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 23 June 2026, comparing them to the same period in the previous two years.

6 months to
23 Jun 2026
Same period 2025 Same period 2024
Rank 339 269 276
Rank change year-on-year -70 +7 +3
Contract jobs citing Algorithms 334 297 355
As % of all contract jobs in the UK 0.66% 0.99% 0.81%
As % of the Miscellaneous category 2.01% 2.87% 2.72%
Number of daily rates quoted 173 180 218
10th Percentile £199 £402 £400
25th Percentile £408 £492 £463
Median daily rate (50th Percentile) £550 £600 £553
Median % change year-on-year -8.33% +8.45% -7.79%
75th Percentile £688 £725 £738
90th Percentile £825 £850 £850
UK excluding London median daily rate £470 £550 £488
% change year-on-year -14.55% +12.82% -6.25%
Number of hourly rates quoted 51 25 53
10th Percentile £53.53 £22.23 £32.90
25th Percentile £63.75 £30.00 £46.75
Median hourly rate £65.00 £61.50 £55.00
Median % change year-on-year +5.69% +11.82% +150.00%
75th Percentile £68.75 £75.00 £58.75
90th Percentile £88.75 £88.00 £65.00
UK excluding London median hourly rate £65.00 £72.50 £55.00
% change year-on-year -10.34% +31.82% +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 16,578 10,358 13,062
As % of all contract IT jobs advertised in the UK 32.65% 34.57% 29.94%
Number of daily rates quoted 10,168 6,475 8,281
10th Percentile £313 £300 £278
25th Percentile £413 £406 £413
Median daily rate (50th Percentile) £520 £525 £538
Median % change year-on-year -0.95% -2.42% -2.18%
75th Percentile £630 £650 £663
90th Percentile £750 £775 £800
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 855 461 944
10th Percentile £16.01 £15.84 £12.25
25th Percentile £21.00 £19.97 £15.35
Median hourly rate £42.50 £32.05 £35.65
Median % change year-on-year +32.61% -10.10% +58.55%
75th Percentile £70.00 £58.75 £61.63
90th Percentile £85.80 £81.01 £72.50
UK excluding London median hourly rate £43.96 £31.63 £35.25
% change year-on-year +39.00% -10.28% +60.23%

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 23 June 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 23 June 2026.

Hourly rate histogram for Algorithms in the UK

Algorithms
Top 16 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 23 June 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 -80 280 £550 -12.00% 282
London -62 149 £625 -0.79% 118
UK excluding London -83 146 £470 -14.55% 193
Work from Home -20 102 £625 +13.64% 93
South West +1 47 £500 -9.09% 38
South East -45 40 £513 -12.77% 57
North of England -74 18 £374 -37.62% 34
East of England -43 14 £185 -71.54% 38
