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 21 May 2026, comparing them to the same period in the previous two years.

6 months to
21 May 2026
Same period 2025 Same period 2024
Rank 319 275 251
Rank change year-on-year -44 -24 +31
Contract jobs citing Algorithms 288 223 328
As % of all contract jobs in England 0.70% 0.92% 0.90%
As % of the Miscellaneous category 2.18% 2.69% 2.93%
Number of daily rates quoted 158 145 216
10th Percentile £194 £416 £400
25th Percentile £427 £513 £475
Median daily rate (50th Percentile) £550 £650 £593
Median % change year-on-year -15.38% +9.70% -0.21%
75th Percentile £725 £725 £775
90th Percentile £888 £850 £875
UK median daily rate £550 £625 £588
% change year-on-year -12.00% +6.38% -2.08%
Number of hourly rates quoted 51 23 50
10th Percentile £53.53 £22.72 £41.25
25th Percentile - £28.75 £52.50
Median hourly rate £65.00 £57.50 £55.00
Median % change year-on-year +13.04% +4.55% +150.00%
75th Percentile £70.00 £74.38 £58.75
90th Percentile £88.75 £79.74 £65.75
UK median hourly rate £65.00 £55.00 £55.00
% change year-on-year +18.18% - +150.00%

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 13,200 8,279 11,192
As % of all contract IT jobs advertised in England 32.02% 34.19% 30.75%
Number of daily rates quoted 8,339 5,404 7,342
10th Percentile £313 £300 £266
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £515 £538 £550
Median % change year-on-year -4.19% -2.27% -3.64%
75th Percentile £628 £670 £675
90th Percentile £750 £788 £800
UK median daily rate £513 £525 £540
% change year-on-year -2.38% -2.78% -1.82%
Number of hourly rates quoted 668 338 818
10th Percentile £16.01 £16.03 £12.25
25th Percentile £21.00 £20.64 £15.17
Median hourly rate £45.00 £33.91 £34.11
Median % change year-on-year +32.70% -0.57% +51.68%
75th Percentile £70.00 £64.50 £61.30
90th Percentile £85.40 £83.59 £70.00
UK median hourly rate £41.94 £31.76 £31.50
% change year-on-year +32.05% +0.83% +41.51%

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 21 May 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 21 May 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 21 May 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 -34 155 £650 -0.04% 117
South West +4 49 £500 -25.09% 44
South East -40 38 £550 +10.00% 77
East of England -35 19 £215 -66.92% 64
North of England -73 15 £215 -63.74% 37
Yorkshire -43 10 £215 - 12
West Midlands -52 6 £463 - 10
Midlands -54 6 £463 +560.71% 25
North West -50 5 £355 -36.89% 19
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 (4.17%) Apache Airflow
2 11 (3.82%) Apache Spark
3 6 (2.08%) Jupyter
4 3 (1.04%) Apache
5 1 (0.35%) Confluence
5 1 (0.35%) Ethereum
5 1 (0.35%) Solana
Applications
1 11 (3.82%) Microsoft Excel
2 6 (2.08%) CPLEX
3 4 (1.39%) Microsoft Office
4 3 (1.04%) LaTeX
4 3 (1.04%) Microsoft PowerPoint
4 3 (1.04%) Simulink
5 1 (0.35%) Chatbot
Business Applications
1 9 (3.13%) SAP IBP
2 7 (2.43%) ProductWriter
3 3 (1.04%) Bloomberg AIM
3 3 (1.04%) Fidessa
4 1 (0.35%) SAP APO
Cloud Services
1 45 (15.63%) AWS
2 38 (13.19%) Azure
3 21 (7.29%) GCP
4 10 (3.47%) Power Platform
5 9 (3.13%) Amazon SageMaker
6 8 (2.78%) Dagster
7 6 (2.08%) Amazon ECS
7 6 (2.08%) GitHub
7 6 (2.08%) GitHub Actions
8 5 (1.74%) Amazon EKS
