Algorithms Contract Job Trends

Algorithms
UK

The table below looks at the prevalence of the term Algorithms in contract job vacancies. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Algorithms over the 6 months leading up to 19 December 2025, comparing them to the same period in the previous two years.

6 months to
19 Dec 2025
Same period 2024 Same period 2023
Rank 271 247 303
Rank change year-on-year -24 +56 +22
Contract jobs citing Algorithms 354 343 329
As % of all contract jobs in the UK 0.96% 1.00% 0.75%
As % of the Miscellaneous category 2.74% 3.14% 2.36%
Number of daily rates quoted 217 211 229
10th Percentile £335 £375 £384
25th Percentile £409 £450 £500
Median daily rate (50th Percentile) £550 £575 £625
Median % change year-on-year -4.35% -8.00% -12.59%
75th Percentile £725 £694 £750
90th Percentile £1,050 £838 £840
UK excluding London median daily rate £500 £500 £600
% change year-on-year - -16.67% -11.11%
Number of hourly rates quoted 20 22 17
10th Percentile £31.13 £25.38 £35.00
25th Percentile £57.44 £29.34 £42.50
Median hourly rate £65.50 £51.25 £57.50
Median % change year-on-year +27.80% -10.87% +1.13%
75th Percentile £68.50 £69.69 £64.53
90th Percentile £79.10 £75.00 £69.80
UK excluding London median hourly rate £66.50 £50.00 £46.25
% change year-on-year +33.00% +8.11% -18.66%

All Generic Skills
UK

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.

Contract vacancies with a requirement for generic IT skills 12,897 10,908 13,970
As % of all contract IT jobs advertised in the UK 35.02% 31.91% 31.64%
Number of daily rates quoted 8,055 6,528 9,313
10th Percentile £275 £269 £263
25th Percentile £406 £410 £413
Median daily rate (50th Percentile) £505 £538 £550
Median % change year-on-year -6.05% -2.27% -
75th Percentile £625 £656 £668
90th Percentile £738 £775 £770
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 648 339 495
10th Percentile £13.80 £17.45 £16.50
25th Percentile £18.03 £22.86 £20.50
Median hourly rate £27.21 £33.00 £42.50
Median % change year-on-year -17.55% -22.35% +21.43%
75th Percentile £59.31 £64.63 £65.00
90th Percentile £74.26 £78.47 £77.20
UK excluding London median hourly rate £27.50 £32.50 £45.21
% change year-on-year -15.38% -28.11% +52.12%

Algorithms
Job Vacancy Trend

Historical trend showing the proportion of contract IT job postings citing Algorithms relative to all contract IT jobs advertised.

Algorithms job vacancy trend in the UK

Algorithms
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Algorithms.

Contractor daily rate distribution trend for jobs in the UK citing Algorithms

Algorithms
Daily Rate Histogram

Daily rate distribution for jobs citing Algorithms over the 6 months to 19 December 2025.

Daily rate histogram for Algorithms in the UK

Algorithms
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Algorithms.

Contractor hourly rate distribution trend for jobs in the UK citing Algorithms

Algorithms
Hourly Rate Histogram

Hourly rate distribution of jobs citing Algorithms over the 6 months to 19 December 2025.

Hourly rate histogram for Algorithms in the UK

Algorithms
Top 15 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Algorithms within the UK over the 6 months to 19 December 2025. 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
England -12 304 £550 -8.33% 561
London -3 172 £600 -4.00% 117
UK excluding London -20 147 £500 - 497
Work from Home -26 76 £550 +10.00% 238
East of England +1 40 £345 -42.50% 84
South East -1 34 £500 - 136
North of England -44 31 £550 +12.36% 89
Yorkshire -21 23 £675 - 33
Scotland +4 17 £410 -3.53% 30
West Midlands -24 17 £538 +34.38% 39
Midlands -36 17 £538 +34.38% 78
North West -42 7 £180 -63.23% 43
South West -28 6 £550 -17.60% 83
Wales 0 4 - - 12
North East - 1 £400 - 13

