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

6 months to
18 Mar 2026
Same period 2025 Same period 2024
Rank 307 272 244
Rank change year-on-year -35 -28 +54
Contract jobs citing Algorithms 297 218 358
As % of all contract jobs in England 0.80% 0.89% 0.94%
As % of the Miscellaneous category 2.39% 2.63% 3.06%
Number of daily rates quoted 161 141 231
10th Percentile £335 £373 £410
25th Percentile £432 £458 £488
Median daily rate (50th Percentile) £565 £613 £600
Median % change year-on-year -7.76% +2.08% -4.00%
75th Percentile £738 £676 £744
90th Percentile £1,050 £838 £875
UK median daily rate £550 £598 £590
% change year-on-year -7.95% +1.27% -7.96%
Number of hourly rates quoted 32 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% - -
75th Percentile - £75.00 £58.75
90th Percentile - £82.42 £67.40
UK median hourly rate £65.00 £48.75 £55.00
% change year-on-year +33.33% -11.36% +83.33%

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 12,418 8,279 11,692
As % of all contract IT jobs advertised in England 33.62% 33.79% 30.85%
Number of daily rates quoted 7,871 5,357 7,633
10th Percentile £300 £300 £258
25th Percentile £410 £413 £413
Median daily rate (50th Percentile) £513 £545 £545
Median % change year-on-year -5.96% - -5.22%
75th Percentile £625 £675 £663
90th Percentile £749 £787 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 616 302 788
10th Percentile £15.50 £16.77 £12.59
25th Percentile £18.89 £22.33 £15.48
Median hourly rate £37.50 £32.91 £28.00
Median % change year-on-year +13.96% +17.52% +17.70%
75th Percentile £68.75 £66.00 £57.50
90th Percentile £84.00 £83.94 £67.50
UK median hourly rate £36.32 £32.50 £27.75
% change year-on-year +11.75% +17.12% +23.33%

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 18 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 18 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 18 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 +6 170 £625 -3.85% 153
South West -7 34 £500 -25.09% 59
East of England -17 29 £345 -46.92% 67
South East -46 29 £585 +17.00% 109
North of England -60 23 £508 -3.33% 57
Yorkshire -45 15 £695 - 17
North West -48 7 £180 -64.71% 29
West Midlands -53 4 £538 +58.09% 22
Midlands -59 4 £538 +616.67% 49
North East -11 1 £400 -36.00% 12
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 (4.71%) Apache Spark
2 12 (4.04%) Jupyter
3 11 (3.70%) Apache Airflow
4 7 (2.36%) Apache
5 2 (0.67%) Confluence
Applications
1 15 (5.05%) Microsoft Excel
2 8 (2.69%) Chatbot
3 4 (1.35%) Microsoft Office
3 4 (1.35%) Simulink
4 3 (1.01%) CPLEX
4 3 (1.01%) LaTeX
4 3 (1.01%) Microsoft PowerPoint
Business Applications
1 4 (1.35%) Bloomberg AIM
1 4 (1.35%) Fidessa
2 3 (1.01%) ProductWriter
3 1 (0.34%) Actimize
3 1 (0.34%) SAP IBP
Cloud Services
1 64 (21.55%) Azure
2 61 (20.54%) AWS
3 29 (9.76%) GCP
4 23 (7.74%) GitHub
5 20 (6.73%) Power Platform
6 14 (4.71%) Serverless
7 12 (4.04%) Amazon SageMaker
7 12 (4.04%) Azure AKS
7 12 (4.04%) GitHub Copilot
7 12 (4.04%) PaaS
8 10 (3.37%) Cloud Computing
9 9 (3.03%) Azure Functions
10 8 (2.69%) Amazon EKS
10 8 (2.69%) Dagster
10 8 (2.69%) Vertex AI
11 7 (2.36%) Amazon ECS
