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

6 months to
29 Dec 2025
Same period 2024 Same period 2023
Rank 283 240 312
Rank change year-on-year -43 +72 +7
Contract jobs citing Algorithms 350 340 316
As % of all contract jobs in the UK 0.95% 1.02% 0.73%
As % of the Miscellaneous category 2.74% 3.18% 2.33%
Number of daily rates quoted 210 211 225
10th Percentile £335 £375 £384
25th Percentile £407 £444 £500
Median daily rate (50th Percentile) £550 £575 £625
Median % change year-on-year -4.35% -8.00% -13.19%
75th Percentile £738 £676 £750
90th Percentile £1,050 £838 £858
UK excluding London median daily rate £500 £495 £590
% change year-on-year +1.01% -16.10% -12.59%
Number of hourly rates quoted 23 20 14
10th Percentile £33.25 £25.10 £35.00
25th Percentile £57.39 £27.21 £42.50
Median hourly rate £65.00 £50.00 £57.50
Median % change year-on-year +30.00% -13.04% +1.13%
75th Percentile £67.00 £59.38 £64.02
90th Percentile £78.05 £75.00 £71.15
UK excluding London median hourly rate £65.00 £47.50 £35.00
% change year-on-year +36.84% +35.71% -38.45%

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 12,789 10,683 13,557
As % of all contract IT jobs advertised in the UK 34.66% 32.07% 31.31%
Number of daily rates quoted 8,020 6,371 9,015
10th Percentile £275 £265 £263
25th Percentile £406 £409 £413
Median daily rate (50th Percentile) £505 £530 £548
Median % change year-on-year -4.81% -3.20% -0.45%
75th Percentile £630 £656 £664
90th Percentile £738 £775 £763
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 624 327 511
10th Percentile £13.97 £18.02 £16.25
25th Percentile £18.22 £23.30 £19.99
Median hourly rate £27.21 £33.75 £41.50
Median % change year-on-year -19.38% -18.67% +29.69%
75th Percentile £60.86 £65.00 £65.00
90th Percentile £75.00 £80.75 £77.50
UK excluding London median hourly rate £27.21 £32.50 £44.75
% change year-on-year -16.28% -27.37% +72.12%

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 29 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 29 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 29 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 -15 302 £550 -8.33% 861
London -11 167 £600 -4.00% 237
UK excluding London -27 149 £500 +1.01% 695
Work from Home -28 74 £575 +21.05% 377
East of England -1 37 £345 -42.50% 102
North of England -38 33 £550 +12.24% 159
South East +13 32 £500 +2.56% 200
Yorkshire -22 25 £675 - 67
Scotland +3 18 £418 -1.76% 45
West Midlands -19 17 £538 +34.38% 35
Midlands -37 17 £538 +34.38% 86
South West -17 11 £525 -21.35% 95
North West -35 7 £180 -63.27% 75
Wales -7 3 - - 14
North East - 1 £400 - 17

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 19 (5.43%) Apache Spark
2 15 (4.29%) Apache
3 11 (3.14%) Jupyter
4 8 (2.29%) Apache Pig
5 6 (1.71%) Apache Airflow
6 5 (1.43%) Confluence
7 3 (0.86%) IIS
8 1 (0.29%) SharePoint
Applications
1 15 (4.29%) Microsoft Excel
2 8 (2.29%) Chatbot
3 6 (1.71%) Simulink
4 3 (0.86%) Microsoft Office
4 3 (0.86%) Microsoft PowerPoint
5 1 (0.29%) CPLEX
5 1 (0.29%) LaTeX
Business Applications
1 3 (0.86%) ProductWriter
2 1 (0.29%) Actimize
2 1 (0.29%) Bloomberg AIM
2 1 (0.29%) Fidessa
2 1 (0.29%) Temenos T24
Cloud Services
1 72 (20.57%) Azure
2 65 (18.57%) AWS
3 31 (8.86%) Power Platform
4 29 (8.29%) GCP
5 20 (5.71%) Serverless
6 19 (5.43%) GitHub
7 17 (4.86%) Cloud Computing
8 16 (4.57%) Amazon SageMaker
