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 5 July 2026, comparing them to the same period in the previous two years.

6 months to
5 Jul 2026
Same period 2025 Same period 2024
Rank 357 271 267
Rank change year-on-year -86 -4 +4
Contract jobs citing Algorithms 328 312 371
As % of all contract jobs in the UK 0.63% 0.98% 0.86%
As % of the Miscellaneous category 1.93% 2.84% 2.82%
Number of daily rates quoted 174 189 231
10th Percentile £199 £400 £400
25th Percentile £400 £490 £463
Median daily rate (50th Percentile) £550 £575 £560
Median % change year-on-year -4.35% +2.68% -5.68%
75th Percentile £679 £716 £763
90th Percentile £793 £850 £855
UK excluding London median daily rate £420 £525 £500
% change year-on-year -20.00% +5.00% -
Number of hourly rates quoted 47 25 54
10th Percentile £52.22 £22.23 £32.25
25th Percentile £63.75 £30.00 £46.38
Median hourly rate £65.00 £61.50 £55.00
Median % change year-on-year +5.69% +11.82% +150.00%
75th Percentile £70.00 £75.00 £58.75
90th Percentile £88.75 £88.00 £70.25
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 17,029 10,981 13,144
As % of all contract IT jobs advertised in the UK 32.91% 34.59% 30.32%
Number of daily rates quoted 10,397 6,832 8,346
10th Percentile £313 £300 £280
25th Percentile £413 £406 £413
Median daily rate (50th Percentile) £520 £525 £540
Median % change year-on-year -0.95% -2.78% -1.82%
75th Percentile £627 £650 £663
90th Percentile £749 £775 £800
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 867 503 911
10th Percentile £16.00 £15.50 £12.25
25th Percentile £21.00 £18.87 £15.39
Median hourly rate £43.96 £30.50 £36.50
Median % change year-on-year +44.13% -16.44% +51.53%
75th Percentile £70.00 £57.50 £62.50
90th Percentile £87.16 £77.50 £72.50
UK excluding London median hourly rate £43.96 £30.00 £36.05
% change year-on-year +46.53% -16.77% +46.60%

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 5 July 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 5 July 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 5 July 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 -88 276 £550 -4.76% 384
London -73 151 £625 - 186
UK excluding London -109 138 £420 -20.00% 229
Work from Home -24 102 £625 +16.28% 142
South East -44 42 £513 -2.38% 69
South West +1 38 - - 41
North of England -73 18 £415 -30.83% 43
East of England -47 14 £185 -66.36% 49
Scotland -20 11 £562 +32.29% 7
North West -46 11 £415 -26.22% 20
Midlands -55 8 £463 +63.14% 21
Yorkshire -49 7 £215 -64.12% 9
West Midlands -56 7 £463 - 10
Wales -24 5 £475 -17.39% 2
Northern Ireland 0 2 - - 3
East Midlands -18 1 - - 11

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 (4.88%) Apache Airflow
2 15 (4.57%) Apache Spark
3 6 (1.83%) Apache
4 5 (1.52%) Confluence
5 4 (1.22%) Jupyter
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 (3.05%) CPLEX
2 5 (1.52%) Microsoft Excel
2 5 (1.52%) Microsoft Office
3 4 (1.22%) Microsoft PowerPoint
4 2 (0.61%) Simulink
5 1 (0.30%) Chatbot
5 1 (0.30%) LaTeX
Business Applications
1 11 (3.35%) SAP IBP
2 7 (2.13%) ProductWriter
3 3 (0.91%) Bloomberg AIM
3 3 (0.91%) Fidessa
4 1 (0.30%) SAP APO
4 1 (0.30%) SAP ERP
Cloud Services
1 59 (17.99%) AWS
2 52 (15.85%) Azure
3 28 (8.54%) GCP