12 6 (2.02%) Azure Machine Learning
12 6 (2.02%) GitHub Actions
13 5 (1.68%) AWS Lambda
13 5 (1.68%) Azure DevOps
Communications & Networking
1 4 (1.35%) Ethernet
1 4 (1.35%) Internet
1 4 (1.35%) S/MIME
1 4 (1.35%) VPN
2 3 (1.01%) BIG-IP
2 3 (1.01%) F5 BIG-IP LTM
2 3 (1.01%) Firewall
2 3 (1.01%) Network Security
3 2 (0.67%) 2G
3 2 (0.67%) BGP
3 2 (0.67%) IPsec
3 2 (0.67%) LAN
3 2 (0.67%) LTE
3 2 (0.67%) Mobile Backhaul
3 2 (0.67%) MPLS
3 2 (0.67%) OSPF
3 2 (0.67%) Reverse Proxy
3 2 (0.67%) SSL
3 2 (0.67%) VoIP
3 2 (0.67%) WAN
Database & Business Intelligence
1 19 (6.40%) NoSQL
2 18 (6.06%) Power BI
3 15 (5.05%) PostgreSQL
3 15 (5.05%) Relational Database
4 13 (4.38%) Tableau
5 12 (4.04%) Big Data
6 9 (3.03%) KDB
6 9 (3.03%) Kdb+
7 7 (2.36%) Hadoop
8 5 (1.68%) MySQL
8 5 (1.68%) RDBMS
8 5 (1.68%) SQL Server
9 3 (1.01%) MongoDB
9 3 (1.01%) Pinecone
9 3 (1.01%) Weaviate
10 2 (0.67%) Amazon Athena
10 2 (0.67%) Amazon RDS
10 2 (0.67%) Data Warehouse
10 2 (0.67%) Elasticsearch
10 2 (0.67%) Neo4j
Development Applications
1 27 (9.09%) Git
2 9 (3.03%) Jenkins
3 6 (2.02%) MLflow
4 5 (1.68%) GitLab
4 5 (1.68%) PyCharm
5 3 (1.01%) QUnit
5 3 (1.01%) TeamCity
5 3 (1.01%) Visual Studio
6 2 (0.67%) Cypress.io
6 2 (0.67%) GoCD
6 2 (0.67%) Gradle
6 2 (0.67%) JIRA
6 2 (0.67%) JUnit
6 2 (0.67%) Maven
6 2 (0.67%) SonarQube
6 2 (0.67%) Sonatype Nexus
7 1 (0.34%) Octopus Deploy
7 1 (0.34%) REST Assured
7 1 (0.34%) SoapUI
7 1 (0.34%) webpack
General
1 69 (23.23%) Social Skills
2 52 (17.51%) Finance
3 47 (15.82%) Analytical Skills
4 33 (11.11%) Front Office
5 25 (8.42%) Banking
6 13 (4.38%) Public Sector
7 8 (2.69%) Electronics
8 7 (2.36%) Aerospace
8 7 (2.36%) Investment Banking
8 7 (2.36%) Retail
9 6 (2.02%) Marketing
9 6 (2.02%) Telecoms
10 5 (1.68%) Law
10 5 (1.68%) Legal
11 4 (1.35%) Aviation
11 4 (1.35%) Documentation Skills
11 4 (1.35%) Games
11 4 (1.35%) Manufacturing
11 4 (1.35%) Presentation Skills
11 4 (1.35%) Publishing
Job Titles
1 96 (32.32%) Developer
2 46 (15.49%) Senior
3 43 (14.48%) Software Engineer
4 40 (13.47%) Data Scientist
5 26 (8.75%) Python Developer
6 21 (7.07%) Algorithm Engineer
7 20 (6.73%) C++ Developer
7 20 (6.73%) Quantitative Developer
8 19 (6.40%) Senior Developer
9 18 (6.06%) Artificial Intelligence Engineer
9 18 (6.06%) Lead
10 14 (4.71%) Java Developer
11 13 (4.38%) Architect
12 12 (4.04%) C++ Quantitative Developer
12 12 (4.04%) Linux Developer
12 12 (4.04%) Low Latency C++ Developer
13 9 (3.03%) Machine Learning Engineer
13 9 (3.03%) Robotics Engineer
14 8 (2.69%) Data Engineer
14 8 (2.69%) Senior C++ Developer
Libraries, Frameworks & Software Standards
1 47 (15.82%) TensorFlow
2 44 (14.81%) PyTorch
3 37 (12.46%) scikit-learn
4 34 (11.45%) Pandas
5 29 (9.76%) NumPy
6 17 (5.72%) RESTful
7 16 (5.39%) .NET
7 16 (5.39%) FIX Protocol
8 15 (5.05%) Model Context Protocol
9 13 (4.38%) A2A Protocol
9 13 (4.38%) React
9 13 (4.38%) Semantic Kernel
10 12 (4.04%) Kafka
11 11 (3.70%) Matplotlib
12 10 (3.37%) REST
12 10 (3.37%) Seaborn
13 9 (3.03%) XGBoost
14 8 (2.69%) FastAPI
15 6 (2.02%) Hugging Face
15 6 (2.02%) PySpark
Miscellaneous
1 61 (20.54%) Data Structures
2 29 (9.76%) Equities
3 23 (7.74%) Cloud Native
