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 24 April 2026, comparing them to the same period in the previous two years.

6 months to
24 Apr 2026
Same period 2025 Same period 2024
Rank 314 253 266
Rank change year-on-year -61 +13 +18
Contract jobs citing Algorithms 351 302 376
As % of all contract jobs in the UK 0.76% 1.02% 0.86%
As % of the Miscellaneous category 2.33% 3.02% 2.82%
Number of daily rates quoted 186 176 231
10th Percentile £198 £410 £400
25th Percentile £410 £463 £475
Median daily rate (50th Percentile) £550 £600 £588
Median % change year-on-year -8.33% +2.13% -6.00%
75th Percentile £725 £679 £725
90th Percentile £891 £838 £875
UK excluding London median daily rate £447 £550 £508
% change year-on-year -18.73% +8.37% -10.10%
Number of hourly rates quoted 49 20 58
10th Percentile £52.87 £22.72 £34.54
25th Percentile £61.25 £33.09 £47.63
Median hourly rate £65.00 £48.75 £55.00
Median % change year-on-year +33.33% -11.36% +134.04%
75th Percentile - £74.06 £58.75
90th Percentile £71.80 £79.63 £65.00
UK excluding London median hourly rate £65.00 £45.00 £55.00
% change year-on-year +44.44% -18.18% +150.00%

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 15,036 10,013 13,322
As % of all contract IT jobs advertised in the UK 32.36% 33.90% 30.52%
Number of daily rates quoted 9,385 6,397 8,539
10th Percentile £304 £300 £263
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £500 £525 £538
Median % change year-on-year -4.76% -2.33% -2.27%
75th Percentile £625 £650 £650
90th Percentile £738 £775 £788
UK excluding London median daily rate £475 £497 £500
% change year-on-year -4.43% -0.60% -
Number of hourly rates quoted 713 393 908
10th Percentile £16.03 £16.95 £12.25
25th Percentile £21.00 £21.25 £15.17
Median hourly rate £45.46 £32.05 £28.13
Median % change year-on-year +41.84% +13.96% +25.00%
75th Percentile £70.00 £63.75 £58.75
90th Percentile £86.00 £82.45 £70.00
UK excluding London median hourly rate £47.54 £31.42 £26.33
% change year-on-year +51.30% +19.33% +19.68%

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 24 April 2026.

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 24 April 2026.

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 24 April 2026. 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 -54 296 £550 -12.00% 283
London -48 157 £625 -3.85% 100
UK excluding London -68 150 £447 -18.73% 223
Work from Home -14 101 £653 +24.38% 263
South West 0 46 £500 -25.09% 42
South East -42 37 £550 +10.00% 88
East of England -38 23 £345 -46.92% 47
North of England -73 19 £500 -9.09% 27
