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

6 months to
9 Jan 2026
Same period 2025 Same period 2024
Rank 276 251 290
Rank change year-on-year -25 +39 +30
Contract jobs citing Algorithms 292 255 275
As % of all contract jobs in England 0.93% 0.94% 0.77%
As % of the Miscellaneous category 2.65% 2.89% 2.44%
Number of daily rates quoted 175 172 196
10th Percentile £335 £375 £400
25th Percentile £416 £450 £513
Median daily rate (50th Percentile) £550 £609 £625
Median % change year-on-year -9.69% -2.56% -10.71%
75th Percentile £738 £691 £756
90th Percentile £1,050 £848 £867
UK median daily rate £550 £591 £625
% change year-on-year -6.90% -5.48% -13.79%
Number of hourly rates quoted 18 16 14
10th Percentile £51.27 £25.23 £35.00
25th Percentile - £46.25 £42.50
Median hourly rate £65.00 £52.50 £57.50
Median % change year-on-year +23.81% -8.70% +1.13%
75th Percentile £71.50 £66.56 £64.02
90th Percentile £79.30 £75.00 £71.15
UK median hourly rate £65.00 £50.00 £57.50
% change year-on-year +30.00% -13.04% +1.13%

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 11,005 8,812 11,288
As % of all contract IT jobs advertised in England 35.07% 32.53% 31.42%
Number of daily rates quoted 6,979 5,299 7,601
10th Percentile £285 £275 £263
25th Percentile £410 £413 £413
Median daily rate (50th Percentile) £513 £550 £550
Median % change year-on-year -6.82% - -4.35%
75th Percentile £638 £675 £675
90th Percentile £738 £775 £775
UK median daily rate £500 £530 £545
% change year-on-year -5.66% -2.75% -0.91%
Number of hourly rates quoted 545 258 484
10th Percentile £14.42 £17.20 £16.08
25th Percentile £18.50 £23.90 £19.99
Median hourly rate £29.00 £37.00 £40.46
Median % change year-on-year -21.62% -8.55% +61.83%
75th Percentile £63.10 £66.50 £65.00
90th Percentile £75.00 £83.20 £76.45
UK median hourly rate £27.36 £33.54 £38.10
% change year-on-year -18.44% -11.96% +52.39%

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 9 January 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 9 January 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 9 January 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 -2 164 £650 +4.00% 132
North of England -35 34 £550 +11.68% 152
East of England -12 30 £345 -42.50% 123
South East -5 26 £500 +2.56% 220
Yorkshire -22 26 £675 - 72
West Midlands -25 17 £538 +34.38% 20
Midlands -34 17 £538 +34.38% 105
South West -17 16 £500 -25.09% 126
North West -42 7 £180 -63.45% 56
North East - 1 £400 - 24
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 (4.79%) Apache Spark
2 12 (4.11%) Jupyter
3 11 (3.77%) Apache
4 8 (2.74%) Apache Pig
5 5 (1.71%) Confluence
6 3 (1.03%) IIS
7 2 (0.68%) Apache Airflow
8 1 (0.34%) SharePoint
Applications
1 13 (4.45%) Microsoft Excel
2 8 (2.74%) Chatbot
3 6 (2.05%) Simulink
4 2 (0.68%) LaTeX
5 1 (0.34%) CPLEX
Business Applications
1 3 (1.03%) ProductWriter
2 1 (0.34%) Actimize
2 1 (0.34%) Bloomberg AIM
2 1 (0.34%) Fidessa
Cloud Services
1 62 (21.23%) Azure
2 47 (16.10%) AWS
3 27 (9.25%) Power Platform
4 25 (8.56%) GCP
5 19 (6.51%) GitHub
6 13 (4.45%) Azure AKS
7 12 (4.11%) GitHub Copilot
7 12 (4.11%) PaaS
7 12 (4.11%) Serverless
8 9 (3.08%) Amazon SageMaker
8 9 (3.08%) Azure Functions
8 9 (3.08%) Cloud Computing
9 8 (2.74%) Azure Machine Learning