Algorithms
Co-Occurring Skills & Capabilities 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 21 (5.93%) Apache Spark
2 15 (4.24%) Apache
3 10 (2.82%) Jupyter
4 8 (2.26%) Apache Pig
5 7 (1.98%) Apache Airflow
6 5 (1.41%) Confluence
7 3 (0.85%) IIS
8 2 (0.56%) SharePoint
Applications
1 15 (4.24%) Microsoft Excel
2 8 (2.26%) Chatbot
3 6 (1.69%) Simulink
4 4 (1.13%) Microsoft Office
4 4 (1.13%) Microsoft PowerPoint
5 2 (0.56%) CPLEX
Business Applications
1 3 (0.85%) ProductWriter
2 2 (0.56%) Temenos T24
3 1 (0.28%) Actimize
3 1 (0.28%) Bloomberg AIM
3 1 (0.28%) Fidessa
Cloud Services
1 75 (21.19%) Azure
2 66 (18.64%) AWS
3 32 (9.04%) Power Platform
4 29 (8.19%) GCP
5 20 (5.65%) Serverless
6 19 (5.37%) GitHub
7 17 (4.80%) Cloud Computing
8 16 (4.52%) Amazon SageMaker
9 13 (3.67%) Azure AKS
10 12 (3.39%) GitHub Copilot
10 12 (3.39%) PaaS
11 11 (3.11%) Amazon S3
11 11 (3.11%) AWS Lambda
12 10 (2.82%) Azure Machine Learning
13 9 (2.54%) Azure Functions
13 9 (2.54%) npm
14 8 (2.26%) Amazon ECS
14 8 (2.26%) Amazon EKS
14 8 (2.26%) Snowflake
14 8 (2.26%) Vertex AI
Communications & Networking
1 5 (1.41%) Ethernet
2 4 (1.13%) Internet
2 4 (1.13%) SSL
3 3 (0.85%) HTTP
3 3 (0.85%) VPN
4 2 (0.56%) 2G
4 2 (0.56%) 5G
4 2 (0.56%) LTE
4 2 (0.56%) Mobile Backhaul
4 2 (0.56%) S/MIME
4 2 (0.56%) SNMP
4 2 (0.56%) SSH
4 2 (0.56%) VoIP
4 2 (0.56%) Wireless
5 1 (0.28%) FIX Connectivity
5 1 (0.28%) Network Security
Database & Business Intelligence
1 30 (8.47%) Power BI
2 22 (6.21%) Hadoop
2 22 (6.21%) NoSQL
3 19 (5.37%) Relational Database
3 19 (5.37%) Tableau
4 17 (4.80%) Big Data
5 15 (4.24%) KDB
6 14 (3.95%) Kdb+
7 11 (3.11%) Data Mining
8 10 (2.82%) PostgreSQL
9 9 (2.54%) Apache Hive
10 8 (2.26%) Data Lake
11 7 (1.98%) Data Warehouse
11 7 (1.98%) Elasticsearch
11 7 (1.98%) RDBMS
12 5 (1.41%) MongoDB
12 5 (1.41%) MySQL
13 4 (1.13%) DB2
13 4 (1.13%) Spotfire
13 4 (1.13%) Sybase IQ
Development Applications
1 30 (8.47%) Git
2 18 (5.08%) GitLab
3 17 (4.80%) JIRA
4 12 (3.39%) Visual Studio
5 11 (3.11%) Jenkins
6 10 (2.82%) Artifactory
7 8 (2.26%) MLflow
8 6 (1.69%) Cucumber
9 5 (1.41%) PyCharm
9 5 (1.41%) QUnit
10 4 (1.13%) JUnit
11 3 (0.85%) Gradle
11 3 (0.85%) Maven
12 2 (0.56%) Cypress.io
12 2 (0.56%) LabVIEW
12 2 (0.56%) Log4j
12 2 (0.56%) Mockito
12 2 (0.56%) SonarQube
12 2 (0.56%) Subversion
12 2 (0.56%) TeamCity
General
1 119 (33.62%) Social Skills
2 66 (18.64%) Finance
3 59 (16.67%) Analytical Skills
4 38 (10.73%) Front Office