Yorkshire -39 13 £600 - 8
Scotland -1 12 £622 +46.35% 5
West Midlands -52 6 £463 - 10
Midlands -54 6 £463 +560.71% 20
North West -54 6 £210 -61.82% 10
Wales -18 5 £475 -17.39% 2
Northern Ireland -1 2 - - 3

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 18 (5.13%) Apache Airflow
2 17 (4.84%) Apache Spark
3 8 (2.28%) Apache
4 6 (1.71%) Jupyter
5 1 (0.28%) Confluence
5 1 (0.28%) Ethereum
5 1 (0.28%) Palantir Foundry
5 1 (0.28%) Solana
Applications
1 13 (3.70%) Microsoft Excel
2 5 (1.42%) CPLEX
2 5 (1.42%) Microsoft Office
3 4 (1.14%) Chatbot
3 4 (1.14%) Microsoft PowerPoint
3 4 (1.14%) Simulink
4 3 (0.85%) LaTeX
Business Applications
1 9 (2.56%) SAP IBP
2 5 (1.42%) ProductWriter
3 4 (1.14%) Bloomberg AIM
3 4 (1.14%) Fidessa
4 1 (0.28%) SAP APO
Cloud Services
1 68 (19.37%) AWS
2 52 (14.81%) Azure
3 29 (8.26%) GCP
4 18 (5.13%) Power Platform
5 15 (4.27%) Amazon ECS
5 15 (4.27%) Cloud Computing
6 13 (3.70%) Amazon SageMaker
7 12 (3.42%) AWS Lambda
7 12 (3.42%) Dagster
7 12 (3.42%) Serverless
8 10 (2.85%) Amazon EKS
8 10 (2.85%) GitHub
9 8 (2.28%) Amazon CloudWatch
9 8 (2.28%) Amazon S3
9 8 (2.28%) Snowflake
10 7 (1.99%) GitHub Actions
10 7 (1.99%) Vertex AI
11 5 (1.42%) Azure Machine Learning
12 4 (1.14%) AWS CloudFormation
12 4 (1.14%) Virtual Private Cloud
Communications & Networking
1 10 (2.85%) HTTP
2 5 (1.42%) BIG-IP
2 5 (1.42%) F5 BIG-IP LTM
2 5 (1.42%) Firewall
2 5 (1.42%) Network Security
2 5 (1.42%) SSL
3 4 (1.14%) Ethernet
3 4 (1.14%) S/MIME
3 4 (1.14%) VPN
4 3 (0.85%) DNS
4 3 (0.85%) HTTPS
4 3 (0.85%) Multicast
4 3 (0.85%) TCP/IP
5 2 (0.57%) Ethernet VPN
5 2 (0.57%) Internet
5 2 (0.57%) IPsec
5 2 (0.57%) Reverse Proxy
5 2 (0.57%) SD-WAN
5 2 (0.57%) VXLAN
5 2 (0.57%) WAN
Database & Business Intelligence
1 16 (4.56%) Big Data
1 16 (4.56%) Power BI
2 13 (3.70%) NoSQL
2 13 (3.70%) Tableau
3 12 (3.42%) Hadoop
4 11 (3.13%) PostgreSQL
5 9 (2.56%) Relational Database
6 8 (2.28%) KDB
7 6 (1.71%) SQL Server
8 5 (1.42%) Data Lake
8 5 (1.42%) MongoDB
9 4 (1.14%) Amazon Athena
9 4 (1.14%) Data Warehouse
9 4 (1.14%) Kdb+
9 4 (1.14%) Pinecone
9 4 (1.14%) Weaviate
10 3 (0.85%) Delta Lake
10 3 (0.85%) RDBMS
11 2 (0.57%) Neo4j
11 2 (0.57%) Power Query
Development Applications
1 32 (9.12%) Git
2 12 (3.42%) GitLab
2 12 (3.42%) MLflow
3 3 (0.85%) Jenkins
3 3 (0.85%) Visual Studio
4 2 (0.57%) Gradle
4 2 (0.57%) JUnit
4 2 (0.57%) Maven
4 2 (0.57%) PyCharm
4 2 (0.57%) TeamCity
5 1 (0.28%) Cypress.io
5 1 (0.28%) Hardhat
5 1 (0.28%) JIRA
5 1 (0.28%) Octopus Deploy
5 1 (0.28%) Oracle Forms
5 1 (0.28%) Postman
