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

6 months to
20 Mar 2026
Same period 2025 Same period 2024
Rank 299 269 241
Rank change year-on-year -30 -28 +52
Contract jobs citing Algorithms 296 219 364
As % of all contract jobs in England 0.80% 0.90% 0.96%
As % of the Miscellaneous category 2.37% 2.64% 3.12%
Number of daily rates quoted 162 140 231
10th Percentile £295 £375 £413
25th Percentile £435 £461 £488
Median daily rate (50th Percentile) £558 £619 £600
Median % change year-on-year -9.90% +3.13% -3.03%
75th Percentile £738 £676 £744
90th Percentile £1,050 £839 £875
UK median daily rate £550 £594 £595
% change year-on-year -7.41% -0.17% -8.07%
Number of hourly rates quoted 32 18 54
10th Percentile - £22.72 £41.63
25th Percentile £53.53 £31.88 £52.50
Median hourly rate £65.00 £56.25 £55.00
Median % change year-on-year +15.56% +2.27% -
75th Percentile - £74.69 £58.75
90th Percentile - £81.49 £67.10
UK median hourly rate £65.00 £52.50 £55.00
% change year-on-year +23.81% -4.55% +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 12,488 8,281 11,656
As % of all contract IT jobs advertised in England 33.62% 33.88% 30.89%
Number of daily rates quoted 7,934 5,366 7,623
10th Percentile £300 £299 £256
25th Percentile £412 £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 £747 £785 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.71% - -4.55%
Number of hourly rates quoted 620 307 785
10th Percentile £15.62 £16.72 £12.50
25th Percentile £19.00 £22.39 £15.39
Median hourly rate £37.50 £33.00 £28.00
Median % change year-on-year +13.64% +17.86% +17.70%
75th Percentile £68.75 £66.00 £57.50
90th Percentile £85.04 £84.40 £67.50
UK median hourly rate £36.70 £32.50 £27.50
% change year-on-year +12.92% +18.18% +22.22%

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 20 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 20 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 20 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 -1 169 £625 -3.85% 114
South West -9 34 £500 -25.09% 60
South East -53 30 £568 +13.50% 105
East of England -17 28 £345 -46.92% 58
North of England -73 23 £508 -5.14% 67
Yorkshire -45 15 £695 - 21
North West -48 7 £180 -65.71% 31
West Midlands -61 4 £538 +58.09% 22
Midlands -63 4 £538 +616.67% 53
North East -14 1 £400 -36.00% 16
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 (4.73%) Apache Spark
2 12 (4.05%) Jupyter
3 11 (3.72%) Apache Airflow
4 7 (2.36%) Apache
5 2 (0.68%) Confluence
Applications
1 15 (5.07%) Microsoft Excel
2 8 (2.70%) 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 61 (20.61%) AWS
2 60 (20.27%) Azure
3 29 (9.80%) GCP
4 20 (6.76%) Power Platform
5 19 (6.42%) GitHub
6 12 (4.05%) Amazon SageMaker
7 10 (3.38%) Cloud Computing
7 10 (3.38%) Serverless
8 8 (2.70%) Amazon EKS
8 8 (2.70%) Azure AKS
8 8 (2.70%) Dagster
8 8 (2.70%) GitHub Copilot
8 8 (2.70%) PaaS
8 8 (2.70%) Vertex AI
9 7 (2.36%) Amazon ECS
10 6 (2.03%) Azure Machine Learning
10 6 (2.03%) GitHub Actions
11 5 (1.69%) AWS Lambda
