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

6 months to
5 Jun 2026
Same period 2025 Same period 2024
Rank 342 260 284
Rank change year-on-year -82 +24 +3
Contract jobs citing Algorithms 332 290 348
As % of all contract jobs in the UK 0.68% 1.00% 0.81%
As % of the Miscellaneous category 2.09% 2.93% 2.69%
Number of daily rates quoted 173 171 216
10th Percentile £198 £413 £400
25th Percentile £450 £500 £463
Median daily rate (50th Percentile) £550 £625 £575
Median % change year-on-year -12.00% +8.70% -4.17%
75th Percentile £701 £720 £747
90th Percentile £858 £850 £870
UK excluding London median daily rate £500 £550 £500
% change year-on-year -9.09% +10.00% -3.38%
Number of hourly rates quoted 53 25 53
10th Percentile £53.53 £22.59 £32.90
25th Percentile - £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 £70.00 £75.00 £58.75
90th Percentile £86.80 £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 15,882 9,890 12,930
As % of all contract IT jobs advertised in the UK 32.34% 34.18% 30.14%
Number of daily rates quoted 9,783 6,246 8,276
10th Percentile £313 £300 £270
25th Percentile £413 £406 £413
Median daily rate (50th Percentile) £515 £525 £538
Median % change year-on-year -1.90% -2.42% -2.18%
75th Percentile £625 £650 £663
90th Percentile £750 £775 £800
UK excluding London median daily rate £492 £475 £500
% change year-on-year +3.58% -5.00% -
Number of hourly rates quoted 786 413 924
10th Percentile £16.00 £15.84 £12.25
25th Percentile £20.39 £19.97 £15.21
Median hourly rate £42.12 £33.05 £35.25
Median % change year-on-year +27.44% -6.24% +60.23%
75th Percentile £70.00 £63.75 £61.30
90th Percentile £85.75 £82.45 £71.69
UK excluding London median hourly rate £43.96 £32.05 £35.00
% change year-on-year +37.16% -8.43% +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 5 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 5 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 5 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 -63 280 £550 -12.35% 436
London -54 149 £625 -3.85% 189
UK excluding London -85 144 £500 -9.09% 278
Work from Home -21 97 £625 +13.64% 231
South West +9 49 £500 -24.81% 48
South East -50 39 £550 +7.32% 74
East of England -39 17 £215 -66.92% 68
North of England -83 14 £215 -64.12% 46
Scotland -13 11 £675 +58.82% 17
Yorkshire -43 10 £215 -64.12% 11
Midlands -49 7 £463 +63.14% 22
West Midlands -50 6 £463 - 11
Wales -24 5 £475 -17.39% 5
North West -48 4 £355 -36.89% 25
Northern Ireland +3 2 - - 3
East Midlands -27 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 (4.82%) Apache Airflow
2 15 (4.52%) Apache Spark
3 6 (1.81%) Apache
3 6 (1.81%) Jupyter
4 1 (0.30%) Confluence
4 1 (0.30%) Ethereum
4 1 (0.30%) IIS
4 1 (0.30%) Palantir Foundry
4 1 (0.30%) Solana
Applications
1 10 (3.01%) Microsoft Excel
2 7 (2.11%) CPLEX
3 5 (1.51%) 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 (3.31%) SAP IBP
2 7 (2.11%) ProductWriter
3 3 (0.90%) Bloomberg AIM
3 3 (0.90%) Fidessa
4 1 (0.30%) SAP APO
Cloud Services
1 58 (17.47%) AWS
2 49 (14.76%) Azure
3 26 (7.83%) GCP
4 13 (3.92%) Dagster
5 11 (3.31%) Amazon ECS
