Algorithms Contracts

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 3 May 2025, comparing them to the same period in the previous two years.

6 months to
3 May 2025
Same period 2024 Same period 2023
Rank 254 272 276
Rank change year-on-year +18 +4 +69
Contract jobs citing Algorithms 298 366 569
As % of all contract jobs advertised in the UK 1.02% 0.84% 0.96%
As % of the Miscellaneous category 3.00% 2.77% 2.88%
Number of daily rates quoted 173 227 358
10th Percentile £409 £400 £413
25th Percentile £463 £475 £500
Median daily rate (50th Percentile) £600 £575 £619
Median % change year-on-year +4.35% -7.07% -7.30%
75th Percentile £700 £731 £788
90th Percentile £848 £875 £950
UK excluding London median daily rate £550 £500 £550
% change year-on-year +10.00% -9.09% +2.33%
Number of hourly rates quoted 22 55 25
10th Percentile £23.07 £33.56 £19.00
25th Percentile £34.97 £47.75 £20.47
Median hourly rate £53.75 £55.00 £22.00
Median % change year-on-year -2.27% +150.00% -51.11%
75th Percentile £74.69 £58.75 £57.76
90th Percentile £78.33 £65.00 £75.00
UK excluding London median hourly rate £55.00 £55.00 £22.00
% change year-on-year - +150.00% -42.75%

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 9,948 13,193 19,787
As % of all contract IT jobs advertised in the UK 33.95% 30.39% 33.32%
Number of daily rates quoted 6,351 8,470 13,586
10th Percentile £300 £263 £306
25th Percentile £413 £413 £450
Median daily rate (50th Percentile) £525 £538 £550
Median % change year-on-year -2.33% -2.27% -
75th Percentile £651 £659 £680
90th Percentile £775 £793 £800
UK excluding London median daily rate £493 £500 £500
% change year-on-year -1.50% - +5.26%
Number of hourly rates quoted 401 911 639
10th Percentile £16.67 £12.25 £9.80
25th Percentile £21.00 £15.17 £10.63
Median hourly rate £32.05 £30.16 £22.49
Median % change year-on-year +6.27% +34.13% -18.24%
75th Percentile £63.75 £61.30 £64.50
90th Percentile £82.50 £70.00 £75.00
UK excluding London median hourly rate £30.78 £28.38 £22.00
% change year-on-year +8.48% +28.98% +10.00%

Algorithms
Job Vacancy Trend

Job postings citing Algorithms as a proportion of all IT jobs advertised.

Job vacancy trend for Algorithms in the UK

Algorithms
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Algorithms.

Daily rate trend for Algorithms in the UK

Algorithms
Daily Rate Histogram

Daily rate distribution for jobs citing Algorithms over the 6 months to 3 May 2025.

Daily rate histogram for Algorithms in the UK

Algorithms
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Algorithms.

Hourly rate trend for Algorithms in the UK

Algorithms
Hourly Rate Histogram

Hourly rate distribution of jobs citing Algorithms over the 6 months to 3 May 2025.

Hourly rate histogram for Algorithms in the UK

Algorithms
Top 17 Contract 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 3 May 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 -4 231 £625 +6.16% 1,229
London -23 135 £650 - 738
UK excluding London +80 128 £550 +10.00% 695
Work from Home -5 84 £525 -18.45% 583
East of England +48 28 £650 +67.74% 127
South East +44 24 £500 -16.67% 252
Scotland +23 22 £425 +3.03% 71
North of England +7 22 £550 +15.79% 104
North West +15 20 £550 +4.76% 55
South West +26 14 £668 +48.33% 83
Wales - 11 £575 - 21
Northern Ireland - 5 £500 - 8
Midlands +2 3 £70 -87.27% 60
East Midlands +15 2 £70 - 13
Yorkshire -2 1 - - 21
West Midlands -4 1 - - 45
North East - 1 £625 - 28

