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 2 December 2025, comparing them to the same period in the previous two years.

6 months to
2 Dec 2025
Same period 2024 Same period 2023
Rank 263 263 299
Rank change year-on-year 0 +36 +25
Contract jobs citing Algorithms 358 349 349
As % of all contract jobs in the UK 1.00% 0.98% 0.77%
As % of the Miscellaneous category 2.80% 3.11% 2.42%
Number of daily rates quoted 224 222 240
10th Percentile £335 £375 £384
25th Percentile £411 £450 £500
Median daily rate (50th Percentile) £540 £564 £625
Median % change year-on-year -4.26% -9.76% -12.59%
75th Percentile £703 £709 £775
90th Percentile £950 £861 £850
UK excluding London median daily rate £505 £500 £600
% change year-on-year +1.00% -16.67% -2.04%
Number of hourly rates quoted 17 20 16
10th Percentile £27.14 £25.60 £35.00
25th Percentile £41.25 £43.22 £40.63
Median hourly rate £67.00 £52.50 £57.50
Median % change year-on-year +27.62% -8.70% +2.81%
75th Percentile £73.00 £72.19 £63.01
90th Percentile £81.50 £75.00 £66.50
UK excluding London median hourly rate £67.00 £50.00 £46.25
% change year-on-year +34.00% +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 12,785 11,225 14,399
As % of all contract IT jobs advertised in the UK 35.54% 31.46% 31.68%
Number of daily rates quoted 7,942 6,624 9,642
10th Percentile £278 £282 £270
25th Percentile £406 £413 £415
Median daily rate (50th Percentile) £501 £538 £550
Median % change year-on-year -6.77% -2.27% -
75th Percentile £630 £663 £669
90th Percentile £738 £788 £770
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 657 371 495
10th Percentile £13.50 £16.75 £16.75
25th Percentile £18.22 £22.50 £20.67
Median hourly rate £27.00 £35.00 £43.33
Median % change year-on-year -22.86% -19.22% +23.80%
75th Percentile £56.25 £66.00 £65.00
90th Percentile £74.26 £75.16 £77.50
UK excluding London median hourly rate £26.75 £32.50 £45.55
% change year-on-year -17.69% -28.64% +57.60%

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 2 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 2 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 2 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 -14 301 £550 -8.33% 435
London +5 169 £593 -5.20% 128
UK excluding London -21 151 £505 +1.00% 388
Work from Home -21 79 £547 +7.96% 218
East of England +10 41 £373 -37.92% 57
South East +19 35 £525 +5.00% 151
North of England -43 31 £550 +12.47% 66
Yorkshire -15 23 £675 +68.75% 22
Scotland +12 21 £432 +1.71% 10
West Midlands -20 17 £538 +34.38% 25
Midlands -25 17 £538 +34.38% 46
North West -38 7 £180 -63.23% 34
Wales -7 4 - - 8
South West -24 4 £531 -20.41% 60
North East - 1 £400 - 10

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 23 (6.42%) Apache Spark
2 14 (3.91%) Apache
3 10 (2.79%) Jupyter
4 8 (2.23%) Apache Pig
5 7 (1.96%) Apache Airflow
6 4 (1.12%) Confluence
7 3 (0.84%) IIS
8 2 (0.56%) SharePoint
Applications
1 11 (3.07%) Microsoft Excel
2 8 (2.23%) Chatbot
2 8 (2.23%) Simulink
3 4 (1.12%) Microsoft Office
3 4 (1.12%) Microsoft PowerPoint
4 2 (0.56%) CPLEX
5 1 (0.28%) Stateflow
Business Applications
1 3 (0.84%) 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 78 (21.79%) Azure
2 65 (18.16%) AWS
3 32 (8.94%) Power Platform
4 28 (7.82%) GCP
5 20 (5.59%) Serverless
6 19 (5.31%) GitHub
7 14 (3.91%) Amazon SageMaker
