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 30 April 2025, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 257 280 279
Rank change year-on-year +23 -1 +66
Contract jobs citing Algorithms 303 369 568
As % of all contract jobs advertised in the UK 1.04% 0.85% 0.95%
As % of the Miscellaneous category 3.06% 2.78% 2.85%
Number of daily rates quoted 176 228 359
10th Percentile £410 £400 £408
25th Percentile £463 £475 £500
Median daily rate (50th Percentile) £588 £575 £625
Median % change year-on-year +2.17% -8.00% -5.30%
75th Percentile £690 £725 £788
90th Percentile £850 £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 21 57 26
10th Percentile £22.72 £34.21 £19.00
25th Percentile £34.13 £48.00 £20.60
Median hourly rate £52.50 £55.00 £23.50
Median % change year-on-year -4.55% +134.04% -47.78%
75th Percentile £75.00 £58.75 £61.66
90th Percentile £78.70 £65.00 £75.00
UK excluding London median hourly rate £50.00 £55.00 £22.00
% change year-on-year -9.09% +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 9,915 13,252 19,898
As % of all contract IT jobs advertised in the UK 33.91% 30.40% 33.34%
Number of daily rates quoted 6,331 8,505 13,670
10th Percentile £300 £263 £308
25th Percentile £413 £413 £450
Median daily rate (50th Percentile) £525 £538 £550
Median % change year-on-year -2.42% -2.18% -
75th Percentile £650 £660 £680
90th Percentile £775 £788 £800
UK excluding London median daily rate £496 £500 £500
% change year-on-year -0.90% - +5.26%
Number of hourly rates quoted 394 910 640
10th Percentile £16.46 £12.25 £9.80
25th Percentile £21.00 £15.17 £10.63
Median hourly rate £32.05 £30.00 £22.49
Median % change year-on-year +6.83% +33.42% -18.24%
75th Percentile £63.75 £60.66 £65.00
90th Percentile £82.99 £70.00 £75.00
UK excluding London median hourly rate £30.93 £27.75 £22.00
% change year-on-year +11.46% +26.14% +9.64%

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 30 April 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 30 April 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 30 April 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 -6 236 £625 +6.38% 1,048
London -23 138 £650 - 624
UK excluding London +75 130 £550 +10.00% 500
Work from Home 0 87 £525 -19.54% 535
East of England +43 28 £650 +67.74% 91
South East +51 24 £500 -16.67% 128
North of England +26 24 £550 +15.79% 87
Scotland +21 22 £425 +3.03% 66
North West +18 22 £550 +4.76% 43
South West +40 14 £668 +48.33% 67
Wales - 11 £575 - 10
Northern Ireland - 5 £500 - 7
Midlands +8 3 £70 -87.27% 55
East Midlands +11 2 £70 - 13
Yorkshire +5 1 - - 19
West Midlands -1 1 - - 42
North East - 1 £625 - 25

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 36 (11.88%) Apache Spark
2 5 (1.65%) Apache
3 3 (0.99%) BizTalk Server
4 2 (0.66%) Confluence
4 2 (0.66%) Jupyter
4 2 (0.66%) WordPress
5 1 (0.33%) Apache Airflow
5 1 (0.33%) Mattermost
5 1 (0.33%) Oracle SOA Suite
5 1 (0.33%) SAS
Applications
1 11 (3.63%) Simulink
2 3 (0.99%) Chatbot
3 1 (0.33%) Microsoft Excel
3 1 (0.33%) Microsoft PowerPoint
3 1 (0.33%) Siemens NX
3 1 (0.33%) SOLIDWORKS
3 1 (0.33%) Stateflow
Business Applications
1 1 (0.33%) Oracle TCA
1 1 (0.33%) SAP S/4HANA
Cloud Services
1 68 (22.44%) AWS
2 59 (19.47%) Azure
3 23 (7.59%) GCP
4 12 (3.96%) GitHub
5 10 (3.30%) Serverless
6 8 (2.64%) AWS Lambda
7 7 (2.31%) Azure DevOps
