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

6 months to
16 Mar 2026
Same period 2025 Same period 2024
Rank 308 271 240
Rank change year-on-year -37 -31 +52
Contract jobs citing Algorithms 295 223 358
As % of all contract jobs in England 0.80% 0.90% 0.94%
As % of the Miscellaneous category 2.39% 2.66% 3.06%
Number of daily rates quoted 160 146 231
10th Percentile £335 £374 £410
25th Percentile £431 £455 £488
Median daily rate (50th Percentile) £558 £610 £600
Median % change year-on-year -8.53% +1.58% -4.00%
75th Percentile £738 £676 £744
90th Percentile £1,050 £838 £875
UK median daily rate £550 £600 £590
% change year-on-year -8.33% +1.69% -8.85%
Number of hourly rates quoted 33 16 53
10th Percentile - £22.72 £41.50
25th Percentile £53.53 £29.06 £52.50
Median hourly rate £65.00 £56.25 £55.00
Median % change year-on-year +15.56% +2.27% -
75th Percentile - £75.00 £58.75
90th Percentile £67.00 £83.35 £67.40
UK median hourly rate £65.00 £52.50 £55.00
% change year-on-year +23.81% -4.55% +83.33%

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 12,366 8,384 11,684
As % of all contract IT jobs advertised in England 33.63% 33.89% 30.84%
Number of daily rates quoted 7,845 5,432 7,630
10th Percentile £297 £287 £258
25th Percentile £410 £413 £413
Median daily rate (50th Percentile) £513 £545 £545
Median % change year-on-year -5.96% - -5.22%
75th Percentile £625 £675 £663
90th Percentile £749 £787 £775
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 611 299 786
10th Percentile £15.50 £16.91 £12.56
25th Percentile £19.00 £22.39 £15.45
Median hourly rate £37.50 £32.81 £28.00
Median % change year-on-year +14.29% +17.18% +17.70%
75th Percentile £68.38 £66.25 £57.50
90th Percentile £84.00 £84.20 £67.50
UK median hourly rate £37.50 £32.50 £27.50
% change year-on-year +15.38% +18.18% +22.22%

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 March 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 March 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 March 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 -6 168 £625 - 134
South West -10 34 £500 -25.09% 63
East of England -23 30 £345 -46.92% 61
South East -46 27 £568 +13.50% 100
North of England -57 24 £508 -3.33% 52
Yorkshire -42 16 £695 - 16
North West -53 7 £180 -64.71% 26
Midlands -58 4 £538 +159.04% 51
West Midlands -60 4 £538 +45.27% 24
North East -11 1 £400 -36.00% 11
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 (4.75%) Apache Spark
2 12 (4.07%) Jupyter
3 10 (3.39%) Apache Airflow
4 7 (2.37%) Apache
5 2 (0.68%) Confluence
Applications
1 14 (4.75%) Microsoft Excel
2 8 (2.71%) Chatbot
3 5 (1.69%) Simulink
4 3 (1.02%) LaTeX
4 3 (1.02%) Microsoft Office
5 2 (0.68%) Microsoft PowerPoint
6 1 (0.34%) CPLEX
Business Applications
1 4 (1.36%) Bloomberg AIM
1 4 (1.36%) Fidessa
2 3 (1.02%) ProductWriter
3 1 (0.34%) Actimize
3 1 (0.34%) SAP IBP
Cloud Services
1 65 (22.03%) Azure
2 61 (20.68%) AWS
3 29 (9.83%) GCP
4 22 (7.46%) GitHub
5 21 (7.12%) Power Platform
6 14 (4.75%) Serverless
7 12 (4.07%) Azure AKS
7 12 (4.07%) GitHub Copilot
7 12 (4.07%) PaaS
8 11 (3.73%) Amazon SageMaker
9 10 (3.39%) Cloud Computing
10 9 (3.05%) Azure Functions
11 8 (2.71%) Amazon EKS
11 8 (2.71%) Vertex AI
12 7 (2.37%) Amazon ECS
12 7 (2.37%) Dagster
