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

6 months to
20 Jul 2026
Same period 2025 Same period 2024
Rank 352 260 263
Rank change year-on-year -92 +3 +2
Contract jobs citing Algorithms 276 264 320
As % of all contract jobs in England 0.61% 0.96% 0.90%
As % of the Miscellaneous category 1.86% 2.76% 2.88%
Number of daily rates quoted 157 171 211
10th Percentile £196 £400 £400
25th Percentile £381 £491 £475
Median daily rate (50th Percentile) £550 £563 £600
Median % change year-on-year -2.22% -6.25% -
75th Percentile £688 £723 £775
90th Percentile £841 £850 £875
UK median daily rate £550 £550 £565
% change year-on-year - -2.65% -5.83%
Number of hourly rates quoted 38 29 45
10th Percentile £53.53 £22.41 £41.25
25th Percentile - £37.50 £52.50
Median hourly rate £65.00 £67.00 £55.00
Median % change year-on-year -2.99% +21.82% +144.44%
75th Percentile £70.00 £75.00 £65.00
90th Percentile £88.75 £88.00 £72.50
UK median hourly rate £65.00 £67.00 £55.00
% change year-on-year -2.99% +21.82% +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 14,861 9,561 11,097
As % of all contract IT jobs advertised in England 33.11% 34.86% 31.04%
Number of daily rates quoted 9,219 6,063 7,183
10th Percentile £316 £306 £300
25th Percentile £420 £410 £425
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% -
75th Percentile £638 £650 £675
90th Percentile £750 £775 £825
UK median daily rate £525 £525 £538
% change year-on-year - -2.42% -2.18%
Number of hourly rates quoted 799 471 716
10th Percentile £16.01 £15.50 £12.28
25th Percentile £21.00 £18.87 £16.00
Median hourly rate £43.96 £32.89 £40.00
Median % change year-on-year +33.66% -17.78% +10.73%
75th Percentile £72.25 £61.12 £65.00
90th Percentile £87.97 £80.00 £72.50
UK median hourly rate £43.96 £30.00 £39.25
% change year-on-year +46.53% -23.57% +12.14%

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 July 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 July 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 July 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 -65 156 £650 +7.22% 145
South East -59 42 £488 -4.88% 55
South West -14 34 - - 29
North of England -74 18 £398 -33.67% 38
East of England -41 14 £193 -65.00% 42
North West -51 12 £415 -31.55% 14
Midlands -43 8 £463 -6.00% 21
West Midlands -58 7 £463 -26.00% 6
Yorkshire -48 6 £215 -64.12% 10
East Midlands -16 1 - - 15
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 11 (3.99%) Apache Airflow
2 10 (3.62%) Apache Spark
3 7 (2.54%) Confluence
4 3 (1.09%) Jupyter
5 2 (0.72%) Apache
6 1 (0.36%) Ethereum
6 1 (0.36%) IIS
6 1 (0.36%) SAS
6 1 (0.36%) Solana
Applications
1 10 (3.62%) CPLEX
2 6 (2.17%) Microsoft Excel
3 4 (1.45%) Microsoft Office
4 3 (1.09%) Microsoft PowerPoint
5 2 (0.72%) Spreadsheet
6 1 (0.36%) Chatbot
6 1 (0.36%) Simulink
Business Applications
1 9 (3.26%) SAP IBP
2 7 (2.54%) ProductWriter
3 2 (0.72%) Bloomberg AIM
3 2 (0.72%) Fidessa
3 2 (0.72%) IBM Operational Decision Manager
4 1 (0.36%) SAP APO
4 1 (0.36%) SAP ERP
Cloud Services
1 46 (16.67%) Azure
2 42 (15.22%) AWS
3 26 (9.42%) GCP
4 13 (4.71%) GitHub
5 9 (3.26%) Azure DevOps
6 8 (2.90%) Dagster
6 8 (2.90%) GitHub Actions
6 8 (2.90%) Power Platform