Algorithms
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 37 (12.42%) Apache Spark
2 5 (1.68%) Apache
3 3 (1.01%) BizTalk Server
3 3 (1.01%) Confluence
4 2 (0.67%) Jupyter
4 2 (0.67%) WordPress
5 1 (0.34%) Apache Airflow
5 1 (0.34%) Mattermost
5 1 (0.34%) Oracle SOA Suite
5 1 (0.34%) SAS
Applications
1 12 (4.03%) Simulink
2 3 (1.01%) Chatbot
3 1 (0.34%) Microsoft Excel
3 1 (0.34%) Microsoft PowerPoint
3 1 (0.34%) Siemens NX
3 1 (0.34%) SOLIDWORKS
3 1 (0.34%) Stateflow
Business Applications
1 1 (0.34%) Oracle TCA
1 1 (0.34%) SAP S/4HANA
Cloud Services
1 65 (21.81%) AWS
2 60 (20.13%) Azure
3 23 (7.72%) GCP
4 12 (4.03%) GitHub
5 10 (3.36%) Serverless
6 8 (2.68%) AWS Lambda
7 7 (2.35%) Azure DevOps
7 7 (2.35%) GitHub Actions
8 6 (2.01%) Azure AI
9 5 (1.68%) Anthropic Claude
9 5 (1.68%) Azure Logic Apps
9 5 (1.68%) Azure Machine Learning
9 5 (1.68%) Power Platform
10 4 (1.34%) Amazon S3
10 4 (1.34%) Azure Functions
10 4 (1.34%) Google Analytics
10 4 (1.34%) Google Gemini
10 4 (1.34%) Snowflake
11 3 (1.01%) Amazon SQS
11 3 (1.01%) Azure Cosmos DB
Communications & Networking
1 7 (2.35%) SSL
2 6 (2.01%) Ethernet
2 6 (2.01%) TCP/IP
3 4 (1.34%) Multicast
3 4 (1.34%) Network Security
3 4 (1.34%) S/MIME
3 4 (1.34%) VPN
4 3 (1.01%) 802.11
4 3 (1.01%) Broadband
4 3 (1.01%) DHCP
4 3 (1.01%) DOCSIS
4 3 (1.01%) DSL
4 3 (1.01%) GPON
4 3 (1.01%) HTTP
4 3 (1.01%) Intrusion Detection
4 3 (1.01%) IPv4
4 3 (1.01%) IPv6
4 3 (1.01%) PPP
4 3 (1.01%) VoIP
4 3 (1.01%) Wi-Fi
Database & Business Intelligence
1 31 (10.40%) Hadoop
2 29 (9.73%) Big Data
2 29 (9.73%) Tableau
3 10 (3.36%) Data Mining
3 10 (3.36%) MongoDB
4 8 (2.68%) KDB
4 8 (2.68%) Relational Database
5 7 (2.35%) PostgreSQL
6 6 (2.01%) Data Warehouse
6 6 (2.01%) Metadata
6 6 (2.01%) NoSQL
7 5 (1.68%) Power BI
8 4 (1.34%) Apache Hive
8 4 (1.34%) Kdb+
8 4 (1.34%) Neo4j
9 3 (1.01%) Apache Cassandra
9 3 (1.01%) Azure SQL Database
9 3 (1.01%) DB2
9 3 (1.01%) DynamoDB
9 3 (1.01%) MySQL
Development Applications
1 33 (11.07%) Git
2 15 (5.03%) Cucumber
3 9 (3.02%) JIRA
4 8 (2.68%) JUnit
5 6 (2.01%) Jenkins
5 6 (2.01%) Selenium
6 5 (1.68%) Bitbucket
7 4 (1.34%) GitLab
8 3 (1.01%) Bitbucket Server
8 3 (1.01%) Cypress.io
8 3 (1.01%) Mocha
8 3 (1.01%) Postman
8 3 (1.01%) Rational Statemate
8 3 (1.01%) Visual Studio Code
9 2 (0.67%) Eclipse
9 2 (0.67%) Gradle
9 2 (0.67%) NetBeans
10 1 (0.34%) Ant
10 1 (0.34%) IntelliJ
10 1 (0.34%) Maven
General
1 117 (39.26%) Social Skills
2 83 (27.85%) Analytical Skills
