System Software
1 28 (9.33%) Docker
2 5 (1.67%) Firmware
3 1 (0.33%) Active Directory
3 1 (0.33%) Oracle RAC
3 1 (0.33%) Squid
Systems Management
1 17 (5.67%) Kubernetes
2 8 (2.67%) Terraform
3 6 (2.00%) Grafana
4 3 (1.00%) Kubeflow
5 2 (0.67%) Prometheus
6 1 (0.33%) Ansible
6 1 (0.33%) Data Guard
6 1 (0.33%) HP Fortify
6 1 (0.33%) Istio
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 18 (6.00%) Microsoft
2 13 (4.33%) IBM
3 10 (3.33%) Databricks
4 9 (3.00%) Google
4 9 (3.00%) MathWorks
5 8 (2.67%) SAP
6 6 (2.00%) Solace
7 5 (1.67%) F5
7 5 (1.67%) 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