13 6 (2.03%) Azure Machine Learning
14 5 (1.69%) AWS Lambda
14 5 (1.69%) GitHub Actions
15 4 (1.36%) Azure DevOps
Communications & Networking
1 5 (1.69%) Ethernet
2 4 (1.36%) Internet
2 4 (1.36%) S/MIME
2 4 (1.36%) VPN
3 2 (0.68%) 2G
3 2 (0.68%) BGP
3 2 (0.68%) BIG-IP
3 2 (0.68%) F5 BIG-IP LTM
3 2 (0.68%) Firewall
3 2 (0.68%) IPsec
3 2 (0.68%) LAN
3 2 (0.68%) LTE
3 2 (0.68%) Mobile Backhaul
3 2 (0.68%) MPLS
3 2 (0.68%) Network Security
3 2 (0.68%) OSPF
3 2 (0.68%) Reverse Proxy
3 2 (0.68%) VoIP
3 2 (0.68%) VXLAN
3 2 (0.68%) WAN
Database & Business Intelligence
1 19 (6.44%) Power BI
2 17 (5.76%) NoSQL
3 14 (4.75%) Tableau
4 13 (4.41%) PostgreSQL
4 13 (4.41%) Relational Database
5 12 (4.07%) Big Data
6 10 (3.39%) KDB
6 10 (3.39%) Kdb+
7 7 (2.37%) Hadoop
8 5 (1.69%) MySQL
8 5 (1.69%) RDBMS
8 5 (1.69%) SQL Server
9 3 (1.02%) Data Warehouse
9 3 (1.02%) Pinecone
9 3 (1.02%) Weaviate
10 2 (0.68%) Amazon Athena
10 2 (0.68%) Amazon RDS
10 2 (0.68%) Elasticsearch
10 2 (0.68%) Neo4j
11 1 (0.34%) Oracle Database
Development Applications
1 25 (8.47%) Git
2 9 (3.05%) Jenkins
3 5 (1.69%) GitLab
3 5 (1.69%) MLflow
3 5 (1.69%) PyCharm
4 3 (1.02%) QUnit
4 3 (1.02%) TeamCity
4 3 (1.02%) Visual Studio
5 2 (0.68%) Cypress.io
5 2 (0.68%) GoCD
5 2 (0.68%) Gradle
5 2 (0.68%) JIRA
5 2 (0.68%) JUnit
5 2 (0.68%) Maven
5 2 (0.68%) SonarQube
5 2 (0.68%) Sonatype Nexus
6 1 (0.34%) Octopus Deploy
6 1 (0.34%) REST Assured
6 1 (0.34%) SoapUI
6 1 (0.34%) webpack
General
1 72 (24.41%) Social Skills
2 51 (17.29%) Finance
3 46 (15.59%) Analytical Skills
4 35 (11.86%) Front Office
5 25 (8.47%) Banking
6 11 (3.73%) Public Sector
7 8 (2.71%) Electronics
8 7 (2.37%) Aerospace
8 7 (2.37%) Investment Banking
8 7 (2.37%) Retail
9 6 (2.03%) Marketing
10 5 (1.69%) Games
10 5 (1.69%) Law
10 5 (1.69%) Legal
10 5 (1.69%) Telecoms
11 4 (1.36%) Aviation
11 4 (1.36%) Documentation Skills
11 4 (1.36%) Manufacturing
11 4 (1.36%) Presentation Skills
11 4 (1.36%) Publishing
Job Titles
1 96 (32.54%) Developer
2 45 (15.25%) Senior
3 43 (14.58%) Software Engineer
4 40 (13.56%) Data Scientist
5 24 (8.14%) Python Developer
6 21 (7.12%) Algorithm Engineer
6 21 (7.12%) Quantitative Developer
7 20 (6.78%) C++ Developer
8 19 (6.44%) Senior Developer
9 18 (6.10%) Artificial Intelligence Engineer
9 18 (6.10%) Lead
10 15 (5.08%) Java Developer
11 14 (4.75%) Architect
12 12 (4.07%) C++ Quantitative Developer
12 12 (4.07%) Linux Developer
12 12 (4.07%) Low Latency C++ Developer
13 9 (3.05%) Machine Learning Engineer
13 9 (3.05%) Robotics Engineer
14 8 (2.71%) Data Engineer
14 8 (2.71%) Senior C++ Developer
Libraries, Frameworks & Software Standards
1 49 (16.61%) TensorFlow
2 46 (15.59%) PyTorch
3 37 (12.54%) scikit-learn
4 32 (10.85%) Pandas
5 26 (8.81%) NumPy
6 17 (5.76%) FIX Protocol
7 16 (5.42%) .NET
8 15 (5.08%) Model Context Protocol
8 15 (5.08%) RESTful
9 13 (4.41%) A2A Protocol
9 13 (4.41%) React
9 13 (4.41%) Semantic Kernel
10 12 (4.07%) Matplotlib
11 10 (3.39%) Kafka
11 10 (3.39%) REST
12 9 (3.05%) Seaborn
12 9 (3.05%) XGBoost
13 7 (2.37%) HTML
14 6 (2.03%) Middleware
14 6 (2.03%) PySpark
Miscellaneous
1 60 (20.34%) Data Structures
2 29 (9.83%) Equities
3 22 (7.46%) Cloud Native
4 21 (7.12%) Foreign Exchange (FX)
5 20 (6.78%) Distributed Systems
6 19 (6.44%) Derivative