5 33 (9.32%) Banking
6 18 (5.08%) Public Sector
7 14 (3.95%) Manufacturing
8 12 (3.39%) Investment Banking
9 9 (2.54%) Retail
10 8 (2.26%) Legal
11 7 (1.98%) Electronics
11 7 (1.98%) Telecoms
12 6 (1.69%) Marketing
13 5 (1.41%) Games
14 4 (1.13%) Influencing Skills
14 4 (1.13%) Publishing
15 3 (0.85%) Financial Institution
15 3 (0.85%) Inclusion and Diversity
16 2 (0.56%) Aerospace
16 2 (0.56%) Pharmaceutical
Job Titles
1 109 (30.79%) Developer
2 45 (12.71%) Data Scientist
3 36 (10.17%) Senior
4 31 (8.76%) Artificial Intelligence Engineer
5 25 (7.06%) Lead
6 24 (6.78%) Software Engineer
7 20 (5.65%) Data Engineer
7 20 (5.65%) Java Developer
7 20 (5.65%) Python Developer
8 17 (4.80%) Quantitative Developer
8 17 (4.80%) Senior Developer
9 15 (4.24%) C++ Developer
10 14 (3.95%) Analyst
10 14 (3.95%) Architect
11 11 (3.11%) Gen AI Engineer
11 11 (3.11%) Machine Learning Engineer
11 11 (3.11%) Software Developer
12 9 (2.54%) Linux Developer
12 9 (2.54%) Low Latency C++ Developer
12 9 (2.54%) Robotics Engineer
Libraries, Frameworks & Software Standards
1 53 (14.97%) TensorFlow
2 51 (14.41%) PyTorch
3 42 (11.86%) scikit-learn
4 41 (11.58%) Pandas
5 32 (9.04%) NumPy
6 23 (6.50%) .NET
7 20 (5.65%) FIX Protocol
7 20 (5.65%) React
8 17 (4.80%) RESTful
9 15 (4.24%) CSS
9 15 (4.24%) HTML
10 14 (3.95%) Node.js
10 14 (3.95%) Semantic Kernel
11 13 (3.67%) AngularJS
11 13 (3.67%) Matplotlib
12 12 (3.39%) REST
13 10 (2.82%) .NET Framework
13 10 (2.82%) XGBoost
14 9 (2.54%) PySpark
14 9 (2.54%) Vue
Miscellaneous
1 77 (21.75%) Data Structures
2 30 (8.47%) Distributed Systems
3 22 (6.21%) Cloud Native
3 22 (6.21%) Foreign Exchange (FX)
4 20 (5.65%) Equities
5 19 (5.37%) Fixed Income
6 17 (4.80%) Derivative
7 15 (4.24%) Product Ownership
8 12 (3.39%) Distributed Computing
9 10 (2.82%) FPGA
10 9 (2.54%) Equity Derivative
10 9 (2.54%) PKI
10 9 (2.54%) Robotics
11 8 (2.26%) Analytical Mindset
11 8 (2.26%) Clustering
11 8 (2.26%) Data Protection Act
12 5 (1.41%) Onboarding
12 5 (1.41%) PCIe
12 5 (1.41%) Replication
12 5 (1.41%) VHDL
Operating Systems
1 34 (9.60%) Linux
2 14 (3.95%) Unix
3 3 (0.85%) Android
3 3 (0.85%) Apple iOS
3 3 (0.85%) Windows
4 2 (0.56%) Windows Server
5 1 (0.28%) Robot Operating System
Processes & Methodologies
1 180 (50.85%) Machine Learning
2 110 (31.07%) AI
3 103 (29.10%) Data Science
4 97 (27.40%) Computer Science
5 96 (27.12%) Agile
6 86 (24.29%) Problem-Solving
7 68 (19.21%) CI/CD
8 66 (18.64%) LLM
9 62 (17.51%) Analytics