7 6 (2.17%) Amazon SageMaker
8 5 (1.81%) Vertex AI
9 4 (1.45%) Amazon ECS
9 4 (1.45%) Amazon S3
10 3 (1.09%) AWS Lambda
10 3 (1.09%) Azure AI
10 3 (1.09%) Azure Machine Learning
10 3 (1.09%) dbt
10 3 (1.09%) Google Gemini
10 3 (1.09%) Serverless
11 2 (0.72%) AWS KMS
11 2 (0.72%) Azure Synapse Analytics
Communications & Networking
1 11 (3.99%) HTTP
2 6 (2.17%) Multicast
3 4 (1.45%) HTTPS
3 4 (1.45%) SSL
4 3 (1.09%) BIG-IP
4 3 (1.09%) DNS
4 3 (1.09%) F5 BIG-IP LTM
4 3 (1.09%) Firewall
4 3 (1.09%) Network Security
4 3 (1.09%) TCP/IP
5 1 (0.36%) Broadband
5 1 (0.36%) DMZ
5 1 (0.36%) Ethernet
5 1 (0.36%) Reverse Proxy
5 1 (0.36%) SAN
Database & Business Intelligence
1 18 (6.52%) MongoDB
2 15 (5.43%) NoSQL
3 14 (5.07%) PostgreSQL
4 13 (4.71%) Relational Database
4 13 (4.71%) SQL Server
5 9 (3.26%) Big Data
6 8 (2.90%) Power BI
7 7 (2.54%) KDB
8 6 (2.17%) Hadoop
9 5 (1.81%) RDBMS
10 4 (1.45%) Neo4j
10 4 (1.45%) Tableau
11 3 (1.09%) Redis
12 2 (0.72%) Apache Cassandra
12 2 (0.72%) BigQuery
12 2 (0.72%) Couchbase
12 2 (0.72%) Data Mining
12 2 (0.72%) Db2
12 2 (0.72%) Kdb+
12 2 (0.72%) Spark SQL
Development Applications
1 31 (11.23%) Git
2 16 (5.80%) GitLab
3 10 (3.62%) Jenkins
4 6 (2.17%) Claude Code
4 6 (2.17%) MLflow
5 2 (0.72%) JIRA
5 2 (0.72%) JMeter
5 2 (0.72%) Postman
5 2 (0.72%) TeamCity
6 1 (0.36%) Ant
6 1 (0.36%) Cucumber
6 1 (0.36%) Gradle
6 1 (0.36%) JUnit
6 1 (0.36%) Maven
6 1 (0.36%) Octopus Deploy
6 1 (0.36%) Oracle Forms
6 1 (0.36%) Selenium
6 1 (0.36%) SoapUI
6 1 (0.36%) Visual Studio Code
6 1 (0.36%) webpack
General
1 53 (19.20%) Analytical Skills
1 53 (19.20%) Social Skills
2 45 (16.30%) Finance
3 34 (12.32%) Banking
4 18 (6.52%) Front Office
4 18 (6.52%) Investment Banking
5 10 (3.62%) Public Sector
6 6 (2.17%) Aerospace
6 6 (2.17%) Law
7 5 (1.81%) Aviation
8 4 (1.45%) Documentation Skills
8 4 (1.45%) Inclusion and Diversity
8 4 (1.45%) Presentation Skills
8 4 (1.45%) Telecoms
9 3 (1.09%) Electronics
9 3 (1.09%) Financial Institution
9 3 (1.09%) Marketing
9 3 (1.09%) Retail
10 2 (0.72%) Advertising
10 2 (0.72%) Military
Job Titles
1 75 (27.17%) Developer
2 47 (17.03%) Senior
3 44 (15.94%) Software Engineer
4 35 (12.68%) Data Scientist
5 22 (7.97%) Algorithm Engineer
6 18 (6.52%) Java Developer
6 18 (6.52%) Python Developer
7 13 (4.71%) C++ Software Engineer
7 13 (4.71%) Consultant
7 13 (4.71%) Senior Developer
8 12 (4.35%) Architect
9 10 (3.62%) Lead
10 9 (3.26%) Data Engineer
10 9 (3.26%) Quantitative Developer
10 9 (3.26%) Senior Data Scientist
11 8 (2.90%) Full-Stack Engineer
11 8 (2.90%) Machine Learning Engineer
11 8 (2.90%) SAP Consultant
11 8 (2.90%) Senior Java Developer
11 8 (2.90%) Solutions Architect
Libraries, Frameworks & Software Standards
1 29 (10.51%) Kafka
2 25 (9.06%) PyTorch
3 23 (8.33%) Pandas
4 22 (7.97%) TensorFlow
5 21 (7.61%) scikit-learn
6 20 (7.25%) NumPy
7 19 (6.88%) FIX Protocol
8 18 (6.52%) React
9 14 (5.07%) JSON
10 13 (4.71%) RESTful
10 13 (4.71%) Spring
11 12 (4.35%) Spring Boot
12 10 (3.62%) FastAPI
12 10 (3.62%) RabbitMQ
13 9 (3.26%) Django
13 9 (3.26%) Flask
13 9 (3.26%) OpenAPI
13 9 (3.26%) REST
13 9 (3.26%) Swagger
14 8 (2.90%) pytest
Miscellaneous
1 64 (23.19%) Data Structures