11 5 (1.69%) Azure DevOps
11 5 (1.69%) Azure Functions
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 (0.68%) 2G
3 2 (0.68%) BGP
3 2 (0.68%) HTTP
3 2 (0.68%) IPsec
3 2 (0.68%) LAN
3 2 (0.68%) LTE
3 2 (0.68%) MPLS
3 2 (0.68%) OSPF
3 2 (0.68%) Reverse Proxy
3 2 (0.68%) SSL
3 2 (0.68%) VoIP
3 2 (0.68%) WAN
Database & Business Intelligence
1 20 (6.76%) NoSQL
2 18 (6.08%) Power BI
3 16 (5.41%) Relational Database
4 15 (5.07%) PostgreSQL
5 13 (4.39%) Tableau
6 12 (4.05%) Big Data
7 9 (3.04%) KDB
7 9 (3.04%) Kdb+
8 7 (2.36%) Hadoop
9 6 (2.03%) RDBMS
10 5 (1.69%) MySQL
10 5 (1.69%) SQL Server
11 4 (1.35%) MongoDB
12 3 (1.01%) Pinecone
12 3 (1.01%) Weaviate
13 2 (0.68%) Amazon Athena
13 2 (0.68%) Amazon RDS
13 2 (0.68%) Data Warehouse
13 2 (0.68%) Elasticsearch
13 2 (0.68%) Neo4j
Development Applications
1 27 (9.12%) Git
2 9 (3.04%) Jenkins
3 6 (2.03%) MLflow
4 5 (1.69%) GitLab
4 5 (1.69%) PyCharm
5 3 (1.01%) QUnit
5 3 (1.01%) TeamCity
5 3 (1.01%) Visual Studio
6 2 (0.68%) Cypress.io
6 2 (0.68%) GoCD
6 2 (0.68%) Gradle
6 2 (0.68%) JIRA
6 2 (0.68%) JUnit
6 2 (0.68%) Maven
6 2 (0.68%) SonarQube
6 2 (0.68%) Sonatype Nexus
7 1 (0.34%) Octopus Deploy
7 1 (0.34%) Postman
7 1 (0.34%) REST Assured
7 1 (0.34%) webpack
General
1 69 (23.31%) Social Skills
2 52 (17.57%) Finance
3 47 (15.88%) Analytical Skills
4 33 (11.15%) Front Office
5 27 (9.12%) Banking
6 13 (4.39%) Public Sector
7 8 (2.70%) Electronics
7 8 (2.70%) Investment Banking
8 7 (2.36%) Aerospace
8 7 (2.36%) Retail
9 6 (2.03%) Marketing
9 6 (2.03%) Telecoms
10 5 (1.69%) Law
10 5 (1.69%) 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 98 (33.11%) Developer
2 47 (15.88%) Senior
3 44 (14.86%) Software Engineer
4 38 (12.84%) Data Scientist
5 27 (9.12%) Python Developer
6 21 (7.09%) Algorithm Engineer
6 21 (7.09%) C++ Developer
7 20 (6.76%) Quantitative Developer
8 19 (6.42%) Senior Developer
9 18 (6.08%) Lead
10 17 (5.74%) Artificial Intelligence Engineer
11 16 (5.41%) Java Developer
12 13 (4.39%) Architect
13 12 (4.05%) C++ Quantitative Developer
13 12 (4.05%) Linux Developer
13 12 (4.05%) Low Latency C++ Developer
14 9 (3.04%) Machine Learning Engineer
14 9 (3.04%) Robotics Engineer
15 8 (2.70%) Senior C++ Developer
16 7 (2.36%) Software Developer
Libraries, Frameworks & Software Standards
1 43 (14.53%) TensorFlow
2 40 (13.51%) PyTorch
3 37 (12.50%) scikit-learn
4 34 (11.49%) Pandas
5 29 (9.80%) NumPy
6 18 (6.08%) FIX Protocol
7 13 (4.39%) Kafka
7 13 (4.39%) React
7 13 (4.39%) RESTful
8 12 (4.05%) .NET
8 12 (4.05%) REST
9 11 (3.72%) Matplotlib
9 11 (3.72%) Model Context Protocol
10 10 (3.38%) Seaborn
11 9 (3.04%) A2A Protocol
11 9 (3.04%) Semantic Kernel
11 9 (3.04%) XGBoost
12 8 (2.70%) FastAPI
13 7 (2.36%) Spring
13 7 (2.36%) Spring Boot
Miscellaneous
1 64 (21.62%) Data Structures
2 29 (9.80%) Equities
3 24 (8.11%) Distributed Systems
4 19 (6.42%) Cloud Native
4 19 (6.42%) Derivative
4 19 (6.42%) Foreign Exchange (FX)
5 15 (5.07%) Robotics
6 14 (4.73%) Fixed Income
7 11 (3.72%) Equity Derivative