4 13 (3.96%) Dagster
5 11 (3.35%) Amazon ECS
6 10 (3.05%) AWS Lambda
6 10 (3.05%) GitHub
6 10 (3.05%) Power Platform
6 10 (3.05%) Serverless
7 9 (2.74%) GitHub Actions
8 8 (2.44%) Amazon CloudWatch
8 8 (2.44%) Amazon EKS
9 7 (2.13%) Amazon S3
9 7 (2.13%) Amazon SageMaker
9 7 (2.13%) Azure DevOps
10 6 (1.83%) Cloud Computing
10 6 (1.83%) Vertex AI
11 5 (1.52%) SaaS
11 5 (1.52%) Snowflake
12 4 (1.22%) Amazon SQS
Communications & Networking
1 16 (4.88%) HTTP
2 6 (1.83%) Multicast
3 5 (1.52%) Firewall
4 4 (1.22%) BIG-IP
4 4 (1.22%) DNS
4 4 (1.22%) F5 BIG-IP LTM
4 4 (1.22%) HTTPS
4 4 (1.22%) Network Security
4 4 (1.22%) SSL
5 3 (0.91%) TCP/IP
6 2 (0.61%) Ethernet
6 2 (0.61%) 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 (5.18%) Big Data
1 17 (5.18%) MongoDB
2 16 (4.88%) PostgreSQL
3 15 (4.57%) NoSQL
4 13 (3.96%) Hadoop
4 13 (3.96%) SQL Server
5 12 (3.66%) Relational Database
6 10 (3.05%) Power BI
7 8 (2.44%) Tableau
8 7 (2.13%) KDB
9 4 (1.22%) Neo4j
9 4 (1.22%) RDBMS
10 3 (0.91%) Redis
11 2 (0.61%) Couchbase
11 2 (0.61%) Data Lake
11 2 (0.61%) Kdb+
11 2 (0.61%) Pinecone
11 2 (0.61%) Spark SQL
11 2 (0.61%) TigerGraph
11 2 (0.61%) Weaviate
Development Applications
1 39 (11.89%) Git
2 15 (4.57%) GitLab
3 11 (3.35%) MLflow
4 9 (2.74%) Jenkins
5 5 (1.52%) Claude Code
6 3 (0.91%) Gradle
6 3 (0.91%) Maven
7 2 (0.61%) JMeter
7 2 (0.61%) Postman
7 2 (0.61%) 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%) Octopus Deploy
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 71 (21.65%) Social Skills
2 68 (20.73%) Analytical Skills
3 44 (13.41%) Finance
4 34 (10.37%) Banking
5 19 (5.79%) Front Office
6 18 (5.49%) Investment Banking
7 15 (4.57%) Public Sector
8 8 (2.44%) Inclusion and Diversity
9 7 (2.13%) Aerospace
10 6 (1.83%) Law
11 5 (1.52%) Aviation
11 5 (1.52%) Telecoms
12 4 (1.22%) Electronics
12 4 (1.22%) Marketing
12 4 (1.22%) Presentation Skills
13 3 (0.91%) Documentation Skills
13 3 (0.91%) Financial Institution
13 3 (0.91%) Police
13 3 (0.91%) Retail
14 2 (0.61%) Organisational Skills
Job Titles
1 83 (25.30%) Developer
2 58 (17.68%) Senior
3 51 (15.55%) Software Engineer
4 41 (12.50%) Data Scientist
5 31 (9.45%) Algorithm Engineer
6 22 (6.71%) Python Developer
7 19 (5.79%) Java Developer
8 16 (4.88%) Senior Developer
9 15 (4.57%) Architect
9 15 (4.57%) Consultant
10 13 (3.96%) C++ Software Engineer
11 11 (3.35%) Artificial Intelligence Engineer
12 10 (3.05%) SAP Consultant
13 9 (2.74%) Data Engineer
13 9 (2.74%) Lead
14 8 (2.44%) Full-Stack Engineer
14 8 (2.44%) Quantitative Developer
14 8 (2.44%) Senior Java Developer
14 8 (2.44%) Senior Software Engineer
14 8 (2.44%) Solutions Architect
Libraries, Frameworks & Software Standards
1 36 (10.98%) Pandas
2 35 (10.67%) PyTorch
3 32 (9.76%) NumPy
4 29 (8.84%) TensorFlow
5 28 (8.54%) Kafka
6 26 (7.93%) scikit-learn
7 21 (6.40%) FIX Protocol
8 17 (5.18%) React
9 15 (4.57%) RESTful
10 14 (4.27%) FastAPI
11 13 (3.96%) Hugging Face
11 13 (3.96%) PySpark
11 13 (3.96%) REST
12 12 (3.66%) Spring
12 12 (3.66%) Spring Boot
13 11 (3.35%) JSON
14 10 (3.05%) RabbitMQ
15 9 (2.74%) Django
15 9 (2.74%) Flask
15 9 (2.74%) WebSockets
Miscellaneous
1 74 (22.56%) Data Structures
2 40 (12.20%) Distributed Systems
3 18 (5.49%) Foreign Exchange (FX)
