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

6 months to
16 Apr 2026
Same period 2025 Same period 2024
Rank 303 268 257
Rank change year-on-year -35 -11 +21
Contract jobs citing Algorithms 300 236 333
As % of all contract jobs in England 0.76% 0.97% 0.89%
As % of the Miscellaneous category 2.34% 2.84% 2.88%
Number of daily rates quoted 163 155 211
10th Percentile £195 £400 £400
25th Percentile £390 £486 £475
Median daily rate (50th Percentile) £550 £625 £590
Median % change year-on-year -12.00% +5.93% -3.28%
75th Percentile £726 £700 £725
90th Percentile £935 £850 £913
UK median daily rate £550 £600 £581
% change year-on-year -8.33% +3.23% -7.74%
Number of hourly rates quoted 44 18 54
10th Percentile £53.53 £22.72 £41.63
25th Percentile £64.38 £31.88 £52.50
Median hourly rate £65.00 £56.25 £55.00
Median % change year-on-year +15.56% +2.27% +109.52%
75th Percentile £68.13 £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 12,836 8,307 11,561
As % of all contract IT jobs advertised in England 32.69% 34.04% 30.97%
Number of daily rates quoted 8,151 5,452 7,555
10th Percentile £300 £300 £263
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £513 £547 £550
Median % change year-on-year -6.31% -0.55% -4.35%
75th Percentile £625 £675 £675
90th Percentile £749 £788 £788
UK median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% -2.27%
Number of hourly rates quoted 653 314 818
10th Percentile £16.01 £16.67 £12.26
25th Percentile £20.89 £22.78 £15.13
Median hourly rate £45.46 £35.95 £27.50
Median % change year-on-year +26.47% +30.71% +22.22%
75th Percentile £70.00 £65.75 £58.24
90th Percentile £85.40 £85.00 £67.50
UK median hourly rate £45.00 £32.50 £27.25
% change year-on-year +38.46% +19.27% +21.19%

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 16 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 16 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 16 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 -19 163 £625 -3.85% 92
South West +4 44 £500 -25.09% 37
South East -43 35 £550 +10.00% 91
East of England -41 25 £345 -45.88% 41
North of England -78 19 £358 -34.97% 37
Yorkshire -45 11 £648 - 10
North West -51 8 £205 -62.73% 16
West Midlands -53 6 £463 - 13
Midlands -64 6 £463 +560.71% 28
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 10 (3.33%) Jupyter
3 5 (1.67%) Apache
4 2 (0.67%) Confluence
5 1 (0.33%) Ethereum
5 1 (0.33%) Solana
Applications
1 13 (4.33%) Microsoft Excel
2 5 (1.67%) CPLEX
3 4 (1.33%) Chatbot
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 54 (18.00%) AWS
2 47 (15.67%) Azure
3 27 (9.00%) GCP
4 20 (6.67%) 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 DevOps
9 5 (1.67%) Azure Machine Learning
10 4 (1.33%) AWS Lambda
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%) MPLS
5 2 (0.67%) OSPF
5 2 (0.67%) WAN
Database & Business Intelligence
1 18 (6.00%) Power BI
2 15 (5.00%) NoSQL
3 12 (4.00%) Tableau
4 11 (3.67%) PostgreSQL
4 11 (3.67%) Relational Database
5 9 (3.00%) KDB
6 8 (2.67%) Big Data
7 6 (2.00%) SQL Server
8 5 (1.67%) Hadoop
8 5 (1.67%) Kdb+
8 5 (1.67%) 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%) Amazon QuickSight
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 58 (19.33%) Social Skills
2 51 (17.00%) Analytical Skills
3 46 (15.33%) Finance
4 30 (10.00%) Banking
5 29 (9.67%) Front Office
6 12 (4.00%) Investment Banking
7 11 (3.67%) Public Sector
8 8 (2.67%) Aerospace
8 8 (2.67%) Electronics
9 7 (2.33%) Telecoms
10 6 (2.00%) Aviation
10 6 (2.00%) Retail
11 4 (1.33%) Documentation Skills
11 4 (1.33%) Games
11 4 (1.33%) Law
11 4 (1.33%) Manufacturing
11 4 (1.33%) Marketing
11 4 (1.33%) Publishing
12 3 (1.00%) Legal
12 3 (1.00%) Presentation Skills
Job Titles
1 88 (29.33%) Developer
2 56 (18.67%) Software Engineer
3 41 (13.67%) Senior
4 35 (11.67%) Data Scientist
