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

6 months to
3 Jan 2026
Same period 2025 Same period 2024
Rank 277 266 281
Rank change year-on-year -11 +15 +42
Contract jobs citing Algorithms 301 259 288
As % of all contract jobs in England 0.95% 0.94% 0.79%
As % of the Miscellaneous category 2.70% 2.89% 2.50%
Number of daily rates quoted 178 175 205
10th Percentile £331 £375 £390
25th Percentile £413 £450 £505
Median daily rate (50th Percentile) £550 £609 £625
Median % change year-on-year -9.69% -2.56% -10.71%
75th Percentile £738 £704 £775
90th Percentile £1,050 £850 £867
UK median daily rate £550 £594 £625
% change year-on-year -7.41% -4.96% -13.79%
Number of hourly rates quoted 21 16 15
10th Percentile £53.53 £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 £67.00 £66.56 £63.52
90th Percentile £79.00 £75.00 £70.70
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 11,145 8,969 11,510
As % of all contract IT jobs advertised in England 35.24% 32.44% 31.61%
Number of daily rates quoted 7,066 5,395 7,770
10th Percentile £288 £275 £263
25th Percentile £410 £413 £413
Median daily rate (50th Percentile) £513 £550 £550
Median % change year-on-year -6.82% - -3.51%
75th Percentile £638 £675 £675
90th Percentile £746 £775 £775
UK median daily rate £500 £526 £550
% change year-on-year -4.94% -4.36% -
Number of hourly rates quoted 546 261 485
10th Percentile £14.25 £17.25 £16.25
25th Percentile £18.50 £23.80 £20.25
Median hourly rate £28.56 £35.50 £42.50
Median % change year-on-year -19.54% -16.47% +41.67%
75th Percentile £63.64 £66.00 £65.00
90th Percentile £75.00 £82.25 £77.11
UK median hourly rate £27.21 £33.27 £41.23
% change year-on-year -18.21% -19.31% +38.73%

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 3 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 3 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 3 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 -11 166 £650 +4.00% 277
East of England 0 37 £345 -42.50% 127
North of England -44 34 £550 +12.24% 93
South East 0 28 £500 +2.56% 258
Yorkshire -22 26 £675 - 43
West Midlands -27 17 £538 +34.38% 32
Midlands -37 17 £538 +34.38% 73
South West -18 14 £500 -25.09% 89
North West -39 7 £180 -63.27% 40
North East - 1 £400 - 10
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 (4.65%) Apache Spark
2 12 (3.99%) Jupyter
3 11 (3.65%) Apache
4 8 (2.66%) Apache Pig
5 5 (1.66%) Confluence
6 3 (1.00%) IIS
7 2 (0.66%) Apache Airflow
8 1 (0.33%) SharePoint
Applications
1 13 (4.32%) Microsoft Excel
2 8 (2.66%) Chatbot
3 6 (1.99%) Simulink
4 2 (0.66%) LaTeX
5 1 (0.33%) CPLEX
Business Applications
1 3 (1.00%) ProductWriter
2 1 (0.33%) Actimize
2 1 (0.33%) Bloomberg AIM
2 1 (0.33%) Fidessa
Cloud Services
1 64 (21.26%) Azure
2 47 (15.61%) AWS
3 27 (8.97%) Power Platform
4 26 (8.64%) GCP
5 19 (6.31%) GitHub
6 13 (4.32%) Azure AKS
7 12 (3.99%) GitHub Copilot
7 12 (3.99%) PaaS
7 12 (3.99%) Serverless
8 9 (2.99%) Amazon SageMaker
8 9 (2.99%) Azure Functions
8 9 (2.99%) Cloud Computing
8 9 (2.99%) npm
9 8 (2.66%) Azure Machine Learning
10 7 (2.33%) Vertex AI
11 5 (1.66%) Amazon EKS
12 4 (1.33%) Azure DevOps
13 3 (1.00%) Amazon ECS
13 3 (1.00%) AWS Lambda