Scotland -21 13 £622 +46.35% 2
Yorkshire -45 9 £215 -64.12% 8
North West -47 9 £395 -29.84% 15
Midlands -49 7 £463 +63.14% 23
West Midlands -52 6 £463 - 11
Wales -20 5 £475 -17.39% 3
Northern Ireland -2 2 - - 4
East Midlands -20 1 - - 12

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 16 (4.79%) Apache Airflow
2 14 (4.19%) Apache Spark
3 6 (1.80%) Jupyter
4 5 (1.50%) Apache
5 4 (1.20%) Confluence
6 1 (0.30%) Ethereum
6 1 (0.30%) IIS
6 1 (0.30%) Palantir Foundry
6 1 (0.30%) SAS
6 1 (0.30%) Solana
Applications
1 10 (2.99%) CPLEX
2 7 (2.10%) Microsoft Excel
3 5 (1.50%) Microsoft Office
4 4 (1.20%) Microsoft PowerPoint
5 3 (0.90%) LaTeX
6 2 (0.60%) Simulink
7 1 (0.30%) Chatbot
Business Applications
1 11 (3.29%) SAP IBP
2 7 (2.10%) ProductWriter
3 3 (0.90%) Bloomberg AIM
3 3 (0.90%) Fidessa
4 1 (0.30%) SAP APO
4 1 (0.30%) SAP ERP
Cloud Services
1 59 (17.66%) AWS
2 52 (15.57%) Azure
3 30 (8.98%) GCP
4 13 (3.89%) Dagster
5 11 (3.29%) Amazon ECS
6 10 (2.99%) AWS Lambda
6 10 (2.99%) GitHub
6 10 (2.99%) Power Platform
6 10 (2.99%) Serverless
7 9 (2.69%) GitHub Actions
8 8 (2.40%) Amazon CloudWatch
8 8 (2.40%) Amazon EKS
9 7 (2.10%) Amazon S3
9 7 (2.10%) Amazon SageMaker
9 7 (2.10%) Azure DevOps
10 6 (1.80%) Cloud Computing
10 6 (1.80%) Vertex AI
11 5 (1.50%) SaaS
11 5 (1.50%) Snowflake
12 4 (1.20%) Amazon SQS
Communications & Networking
1 16 (4.79%) HTTP
2 6 (1.80%) Multicast
3 5 (1.50%) Firewall
4 4 (1.20%) BIG-IP
4 4 (1.20%) DNS
4 4 (1.20%) F5 BIG-IP LTM
4 4 (1.20%) HTTPS
4 4 (1.20%) Network Security
4 4 (1.20%) SSL
5 3 (0.90%) TCP/IP
6 2 (0.60%) Ethernet
6 2 (0.60%) Reverse Proxy
7 1 (0.30%) BGP
7 1 (0.30%) DMZ
7 1 (0.30%) IPsec
7 1 (0.30%) MPLS
7 1 (0.30%) OSPF
7 1 (0.30%) S/MIME
7 1 (0.30%) SAN
7 1 (0.30%) VPN
Database & Business Intelligence
1 17 (5.09%) Big Data
2 16 (4.79%) PostgreSQL
3 14 (4.19%) MongoDB
3 14 (4.19%) NoSQL
4 12 (3.59%) Hadoop
5 11 (3.29%) SQL Server
6 10 (2.99%) Power BI
6 10 (2.99%) Relational Database
7 8 (2.40%) Tableau
8 7 (2.10%) KDB
9 4 (1.20%) Neo4j
10 3 (0.90%) RDBMS
10 3 (0.90%) Redis
11 2 (0.60%) Data Lake
11 2 (0.60%) Data Mining
11 2 (0.60%) Kdb+
11 2 (0.60%) MySQL
11 2 (0.60%) Spark SQL
11 2 (0.60%) TigerGraph
11 2 (0.60%) Weaviate
Development Applications
1 37 (11.08%) Git
2 14 (4.19%) GitLab
3 11 (3.29%) MLflow
4 7 (2.10%) Jenkins
5 4 (1.20%) Claude Code
6 3 (0.90%) Gradle
6 3 (0.90%) Maven
7 2 (0.60%) TeamCity
8 1 (0.30%) Ant
8 1 (0.30%) Bitbucket
8 1 (0.30%) Cypress.io
8 1 (0.30%) JUnit
8 1 (0.30%) Octopus Deploy
8 1 (0.30%) Oracle Forms
8 1 (0.30%) Postman