7 14 (3.91%) Cloud Computing
8 13 (3.63%) Azure AKS
9 12 (3.35%) GitHub Copilot
9 12 (3.35%) PaaS
10 11 (3.07%) Amazon S3
10 11 (3.07%) AWS Lambda
11 10 (2.79%) Azure Machine Learning
12 9 (2.51%) Azure Functions
12 9 (2.51%) npm
13 8 (2.23%) Amazon ECS
13 8 (2.23%) AWS CloudFormation
13 8 (2.23%) Vertex AI
14 7 (1.96%) Amazon EKS
Communications & Networking
1 6 (1.68%) Ethernet
2 4 (1.12%) Internet
3 3 (0.84%) 5G
3 3 (0.84%) HTTP
3 3 (0.84%) LTE
3 3 (0.84%) Mobile Backhaul
3 3 (0.84%) SSL
3 3 (0.84%) Wireless
4 2 (0.56%) 2G
4 2 (0.56%) SNMP
4 2 (0.56%) SSH
4 2 (0.56%) TCP/IP
4 2 (0.56%) VoIP
4 2 (0.56%) VPN
5 1 (0.28%) 4G
5 1 (0.28%) 5G NR
5 1 (0.28%) FIX Connectivity
5 1 (0.28%) MIMO
5 1 (0.28%) Network Security
5 1 (0.28%) S/MIME
Database & Business Intelligence
1 30 (8.38%) Power BI
2 28 (7.82%) NoSQL
3 25 (6.98%) Hadoop
4 20 (5.59%) Relational Database
4 20 (5.59%) Tableau
5 17 (4.75%) Big Data
6 14 (3.91%) KDB
7 13 (3.63%) Kdb+
8 11 (3.07%) Data Mining
8 11 (3.07%) PostgreSQL
9 10 (2.79%) Apache Hive
9 10 (2.79%) MongoDB
10 8 (2.23%) Data Lake
11 7 (1.96%) Data Warehouse
11 7 (1.96%) DB2
11 7 (1.96%) RDBMS
12 6 (1.68%) Elasticsearch
12 6 (1.68%) MemSQL
12 6 (1.68%) Sybase IQ
13 5 (1.40%) MySQL
Development Applications
1 35 (9.78%) Git
2 18 (5.03%) JIRA
3 14 (3.91%) GitLab
4 12 (3.35%) Jenkins
5 10 (2.79%) Artifactory
5 10 (2.79%) Visual Studio
6 8 (2.23%) Cucumber
6 8 (2.23%) MLflow
7 7 (1.96%) JUnit
8 5 (1.40%) PyCharm
8 5 (1.40%) QUnit
9 3 (0.84%) Gradle
9 3 (0.84%) LabVIEW
9 3 (0.84%) Maven
9 3 (0.84%) Mockito
10 2 (0.56%) Cypress.io
10 2 (0.56%) Log4j
10 2 (0.56%) SonarQube
10 2 (0.56%) Subversion
10 2 (0.56%) TeamCity
General
1 126 (35.20%) Social Skills
2 69 (19.27%) Finance
3 68 (18.99%) Analytical Skills
4 37 (10.34%) Front Office
5 36 (10.06%) Banking
6 17 (4.75%) Public Sector
7 14 (3.91%) Manufacturing
8 13 (3.63%) Investment Banking
9 10 (2.79%) Retail
10 9 (2.51%) Electronics
10 9 (2.51%) Telecoms
11 8 (2.23%) Legal
12 7 (1.96%) Games
12 7 (1.96%) Inclusion and Diversity
13 6 (1.68%) Financial Institution
13 6 (1.68%) Marketing
14 4 (1.12%) Publishing
15 3 (0.84%) Documentation Skills
15 3 (0.84%) Influencing Skills
16 2 (0.56%) Presentation Skills
Job Titles
1 114 (31.84%) Developer
2 44 (12.29%) Data Scientist
3 34 (9.50%) Senior
4 30 (8.38%) Artificial Intelligence Engineer
5 26 (7.26%) Lead
6 23 (6.42%) Software Engineer
7 21 (5.87%) Data Engineer
7 21 (5.87%) Java Developer
8 20 (5.59%) Python Developer
9 16 (4.47%) Senior Developer
10 15 (4.19%) Quantitative Developer
11 14 (3.91%) Analyst
12 12 (3.35%) Architect
12 12 (3.35%) C++ Developer
12 12 (3.35%) Software Developer
13 11 (3.07%) Machine Learning Engineer
14 10 (2.79%) Gen AI Engineer
15 9 (2.51%) Consultant
16 8 (2.23%) Full-Stack Developer
16 8 (2.23%) Scala Developer
Libraries, Frameworks & Software Standards
1 52 (14.53%) TensorFlow
2 49 (13.69%) PyTorch
3 40 (11.17%) Pandas
3 40 (11.17%) scikit-learn
4 32 (8.94%) NumPy
5 23 (6.42%) .NET
5 23 (6.42%) React
6 19 (5.31%) CSS
6 19 (5.31%) FIX Protocol
7 17 (4.75%) RESTful
8 15 (4.19%) AngularJS
8 15 (4.19%) HTML
9 14 (3.91%) Node.js
9 14 (3.91%) REST
9 14 (3.91%) Semantic Kernel
10 12 (3.35%) Matplotlib
10 12 (3.35%) PySpark
11 11 (3.07%) .NET Framework
12 10 (2.79%) Kafka
12 10 (2.79%) Spring
Miscellaneous