5 1 (0.28%) REST Assured
5 1 (0.28%) Selenium
5 1 (0.28%) SoapUI
5 1 (0.28%) webpack
General
1 76 (21.65%) Social Skills
2 59 (16.81%) Analytical Skills
3 48 (13.68%) Finance
4 30 (8.55%) Banking
5 28 (7.98%) Front Office
6 16 (4.56%) Public Sector
7 12 (3.42%) Investment Banking
8 9 (2.56%) Aerospace
9 6 (1.71%) Aviation
9 6 (1.71%) Electronics
9 6 (1.71%) Retail
9 6 (1.71%) Telecoms
10 5 (1.42%) Inclusion and Diversity
10 5 (1.42%) Law
11 4 (1.14%) Documentation Skills
11 4 (1.14%) Games
11 4 (1.14%) Police
11 4 (1.14%) Presentation Skills
12 3 (0.85%) Legal
12 3 (0.85%) Marketing
Job Titles
1 93 (26.50%) Developer
2 59 (16.81%) Software Engineer
3 50 (14.25%) Senior
4 40 (11.40%) Data Scientist
5 30 (8.55%) Algorithm Engineer
5 30 (8.55%) Python Developer
6 22 (6.27%) Artificial Intelligence Engineer
7 20 (5.70%) Java Developer
8 19 (5.41%) C++ Developer
9 18 (5.13%) Lead
10 17 (4.84%) Architect
11 16 (4.56%) Quantitative Developer
12 14 (3.99%) Senior Developer
13 11 (3.13%) C++ Software Engineer
13 11 (3.13%) Consultant
14 9 (2.56%) C++ Quantitative Developer
14 9 (2.56%) Gen AI Engineer
14 9 (2.56%) Linux Developer
14 9 (2.56%) Low Latency C++ Developer
14 9 (2.56%) Robotics Engineer
Libraries, Frameworks & Software Standards
1 41 (11.68%) PyTorch
2 38 (10.83%) TensorFlow
3 32 (9.12%) scikit-learn
4 31 (8.83%) Pandas
5 27 (7.69%) NumPy
6 22 (6.27%) FIX Protocol
7 14 (3.99%) Kafka
8 12 (3.42%) React
8 12 (3.42%) REST
9 11 (3.13%) Seaborn
10 10 (2.85%) Hugging Face
10 10 (2.85%) PySpark
10 10 (2.85%) Spring
10 10 (2.85%) Spring Boot
11 9 (2.56%) FastAPI
11 9 (2.56%) Matplotlib
12 8 (2.28%) LangChain
13 7 (1.99%) .NET
14 6 (1.71%) Middleware
14 6 (1.71%) RESTful
Miscellaneous
1 62 (17.66%) Data Structures
2 29 (8.26%) Distributed Systems
3 27 (7.69%) Equities
4 20 (5.70%) Foreign Exchange (FX)
5 18 (5.13%) Robotics
6 17 (4.84%) Derivative
7 11 (3.13%) Cloud Native
8 10 (2.85%) PKI
8 10 (2.85%) Product Ownership
9 8 (2.28%) Data Protection Act
9 8 (2.28%) Equity Derivative
10 7 (1.99%) AI Agents
10 7 (1.99%) Fixed Income
11 6 (1.71%) Legacy Systems
12 5 (1.42%) FPGA
13 4 (1.14%) Distributed Denial-of-Service
13 4 (1.14%) Hybrid Cloud
13 4 (1.14%) IoT
13 4 (1.14%) PCIe
13 4 (1.14%) Verilog
Operating Systems
1 14 (3.99%) Linux
2 7 (1.99%) Unix
3 1 (0.28%) Android
3 1 (0.28%) Embedded Linux
3 1 (0.28%) Robot Operating System
3 1 (0.28%) Solaris
3 1 (0.28%) VMS
3 1 (0.28%) Windows
Processes & Methodologies
1 143 (40.74%) Machine Learning
2 98 (27.92%) AI
3 86 (24.50%) Software Engineering
4 83 (23.65%) Computer Science
