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

6 months to
20 Jun 2026
Same period 2025 Same period 2024
Rank 336 259 273
Rank change year-on-year -77 +14 +12
Contract jobs citing Algorithms 334 297 362
As % of all contract jobs in the UK 0.66% 0.99% 0.82%
As % of the Miscellaneous category 2.02% 2.88% 2.76%
Number of daily rates quoted 173 180 223
10th Percentile £199 £402 £400
25th Percentile £408 £492 £463
Median daily rate (50th Percentile) £550 £606 £557
Median % change year-on-year -9.28% +8.94% -7.25%
75th Percentile £688 £725 £744
90th Percentile £819 £850 £854
UK excluding London median daily rate £475 £550 £488
% change year-on-year -13.64% +12.82% -2.50%
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 16,503 10,314 13,130
As % of all contract IT jobs advertised in the UK 32.59% 34.54% 29.92%
Number of daily rates quoted 10,114 6,459 8,316
10th Percentile £315 £300 £275
25th Percentile £413 £406 £413
Median daily rate (50th Percentile) £520 £525 £538
Median % change year-on-year -0.95% -2.33% -2.27%
75th Percentile £631 £650 £660
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 853 453 949
10th Percentile £16.01 £15.84 £12.25
25th Percentile £21.00 £19.97 £15.39
Median hourly rate £42.71 £32.81 £35.50
Median % change year-on-year +30.16% -7.58% +57.88%
75th Percentile £70.00 £60.00 £62.00
90th Percentile £85.90 £81.35 £72.50
UK excluding London median hourly rate £43.96 £31.76 £35.00
% change year-on-year +38.41% -9.26% +59.09%

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 20 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 20 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 20 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 -62 280 £550 -12.00% 251
UK excluding London -87 148 £475 -13.64% 200
London -63 147 £625 -2.34% 89
Work from Home -27 101 £625 +13.64% 90
South West +5 47 £500 -9.09% 35
South East -46 41 £525 -10.64% 60
North of England -75 19 £374 -37.62% 32
East of England -48 14 £185 -71.54% 45
Scotland -15 13 £622 +46.35% 2
Yorkshire -51 10 £215 -64.12% 5
North West -50 9 £395 -29.84% 17
Midlands -56 7 £463 +63.14% 20
West Midlands -54 6 £463 - 11
Wales -19 5 £475 -17.39% 2
Northern Ireland -1 2 - - 10
East Midlands -20 1 - - 9

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 60 (17.96%) AWS
2 53 (15.87%) 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
6 2 (0.60%) S/MIME
6 2 (0.60%) VPN
7 1 (0.30%) Ethernet VPN
7 1 (0.30%) IPsec
7 1 (0.30%) SAN
7 1 (0.30%) SD-WAN
7 1 (0.30%) Software-Defined Radio
7 1 (0.30%) VXLAN
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%) Hardhat
8 1 (0.30%) JUnit
8 1 (0.30%) Octopus Deploy
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 35 (10.48%) Banking
5 19 (5.69%) Front Office
6 17 (5.09%) 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 62 (18.56%) 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 16 (4.79%) Architect
10 15 (4.49%) Consultant
11 13 (3.89%) C++ Software Engineer
12 11 (3.29%) Artificial Intelligence Engineer
12 11 (3.29%) C++ Developer
12 11 (3.29%) Senior Software Engineer
13 10 (2.99%) SAP Consultant
14 9 (2.69%) Lead
14 9 (2.69%) Quantitative Developer
15 8 (2.40%) Senior Java Developer
15 8 (2.40%) Solutions Architect
16 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 71 (21.26%) Data Structures
2 42 (12.57%) Distributed Systems
3 17 (5.09%) Equities
3 17 (5.09%) Foreign Exchange (FX)
4 15 (4.49%) Cloud Native
4 15 (4.49%) Derivative
5 12 (3.59%) Product Ownership
6 10 (2.99%) AI Agents
7 9 (2.69%) Robotics
8 7 (2.10%) IoT
8 7 (2.10%) Legacy Systems
8 7 (2.10%) PKI
9 5 (1.50%) Data Protection Act
9 5 (1.50%) Self-Motivation
10 4 (1.20%) Distributed Denial-of-Service
10 4 (1.20%) Fixed Income
11 3 (0.90%) Embedded Systems
11 3 (0.90%) Enterprise Software
11 3 (0.90%) Hybrid Cloud
11 3 (0.90%) Virtual Team
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 42 (12.57%) Containerisation
11 41 (12.28%) Data Pipeline
12 38 (11.38%) Multithreading
13 36 (10.78%) LLM
14 35 (10.48%) Data Analysis
15 34 (10.18%) Low Latency
16 32 (9.58%) Agile
16 32 (9.58%) Microservices
17 31 (9.28%) DevOps
17 31 (9.28%) Workflow
18 29 (8.68%) Visualisation
Programming Languages
1 152 (45.51%) Python
2 65 (19.46%) SQL
3 64 (19.16%) Java
4 41 (12.28%) C#
5 37 (11.08%) C++
6 29 (8.68%) MATLAB
7 22 (6.59%) TypeScript
8 21 (6.29%) Ada
9 17 (5.09%) PowerShell
10 16 (4.79%) R
11 12 (3.59%) Rust
12 11 (3.29%) Kotlin
13 9 (2.69%) C
13 9 (2.69%) JavaScript
14 6 (1.80%) Go
15 4 (1.20%) SPARQL
16 3 (0.90%) Bash
16 3 (0.90%) Scala
17 2 (0.60%) SystemVerilog
17 2 (0.60%) Tcl
Qualifications
1 62 (18.56%) Degree
2 39 (11.68%) 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 3 (0.90%) CISSP
9 3 (0.90%) DV Cleared
10 2 (0.60%) Cisco Certification
10 2 (0.60%) CISM
10 2 (0.60%) FFIEC
10 2 (0.60%) GIAC
10 2 (0.60%) HNC
10 2 (0.60%) HND
11 1 (0.30%) CCDP
11 1 (0.30%) CCIE
11 1 (0.30%) CEH
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 4 (1.20%) ISO/IEC 27001
5 3 (0.90%) Disclosure Scotland
5 3 (0.90%) NIST
5 3 (0.90%) PCI DSS
6 2 (0.60%) DO-254
7 1 (0.30%) GDPR
7 1 (0.30%) JSP 440
7 1 (0.30%) NCSC
7 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 27 (8.08%) 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 17 (5.09%) 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
9 4 (1.20%) Thales
10 3 (0.90%) AppDynamics
10 3 (0.90%) Bloomberg
10 3 (0.90%) Charles River
11 2 (0.60%) Altera
11 2 (0.60%) Intel
11 2 (0.60%) ION Trading
11 2 (0.60%) Xilinx