1 83 (23.18%) Data Structures
2 26 (7.26%) Distributed Systems
3 21 (5.87%) Cloud Native
4 20 (5.59%) Fixed Income
4 20 (5.59%) Foreign Exchange (FX)
5 16 (4.47%) Product Ownership
6 15 (4.19%) Derivative
6 15 (4.19%) Distributed Computing
7 14 (3.91%) Equities
8 11 (3.07%) FPGA
9 8 (2.23%) Clustering
9 8 (2.23%) Robotics
10 7 (1.96%) Analytical Mindset
10 7 (1.96%) Enterprise Software
10 7 (1.96%) PKI
11 6 (1.68%) Equity Derivative
11 6 (1.68%) Onboarding
11 6 (1.68%) PCIe
11 6 (1.68%) Verilog
12 5 (1.40%) VHDL
Operating Systems
1 34 (9.50%) Linux
2 15 (4.19%) Unix
3 3 (0.84%) Android
3 3 (0.84%) Apple iOS
3 3 (0.84%) Windows
4 2 (0.56%) Windows Server
5 1 (0.28%) Robot Operating System
Processes & Methodologies
1 182 (50.84%) Machine Learning
2 116 (32.40%) AI
3 106 (29.61%) Agile
3 106 (29.61%) Data Science
4 100 (27.93%) Computer Science
5 91 (25.42%) Problem-Solving
6 72 (20.11%) Software Engineering
7 70 (19.55%) CI/CD
8 68 (18.99%) LLM
9 65 (18.16%) Analytics
10 64 (17.88%) Visualisation
11 55 (15.36%) Mathematics
12 54 (15.08%) Data Pipeline
13 46 (12.85%) Data Engineering
13 46 (12.85%) Decision-Making
14 43 (12.01%) Data Visualisation
15 42 (11.73%) Statistics
16 41 (11.45%) Deep Learning
17 40 (11.17%) DevOps
18 38 (10.61%) Containerisation
Programming Languages
1 206 (57.54%) Python
2 74 (20.67%) SQL
3 69 (19.27%) Java
4 36 (10.06%) C++
5 29 (8.10%) TypeScript
6 28 (7.82%) C#
7 24 (6.70%) JavaScript
8 21 (5.87%) Scala
9 20 (5.59%) R
10 17 (4.75%) MATLAB
11 14 (3.91%) PowerShell
12 11 (3.07%) Bash
13 6 (1.68%) SystemVerilog
13 6 (1.68%) Tcl
14 4 (1.12%) C
14 4 (1.12%) Go
14 4 (1.12%) Rust
15 3 (0.84%) Shell Script
16 2 (0.56%) Kotlin
16 2 (0.56%) SPARQL
Qualifications
1 88 (24.58%) Degree
2 38 (10.61%) Security Cleared
3 32 (8.94%) Computer Science Degree
4 31 (8.66%) Master's Degree
5 24 (6.70%) SC Cleared
6 17 (4.75%) PhD
7 13 (3.63%) MCP
8 6 (1.68%) HNC
8 6 (1.68%) HND
8 6 (1.68%) Numerate Degree
9 4 (1.12%) CISSP
9 4 (1.12%) DBS Check
10 3 (0.84%) Cisco Certification
10 3 (0.84%) Postgraduate
11 2 (0.56%) BPSS Clearance
11 2 (0.56%) CEH
11 2 (0.56%) CISM
11 2 (0.56%) GIAC
12 1 (0.28%) (ISC)2 CCSP
12 1 (0.28%) AWS Certification
Quality Assurance & Compliance
1 17 (4.75%) NIST
1 17 (4.75%) QA
2 15 (4.19%) EU AI Act
3 9 (2.51%) Data Quality
4 7 (1.96%) Accessibility
4 7 (1.96%) GDPR
5 6 (1.68%) DO-254
5 6 (1.68%) PCI DSS
6 5 (1.40%) FIPS 140-2
7 4 (1.12%) ISO/IEC 27001
8 3 (0.84%) Software Quality Assurance
9 2 (0.56%) EMIR
9 2 (0.56%) ISO/IEC 20000
9 2 (0.56%) PMO
10 1 (0.28%) Disclosure Scotland
10 1 (0.28%) SLA
System Software
1 31 (8.66%) Docker
2 7 (1.96%) Firmware
3 3 (0.84%) Virtual Machines
Systems Management
1 40 (11.17%) Kubernetes
2 17 (4.75%) Terraform
3 10 (2.79%) Ansible
4 8 (2.23%) Grafana
5 4 (1.12%) ITRS Geneos
5 4 (1.12%) Kibana
5 4 (1.12%) logstash
6 2 (0.56%) Kubeflow
6 2 (0.56%) rkt
7 1 (0.28%) Rundeck
Vendors
1 41 (11.45%) Microsoft
2 18 (5.03%) Splunk
3 16 (4.47%) Databricks
4 14 (3.91%) Foundry
5 13 (3.63%) Google
6 11 (3.07%) Xilinx
7 8 (2.23%) TIBCO
8 7 (1.96%) Intel
9 6 (1.68%) Actel
9 6 (1.68%) Altera
9 6 (1.68%) Dynatrace
9 6 (1.68%) Microsemi
10 4 (1.12%) SAP
10 4 (1.12%) Solace
10 4 (1.12%) Thales
11 3 (0.84%) Delphix
11 3 (0.84%) ServiceNow
12 2 (0.56%) Bloomberg
12 2 (0.56%) Dataiku
12 2 (0.56%) Oracle