7 16 (5.42%) Fixed Income
8 14 (4.75%) Robotics
9 11 (3.73%) Equity Derivative
10 9 (3.05%) Product Ownership
11 7 (2.37%) PKI
12 6 (2.03%) Data Protection Act
12 6 (2.03%) FPGA
13 5 (1.69%) Clustering
13 5 (1.69%) Greenfield Project
13 5 (1.69%) Mobile App
13 5 (1.69%) PCIe
13 5 (1.69%) Verilog
14 4 (1.36%) Distributed Computing
14 4 (1.36%) Onboarding
Operating Systems
1 23 (7.80%) Linux
2 10 (3.39%) Unix
3 3 (1.02%) Android
4 2 (0.68%) Apple iOS
4 2 (0.68%) Windows
5 1 (0.34%) Embedded Linux
5 1 (0.34%) Robot Operating System
5 1 (0.34%) Solaris
5 1 (0.34%) Windows Server
Processes & Methodologies
1 131 (44.41%) Machine Learning
2 90 (30.51%) AI
3 77 (26.10%) Computer Science
4 76 (25.76%) Data Science
5 75 (25.42%) Problem-Solving
6 68 (23.05%) Software Engineering
7 62 (21.02%) Agile
8 56 (18.98%) CI/CD
9 54 (18.31%) Analytics
10 47 (15.93%) Mathematics
11 46 (15.59%) Data Pipeline
12 44 (14.92%) LLM
13 41 (13.90%) Test Automation
14 39 (13.22%) Deep Learning
15 35 (11.86%) Natural Language Processing
16 34 (11.53%) Data Analysis
16 34 (11.53%) Data Engineering
17 33 (11.19%) Statistics
18 31 (10.51%) Low Latency
19 29 (9.83%) Multithreading
Programming Languages
1 166 (56.27%) Python
2 57 (19.32%) SQL
3 44 (14.92%) Java
4 36 (12.20%) C++
5 26 (8.81%) MATLAB
6 20 (6.78%) C#
7 16 (5.42%) Ada
8 15 (5.08%) TypeScript
9 11 (3.73%) JavaScript
10 10 (3.39%) R
11 8 (2.71%) PowerShell
12 6 (2.03%) Bash
12 6 (2.03%) Go
12 6 (2.03%) Kotlin
13 5 (1.69%) SystemVerilog
13 5 (1.69%) Tcl
14 4 (1.36%) C
15 2 (0.68%) Rust
15 2 (0.68%) Scala
16 1 (0.34%) Data Analysis Expressions
Qualifications
1 66 (22.37%) Degree
2 38 (12.88%) Security Cleared
3 21 (7.12%) Computer Science Degree
3 21 (7.12%) SC Cleared
4 19 (6.44%) Master's Degree
5 14 (4.75%) Microsoft Certified Professional
6 12 (4.07%) Numerate Degree
7 11 (3.73%) PhD
8 7 (2.37%) DBS Check
9 6 (2.03%) DV Cleared
10 5 (1.69%) HNC
10 5 (1.69%) HND
11 4 (1.36%) CISM
11 4 (1.36%) CISSP
11 4 (1.36%) GIAC
12 2 (0.68%) CCDP
12 2 (0.68%) CCIE
12 2 (0.68%) CESG Certified Professional
12 2 (0.68%) CHECK Team Leader
12 2 (0.68%) Cisco Certification
Quality Assurance & Compliance
1 15 (5.08%) NIST
2 12 (4.07%) EU AI Act
2 12 (4.07%) QA
3 8 (2.71%) Data Quality
4 5 (1.69%) DO-254
5 4 (1.36%) ISO/IEC 27001
6 3 (1.02%) Accessibility
6 3 (1.02%) SLA
7 2 (0.68%) JSP 440
7 2 (0.68%) NCSC
7 2 (0.68%) RMADS
8 1 (0.34%) GDPR
System Software
1 28 (9.49%) Docker
2 6 (2.03%) Firmware
3 1 (0.34%) Active Directory
3 1 (0.34%) Oracle RAC
3 1 (0.34%) Squid
Systems Management
1 23 (7.80%) Kubernetes
2 13 (4.41%) Terraform
3 6 (2.03%) Grafana
4 2 (0.68%) Kibana
4 2 (0.68%) Kubeflow
4 2 (0.68%) logstash
4 2 (0.68%) Prometheus
4 2 (0.68%) rkt
5 1 (0.34%) Ansible
5 1 (0.34%) Data Guard
5 1 (0.34%) HP Fortify
5 1 (0.34%) ITRS Geneos
5 1 (0.34%) Oracle ZFS
5 1 (0.34%) Single Sign-On
Vendors
1 27 (9.15%) Microsoft
2 12 (4.07%) Foundry
2 12 (4.07%) Google
3 10 (3.39%) IBM
4 8 (2.71%) Databricks
5 6 (2.03%) MathWorks
6 5 (1.69%) Actel
6 5 (1.69%) Altera
6 5 (1.69%) Intel
6 5 (1.69%) Microsemi
6 5 (1.69%) Xilinx
7 4 (1.36%) AppDynamics
7 4 (1.36%) Bloomberg
7 4 (1.36%) Charles River
7 4 (1.36%) ION Trading
7 4 (1.36%) Oracle
7 4 (1.36%) SAP
7 4 (1.36%) Solace
7 4 (1.36%) Splunk
7 4 (1.36%) Thales