8 1 (0.30%) REST Assured
8 1 (0.30%) Selenium
8 1 (0.30%) SoapUI
8 1 (0.30%) Visual Studio Code
8 1 (0.30%) webpack
General
1 70 (20.96%) Social Skills
2 68 (20.36%) Analytical Skills
3 46 (13.77%) Finance
4 36 (10.78%) Banking
5 19 (5.69%) Front Office
6 18 (5.39%) Investment Banking
7 14 (4.19%) Public Sector
8 8 (2.40%) Aerospace
8 8 (2.40%) Inclusion and Diversity
8 8 (2.40%) Law
9 5 (1.50%) Aviation
9 5 (1.50%) Financial Institution
9 5 (1.50%) Telecoms
10 4 (1.20%) Electronics
10 4 (1.20%) Marketing
10 4 (1.20%) Presentation Skills
11 3 (0.90%) Documentation Skills
11 3 (0.90%) Police
11 3 (0.90%) Retail
12 2 (0.60%) Organisational Skills
Job Titles
1 84 (25.15%) Developer
2 61 (18.26%) Software Engineer
3 60 (17.96%) Senior
4 39 (11.68%) Data Scientist
5 36 (10.78%) Algorithm Engineer
6 24 (7.19%) Python Developer
7 19 (5.69%) Java Developer
8 17 (5.09%) Senior Developer
9 15 (4.49%) Architect
9 15 (4.49%) Consultant
10 13 (3.89%) C++ Software Engineer
11 11 (3.29%) Artificial Intelligence Engineer
11 11 (3.29%) C++ Developer
12 10 (2.99%) SAP Consultant
12 10 (2.99%) Senior Software Engineer
13 9 (2.69%) Lead
13 9 (2.69%) Quantitative Developer
14 8 (2.40%) Senior Java Developer
14 8 (2.40%) Solutions Architect
15 7 (2.10%) Applications Engineer
Libraries, Frameworks & Software Standards
1 36 (10.78%) Pandas
2 34 (10.18%) PyTorch
3 32 (9.58%) NumPy
4 28 (8.38%) TensorFlow
5 26 (7.78%) scikit-learn
6 24 (7.19%) Kafka
7 21 (6.29%) FIX Protocol
8 15 (4.49%) React
9 14 (4.19%) FastAPI
9 14 (4.19%) RESTful
10 13 (3.89%) Hugging Face
10 13 (3.89%) PySpark
11 12 (3.59%) REST
12 11 (3.29%) Spring
12 11 (3.29%) Spring Boot
13 10 (2.99%) RabbitMQ
14 9 (2.69%) Django
14 9 (2.69%) Flask
14 9 (2.69%) Swagger
14 9 (2.69%) WebSockets
Miscellaneous
1 72 (21.56%) Data Structures
2 42 (12.57%) Distributed Systems
3 17 (5.09%) Equities
3 17 (5.09%) Foreign Exchange (FX)
4 16 (4.79%) Cloud Native
5 15 (4.49%) Derivative
6 12 (3.59%) Product Ownership
7 10 (2.99%) AI Agents
8 8 (2.40%) Robotics
9 7 (2.10%) IoT
9 7 (2.10%) Legacy Systems
10 6 (1.80%) PKI
11 5 (1.50%) Data Protection Act
11 5 (1.50%) Self-Motivation
12 4 (1.20%) Distributed Denial-of-Service
12 4 (1.20%) Fixed Income
13 3 (0.90%) Embedded Systems
13 3 (0.90%) Enterprise Software
13 3 (0.90%) Hybrid Cloud
13 3 (0.90%) Reference Data
Operating Systems
1 8 (2.40%) Linux
2 2 (0.60%) Windows
3 1 (0.30%) Android
3 1 (0.30%) Embedded Linux
3 1 (0.30%) Solaris
3 1 (0.30%) Unix
3 1 (0.30%) VMS
3 1 (0.30%) Windows Server
Processes & Methodologies
1 114 (34.13%) Machine Learning