7 7 (2.31%) GitHub Actions
8 6 (1.98%) Azure AI
9 5 (1.65%) Amazon SageMaker
9 5 (1.65%) Anthropic Claude
9 5 (1.65%) Azure Logic Apps
9 5 (1.65%) Azure Machine Learning
10 4 (1.32%) Amazon S3
10 4 (1.32%) Azure Functions
10 4 (1.32%) Google Analytics
10 4 (1.32%) Google Gemini
10 4 (1.32%) Snowflake
11 3 (0.99%) AWS KMS
11 3 (0.99%) Azure Cosmos DB
Communications & Networking
1 11 (3.63%) SSL
2 8 (2.64%) S/MIME
3 6 (1.98%) Ethernet
3 6 (1.98%) TCP/IP
4 4 (1.32%) Multicast
4 4 (1.32%) Network Security
4 4 (1.32%) VPN
5 3 (0.99%) 802.11
5 3 (0.99%) Broadband
5 3 (0.99%) DHCP
5 3 (0.99%) DOCSIS
5 3 (0.99%) DSL
5 3 (0.99%) GPON
5 3 (0.99%) HTTP
5 3 (0.99%) Intrusion Detection
5 3 (0.99%) IPv4
5 3 (0.99%) IPv6
5 3 (0.99%) PPP
5 3 (0.99%) VoIP
5 3 (0.99%) Wi-Fi
Database & Business Intelligence
1 31 (10.23%) Hadoop
2 29 (9.57%) Big Data
3 27 (8.91%) Tableau
4 10 (3.30%) Data Mining
4 10 (3.30%) MongoDB
5 8 (2.64%) KDB
5 8 (2.64%) NoSQL
5 8 (2.64%) Relational Database
6 7 (2.31%) PostgreSQL
7 6 (1.98%) Data Warehouse
7 6 (1.98%) Metadata
8 4 (1.32%) Apache Hive
8 4 (1.32%) Kdb+
8 4 (1.32%) Neo4j
9 3 (0.99%) Apache Cassandra
9 3 (0.99%) Azure SQL Database
9 3 (0.99%) DB2
9 3 (0.99%) DynamoDB
9 3 (0.99%) MySQL
9 3 (0.99%) Power BI
Development Applications
1 31 (10.23%) Git
2 15 (4.95%) Cucumber
3 8 (2.64%) JIRA
3 8 (2.64%) JUnit
4 6 (1.98%) Jenkins
4 6 (1.98%) Selenium
5 4 (1.32%) Bitbucket
5 4 (1.32%) GitLab
6 3 (0.99%) Bitbucket Server
6 3 (0.99%) Cypress.io
6 3 (0.99%) Mocha
6 3 (0.99%) Postman
6 3 (0.99%) Visual Studio Code
7 2 (0.66%) Eclipse
7 2 (0.66%) Gradle
7 2 (0.66%) NetBeans
7 2 (0.66%) Rational Statemate
8 1 (0.33%) Ant
8 1 (0.33%) IntelliJ
8 1 (0.33%) Maven
General
1 121 (39.93%) Social Skills
2 81 (26.73%) Analytical Skills
3 73 (24.09%) Finance
4 43 (14.19%) Banking
5 33 (10.89%) Investment Banking
6 25 (8.25%) Front Office
7 13 (4.29%) Financial Institution
8 10 (3.30%) Inclusion and Diversity
9 9 (2.97%) Manufacturing
9 9 (2.97%) Marketing
9 9 (2.97%) Pharmaceutical
9 9 (2.97%) Public Sector
9 9 (2.97%) Telecoms
10 8 (2.64%) Organisational Skills
11 7 (2.31%) Retail
12 6 (1.98%) Automotive
12 6 (1.98%) Electronics
12 6 (1.98%) Presentation Skills
13 4 (1.32%) Games
13 4 (1.32%) Legal
Job Titles
1 116 (38.28%) Developer
2 54 (17.82%) Senior
3 39 (12.87%) Data Scientist
4 30 (9.90%) Java Developer
5 25 (8.25%) Lead
5 25 (8.25%) Senior Developer
6 24 (7.92%) Software Engineer
7 16 (5.28%) Scala Developer
8 15 (4.95%) Data Science Developer
9 14 (4.62%) Architect
10 12 (3.96%) Python Developer
11 11 (3.63%) Artificial Intelligence Developer
12 10 (3.30%) Python Engineer
12 10 (3.30%) Quantitative Developer
13 9 (2.97%) Artificial Intelligence Engineer
13 9 (2.97%) Data Engineer
13 9 (2.97%) Linux Developer
14 8 (2.64%) Linux Scripter
14 8 (2.64%) Research Scientist
15 7 (2.31%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 42 (13.86%) TensorFlow
2 36 (11.88%) PyTorch
3 33 (10.89%) scikit-learn
4 31 (10.23%) Pandas
5 23 (7.59%) NumPy
6 18 (5.94%) Matplotlib
7 16 (5.28%) React
7 16 (5.28%) Seaborn
8 13 (4.29%) .NET
8 13 (4.29%) CSS
9 11 (3.63%) AngularJS
9 11 (3.63%) Kafka
10 10 (3.30%) HTML
11 9 (2.97%) .NET Core
11 9 (2.97%) PySpark
11 9 (2.97%) REST
11 9 (2.97%) Spring
12 8 (2.64%) Node.js
12 8 (2.64%) RESTful
13 6 (1.98%) Play Framework
Miscellaneous
1 49 (16.17%) Data Structures