10 7 (2.40%) Vertex AI
11 5 (1.71%) Amazon EKS
12 3 (1.03%) Amazon ECS
12 3 (1.03%) AWS Lambda
12 3 (1.03%) Azure DevOps
13 2 (0.68%) AWS CloudFormation
13 2 (0.68%) Virtual Private Cloud
Communications & Networking
1 5 (1.71%) Ethernet
2 4 (1.37%) Internet
2 4 (1.37%) SSL
3 3 (1.03%) S/MIME
3 3 (1.03%) VPN
4 2 (0.68%) 2G
4 2 (0.68%) 5G
4 2 (0.68%) LTE
4 2 (0.68%) Mobile Backhaul
4 2 (0.68%) SNMP
4 2 (0.68%) SSH
4 2 (0.68%) VoIP
4 2 (0.68%) Wireless
5 1 (0.34%) BIG-IP
5 1 (0.34%) Ethernet VPN
5 1 (0.34%) F5 BIG-IP LTM
5 1 (0.34%) FIX Connectivity
5 1 (0.34%) Network Security
5 1 (0.34%) SD-WAN
5 1 (0.34%) VXLAN
Database & Business Intelligence
1 25 (8.56%) Power BI
2 21 (7.19%) NoSQL
3 20 (6.85%) Hadoop
4 17 (5.82%) Relational Database
5 15 (5.14%) KDB
6 14 (4.79%) Big Data
6 14 (4.79%) Kdb+
7 12 (4.11%) Tableau
8 11 (3.77%) Data Mining
8 11 (3.77%) PostgreSQL
9 9 (3.08%) Apache Hive
10 7 (2.40%) Elasticsearch
10 7 (2.40%) RDBMS
11 5 (1.71%) MySQL
12 4 (1.37%) DB2
12 4 (1.37%) MemSQL
12 4 (1.37%) MongoDB
12 4 (1.37%) Sybase IQ
13 3 (1.03%) Neo4j
13 3 (1.03%) Spatial Data
Development Applications
1 18 (6.16%) Git
2 11 (3.77%) Jenkins
3 10 (3.42%) JIRA
4 9 (3.08%) GitLab
5 5 (1.71%) PyCharm
5 5 (1.71%) QUnit
5 5 (1.71%) Visual Studio
6 3 (1.03%) Artifactory
6 3 (1.03%) Gradle
6 3 (1.03%) JUnit
6 3 (1.03%) Maven
7 2 (0.68%) Cypress.io
7 2 (0.68%) GoCD
7 2 (0.68%) Log4j
7 2 (0.68%) MLflow
7 2 (0.68%) Mockito
7 2 (0.68%) SonarQube
7 2 (0.68%) Sonatype Nexus
7 2 (0.68%) Subversion
7 2 (0.68%) TeamCity
General
1 80 (27.40%) Social Skills
2 60 (20.55%) Finance
3 43 (14.73%) Analytical Skills
4 38 (13.01%) Front Office
5 21 (7.19%) Banking
6 12 (4.11%) Public Sector
7 7 (2.40%) Electronics
8 6 (2.05%) Investment Banking
8 6 (2.05%) Legal
8 6 (2.05%) Manufacturing
8 6 (2.05%) Retail
9 5 (1.71%) Games
9 5 (1.71%) Marketing
9 5 (1.71%) Telecoms
10 4 (1.37%) Publishing
11 3 (1.03%) Law
12 2 (0.68%) Aerospace
12 2 (0.68%) Financial Institution
12 2 (0.68%) Pharmaceutical
13 1 (0.34%) Military
Job Titles
1 96 (32.88%) Developer
2 42 (14.38%) Data Scientist
3 38 (13.01%) Senior
4 29 (9.93%) Software Engineer
5 20 (6.85%) Java Developer
5 20 (6.85%) Python Developer
6 19 (6.51%) Artificial Intelligence Engineer
6 19 (6.51%) C++ Developer
6 19 (6.51%) Quantitative Developer
6 19 (6.51%) Senior Developer
7 18 (6.16%) Lead
8 16 (5.48%) Data Engineer
9 11 (3.77%) C++ Quantitative Developer
9 11 (3.77%) Linux Developer
9 11 (3.77%) Low Latency C++ Developer
9 11 (3.77%) Machine Learning Engineer
10 10 (3.42%) Analyst
11 9 (3.08%) Robotics Engineer
11 9 (3.08%) Software Developer
12 8 (2.74%) Architect
Libraries, Frameworks & Software Standards
1 36 (12.33%) TensorFlow
2 32 (10.96%) scikit-learn
3 31 (10.62%) PyTorch
4 30 (10.27%) Pandas
5 22 (7.53%) NumPy
6 20 (6.85%) FIX Protocol
7 16 (5.48%) RESTful
8 15 (5.14%) .NET
9 13 (4.45%) Semantic Kernel
10 12 (4.11%) React
11 11 (3.77%) Matplotlib
12 10 (3.42%) XGBoost
13 8 (2.74%) HTML
13 8 (2.74%) REST
13 8 (2.74%) XML
14 7 (2.40%) CSS
14 7 (2.40%) Kafka
14 7 (2.40%) Node.js
15 6 (2.05%) FastAPI
15 6 (2.05%) JSON
Miscellaneous
1 61 (20.89%) Data Structures
2 24 (8.22%) Equities
3 22 (7.53%) Distributed Systems
3 22 (7.53%) Foreign Exchange (FX)