8 7 (2.36%) Data Protection Act
8 7 (2.36%) PKI
8 7 (2.36%) Product Ownership
9 6 (2.03%) Mobile App
10 5 (1.69%) Clustering
10 5 (1.69%) FPGA
10 5 (1.69%) Greenfield Project
11 4 (1.35%) Distributed Computing
11 4 (1.35%) Legacy Systems
11 4 (1.35%) Onboarding
11 4 (1.35%) PCIe
Operating Systems
1 23 (7.77%) Linux
2 10 (3.38%) Unix
3 3 (1.01%) Android
4 2 (0.68%) Apple iOS
4 2 (0.68%) 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
1 124 (41.89%) Machine Learning
2 87 (29.39%) AI
3 76 (25.68%) Computer Science
4 70 (23.65%) Data Science
4 70 (23.65%) Problem-Solving
5 69 (23.31%) Software Engineering
6 59 (19.93%) CI/CD
7 57 (19.26%) Agile
8 55 (18.58%) Analytics
9 46 (15.54%) Mathematics
10 43 (14.53%) Data Pipeline
11 40 (13.51%) LLM
12 39 (13.18%) Test Automation
13 35 (11.82%) Data Engineering
13 35 (11.82%) Deep Learning
13 35 (11.82%) Natural Language Processing
14 34 (11.49%) Data Analysis
14 34 (11.49%) Low Latency
15 33 (11.15%) Statistics
16 31 (10.47%) Multithreading
Programming Languages
1 166 (56.08%) Python
2 59 (19.93%) SQL
3 47 (15.88%) Java
4 37 (12.50%) C++
5 25 (8.45%) MATLAB
6 21 (7.09%) C#
7 17 (5.74%) TypeScript
8 16 (5.41%) Ada
9 11 (3.72%) JavaScript
10 10 (3.38%) R
11 9 (3.04%) PowerShell
12 7 (2.36%) Kotlin
13 6 (2.03%) Bash
13 6 (2.03%) Go
14 4 (1.35%) C
14 4 (1.35%) Rust
14 4 (1.35%) SystemVerilog
14 4 (1.35%) Tcl
15 2 (0.68%) Scala
16 1 (0.34%) Data Analysis Expressions
Qualifications
1 66 (22.30%) Degree
2 39 (13.18%) Security Cleared
3 20 (6.76%) Master's Degree
3 20 (6.76%) SC Cleared
4 19 (6.42%) Computer Science Degree
5 11 (3.72%) Numerate Degree
5 11 (3.72%) PhD
6 10 (3.38%) Microsoft Certified Professional
7 7 (2.36%) DBS Check
8 6 (2.03%) DV Cleared
9 4 (1.35%) CISM
9 4 (1.35%) CISSP
9 4 (1.35%) GIAC
9 4 (1.35%) HNC
9 4 (1.35%) HND
10 2 (0.68%) CCDP
10 2 (0.68%) CCIE
10 2 (0.68%) CCIE Security
10 2 (0.68%) CESG Certified Professional
10 2 (0.68%) Cisco Certification
Quality Assurance & Compliance
1 13 (4.39%) QA
2 11 (3.72%) NIST
3 8 (2.70%) Data Quality
3 8 (2.70%) EU AI Act
4 4 (1.35%) Accessibility
4 4 (1.35%) DO-254
4 4 (1.35%) ISO/IEC 27001
5 3 (1.01%) SLA
6 2 (0.68%) JSP 440
6 2 (0.68%) NCSC
6 2 (0.68%) RMADS
7 1 (0.34%) GDPR
System Software
1 29 (9.80%) Docker
2 5 (1.69%) Firmware
3 1 (0.34%) Active Directory
3 1 (0.34%) Oracle RAC
3 1 (0.34%) Squid
Systems Management
1 22 (7.43%) Kubernetes
2 13 (4.39%) Terraform
3 6 (2.03%) Grafana
4 2 (0.68%) Kibana
4 2 (0.68%) Kubeflow
4 2 (0.68%) logstash
4 2 (0.68%) Prometheus
4 2 (0.68%) 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 24 (8.11%) Microsoft
2 11 (3.72%) Google
3 10 (3.38%) IBM
4 8 (2.70%) Databricks
4 8 (2.70%) Foundry
5 6 (2.03%) MathWorks
5 6 (2.03%) Solace
6 5 (1.69%) Oracle
7 4 (1.35%) Actel
7 4 (1.35%) Altera
7 4 (1.35%) AppDynamics
7 4 (1.35%) Bloomberg
7 4 (1.35%) Charles River
7 4 (1.35%) Intel
7 4 (1.35%) ION Trading
7 4 (1.35%) Microsemi
7 4 (1.35%) Splunk
7 4 (1.35%) Thales
7 4 (1.35%) Xilinx
8 3 (1.01%) OpenAI