2 34 (12.32%) Distributed Systems
3 20 (7.25%) Foreign Exchange (FX)
4 15 (5.43%) Derivative
5 14 (5.07%) Cloud Native
6 13 (4.71%) Product Ownership
7 11 (3.99%) AI Agents
7 11 (3.99%) Equities
8 5 (1.81%) Data Protection Act
8 5 (1.81%) Legacy Systems
8 5 (1.81%) Robotics
9 4 (1.45%) Distributed Denial-of-Service
9 4 (1.45%) Fixed Income
9 4 (1.45%) Self-Motivation
10 3 (1.09%) Distributed Applications
10 3 (1.09%) Enterprise Software
10 3 (1.09%) Exotic Derivative
10 3 (1.09%) OTC Derivatives
10 3 (1.09%) Reference Data
11 2 (0.72%) Distributed Computing
Operating Systems
1 3 (1.09%) Linux
2 2 (0.72%) Android
2 2 (0.72%) Windows
3 1 (0.36%) Unix
3 1 (0.36%) Windows Server
Processes & Methodologies
1 89 (32.25%) Machine Learning
2 80 (28.99%) Software Engineering
3 77 (27.90%) AI
4 66 (23.91%) Computer Science
5 64 (23.19%) CI/CD
6 53 (19.20%) Problem-Solving
7 52 (18.84%) Data Science
8 48 (17.39%) Analytics
9 35 (12.68%) Data Pipeline
10 34 (12.32%) Containerisation
10 34 (12.32%) Mathematics
10 34 (12.32%) Multithreading
11 33 (11.96%) Low Latency
12 31 (11.23%) Agile
13 28 (10.14%) Microservices
14 27 (9.78%) DevOps
14 27 (9.78%) Full-Stack Development
15 26 (9.42%) Performance Optimisation
16 25 (9.06%) Data Analysis
16 25 (9.06%) Observability
Programming Languages
1 117 (42.39%) Python
2 64 (23.19%) Java
3 55 (19.93%) SQL
4 34 (12.32%) C#
5 27 (9.78%) C++
6 23 (8.33%) TypeScript
7 15 (5.43%) MATLAB
7 15 (5.43%) PowerShell
8 13 (4.71%) Ada
8 13 (4.71%) JavaScript
9 12 (4.35%) Rust
10 11 (3.99%) R
11 7 (2.54%) Kotlin
12 4 (1.45%) C
12 4 (1.45%) Go
13 3 (1.09%) Scala
13 3 (1.09%) SPARQL
14 1 (0.36%) Bash
14 1 (0.36%) Data Analysis Expressions
14 1 (0.36%) Tcl
Qualifications
1 46 (16.67%) Degree
2 29 (10.51%) Security Cleared
3 15 (5.43%) Computer Science Degree
3 15 (5.43%) Master's Degree
3 15 (5.43%) SC Cleared
4 11 (3.99%) BPSS Clearance
5 10 (3.62%) DBS Check
6 9 (3.26%) PhD
7 1 (0.36%) (ISC)2 CCSP
7 1 (0.36%) CEH
7 1 (0.36%) Cisco Certification
7 1 (0.36%) CISSP
7 1 (0.36%) DV Cleared
7 1 (0.36%) HNC
7 1 (0.36%) HND
7 1 (0.36%) Microsoft Certified Professional
Quality Assurance & Compliance
1 10 (3.62%) Data Quality
2 9 (3.26%) Accessibility
3 7 (2.54%) QA
4 3 (1.09%) ISO/IEC 27001
5 2 (0.72%) GDPR
5 2 (0.72%) NIST
5 2 (0.72%) PCI DSS
6 1 (0.36%) Actionable Recommendations
6 1 (0.36%) DO-254
6 1 (0.36%) HIPAA
6 1 (0.36%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.36%) SOC 2
System Software
1 37 (13.41%) Docker
2 2 (0.72%) Apache ZooKeeper
3 1 (0.36%) Active Directory
3 1 (0.36%) Firmware
Systems Management
1 23 (8.33%) Kubernetes
2 8 (2.90%) Ansible
3 4 (1.45%) Kubeflow
3 4 (1.45%) Terraform
4 3 (1.09%) Grafana
5 2 (0.72%) Istio
6 1 (0.36%) HP Fortify
6 1 (0.36%) Kibana
6 1 (0.36%) logstash
6 1 (0.36%) Prometheus
Vendors
1 15 (5.43%) Microsoft
2 13 (4.71%) Databricks
3 10 (3.62%) SAP
4 9 (3.26%) Solace
5 8 (2.90%) IBM
6 6 (2.17%) Google
6 6 (2.17%) IFS
6 6 (2.17%) OpenAI
7 5 (1.81%) MathWorks
8 4 (1.45%) Oracle
9 3 (1.09%) Duck Creek
9 3 (1.09%) F5
9 3 (1.09%) Guidewire
9 3 (1.09%) Splunk
10 2 (0.72%) AppDynamics
10 2 (0.72%) Bloomberg
10 2 (0.72%) Charles River
10 2 (0.72%) ION Trading
10 2 (0.72%) Siemens
11 1 (0.36%) Xilinx