5 29 (9.67%) Python Developer
6 28 (9.33%) Algorithm Engineer
7 20 (6.67%) Java Developer
8 18 (6.00%) C++ Developer
9 17 (5.67%) Quantitative Developer
10 15 (5.00%) Architect
10 15 (5.00%) Artificial Intelligence Engineer
10 15 (5.00%) Lead
11 13 (4.33%) Senior Developer
12 10 (3.33%) C++ Quantitative Developer
12 10 (3.33%) Linux Developer
12 10 (3.33%) Low Latency C++ Developer
13 9 (3.00%) Robotics Engineer
14 8 (2.67%) C++ Software Engineer
14 8 (2.67%) Consultant
14 8 (2.67%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 33 (11.00%) scikit-learn
2 31 (10.33%) PyTorch
2 31 (10.33%) TensorFlow
3 26 (8.67%) Pandas
4 22 (7.33%) FIX Protocol
4 22 (7.33%) NumPy
5 14 (4.67%) Kafka
6 13 (4.33%) React
7 11 (3.67%) Matplotlib
7 11 (3.67%) REST
8 10 (3.33%) Seaborn
8 10 (3.33%) Spring
8 10 (3.33%) Spring Boot
9 8 (2.67%) RESTful
9 8 (2.67%) XGBoost
10 7 (2.33%) .NET
10 7 (2.33%) FastAPI
11 6 (2.00%) HTML
11 6 (2.00%) Hugging Face
11 6 (2.00%) LangChain
Miscellaneous
1 58 (19.33%) Data Structures
2 29 (9.67%) Equities
3 28 (9.33%) Distributed Systems
4 21 (7.00%) Foreign Exchange (FX)
5 18 (6.00%) Robotics
6 17 (5.67%) Derivative
7 12 (4.00%) Cloud Native
8 9 (3.00%) Equity Derivative
9 8 (2.67%) Fixed Income
9 8 (2.67%) PKI
9 8 (2.67%) Product Ownership
10 7 (2.33%) Data Protection Act
11 6 (2.00%) AI Agents
12 5 (1.67%) FPGA
12 5 (1.67%) Legacy Systems
13 4 (1.33%) Distributed Denial-of-Service
13 4 (1.33%) Hybrid Cloud
13 4 (1.33%) PCIe
13 4 (1.33%) Smartcard
13 4 (1.33%) Verilog
Operating Systems
1 15 (5.00%) Linux
2 7 (2.33%) Unix
3 1 (0.33%) Android
3 1 (0.33%) Embedded Linux
3 1 (0.33%) Robot Operating System
3 1 (0.33%) Solaris
3 1 (0.33%) Windows
Processes & Methodologies
1 111 (37.00%) Machine Learning
2 81 (27.00%) Software Engineering
3 79 (26.33%) AI
4 70 (23.33%) Computer Science
5 59 (19.67%) CI/CD
6 57 (19.00%) Analytics
7 56 (18.67%) Data Science
7 56 (18.67%) Problem-Solving
8 42 (14.00%) Agile
9 41 (13.67%) Mathematics
10 38 (12.67%) Low Latency
11 34 (11.33%) Data Pipeline
11 34 (11.33%) Multithreading
12 31 (10.33%) Data Analysis
12 31 (10.33%) Test Automation
13 30 (10.00%) Natural Language Processing
14 28 (9.33%) LLM
14 28 (9.33%) Visualisation
15 27 (9.00%) Containerisation
15 27 (9.00%) Statistics
Programming Languages
1 145 (48.33%) Python
2 53 (17.67%) Java
3 50 (16.67%) SQL
4 36 (12.00%) C++
5 30 (10.00%) MATLAB
6 27 (9.00%) C#
7 21 (7.00%) Ada
8 18 (6.00%) TypeScript
9 9 (3.00%) JavaScript
9 9 (3.00%) R
10 8 (2.67%) C
11 7 (2.33%) Kotlin
12 6 (2.00%) PowerShell
13 4 (1.33%) Rust
13 4 (1.33%) SystemVerilog
13 4 (1.33%) Tcl
14 3 (1.00%) Bash
14 3 (1.00%) Go
15 1 (0.33%) Data Analysis Expressions
15 1 (0.33%) Scala
Qualifications
1 54 (18.00%) Degree
2 38 (12.67%) Security Cleared
3 20 (6.67%) SC Cleared
4 17 (5.67%) Computer Science Degree
5 15 (5.00%) Master's Degree
6 9 (3.00%) Numerate Degree
6 9 (3.00%) PhD
7 7 (2.33%) BPSS Clearance
7 7 (2.33%) DBS Check
8 6 (2.00%) DV Cleared
9 5 (1.67%) CISSP
10 4 (1.33%) CISM
10 4 (1.33%) GIAC
10 4 (1.33%) HNC
10 4 (1.33%) HND
11 3 (1.00%) Cisco Certification
11 3 (1.00%) Microsoft Certified Professional
12 2 (0.67%) CCDP
12 2 (0.67%) CCIE
12 2 (0.67%) CCIE Security
Quality Assurance & Compliance
1 12 (4.00%) QA
2 10 (3.33%) Data Quality
3 7 (2.33%) Accessibility
3 7 (2.33%) NIST
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 16 (5.33%) Kubernetes
2 7 (2.33%) 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 17 (5.67%) Microsoft
2 14 (4.67%) IBM
3 10 (3.33%) Databricks
3 10 (3.33%) Google
3 10 (3.33%) MathWorks
4 8 (2.67%) SAP
5 7 (2.33%) Solace
6 5 (1.67%) F5
6 5 (1.67%) Oracle
7 4 (1.33%) Actel
7 4 (1.33%) Altera
7 4 (1.33%) AppDynamics
7 4 (1.33%) Bloomberg
7 4 (1.33%) Charles River
7 4 (1.33%) Intel
7 4 (1.33%) ION Trading
7 4 (1.33%) Microsemi
7 4 (1.33%) Splunk
7 4 (1.33%) Thales
7 4 (1.33%) Xilinx