5 79 (22.51%) CI/CD
6 72 (20.51%) Data Science
7 63 (17.95%) Problem-Solving
8 61 (17.38%) Analytics
9 48 (13.68%) Mathematics
10 43 (12.25%) Agile
11 41 (11.68%) Containerisation
11 41 (11.68%) Data Pipeline
11 41 (11.68%) LLM
12 39 (11.11%) Statistics
13 37 (10.54%) Data Engineering
13 37 (10.54%) Low Latency
14 36 (10.26%) Data Analysis
15 35 (9.97%) Multithreading
16 33 (9.40%) Visualisation
17 32 (9.12%) Generative AI
Programming Languages
1 167 (47.58%) Python
2 60 (17.09%) Java
3 58 (16.52%) SQL
4 40 (11.40%) C++
5 34 (9.69%) C#
6 31 (8.83%) MATLAB
7 21 (5.98%) Ada
8 17 (4.84%) TypeScript
9 15 (4.27%) R
10 11 (3.13%) Kotlin
10 11 (3.13%) PowerShell
11 9 (2.56%) C
12 7 (1.99%) Bash
12 7 (1.99%) JavaScript
13 6 (1.71%) Go
13 6 (1.71%) Rust
14 4 (1.14%) SystemVerilog
14 4 (1.14%) Tcl
15 2 (0.57%) Data Analysis Expressions
16 1 (0.28%) Solidity
Qualifications
1 71 (20.23%) Degree
2 43 (12.25%) Security Cleared
3 22 (6.27%) SC Cleared
4 20 (5.70%) Computer Science Degree
4 20 (5.70%) Master's Degree
5 14 (3.99%) BPSS Clearance
6 12 (3.42%) PhD
7 10 (2.85%) Numerate Degree
8 6 (1.71%) DBS Check
8 6 (1.71%) DV Cleared
9 5 (1.42%) CISSP
10 4 (1.14%) CISM
10 4 (1.14%) GIAC
10 4 (1.14%) HNC
10 4 (1.14%) HND
11 3 (0.85%) Cisco Certification
12 2 (0.57%) CCDP
12 2 (0.57%) CCIE
12 2 (0.57%) CESG Certified Professional
12 2 (0.57%) CHECK Team Leader
Quality Assurance & Compliance
1 12 (3.42%) QA
2 9 (2.56%) Accessibility
2 9 (2.56%) Data Quality
3 5 (1.42%) ISO/IEC 27001
3 5 (1.42%) NIST
4 4 (1.14%) Actionable Recommendations
4 4 (1.14%) DO-254
5 3 (0.85%) PCI DSS
5 3 (0.85%) SLA
6 2 (0.57%) Disclosure Scotland
6 2 (0.57%) JSP 440
6 2 (0.57%) NCSC
6 2 (0.57%) RMADS
7 1 (0.28%) GDPR
System Software
1 39 (11.11%) Docker
2 8 (2.28%) Firmware
3 1 (0.28%) Active Directory
3 1 (0.28%) Oracle RAC
3 1 (0.28%) Squid
Systems Management
1 20 (5.70%) Kubernetes
2 11 (3.13%) Terraform
3 9 (2.56%) Grafana
4 3 (0.85%) Ansible
4 3 (0.85%) Kubeflow
4 3 (0.85%) Single Sign-On
5 2 (0.57%) Prometheus
6 1 (0.28%) Data Guard
6 1 (0.28%) HP Fortify
6 1 (0.28%) Istio
6 1 (0.28%) Kibana
6 1 (0.28%) logstash
6 1 (0.28%) Oracle ZFS
Vendors
1 23 (6.55%) Databricks
2 17 (4.84%) Microsoft
3 14 (3.99%) IBM
4 10 (2.85%) Google
4 10 (2.85%) MathWorks
5 9 (2.56%) SAP
6 7 (1.99%) Solace
7 6 (1.71%) Thales
8 5 (1.42%) F5
8 5 (1.42%) Oracle
9 4 (1.14%) Actel
9 4 (1.14%) Altera
9 4 (1.14%) AppDynamics
9 4 (1.14%) Bloomberg
9 4 (1.14%) Charles River
9 4 (1.14%) Intel
9 4 (1.14%) ION Trading
9 4 (1.14%) OpenAI
9 4 (1.14%) Splunk
9 4 (1.14%) Xilinx