4 22 (7.41%) Distributed Systems
5 20 (6.73%) Foreign Exchange (FX)
6 18 (6.06%) Derivative
7 14 (4.71%) Fixed Income
7 14 (4.71%) Robotics
8 11 (3.70%) Equity Derivative
9 9 (3.03%) Product Ownership
10 7 (2.36%) PKI
11 6 (2.02%) Data Protection Act
12 5 (1.68%) Clustering
12 5 (1.68%) FPGA
12 5 (1.68%) Greenfield Project
12 5 (1.68%) Mobile App
13 4 (1.35%) Distributed Computing
13 4 (1.35%) Legacy Systems
13 4 (1.35%) Onboarding
13 4 (1.35%) PCIe
Operating Systems
1 23 (7.74%) Linux
2 10 (3.37%) Unix
3 3 (1.01%) Android
4 2 (0.67%) Apple iOS
4 2 (0.67%) Windows
5 1 (0.34%) Embedded Linux
5 1 (0.34%) Robot Operating System
5 1 (0.34%) Solaris
5 1 (0.34%) Windows Server
Processes & Methodologies
1 129 (43.43%) Machine Learning
2 90 (30.30%) AI
3 75 (25.25%) Computer Science
3 75 (25.25%) Data Science
3 75 (25.25%) Problem-Solving
4 70 (23.57%) Software Engineering
5 62 (20.88%) Agile
6 58 (19.53%) CI/CD
7 56 (18.86%) Analytics
8 47 (15.82%) Data Pipeline
9 46 (15.49%) Mathematics
10 44 (14.81%) LLM
11 43 (14.48%) Test Automation
12 39 (13.13%) Deep Learning
13 35 (11.78%) Data Analysis
13 35 (11.78%) Data Engineering
13 35 (11.78%) Natural Language Processing
14 32 (10.77%) Low Latency
14 32 (10.77%) Statistics
15 30 (10.10%) Visualisation
Programming Languages
1 167 (56.23%) Python
2 58 (19.53%) SQL
3 44 (14.81%) Java
4 35 (11.78%) C++
5 25 (8.42%) MATLAB
6 20 (6.73%) C#
7 16 (5.39%) Ada
7 16 (5.39%) TypeScript
8 11 (3.70%) JavaScript
9 10 (3.37%) R
10 8 (2.69%) PowerShell
11 6 (2.02%) Bash
11 6 (2.02%) Go
11 6 (2.02%) Kotlin
12 4 (1.35%) C
12 4 (1.35%) SystemVerilog
12 4 (1.35%) Tcl
13 3 (1.01%) Rust
14 2 (0.67%) Scala
15 1 (0.34%) Data Analysis Expressions
Qualifications
1 64 (21.55%) Degree
2 39 (13.13%) Security Cleared
3 20 (6.73%) Master's Degree
3 20 (6.73%) SC Cleared
4 19 (6.40%) Computer Science Degree
5 14 (4.71%) Microsoft Certified Professional
6 12 (4.04%) Numerate Degree
7 11 (3.70%) PhD
8 7 (2.36%) DBS Check
9 6 (2.02%) DV Cleared
10 4 (1.35%) CISM
10 4 (1.35%) CISSP
10 4 (1.35%) GIAC
10 4 (1.35%) HNC
10 4 (1.35%) HND
11 2 (0.67%) CCDP
11 2 (0.67%) CCIE
11 2 (0.67%) CESG Certified Professional
11 2 (0.67%) CHECK Team Leader
11 2 (0.67%) Cisco Certification
Quality Assurance & Compliance
1 15 (5.05%) NIST
2 13 (4.38%) QA
3 12 (4.04%) EU AI Act
4 8 (2.69%) Data Quality
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 29 (9.76%) 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 24 (8.08%) Kubernetes
2 13 (4.38%) Terraform
3 6 (2.02%) Grafana
4 2 (0.67%) Kibana
4 2 (0.67%) Kubeflow
4 2 (0.67%) logstash
4 2 (0.67%) Prometheus
4 2 (0.67%) rkt
5 1 (0.34%) Ansible
5 1 (0.34%) Data Guard
5 1 (0.34%) HP Fortify
5 1 (0.34%) ITRS Geneos
5 1 (0.34%) Oracle ZFS
5 1 (0.34%) Single Sign-On
Vendors
1 28 (9.43%) Microsoft
2 12 (4.04%) Foundry
3 11 (3.70%) Google
4 10 (3.37%) IBM
5 8 (2.69%) Databricks
6 6 (2.02%) MathWorks
7 5 (1.68%) Solace
8 4 (1.35%) Actel
8 4 (1.35%) Altera
8 4 (1.35%) AppDynamics
8 4 (1.35%) Bloomberg
8 4 (1.35%) Charles River
8 4 (1.35%) Intel
8 4 (1.35%) ION Trading
8 4 (1.35%) Microsemi
8 4 (1.35%) Oracle
8 4 (1.35%) Splunk
8 4 (1.35%) Thales
8 4 (1.35%) Xilinx
9 3 (1.01%) OpenAI