4 21 (7.19%) Cloud Native
5 19 (6.51%) Derivative
5 19 (6.51%) Fixed Income
6 12 (4.11%) Product Ownership
6 12 (4.11%) Robotics
7 11 (3.77%) Equity Derivative
7 11 (3.77%) PKI
8 10 (3.42%) FPGA
9 8 (2.74%) Distributed Computing
10 6 (2.05%) Analytical Mindset
10 6 (2.05%) Clustering
10 6 (2.05%) Data Protection Act
11 5 (1.71%) Enterprise Software
11 5 (1.71%) Replication
11 5 (1.71%) Verilog
11 5 (1.71%) VHDL
Operating Systems
1 27 (9.25%) Linux
2 12 (4.11%) Unix
3 2 (0.68%) Android
3 2 (0.68%) Apple iOS
3 2 (0.68%) Windows
3 2 (0.68%) Windows Server
4 1 (0.34%) Robot Operating System
Processes & Methodologies
1 136 (46.58%) Machine Learning
2 85 (29.11%) Data Science
3 76 (26.03%) AI
4 75 (25.68%) Problem-Solving
5 73 (25.00%) Computer Science
6 66 (22.60%) Agile
7 53 (18.15%) Analytics
8 51 (17.47%) Mathematics
8 51 (17.47%) Software Engineering
9 43 (14.73%) CI/CD
9 43 (14.73%) Data Pipeline
9 43 (14.73%) Decision-Making
10 42 (14.38%) LLM
10 42 (14.38%) Visualisation
11 35 (11.99%) Statistics
12 34 (11.64%) Deep Learning
13 33 (11.30%) Data Engineering
13 33 (11.30%) Low Latency
14 31 (10.62%) Natural Language Processing
14 31 (10.62%) Test Automation
Programming Languages
1 165 (56.51%) Python
2 60 (20.55%) SQL
3 54 (18.49%) Java
4 37 (12.67%) C++
5 22 (7.53%) C#
6 19 (6.51%) MATLAB
7 14 (4.79%) TypeScript
8 13 (4.45%) PowerShell
8 13 (4.45%) Scala
9 10 (3.42%) JavaScript
9 10 (3.42%) R
10 8 (2.74%) Bash
11 5 (1.71%) SystemVerilog
11 5 (1.71%) Tcl
12 4 (1.37%) Ada
12 4 (1.37%) Go
13 2 (0.68%) Kotlin
13 2 (0.68%) Rust
13 2 (0.68%) VBA
13 2 (0.68%) VC++
Qualifications
1 64 (21.92%) Degree
2 36 (12.33%) Security Cleared
3 23 (7.88%) Computer Science Degree
3 23 (7.88%) SC Cleared
4 17 (5.82%) Master's Degree
5 13 (4.45%) MCP
6 12 (4.11%) Numerate Degree
7 8 (2.74%) PhD
8 6 (2.05%) CISSP
9 5 (1.71%) HNC
9 5 (1.71%) HND
10 4 (1.37%) CISM
10 4 (1.37%) DBS Check
10 4 (1.37%) DV Cleared
10 4 (1.37%) GIAC
11 3 (1.03%) Postgraduate
12 2 (0.68%) CEH
12 2 (0.68%) Cisco Certification
13 1 (0.34%) CCIE
13 1 (0.34%) ISSAP
Quality Assurance & Compliance
1 15 (5.14%) NIST
2 12 (4.11%) EU AI Act
2 12 (4.11%) QA
3 9 (3.08%) Data Quality
4 6 (2.05%) PCI DSS
5 5 (1.71%) DO-254
5 5 (1.71%) FIPS 140-2
6 3 (1.03%) GDPR
6 3 (1.03%) ISO/IEC 27001
6 3 (1.03%) SLA
7 2 (0.68%) Accessibility
7 2 (0.68%) EMIR
8 1 (0.34%) ISO/IEC 20000
8 1 (0.34%) JSP 440
8 1 (0.34%) NCSC
8 1 (0.34%) RMADS
8 1 (0.34%) Software Quality Assurance
System Software
1 20 (6.85%) Docker
2 6 (2.05%) Firmware
3 3 (1.03%) Virtual Machines
4 1 (0.34%) Active Directory
4 1 (0.34%) Squid
Systems Management
1 25 (8.56%) Kubernetes
2 12 (4.11%) Terraform
3 5 (1.71%) Kibana
3 5 (1.71%) logstash
4 4 (1.37%) ITRS Geneos
5 3 (1.03%) Ansible
5 3 (1.03%) Grafana
6 2 (0.68%) Kubeflow
6 2 (0.68%) Prometheus
6 2 (0.68%) rkt
7 1 (0.34%) Rundeck
7 1 (0.34%) Single Sign-On
Vendors
1 34 (11.64%) Microsoft
2 14 (4.79%) Splunk
3 12 (4.11%) Foundry
4 10 (3.42%) Google
4 10 (3.42%) Xilinx
5 7 (2.40%) Databricks
6 6 (2.05%) Intel
6 6 (2.05%) Thales
7 5 (1.71%) Actel
7 5 (1.71%) Altera
7 5 (1.71%) IBM
7 5 (1.71%) Microsemi
7 5 (1.71%) Solace
8 4 (1.37%) TIBCO
9 3 (1.03%) ION Trading
9 3 (1.03%) MathWorks
9 3 (1.03%) Oracle
9 3 (1.03%) SAP
10 2 (0.68%) Cognos
10 2 (0.68%) Sage