3 73 (24.50%) Finance
4 43 (14.43%) Banking
5 32 (10.74%) Investment Banking
6 26 (8.72%) Front Office
7 13 (4.36%) Financial Institution
8 10 (3.36%) Inclusion and Diversity
8 10 (3.36%) Public Sector
9 9 (3.02%) Manufacturing
9 9 (3.02%) Marketing
9 9 (3.02%) Organisational Skills
9 9 (3.02%) Telecoms
10 8 (2.68%) Pharmaceutical
11 7 (2.35%) Presentation Skills
11 7 (2.35%) Retail
12 6 (2.01%) Automotive
12 6 (2.01%) Electronics
13 4 (1.34%) Games
13 4 (1.34%) Legal
Job Titles
1 113 (37.92%) Developer
2 54 (18.12%) Senior
3 39 (13.09%) Data Scientist
4 30 (10.07%) Java Developer
5 25 (8.39%) Senior Developer
6 24 (8.05%) Software Engineer
7 22 (7.38%) Lead
8 16 (5.37%) Scala Developer
9 15 (5.03%) Data Science Developer
10 14 (4.70%) Architect
11 11 (3.69%) Python Developer
11 11 (3.69%) Python Engineer
12 10 (3.36%) Artificial Intelligence Developer
12 10 (3.36%) Data Engineer
12 10 (3.36%) Quantitative Developer
13 9 (3.02%) Artificial Intelligence Engineer
13 9 (3.02%) Linux Developer
14 8 (2.68%) Linux Scripter
14 8 (2.68%) Research Scientist
15 7 (2.35%) Principal Engineer
Libraries, Frameworks & Software Standards
1 41 (13.76%) TensorFlow
2 34 (11.41%) PyTorch
3 32 (10.74%) scikit-learn
4 30 (10.07%) Pandas
5 23 (7.72%) NumPy
6 18 (6.04%) Matplotlib
7 16 (5.37%) React
7 16 (5.37%) Seaborn
8 14 (4.70%) CSS
9 13 (4.36%) .NET
10 11 (3.69%) AngularJS
10 11 (3.69%) HTML
10 11 (3.69%) Kafka
11 10 (3.36%) REST
12 9 (3.02%) .NET Core
12 9 (3.02%) PySpark
12 9 (3.02%) Spring
13 8 (2.68%) Node.js
13 8 (2.68%) RESTful
14 6 (2.01%) jQuery
Miscellaneous
1 50 (16.78%) Data Structures
2 16 (5.37%) Distributed Systems
3 15 (5.03%) Foreign Exchange (FX)
4 10 (3.36%) Hedge funds
5 9 (3.02%) IoT
5 9 (3.02%) PKI
6 8 (2.68%) Cloud Native
6 8 (2.68%) Legacy Systems
6 8 (2.68%) Linux Command Line
7 7 (2.35%) Embedded Systems
7 7 (2.35%) Greenfield Project
7 7 (2.35%) TWAP
7 7 (2.35%) VWAP
8 6 (2.01%) Data Protection Act
8 6 (2.01%) Device Driver
8 6 (2.01%) Equities
8 6 (2.01%) Fixed Income
8 6 (2.01%) FPGA
8 6 (2.01%) Management Information System
8 6 (2.01%) Verilog
Operating Systems
1 51 (17.11%) Linux
2 18 (6.04%) Unix
3 9 (3.02%) Windows
4 5 (1.68%) Android
5 3 (1.01%) Embedded Linux
6 2 (0.67%) Apple iOS
6 2 (0.67%) OpenWrt
7 1 (0.34%) Mac OS
7 1 (0.34%) VMS
Processes & Methodologies
1 129 (43.29%) Machine Learning
2 111 (37.25%) Artificial Intelligence
3 97 (32.55%) Problem-Solving
4 89 (29.87%) Agile
5 88 (29.53%) Data Science