2 98 (29.34%) Software Engineering
3 86 (25.75%) AI
4 77 (23.05%) CI/CD
5 73 (21.86%) Problem-Solving
6 72 (21.56%) Computer Science
7 69 (20.66%) Data Science
8 55 (16.47%) Analytics
9 45 (13.47%) Mathematics
10 43 (12.87%) Containerisation
11 42 (12.57%) Data Pipeline
12 38 (11.38%) Multithreading
13 36 (10.78%) LLM
14 35 (10.48%) Data Analysis
14 35 (10.48%) Low Latency
15 32 (9.58%) Microservices
16 31 (9.28%) Agile
16 31 (9.28%) Workflow
17 30 (8.98%) DevOps
18 29 (8.68%) Visualisation
Programming Languages
1 153 (45.81%) Python
2 66 (19.76%) Java
2 66 (19.76%) SQL
3 41 (12.28%) C#
4 38 (11.38%) C++
5 29 (8.68%) MATLAB
6 23 (6.89%) TypeScript
7 21 (6.29%) Ada
8 17 (5.09%) PowerShell
9 16 (4.79%) R
10 13 (3.89%) Rust
11 11 (3.29%) Kotlin
12 9 (2.69%) C
12 9 (2.69%) JavaScript
13 7 (2.10%) Go
14 4 (1.20%) Scala
14 4 (1.20%) SPARQL
15 3 (0.90%) Bash
16 2 (0.60%) SystemVerilog
16 2 (0.60%) Tcl
Qualifications
1 62 (18.56%) Degree
2 38 (11.38%) Security Cleared
3 20 (5.99%) SC Cleared
4 18 (5.39%) Computer Science Degree
4 18 (5.39%) Master's Degree
5 16 (4.79%) BPSS Clearance
6 11 (3.29%) PhD
7 8 (2.40%) DBS Check
8 4 (1.20%) Numerate Degree
9 2 (0.60%) Cisco Certification
9 2 (0.60%) CISSP
9 2 (0.60%) DV Cleared
9 2 (0.60%) FFIEC
9 2 (0.60%) HNC
9 2 (0.60%) HND
10 1 (0.30%) CCDP
10 1 (0.30%) CCIE
10 1 (0.30%) CISM
10 1 (0.30%) GIAC
10 1 (0.30%) Microsoft Certified Professional
Quality Assurance & Compliance
1 10 (2.99%) Accessibility
1 10 (2.99%) Data Quality
2 8 (2.40%) QA
3 5 (1.50%) Actionable Recommendations
4 3 (0.90%) Disclosure Scotland
4 3 (0.90%) ISO/IEC 27001
4 3 (0.90%) PCI DSS
5 2 (0.60%) DO-254
5 2 (0.60%) NIST
6 1 (0.30%) GDPR
6 1 (0.30%) JSP 440
6 1 (0.30%) NCSC
6 1 (0.30%) RMADS
System Software
1 42 (12.57%) Docker
2 6 (1.80%) Firmware
3 2 (0.60%) Apache ZooKeeper
4 1 (0.30%) Active Directory
4 1 (0.30%) Oracle RAC
Systems Management
1 28 (8.38%) Kubernetes
2 7 (2.10%) Grafana
3 6 (1.80%) Ansible
4 3 (0.90%) Kubeflow
4 3 (0.90%) Terraform
5 2 (0.60%) Single Sign-On
6 1 (0.30%) Argo
6 1 (0.30%) Data Guard
6 1 (0.30%) HP Fortify
6 1 (0.30%) Istio
6 1 (0.30%) Oracle ZFS
Vendors
1 18 (5.39%) Databricks
2 16 (4.79%) Microsoft
3 12 (3.59%) IBM
3 12 (3.59%) SAP
4 10 (2.99%) MathWorks
5 8 (2.40%) Google
6 7 (2.10%) IFS
6 7 (2.10%) OpenAI
7 6 (1.80%) Solace
8 5 (1.50%) Oracle
9 4 (1.20%) F5
9 4 (1.20%) Splunk
10 3 (0.90%) AppDynamics
10 3 (0.90%) Bloomberg
10 3 (0.90%) Charles River
10 3 (0.90%) Thales
11 2 (0.60%) ClickSoftware Technologies
11 2 (0.60%) Intel
11 2 (0.60%) Microsemi
11 2 (0.60%) Xilinx