9 13 (3.71%) Azure AKS
10 12 (3.43%) GitHub Copilot
10 12 (3.43%) PaaS
11 11 (3.14%) Amazon S3
11 11 (3.14%) AWS Lambda
12 9 (2.57%) Azure Functions
12 9 (2.57%) Azure Machine Learning
12 9 (2.57%) npm
13 8 (2.29%) Amazon ECS
13 8 (2.29%) Amazon EKS
13 8 (2.29%) AWS CloudFormation
13 8 (2.29%) Snowflake
Communications & Networking
1 5 (1.43%) Ethernet
2 4 (1.14%) Internet
2 4 (1.14%) SSL
2 4 (1.14%) VPN
3 3 (0.86%) HTTP
3 3 (0.86%) S/MIME
4 2 (0.57%) 2G
4 2 (0.57%) 5G
4 2 (0.57%) LTE
4 2 (0.57%) Mobile Backhaul
4 2 (0.57%) Network Security
4 2 (0.57%) SNMP
4 2 (0.57%) SSH
4 2 (0.57%) VoIP
4 2 (0.57%) Wireless
5 1 (0.29%) Ethernet VPN
5 1 (0.29%) F5 BIG-IP LTM
5 1 (0.29%) FIX Connectivity
5 1 (0.29%) SD-WAN
5 1 (0.29%) VXLAN
Database & Business Intelligence
1 29 (8.29%) Power BI
2 22 (6.29%) NoSQL
3 20 (5.71%) Hadoop
4 18 (5.14%) Relational Database
5 15 (4.29%) Big Data
5 15 (4.29%) KDB
5 15 (4.29%) Tableau
6 14 (4.00%) Kdb+
7 11 (3.14%) Data Mining
8 10 (2.86%) PostgreSQL
9 9 (2.57%) Apache Hive
10 8 (2.29%) Data Lake
11 7 (2.00%) Data Warehouse
11 7 (2.00%) Elasticsearch
11 7 (2.00%) RDBMS
12 5 (1.43%) MongoDB
12 5 (1.43%) MySQL
13 4 (1.14%) DB2
13 4 (1.14%) MemSQL
13 4 (1.14%) Sybase IQ
Development Applications
1 29 (8.29%) Git
2 18 (5.14%) GitLab
3 17 (4.86%) JIRA
4 12 (3.43%) Visual Studio
5 11 (3.14%) Jenkins
6 10 (2.86%) Artifactory
7 8 (2.29%) MLflow
8 5 (1.43%) Cucumber
8 5 (1.43%) PyCharm
8 5 (1.43%) QUnit
9 4 (1.14%) JUnit
10 3 (0.86%) Gradle
10 3 (0.86%) Maven
11 2 (0.57%) Cypress.io
11 2 (0.57%) GoCD
11 2 (0.57%) Log4j
11 2 (0.57%) Mockito
11 2 (0.57%) SonarQube
11 2 (0.57%) Sonatype Nexus
11 2 (0.57%) TeamCity
General
1 113 (32.29%) Social Skills
2 66 (18.86%) Finance
3 54 (15.43%) Analytical Skills
4 38 (10.86%) Front Office
5 32 (9.14%) Banking
6 18 (5.14%) Public Sector
7 11 (3.14%) Investment Banking
7 11 (3.14%) Manufacturing
8 8 (2.29%) Legal
8 8 (2.29%) Retail
9 7 (2.00%) Electronics
10 6 (1.71%) Telecoms
11 5 (1.43%) Games
11 5 (1.43%) Marketing
12 4 (1.14%) Influencing Skills
12 4 (1.14%) Publishing
13 3 (0.86%) Aerospace
13 3 (0.86%) Financial Institution
13 3 (0.86%) Inclusion and Diversity
13 3 (0.86%) Law
Job Titles
1 106 (30.29%) Developer
2 44 (12.57%) Data Scientist
3 39 (11.14%) Senior
4 30 (8.57%) Artificial Intelligence Engineer
5 28 (8.00%) Software Engineer
6 25 (7.14%) Lead
7 20 (5.71%) Java Developer
7 20 (5.71%) Python Developer
8 19 (5.43%) Data Engineer
9 18 (5.14%) Quantitative Developer
9 18 (5.14%) Senior Developer
10 17 (4.86%) C++ Developer
11 14 (4.00%) Architect
12 13 (3.71%) Analyst
13 11 (3.14%) Machine Learning Engineer
13 11 (3.14%) Software Developer
14 10 (2.86%) C++ Quantitative Developer
14 10 (2.86%) Gen AI Engineer
14 10 (2.86%) Linux Developer
14 10 (2.86%) Low Latency C++ Developer
Libraries, Frameworks & Software Standards
1 50 (14.29%) TensorFlow
2 47 (13.43%) PyTorch
3 39 (11.14%) scikit-learn
4 38 (10.86%) Pandas
5 30 (8.57%) NumPy
6 23 (6.57%) .NET
7 20 (5.71%) FIX Protocol
7 20 (5.71%) React
8 17 (4.86%) RESTful
9 15 (4.29%) CSS
9 15 (4.29%) HTML
10 14 (4.00%) Node.js
11 13 (3.71%) AngularJS
11 13 (3.71%) Semantic Kernel
12 12 (3.43%) REST
13 11 (3.14%) Matplotlib
14 10 (2.86%) .NET Framework
14 10 (2.86%) XGBoost
15 9 (2.57%) PySpark
15 9 (2.57%) Vue
Miscellaneous
1 76 (21.71%) Data Structures
2 31 (8.86%) Distributed Systems