14 2 (0.66%) Azure Data Factory
Communications & Networking
1 5 (1.66%) Ethernet
2 4 (1.33%) Internet
2 4 (1.33%) SSL
3 3 (1.00%) S/MIME
3 3 (1.00%) VPN
4 2 (0.66%) 2G
4 2 (0.66%) 5G
4 2 (0.66%) LTE
4 2 (0.66%) Mobile Backhaul
4 2 (0.66%) SNMP
4 2 (0.66%) SSH
4 2 (0.66%) VoIP
4 2 (0.66%) Wireless
5 1 (0.33%) BIG-IP
5 1 (0.33%) Ethernet VPN
5 1 (0.33%) F5 BIG-IP LTM
5 1 (0.33%) FIX Connectivity
5 1 (0.33%) Network Security
5 1 (0.33%) SD-WAN
5 1 (0.33%) VXLAN
Database & Business Intelligence
1 25 (8.31%) Power BI
2 20 (6.64%) Hadoop
2 20 (6.64%) NoSQL
3 17 (5.65%) Relational Database
4 15 (4.98%) KDB
5 14 (4.65%) Big Data
5 14 (4.65%) Kdb+
6 12 (3.99%) Tableau
7 11 (3.65%) Data Mining
8 10 (3.32%) PostgreSQL
9 9 (2.99%) Apache Hive
10 7 (2.33%) Elasticsearch
10 7 (2.33%) RDBMS
11 5 (1.66%) MySQL
12 4 (1.33%) DB2
12 4 (1.33%) MemSQL
12 4 (1.33%) MongoDB
12 4 (1.33%) Sybase IQ
13 3 (1.00%) Neo4j
13 3 (1.00%) Spatial Data
Development Applications
1 18 (5.98%) Git
2 17 (5.65%) JIRA
3 16 (5.32%) GitLab
4 12 (3.99%) Visual Studio
5 11 (3.65%) Jenkins
6 10 (3.32%) Artifactory
7 5 (1.66%) PyCharm
7 5 (1.66%) QUnit
8 3 (1.00%) Gradle
8 3 (1.00%) JUnit
8 3 (1.00%) Maven
9 2 (0.66%) GoCD
9 2 (0.66%) Log4j
9 2 (0.66%) MLflow
9 2 (0.66%) Mockito
9 2 (0.66%) SonarQube
9 2 (0.66%) Sonatype Nexus
9 2 (0.66%) Subversion
9 2 (0.66%) TeamCity
10 1 (0.33%) Cypress.io
General
1 86 (28.57%) Social Skills
2 60 (19.93%) Finance
3 43 (14.29%) Analytical Skills
4 38 (12.62%) Front Office
5 21 (6.98%) Banking
6 12 (3.99%) Public Sector
7 8 (2.66%) Manufacturing
8 7 (2.33%) Electronics
9 6 (1.99%) Investment Banking
9 6 (1.99%) Legal
9 6 (1.99%) Retail
9 6 (1.99%) Telecoms
10 5 (1.66%) Games
10 5 (1.66%) Marketing
11 4 (1.33%) Law
11 4 (1.33%) Publishing
12 3 (1.00%) Aerospace
13 2 (0.66%) Financial Institution
13 2 (0.66%) Inclusion and Diversity
13 2 (0.66%) Pharmaceutical
Job Titles
1 101 (33.55%) Developer
2 42 (13.95%) Data Scientist
3 38 (12.62%) Senior
4 30 (9.97%) Software Engineer
5 20 (6.64%) Artificial Intelligence Engineer
5 20 (6.64%) Java Developer
5 20 (6.64%) Python Developer
6 19 (6.31%) C++ Developer
6 19 (6.31%) Quantitative Developer
6 19 (6.31%) Senior Developer
7 18 (5.98%) Lead
8 16 (5.32%) Data Engineer
9 11 (3.65%) C++ Quantitative Developer
9 11 (3.65%) Linux Developer
9 11 (3.65%) Low Latency C++ Developer
9 11 (3.65%) Machine Learning Engineer
9 11 (3.65%) Software Developer
10 10 (3.32%) Analyst
11 9 (2.99%) Robotics Engineer
12 8 (2.66%) Architect
Libraries, Frameworks & Software Standards
1 36 (11.96%) TensorFlow
2 32 (10.63%) scikit-learn
3 31 (10.30%) PyTorch
4 30 (9.97%) Pandas
5 23 (7.64%) .NET
5 23 (7.64%) NumPy
6 20 (6.64%) FIX Protocol
7 18 (5.98%) React
8 17 (5.65%) RESTful
9 14 (4.65%) HTML
10 13 (4.32%) CSS
10 13 (4.32%) Node.js
10 13 (4.32%) Semantic Kernel
11 12 (3.99%) AngularJS
12 11 (3.65%) Matplotlib
13 10 (3.32%) .NET Framework
13 10 (3.32%) XGBoost
14 9 (2.99%) REST
14 9 (2.99%) Svelte
14 9 (2.99%) Vue
Miscellaneous
1 67 (22.26%) Data Structures
2 29 (9.63%) Distributed Systems
3 24 (7.97%) Equities
4 22 (7.31%) Foreign Exchange (FX)
5 21 (6.98%) Cloud Native
6 19 (6.31%) Derivative
6 19 (6.31%) Fixed Income