8 5 (1.74%) Azure DevOps
8 5 (1.74%) Vertex AI
9 4 (1.39%) AWS Lambda
9 4 (1.39%) Serverless
10 3 (1.04%) Amazon S3
10 3 (1.04%) Cloud Computing
10 3 (1.04%) dbt
10 3 (1.04%) Google Gemini
11 2 (0.69%) Azure Synapse Analytics
11 2 (0.69%) Power Automate
Communications & Networking
1 10 (3.47%) HTTP
2 6 (2.08%) Multicast
3 5 (1.74%) BIG-IP
3 5 (1.74%) F5 BIG-IP LTM
3 5 (1.74%) Firewall
3 5 (1.74%) Network Security
3 5 (1.74%) SSL
4 4 (1.39%) S/MIME
4 4 (1.39%) VPN
5 3 (1.04%) DNS
5 3 (1.04%) Ethernet
5 3 (1.04%) HTTPS
5 3 (1.04%) TCP/IP
6 2 (0.69%) BGP
6 2 (0.69%) IPsec
6 2 (0.69%) LAN
6 2 (0.69%) MPLS
6 2 (0.69%) OSPF
6 2 (0.69%) Reverse Proxy
6 2 (0.69%) WAN
Database & Business Intelligence
1 11 (3.82%) NoSQL
2 10 (3.47%) PostgreSQL
2 10 (3.47%) Power BI
3 8 (2.78%) Big Data
3 8 (2.78%) KDB
4 7 (2.43%) SQL Server
5 6 (2.08%) Hadoop
5 6 (2.08%) MongoDB
5 6 (2.08%) Relational Database
5 6 (2.08%) Tableau
6 4 (1.39%) Neo4j
7 3 (1.04%) Data Lake
7 3 (1.04%) Kdb+
7 3 (1.04%) TigerGraph
8 2 (0.69%) Amazon Athena
8 2 (0.69%) Data Warehouse
8 2 (0.69%) Pinecone
8 2 (0.69%) Spark SQL
8 2 (0.69%) Weaviate
9 1 (0.35%) Data Mining
Development Applications
1 23 (7.99%) Git
2 12 (4.17%) GitLab
3 6 (2.08%) MLflow
4 3 (1.04%) Visual Studio
5 2 (0.69%) Gradle
5 2 (0.69%) JUnit
5 2 (0.69%) Maven
5 2 (0.69%) TeamCity
6 1 (0.35%) Ant
6 1 (0.35%) Cypress.io
6 1 (0.35%) Eclipse
6 1 (0.35%) IntelliJ
6 1 (0.35%) Jenkins
6 1 (0.35%) JIRA
6 1 (0.35%) JMeter
6 1 (0.35%) Octopus Deploy
6 1 (0.35%) Oracle Forms
6 1 (0.35%) Selenium
6 1 (0.35%) SoapUI
6 1 (0.35%) webpack
General
1 46 (15.97%) Social Skills
2 45 (15.63%) Analytical Skills
3 39 (13.54%) Finance
4 31 (10.76%) Banking
5 23 (7.99%) Front Office
6 18 (6.25%) Investment Banking
7 9 (3.13%) Public Sector
8 8 (2.78%) Aerospace
9 6 (2.08%) Aviation
10 5 (1.74%) Electronics
10 5 (1.74%) Law
11 4 (1.39%) Telecoms
12 3 (1.04%) Documentation Skills
12 3 (1.04%) Games
12 3 (1.04%) Presentation Skills
12 3 (1.04%) Retail
13 2 (0.69%) Influencing Skills
13 2 (0.69%) Marketing
13 2 (0.69%) Organisational Skills
13 2 (0.69%) Police
Job Titles
1 75 (26.04%) Developer
2 62 (21.53%) Software Engineer
3 43 (14.93%) Senior
4 30 (10.42%) Algorithm Engineer
4 30 (10.42%) Data Scientist
5 23 (7.99%) Python Developer
6 18 (6.25%) Java Developer
7 17 (5.90%) Architect
8 15 (5.21%) C++ Software Engineer
9 13 (4.51%) C++ Developer
10 12 (4.17%) Consultant
10 12 (4.17%) Senior Developer
11 11 (3.82%) Quantitative Developer
11 11 (3.82%) Senior Software Engineer
12 10 (3.47%) Lead
13 8 (2.78%) Artificial Intelligence Engineer
13 8 (2.78%) SAP Consultant
14 7 (2.43%) Full-Stack Engineer
14 7 (2.43%) Senior Data Scientist
14 7 (2.43%) Solutions Architect
Libraries, Frameworks & Software Standards
1 24 (8.33%) PyTorch
1 24 (8.33%) scikit-learn
2 23 (7.99%) FIX Protocol
3 22 (7.64%) TensorFlow
4 19 (6.60%) Pandas
5 16 (5.56%) NumPy
6 14 (4.86%) Kafka
6 14 (4.86%) React
7 10 (3.47%) Spring
7 10 (3.47%) Spring Boot
8 8 (2.78%) REST
8 8 (2.78%) Seaborn
9 7 (2.43%) FastAPI
9 7 (2.43%) Matplotlib
9 7 (2.43%) WebSockets
10 6 (2.08%) Django
10 6 (2.08%) Flask
10 6 (2.08%) Hugging Face
10 6 (2.08%) RESTful
10 6 (2.08%) Ultra Messaging
Miscellaneous
1 47 (16.32%) Data Structures