2 16 (5.28%) Distributed Systems
3 15 (4.95%) Foreign Exchange (FX)
4 13 (4.29%) PKI
5 10 (3.30%) Hedge funds
6 9 (2.97%) IoT
7 8 (2.64%) Cloud Native
7 8 (2.64%) Legacy Systems
7 8 (2.64%) Linux Command Line
8 7 (2.31%) Embedded Systems
8 7 (2.31%) Equities
8 7 (2.31%) Greenfield Project
8 7 (2.31%) TWAP
8 7 (2.31%) VWAP
9 6 (1.98%) Data Protection Act
9 6 (1.98%) Device Driver
9 6 (1.98%) Fixed Income
9 6 (1.98%) FPGA
9 6 (1.98%) Management Information System
9 6 (1.98%) Verilog
Operating Systems
1 51 (16.83%) Linux
2 18 (5.94%) Unix
3 9 (2.97%) Windows
4 5 (1.65%) Android
5 3 (0.99%) Embedded Linux
6 2 (0.66%) Apple iOS
6 2 (0.66%) OpenWrt
7 1 (0.33%) Mac OS
7 1 (0.33%) VMS
Processes & Methodologies
1 130 (42.90%) Machine Learning
2 114 (37.62%) Artificial Intelligence
3 100 (33.00%) Problem-Solving
4 90 (29.70%) Data Science
5 88 (29.04%) Agile
6 75 (24.75%) Software Engineering
7 64 (21.12%) Analytics
8 61 (20.13%) Computer Science
9 57 (18.81%) CI/CD
10 56 (18.48%) Data Analysis
10 56 (18.48%) LLM
11 54 (17.82%) Decision-Making
12 52 (17.16%) Visualisation
13 47 (15.51%) Generative AI
14 43 (14.19%) Mathematics
15 40 (13.20%) Design Patterns
16 37 (12.21%) OO
17 36 (11.88%) Multithreading
18 34 (11.22%) Statistical Modelling
19 33 (10.89%) SDLC
Programming Languages
1 162 (53.47%) Python
2 77 (25.41%) SQL
3 72 (23.76%) Java
4 46 (15.18%) C++
5 31 (10.23%) R
5 31 (10.23%) Scala
6 27 (8.91%) JavaScript
7 19 (6.27%) C
8 16 (5.28%) MATLAB
9 15 (4.95%) C#
10 11 (3.63%) Go
11 9 (2.97%) TypeScript
12 8 (2.64%) PowerShell
12 8 (2.64%) Rust
13 6 (1.98%) Embedded C
13 6 (1.98%) Kotlin
14 5 (1.65%) PL/SQL
14 5 (1.65%) Shell Script
14 5 (1.65%) T-SQL
15 4 (1.32%) Bash
Qualifications
1 75 (24.75%) Degree
2 35 (11.55%) Master's Degree
3 31 (10.23%) Security Cleared
4 27 (8.91%) Computer Science Degree
5 20 (6.60%) PhD
6 18 (5.94%) SC Cleared
7 5 (1.65%) CISM
7 5 (1.65%) CISSP
7 5 (1.65%) DV Cleared
8 4 (1.32%) AWS Certification
8 4 (1.32%) Postgraduate
9 3 (0.99%) BPSS Clearance
9 3 (0.99%) HNC
9 3 (0.99%) HND
10 1 (0.33%) (ISC)2 CCSP
10 1 (0.33%) Cisco Certification
10 1 (0.33%) GIAC
Quality Assurance & Compliance
1 28 (9.24%) Data Quality
2 17 (5.61%) QA
3 13 (4.29%) GDPR
4 8 (2.64%) ISO/IEC 27001
4 8 (2.64%) NIST
5 7 (2.31%) Actionable Recommendations
6 6 (1.98%) Accessibility
7 3 (0.99%) AUTOSAR
7 3 (0.99%) California Consumer Privacy Act
7 3 (0.99%) DO-254
8 2 (0.66%) FIPS 140-2
8 2 (0.66%) MISRA
8 2 (0.66%) MISRA C
8 2 (0.66%) NIST 800
8 2 (0.66%) SOC 2
8 2 (0.66%) Software Quality Assurance
9 1 (0.33%) Disclosure Scotland
9 1 (0.33%) EU AI Act
9 1 (0.33%) IEC 61508
9 1 (0.33%) NCSC
System Software
1 19 (6.27%) Docker
2 12 (3.96%) Firmware
3 2 (0.66%) Active Directory
4 1 (0.33%) Virtual Machines
Systems Management
1 25 (8.25%) Kubernetes
2 17 (5.61%) Ansible
3 4 (1.32%) Grafana
3 4 (1.32%) Terraform
4 3 (0.99%) Prometheus
5 2 (0.66%) Single Sign-On
6 1 (0.33%) Kibana
6 1 (0.33%) logstash
Vendors
1 28 (9.24%) Microsoft
2 12 (3.96%) Databricks
3 11 (3.63%) Google
4 9 (2.97%) Oracle
5 7 (2.31%) Intel
6 5 (1.65%) OpenAI
6 5 (1.65%) ServiceNow
6 5 (1.65%) Splunk
7 4 (1.32%) Dynatrace
7 4 (1.32%) Screaming Frog
8 3 (0.99%) Actel
8 3 (0.99%) Algorithmics
8 3 (0.99%) Altera
8 3 (0.99%) Foundry
8 3 (0.99%) Microsemi
8 3 (0.99%) MuleSoft
8 3 (0.99%) SAP
8 3 (0.99%) Sybase
8 3 (0.99%) Xilinx
9 2 (0.66%) ION Trading