7 12 (3.99%) Product Ownership
7 12 (3.99%) Robotics
8 11 (3.65%) Equity Derivative
8 11 (3.65%) PKI
9 10 (3.32%) FPGA
10 8 (2.66%) Distributed Computing
11 6 (1.99%) Analytical Mindset
11 6 (1.99%) Clustering
11 6 (1.99%) Data Protection Act
12 5 (1.66%) Enterprise Software
12 5 (1.66%) Replication
12 5 (1.66%) Verilog
12 5 (1.66%) VHDL
Operating Systems
1 33 (10.96%) Linux
2 12 (3.99%) Unix
3 2 (0.66%) Android
3 2 (0.66%) Apple iOS
3 2 (0.66%) Windows
3 2 (0.66%) Windows Server
4 1 (0.33%) Robot Operating System
Processes & Methodologies
1 139 (46.18%) Machine Learning
2 85 (28.24%) Data Science
3 80 (26.58%) Computer Science
4 79 (26.25%) AI
5 75 (24.92%) Agile
5 75 (24.92%) Problem-Solving
6 53 (17.61%) Analytics
7 52 (17.28%) Software Engineering
8 51 (16.94%) Mathematics
9 49 (16.28%) CI/CD
10 44 (14.62%) Visualisation
11 43 (14.29%) Data Pipeline
11 43 (14.29%) Decision-Making
11 43 (14.29%) LLM
12 35 (11.63%) Statistics
13 34 (11.30%) Deep Learning
14 33 (10.96%) Data Engineering
14 33 (10.96%) Low Latency
15 32 (10.63%) DevOps
15 32 (10.63%) Multithreading
Programming Languages
1 165 (54.82%) Python
2 60 (19.93%) SQL
3 53 (17.61%) Java
4 42 (13.95%) C++
5 29 (9.63%) C#
6 20 (6.64%) TypeScript
7 18 (5.98%) MATLAB
8 16 (5.32%) JavaScript
9 13 (4.32%) PowerShell
9 13 (4.32%) Scala
10 10 (3.32%) R
11 8 (2.66%) Bash
12 5 (1.66%) SystemVerilog
12 5 (1.66%) Tcl
13 4 (1.33%) Go
14 3 (1.00%) Ada
15 2 (0.66%) Kotlin
15 2 (0.66%) Rust
15 2 (0.66%) VBA
15 2 (0.66%) VC++
Qualifications
1 64 (21.26%) Degree
2 41 (13.62%) Security Cleared
3 27 (8.97%) SC Cleared
4 23 (7.64%) Computer Science Degree
5 17 (5.65%) Master's Degree
6 13 (4.32%) MCP
7 12 (3.99%) Numerate Degree
8 8 (2.66%) PhD
9 6 (1.99%) CISSP
10 5 (1.66%) HNC
10 5 (1.66%) HND
11 4 (1.33%) CISM
11 4 (1.33%) DBS Check
11 4 (1.33%) DV Cleared
11 4 (1.33%) GIAC
12 3 (1.00%) Postgraduate
13 2 (0.66%) CEH
13 2 (0.66%) Cisco Certification
14 1 (0.33%) CCIE
14 1 (0.33%) ISSAP
Quality Assurance & Compliance
1 15 (4.98%) NIST
2 12 (3.99%) EU AI Act
2 12 (3.99%) QA
3 9 (2.99%) Data Quality
4 6 (1.99%) PCI DSS
5 5 (1.66%) DO-254
5 5 (1.66%) FIPS 140-2
6 3 (1.00%) GDPR
6 3 (1.00%) ISO/IEC 27001
6 3 (1.00%) SLA
7 2 (0.66%) Accessibility
7 2 (0.66%) EMIR
8 1 (0.33%) ISO/IEC 20000
8 1 (0.33%) JSP 440
8 1 (0.33%) NCSC
8 1 (0.33%) RMADS
8 1 (0.33%) Software Quality Assurance
System Software
1 26 (8.64%) Docker
2 6 (1.99%) Firmware
3 3 (1.00%) Virtual Machines
4 1 (0.33%) Active Directory
4 1 (0.33%) Squid
Systems Management
1 32 (10.63%) Kubernetes
2 12 (3.99%) Terraform
3 5 (1.66%) Kibana
3 5 (1.66%) logstash
4 4 (1.33%) ITRS Geneos
5 3 (1.00%) Ansible
5 3 (1.00%) Grafana
6 2 (0.66%) Kubeflow
6 2 (0.66%) Prometheus
6 2 (0.66%) rkt
7 1 (0.33%) Rundeck
7 1 (0.33%) Single Sign-On
Vendors
1 34 (11.30%) Microsoft
2 14 (4.65%) Splunk
3 12 (3.99%) Foundry
4 11 (3.65%) Google
5 10 (3.32%) Xilinx
6 7 (2.33%) Databricks
7 6 (1.99%) Intel
7 6 (1.99%) Thales
8 5 (1.66%) Actel
8 5 (1.66%) Altera
8 5 (1.66%) Microsemi
8 5 (1.66%) Solace
9 4 (1.33%) IBM
9 4 (1.33%) TIBCO
10 3 (1.00%) ION Trading
10 3 (1.00%) Oracle
10 3 (1.00%) SAP
11 2 (0.66%) Cognos
11 2 (0.66%) MathWorks
11 2 (0.66%) Sage