6 9 (2.71%) AWS Lambda
6 9 (2.71%) Power Platform
6 9 (2.71%) Serverless
7 8 (2.41%) Amazon CloudWatch
7 8 (2.41%) Amazon EKS
7 8 (2.41%) Amazon SageMaker
7 8 (2.41%) GitHub
8 7 (2.11%) Amazon S3
8 7 (2.11%) Cloud Computing
8 7 (2.11%) GitHub Actions
9 6 (1.81%) Azure DevOps
9 6 (1.81%) Vertex AI
10 5 (1.51%) SaaS
11 4 (1.20%) Amazon SQS
11 4 (1.20%) Snowflake
Communications & Networking
1 14 (4.22%) HTTP
2 6 (1.81%) Multicast
3 5 (1.51%) BIG-IP
3 5 (1.51%) F5 BIG-IP LTM
3 5 (1.51%) Firewall
3 5 (1.51%) Network Security
3 5 (1.51%) SSL
4 4 (1.20%) HTTPS
5 3 (0.90%) DNS
5 3 (0.90%) Reverse Proxy
5 3 (0.90%) S/MIME
5 3 (0.90%) TCP/IP
5 3 (0.90%) VPN
6 2 (0.60%) BGP
6 2 (0.60%) Ethernet
6 2 (0.60%) IPsec
6 2 (0.60%) LAN
6 2 (0.60%) MPLS
6 2 (0.60%) OSPF
6 2 (0.60%) WAN
Database & Business Intelligence
1 16 (4.82%) Big Data
2 13 (3.92%) Hadoop
3 12 (3.61%) NoSQL
4 11 (3.31%) PostgreSQL
5 9 (2.71%) Power BI
6 8 (2.41%) SQL Server
7 7 (2.11%) KDB
7 7 (2.11%) MongoDB
7 7 (2.11%) Tableau
8 4 (1.20%) Relational Database
9 3 (0.90%) Neo4j
10 2 (0.60%) Data Lake
10 2 (0.60%) Kdb+
10 2 (0.60%) Pinecone
10 2 (0.60%) Spark SQL
10 2 (0.60%) TigerGraph
10 2 (0.60%) Weaviate
11 1 (0.30%) Amazon Athena
11 1 (0.30%) Geospatial Data
11 1 (0.30%) Metadata
Development Applications
1 31 (9.34%) Git
2 11 (3.31%) GitLab
3 10 (3.01%) MLflow
4 2 (0.60%) Gradle
4 2 (0.60%) JUnit
4 2 (0.60%) Maven
4 2 (0.60%) TeamCity
5 1 (0.30%) Ant
5 1 (0.30%) Cypress.io
5 1 (0.30%) Eclipse
5 1 (0.30%) Hardhat
5 1 (0.30%) IntelliJ
5 1 (0.30%) Jenkins
5 1 (0.30%) JIRA
5 1 (0.30%) JMeter
5 1 (0.30%) Octopus Deploy
5 1 (0.30%) Oracle Forms
5 1 (0.30%) Selenium
5 1 (0.30%) SoapUI
5 1 (0.30%) Visual Studio
General
1 65 (19.58%) Social Skills
2 62 (18.67%) Analytical Skills
3 43 (12.95%) Finance
4 33 (9.94%) Banking
5 22 (6.63%) Front Office
6 18 (5.42%) Investment Banking
7 15 (4.52%) Public Sector
8 9 (2.71%) Aerospace
9 6 (1.81%) Aviation
10 5 (1.51%) Inclusion and Diversity
10 5 (1.51%) Law
10 5 (1.51%) Telecoms
11 4 (1.20%) Electronics
11 4 (1.20%) Financial Institution
11 4 (1.20%) Presentation Skills
12 3 (0.90%) Documentation Skills
12 3 (0.90%) Marketing
12 3 (0.90%) Police
12 3 (0.90%) Retail
13 2 (0.60%) Advertising
Job Titles
1 81 (24.40%) Developer
2 61 (18.37%) Software Engineer
3 57 (17.17%) Senior
4 38 (11.45%) Data Scientist
5 35 (10.54%) Algorithm Engineer
6 23 (6.93%) Python Developer
7 18 (5.42%) Architect
7 18 (5.42%) Java Developer
8 16 (4.82%) Senior Developer
9 15 (4.52%) C++ Software Engineer
10 14 (4.22%) C++ Developer
10 14 (4.22%) Consultant
11 11 (3.31%) Artificial Intelligence Engineer
11 11 (3.31%) Senior Software Engineer
12 10 (3.01%) Quantitative Developer
12 10 (3.01%) SAP Consultant
13 9 (2.71%) Lead
13 9 (2.71%) Solutions Architect
14 8 (2.41%) Data Engineer
15 7 (2.11%) Machine Learning Consultant
Libraries, Frameworks & Software Standards
1 32 (9.64%) Pandas
1 32 (9.64%) PyTorch
2 28 (8.43%) NumPy
3 26 (7.83%) TensorFlow
4 24 (7.23%) scikit-learn
5 22 (6.63%) FIX Protocol
6 15 (4.52%) Kafka
7 14 (4.22%) React
8 12 (3.61%) PySpark
8 12 (3.61%) REST
9 11 (3.31%) FastAPI