10 59 (16.67%) Software Engineering
10 59 (16.67%) Visualisation
11 55 (15.54%) Data Pipeline
11 55 (15.54%) Mathematics
12 47 (13.28%) Data Engineering
12 47 (13.28%) Decision-Making
13 46 (12.99%) Statistics
14 44 (12.43%) Deep Learning
15 40 (11.30%) Data Visualisation
16 38 (10.73%) Containerisation
17 37 (10.45%) Natural Language Processing
Programming Languages
1 202 (57.06%) Python
2 70 (19.77%) SQL
3 64 (18.08%) Java
4 42 (11.86%) C++
5 29 (8.19%) C#
6 25 (7.06%) TypeScript
7 19 (5.37%) JavaScript
7 19 (5.37%) R
7 19 (5.37%) Scala
8 15 (4.24%) PowerShell
9 14 (3.95%) MATLAB
10 12 (3.39%) Bash
11 5 (1.41%) SystemVerilog
11 5 (1.41%) Tcl
12 4 (1.13%) Go
12 4 (1.13%) Rust
13 3 (0.85%) C
14 2 (0.56%) Perl
14 2 (0.56%) VBA
14 2 (0.56%) VC++
Qualifications
1 86 (24.29%) Degree
2 39 (11.02%) Security Cleared
3 30 (8.47%) Computer Science Degree
4 29 (8.19%) Master's Degree
5 26 (7.34%) SC Cleared
6 16 (4.52%) PhD
7 13 (3.67%) MCP
8 10 (2.82%) Numerate Degree
9 5 (1.41%) CISSP
9 5 (1.41%) HNC
9 5 (1.41%) HND
10 4 (1.13%) DBS Check
11 3 (0.85%) CISM
11 3 (0.85%) GIAC
11 3 (0.85%) Postgraduate
12 2 (0.56%) BPSS Clearance
12 2 (0.56%) CEH
12 2 (0.56%) Cisco Certification
12 2 (0.56%) DV Cleared
13 1 (0.28%) AWS Certification
Quality Assurance & Compliance
1 18 (5.08%) NIST
2 16 (4.52%) QA
3 15 (4.24%) EU AI Act
4 11 (3.11%) Data Quality
5 7 (1.98%) Accessibility
5 7 (1.98%) GDPR
6 6 (1.69%) PCI DSS
7 5 (1.41%) DO-254
7 5 (1.41%) FIPS 140-2
7 5 (1.41%) ISO/IEC 27001
8 3 (0.85%) SLA
9 2 (0.56%) EMIR
9 2 (0.56%) ISO/IEC 20000
9 2 (0.56%) PMO
9 2 (0.56%) Software Quality Assurance
10 1 (0.28%) Disclosure Scotland
System Software
1 37 (10.45%) Docker
2 6 (1.69%) Firmware
3 3 (0.85%) Virtual Machines
4 1 (0.28%) Active Directory
4 1 (0.28%) Squid
Systems Management
1 40 (11.30%) Kubernetes
2 18 (5.08%) Terraform
3 9 (2.54%) Ansible
4 7 (1.98%) Grafana
5 5 (1.41%) Kibana
5 5 (1.41%) logstash
6 4 (1.13%) ITRS Geneos
7 2 (0.56%) Kubeflow
7 2 (0.56%) Prometheus
7 2 (0.56%) rkt
8 1 (0.28%) Rundeck
8 1 (0.28%) Single Sign-On
Vendors
1 39 (11.02%) Microsoft
2 16 (4.52%) Databricks
3 15 (4.24%) Splunk
4 14 (3.95%) Foundry
4 14 (3.95%) Google
5 10 (2.82%) Xilinx
6 8 (2.26%) TIBCO
7 6 (1.69%) Intel
8 5 (1.41%) Actel
8 5 (1.41%) Altera
8 5 (1.41%) Microsemi
8 5 (1.41%) Solace
8 5 (1.41%) Thales
9 4 (1.13%) SAP
10 3 (0.85%) Delphix
10 3 (0.85%) Dynatrace
10 3 (0.85%) ION Trading
10 3 (0.85%) Oracle
11 2 (0.56%) Dataiku
11 2 (0.56%) ServiceNow