4 14 (4.27%) Cloud Native
4 14 (4.27%) Derivative
5 13 (3.96%) Equities
6 12 (3.66%) Product Ownership
7 11 (3.35%) AI Agents
8 7 (2.13%) IoT
8 7 (2.13%) Legacy Systems
9 6 (1.83%) Robotics
10 5 (1.52%) Data Protection Act
10 5 (1.52%) Self-Motivation
11 4 (1.22%) Distributed Denial-of-Service
11 4 (1.22%) Enterprise Software
11 4 (1.22%) Fixed Income
11 4 (1.22%) PKI
12 3 (0.91%) Exotic Derivative
12 3 (0.91%) FPGA
12 3 (0.91%) Hybrid Cloud
Operating Systems
1 6 (1.83%) Linux
2 2 (0.61%) 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
1 117 (35.67%) Machine Learning
2 90 (27.44%) AI
3 88 (26.83%) Software Engineering
4 74 (22.56%) CI/CD
5 73 (22.26%) Computer Science
6 70 (21.34%) Data Science
6 70 (21.34%) Problem-Solving
7 58 (17.68%) Analytics
8 43 (13.11%) Containerisation
8 43 (13.11%) Data Pipeline
8 43 (13.11%) Mathematics
9 37 (11.28%) LLM
10 36 (10.98%) Data Analysis
10 36 (10.98%) Multithreading
11 35 (10.67%) Agile
12 34 (10.37%) Low Latency
13 33 (10.06%) Microservices
14 32 (9.76%) DevOps
15 31 (9.45%) Visualisation
16 29 (8.84%) Full-Stack Development
Programming Languages
1 148 (45.12%) Python
2 70 (21.34%) SQL
3 66 (20.12%) Java
4 40 (12.20%) C#
5 31 (9.45%) C++
6 24 (7.32%) TypeScript
7 23 (7.01%) MATLAB
8 17 (5.18%) Ada
8 17 (5.18%) PowerShell
8 17 (5.18%) R
9 13 (3.96%) Rust
10 11 (3.35%) Kotlin
11 10 (3.05%) JavaScript
12 8 (2.44%) C
13 7 (2.13%) Go
14 4 (1.22%) Scala
14 4 (1.22%) SPARQL
15 2 (0.61%) SystemVerilog
15 2 (0.61%) Tcl
16 1 (0.30%) Shell Script
Qualifications
1 63 (19.21%) Degree
2 38 (11.59%) Security Cleared
3 20 (6.10%) Computer Science Degree
3 20 (6.10%) Master's Degree
3 20 (6.10%) SC Cleared
4 16 (4.88%) BPSS Clearance
5 12 (3.66%) PhD
6 9 (2.74%) DBS Check
7 3 (0.91%) DV Cleared
8 2 (0.61%) Cisco Certification
8 2 (0.61%) CISSP
8 2 (0.61%) HNC
8 2 (0.61%) HND
8 2 (0.61%) Numerate Degree
9 1 (0.30%) (ISC)2 CCSP
9 1 (0.30%) CCIE
9 1 (0.30%) CCIE Security
9 1 (0.30%) CESG Certified Professional
9 1 (0.30%) CHECK Team Leader
9 1 (0.30%) CREST Certified
Quality Assurance & Compliance
1 12 (3.66%) Data Quality
2 10 (3.05%) Accessibility
3 8 (2.44%) QA
4 5 (1.52%) Actionable Recommendations
5 3 (0.91%) Disclosure Scotland
5 3 (0.91%) ISO/IEC 27001
6 2 (0.61%) DO-254
6 2 (0.61%) NIST
7 1 (0.30%) GDPR
7 1 (0.30%) JSP 440
7 1 (0.30%) NCSC
7 1 (0.30%) PCI DSS
7 1 (0.30%) RMADS
System Software
1 43 (13.11%) Docker
2 4 (1.22%) Firmware
3 2 (0.61%) Apache ZooKeeper
4 1 (0.30%) Active Directory
4 1 (0.30%) Oracle RAC
Systems Management
1 28 (8.54%) Kubernetes
2 8 (2.44%) Grafana
3 7 (2.13%) Ansible
4 3 (0.91%) Kubeflow
4 3 (0.91%) Terraform
5 1 (0.30%) Argo
5 1 (0.30%) Data Guard
5 1 (0.30%) HP Fortify
5 1 (0.30%) Istio
5 1 (0.30%) Kibana
5 1 (0.30%) logstash
5 1 (0.30%) Oracle ZFS
5 1 (0.30%) Prometheus
Vendors
1 19 (5.79%) Databricks
2 16 (4.88%) Microsoft
3 12 (3.66%) SAP
4 9 (2.74%) Google
4 9 (2.74%) IBM
5 7 (2.13%) IFS
5 7 (2.13%) MathWorks
5 7 (2.13%) OpenAI
5 7 (2.13%) Solace
6 5 (1.52%) Oracle
7 4 (1.22%) F5
7 4 (1.22%) Splunk
8 3 (0.91%) AppDynamics
8 3 (0.91%) Bloomberg
8 3 (0.91%) Charles River
9 2 (0.61%) Actel
9 2 (0.61%) Altera
9 2 (0.61%) ClickSoftware Technologies
9 2 (0.61%) ION Trading
9 2 (0.61%) Microsemi