2 31 (10.76%) Distributed Systems
3 24 (8.33%) Equities
4 20 (6.94%) Derivative
4 20 (6.94%) Foreign Exchange (FX)
5 14 (4.86%) Robotics
6 10 (3.47%) Cloud Native
6 10 (3.47%) Product Ownership
7 9 (3.13%) AI Agents
8 8 (2.78%) PKI
9 7 (2.43%) Data Protection Act
9 7 (2.43%) Equity Derivative
10 6 (2.08%) Fixed Income
10 6 (2.08%) Legacy Systems
11 4 (1.39%) Distributed Denial-of-Service
11 4 (1.39%) FPGA
11 4 (1.39%) Smartcard
12 3 (1.04%) Hybrid Cloud
12 3 (1.04%) PCIe
12 3 (1.04%) Verilog
Operating Systems
1 10 (3.47%) Linux
2 2 (0.69%) Unix
3 1 (0.35%) Android
3 1 (0.35%) Embedded Linux
3 1 (0.35%) Solaris
3 1 (0.35%) Windows
Processes & Methodologies
1 94 (32.64%) Machine Learning
2 88 (30.56%) Software Engineering
3 70 (24.31%) AI
4 63 (21.88%) CI/CD
5 60 (20.83%) Computer Science
6 49 (17.01%) Data Science
7 45 (15.63%) Analytics
8 44 (15.28%) Problem-Solving
9 37 (12.85%) Mathematics
10 35 (12.15%) Low Latency
11 34 (11.81%) Multithreading
12 30 (10.42%) Data Pipeline
13 28 (9.72%) Containerisation
14 25 (8.68%) Full-Stack Development
14 25 (8.68%) LLM
15 24 (8.33%) Agile
15 24 (8.33%) Data Analysis
15 24 (8.33%) Electronic Trading
15 24 (8.33%) Test Automation
16 22 (7.64%) Statistics
Programming Languages
1 123 (42.71%) Python
2 56 (19.44%) Java
3 46 (15.97%) SQL
4 40 (13.89%) C++
5 29 (10.07%) MATLAB
6 28 (9.72%) C#
7 21 (7.29%) Ada
8 19 (6.60%) TypeScript
9 9 (3.13%) R
10 8 (2.78%) C
10 8 (2.78%) JavaScript
10 8 (2.78%) Rust
11 7 (2.43%) Kotlin
11 7 (2.43%) PowerShell
12 3 (1.04%) Go
12 3 (1.04%) SystemVerilog
12 3 (1.04%) Tcl
13 2 (0.69%) Bash
13 2 (0.69%) Scala
13 2 (0.69%) SPARQL
Qualifications
1 47 (16.32%) Degree
2 38 (13.19%) Security Cleared
3 20 (6.94%) SC Cleared
4 15 (5.21%) Master's Degree
5 11 (3.82%) Computer Science Degree
6 10 (3.47%) BPSS Clearance
6 10 (3.47%) PhD
7 7 (2.43%) Numerate Degree
8 6 (2.08%) DBS Check
8 6 (2.08%) DV Cleared
9 5 (1.74%) CISSP
10 4 (1.39%) CISM
10 4 (1.39%) GIAC
11 3 (1.04%) Cisco Certification
11 3 (1.04%) HNC
11 3 (1.04%) HND
12 2 (0.69%) CCDP
12 2 (0.69%) CCIE
12 2 (0.69%) CESG Certified Professional
12 2 (0.69%) CHECK Team Leader
Quality Assurance & Compliance
1 9 (3.13%) Data Quality
2 8 (2.78%) QA
3 7 (2.43%) Accessibility
4 5 (1.74%) ISO/IEC 27001
4 5 (1.74%) NIST
5 3 (1.04%) DO-254
5 3 (1.04%) SLA
6 2 (0.69%) JSP 440
6 2 (0.69%) NCSC
6 2 (0.69%) RMADS
7 1 (0.35%) GDPR
7 1 (0.35%) PCI DSS
System Software
1 33 (11.46%) Docker
2 4 (1.39%) Firmware
3 1 (0.35%) Active Directory
3 1 (0.35%) Oracle RAC
3 1 (0.35%) Squid
Systems Management
1 16 (5.56%) Kubernetes
2 5 (1.74%) Grafana
3 4 (1.39%) Terraform
4 3 (1.04%) Kubeflow
5 2 (0.69%) Prometheus
6 1 (0.35%) Ansible
6 1 (0.35%) Data Guard
6 1 (0.35%) HP Fortify
6 1 (0.35%) Istio
6 1 (0.35%) Kibana
6 1 (0.35%) logstash
6 1 (0.35%) Oracle ZFS
6 1 (0.35%) Single Sign-On
Vendors
1 15 (5.21%) Microsoft
2 13 (4.51%) IBM
3 11 (3.82%) Databricks
4 10 (3.47%) MathWorks
5 9 (3.13%) SAP
6 8 (2.78%) Google
7 7 (2.43%) Solace
8 5 (1.74%) F5
8 5 (1.74%) IFS
8 5 (1.74%) Oracle
9 4 (1.39%) ION Trading
9 4 (1.39%) Thales
10 3 (1.04%) Bloomberg
10 3 (1.04%) Charles River
10 3 (1.04%) Intel
10 3 (1.04%) Microsemi
10 3 (1.04%) OpenAI
10 3 (1.04%) Siemens
10 3 (1.04%) Splunk
10 3 (1.04%) Xilinx