6 76 (25.50%) Software Engineering
7 65 (21.81%) Analytics
8 58 (19.46%) Computer Science
9 57 (19.13%) CI/CD
10 55 (18.46%) Data Analysis
11 54 (18.12%) Decision-Making
11 54 (18.12%) Visualisation
12 53 (17.79%) LLM
13 44 (14.77%) Generative AI
14 42 (14.09%) Mathematics
15 39 (13.09%) Design Patterns
16 37 (12.42%) OO
17 35 (11.74%) Multithreading
17 35 (11.74%) Statistical Modelling
18 33 (11.07%) SDLC
Programming Languages
1 156 (52.35%) Python
2 78 (26.17%) SQL
3 72 (24.16%) Java
4 45 (15.10%) C++
5 32 (10.74%) R
6 31 (10.40%) Scala
7 28 (9.40%) JavaScript
8 19 (6.38%) C
9 17 (5.70%) MATLAB
10 15 (5.03%) C#
11 11 (3.69%) Go
12 9 (3.02%) TypeScript
13 8 (2.68%) Rust
14 6 (2.01%) Embedded C
14 6 (2.01%) Kotlin
15 5 (1.68%) PL/SQL
15 5 (1.68%) Shell Script
15 5 (1.68%) T-SQL
16 4 (1.34%) Bash
16 4 (1.34%) PowerShell
Qualifications
1 72 (24.16%) Degree
2 35 (11.74%) Master's Degree
3 34 (11.41%) Security Cleared
4 24 (8.05%) Computer Science Degree
5 20 (6.71%) PhD
5 20 (6.71%) SC Cleared
6 5 (1.68%) CISM
6 5 (1.68%) CISSP
6 5 (1.68%) DV Cleared
7 4 (1.34%) BPSS Clearance
7 4 (1.34%) Postgraduate
8 3 (1.01%) AWS Certification
8 3 (1.01%) HNC
8 3 (1.01%) HND
9 1 (0.34%) (ISC)2 CCSP
9 1 (0.34%) Cisco Certification
9 1 (0.34%) GIAC
Quality Assurance & Compliance
1 26 (8.72%) Data Quality
2 17 (5.70%) QA
3 13 (4.36%) GDPR
4 8 (2.68%) ISO/IEC 27001
4 8 (2.68%) NIST
5 7 (2.35%) Actionable Recommendations
6 6 (2.01%) Accessibility
7 3 (1.01%) AUTOSAR
7 3 (1.01%) California Consumer Privacy Act
7 3 (1.01%) DO-254
8 2 (0.67%) FIPS 140-2
8 2 (0.67%) MISRA
8 2 (0.67%) MISRA C
8 2 (0.67%) NIST 800
8 2 (0.67%) SOC 2
8 2 (0.67%) Software Quality Assurance
9 1 (0.34%) Disclosure Scotland
9 1 (0.34%) EU AI Act
9 1 (0.34%) MiFID
9 1 (0.34%) NCSC
System Software
1 19 (6.38%) Docker
2 12 (4.03%) Firmware
3 2 (0.67%) Active Directory
4 1 (0.34%) Virtual Machines
Systems Management
1 25 (8.39%) Kubernetes
2 17 (5.70%) Ansible
3 4 (1.34%) Grafana
3 4 (1.34%) Terraform
4 3 (1.01%) Prometheus
5 2 (0.67%) Single Sign-On
6 1 (0.34%) Kibana
6 1 (0.34%) logstash
Vendors
1 25 (8.39%) Microsoft
2 13 (4.36%) Databricks
3 11 (3.69%) Google
4 10 (3.36%) Oracle
5 7 (2.35%) Intel
6 6 (2.01%) ServiceNow
7 5 (1.68%) OpenAI
7 5 (1.68%) Splunk
8 4 (1.34%) Dynatrace
8 4 (1.34%) SAP
8 4 (1.34%) Screaming Frog
9 3 (1.01%) Actel
9 3 (1.01%) Algorithmics
9 3 (1.01%) Altera
9 3 (1.01%) Foundry
9 3 (1.01%) Microsemi
9 3 (1.01%) MuleSoft
9 3 (1.01%) Sybase
9 3 (1.01%) Xilinx
10 2 (0.67%) Ahrefs