3 22 (6.29%) Cloud Native
3 22 (6.29%) Equities
3 22 (6.29%) Foreign Exchange (FX)
4 19 (5.43%) Fixed Income
5 18 (5.14%) Derivative
6 14 (4.00%) Product Ownership
7 12 (3.43%) Distributed Computing
7 12 (3.43%) PKI
8 11 (3.14%) Robotics
9 10 (2.86%) Equity Derivative
9 10 (2.86%) FPGA
10 8 (2.29%) Analytical Mindset
10 8 (2.29%) Clustering
10 8 (2.29%) Data Protection Act
11 5 (1.43%) Onboarding
11 5 (1.43%) PCIe
11 5 (1.43%) Verilog
11 5 (1.43%) VHDL
Operating Systems
1 34 (9.71%) Linux
2 13 (3.71%) Unix
3 3 (0.86%) Android
3 3 (0.86%) Apple iOS
3 3 (0.86%) Windows
4 2 (0.57%) Windows Server
5 1 (0.29%) Robot Operating System
Processes & Methodologies
1 173 (49.43%) Machine Learning
2 104 (29.71%) AI
3 99 (28.29%) Data Science
4 94 (26.86%) Computer Science
5 91 (26.00%) Agile
6 85 (24.29%) Problem-Solving
7 68 (19.43%) CI/CD
8 62 (17.71%) LLM
8 62 (17.71%) Software Engineering
9 58 (16.57%) Analytics
10 55 (15.71%) Mathematics
11 54 (15.43%) Data Pipeline
12 52 (14.86%) Visualisation
13 46 (13.14%) Decision-Making
13 46 (13.14%) Statistics
14 45 (12.86%) Data Engineering
15 43 (12.29%) Deep Learning
16 37 (10.57%) Containerisation
16 37 (10.57%) Data Visualisation
17 36 (10.29%) DevOps
Programming Languages
1 197 (56.29%) Python
2 67 (19.14%) SQL
3 64 (18.29%) Java
4 45 (12.86%) C++
5 29 (8.29%) C#
6 25 (7.14%) TypeScript
7 19 (5.43%) JavaScript
8 18 (5.14%) Scala
9 16 (4.57%) MATLAB
9 16 (4.57%) PowerShell
9 16 (4.57%) R
10 13 (3.71%) Bash
11 5 (1.43%) SystemVerilog
11 5 (1.43%) Tcl
12 4 (1.14%) Go
12 4 (1.14%) Rust
13 3 (0.86%) C
14 2 (0.57%) Perl
14 2 (0.57%) VBA
14 2 (0.57%) VC++
Qualifications
1 82 (23.43%) Degree
2 43 (12.29%) Security Cleared
3 28 (8.00%) Computer Science Degree
4 27 (7.71%) SC Cleared
5 25 (7.14%) Master's Degree
6 14 (4.00%) PhD
7 13 (3.71%) MCP
8 11 (3.14%) Numerate Degree
9 6 (1.71%) CISSP
10 5 (1.43%) HNC
10 5 (1.43%) HND
11 4 (1.14%) CISM
11 4 (1.14%) DBS Check
11 4 (1.14%) DV Cleared
11 4 (1.14%) GIAC
12 3 (0.86%) Cisco Certification
12 3 (0.86%) Postgraduate
13 2 (0.57%) BPSS Clearance
13 2 (0.57%) CEH
14 1 (0.29%) (ISC)2 CCSP
Quality Assurance & Compliance
1 19 (5.43%) NIST
2 15 (4.29%) EU AI Act
2 15 (4.29%) QA
3 10 (2.86%) Data Quality
4 7 (2.00%) Accessibility
4 7 (2.00%) PCI DSS
5 6 (1.71%) GDPR
5 6 (1.71%) ISO/IEC 27001
6 5 (1.43%) DO-254
6 5 (1.43%) FIPS 140-2
7 3 (0.86%) SLA
8 2 (0.57%) EMIR
9 1 (0.29%) Disclosure Scotland
9 1 (0.29%) ISO/IEC 20000
9 1 (0.29%) JSP 440
9 1 (0.29%) NCSC
9 1 (0.29%) PMO
9 1 (0.29%) RMADS
9 1 (0.29%) Software Quality Assurance
System Software
1 37 (10.57%) Docker
2 7 (2.00%) Firmware
3 3 (0.86%) Virtual Machines
4 1 (0.29%) Active Directory
4 1 (0.29%) Squid
Systems Management
1 41 (11.71%) Kubernetes
2 19 (5.43%) Terraform
3 9 (2.57%) Ansible
4 7 (2.00%) Grafana
5 5 (1.43%) Kibana
5 5 (1.43%) logstash
6 4 (1.14%) ITRS Geneos
7 2 (0.57%) Kubeflow
7 2 (0.57%) Prometheus
7 2 (0.57%) rkt
7 2 (0.57%) Single Sign-On
8 1 (0.29%) Rundeck
Vendors
1 38 (10.86%) Microsoft
2 16 (4.57%) Databricks
3 15 (4.29%) Splunk
4 13 (3.71%) Foundry
4 13 (3.71%) Google
5 10 (2.86%) Xilinx
6 7 (2.00%) Thales
6 7 (2.00%) TIBCO
7 6 (1.71%) Intel
8 5 (1.43%) Actel
8 5 (1.43%) Altera
8 5 (1.43%) Microsemi
8 5 (1.43%) Solace
9 4 (1.14%) SAP
10 3 (0.86%) Delphix
10 3 (0.86%) Dynatrace
10 3 (0.86%) IBM
10 3 (0.86%) ION Trading
10 3 (0.86%) Oracle
11 2 (0.57%) Dataiku