9 11 (3.31%) Hugging Face
10 10 (3.01%) Spring
10 10 (3.01%) Spring Boot
11 8 (2.41%) SciPy
11 8 (2.41%) Seaborn
12 7 (2.11%) .NET
12 7 (2.11%) RESTful
12 7 (2.11%) WebSockets
13 6 (1.81%) Matplotlib
Miscellaneous
1 56 (16.87%) Data Structures
2 37 (11.14%) Distributed Systems
3 21 (6.33%) Equities
4 20 (6.02%) Foreign Exchange (FX)
5 18 (5.42%) Derivative
6 12 (3.61%) Cloud Native
6 12 (3.61%) Robotics
7 11 (3.31%) Product Ownership
8 10 (3.01%) PKI
9 9 (2.71%) AI Agents
10 8 (2.41%) Data Protection Act
11 7 (2.11%) IoT
11 7 (2.11%) Legacy Systems
12 5 (1.51%) Equity Derivative
12 5 (1.51%) Fixed Income
13 4 (1.20%) Distributed Denial-of-Service
13 4 (1.20%) Self-Motivation
14 3 (0.90%) Distributed Architecture
14 3 (0.90%) FPGA
14 3 (0.90%) Virtual Team
Operating Systems
1 10 (3.01%) Linux
2 2 (0.60%) Unix
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%) VMS
3 1 (0.30%) Windows Server
Processes & Methodologies
1 117 (35.24%) Machine Learning
2 93 (28.01%) Software Engineering
3 80 (24.10%) AI
4 75 (22.59%) CI/CD
5 69 (20.78%) Computer Science
6 66 (19.88%) Data Science
7 63 (18.98%) Problem-Solving
8 55 (16.57%) Analytics
9 46 (13.86%) Mathematics
10 39 (11.75%) Containerisation
11 37 (11.14%) Data Pipeline
11 37 (11.14%) Multithreading
12 36 (10.84%) Low Latency
13 34 (10.24%) LLM
14 32 (9.64%) Data Analysis
15 31 (9.34%) Statistics
16 29 (8.73%) Agile
16 29 (8.73%) Workflow
17 28 (8.43%) Microservices
18 26 (7.83%) Visualisation
Programming Languages
1 148 (44.58%) Python
2 59 (17.77%) Java
3 58 (17.47%) SQL
4 40 (12.05%) C++
5 33 (9.94%) C#
6 28 (8.43%) MATLAB
7 21 (6.33%) Ada
8 18 (5.42%) TypeScript
9 14 (4.22%) R
10 12 (3.61%) PowerShell
11 10 (3.01%) Kotlin
11 10 (3.01%) Rust
12 9 (2.71%) C
13 8 (2.41%) JavaScript
14 5 (1.51%) Go
15 4 (1.20%) Bash
16 3 (0.90%) Scala
16 3 (0.90%) SPARQL
17 2 (0.60%) SystemVerilog
17 2 (0.60%) Tcl
Qualifications
1 59 (17.77%) Degree
2 41 (12.35%) Security Cleared
3 22 (6.63%) SC Cleared
4 18 (5.42%) Master's Degree
5 16 (4.82%) BPSS Clearance
5 16 (4.82%) Computer Science Degree
6 12 (3.61%) PhD
7 7 (2.11%) DBS Check
7 7 (2.11%) Numerate Degree
8 5 (1.51%) DV Cleared
9 4 (1.20%) CISSP
10 3 (0.90%) Cisco Certification
10 3 (0.90%) CISM
10 3 (0.90%) GIAC
11 2 (0.60%) CCDP
11 2 (0.60%) CCIE
11 2 (0.60%) CESG Certified Professional
11 2 (0.60%) FFIEC
11 2 (0.60%) HNC
11 2 (0.60%) HND
Quality Assurance & Compliance
1 12 (3.61%) Data Quality
2 10 (3.01%) Accessibility
3 8 (2.41%) QA
4 5 (1.51%) Actionable Recommendations
4 5 (1.51%) ISO/IEC 27001
5 4 (1.20%) NIST
6 3 (0.90%) Disclosure Scotland
6 3 (0.90%) PCI DSS
7 2 (0.60%) DO-254
7 2 (0.60%) JSP 440
7 2 (0.60%) NCSC
7 2 (0.60%) RMADS
8 1 (0.30%) GDPR
8 1 (0.30%) SLA
System Software
1 40 (12.05%) Docker
2 6 (1.81%) Firmware
3 2 (0.60%) Active Directory
4 1 (0.30%) Oracle RAC
4 1 (0.30%) Squid
Systems Management
1 23 (6.93%) Kubernetes
2 9 (2.71%) Grafana
3 5 (1.51%) Terraform
4 3 (0.90%) Ansible
4 3 (0.90%) Kubeflow
4 3 (0.90%) Single Sign-On
5 2 (0.60%) Prometheus
6 1 (0.30%) Data Guard
6 1 (0.30%) HP Fortify
6 1 (0.30%) Istio
6 1 (0.30%) Kibana
6 1 (0.30%) logstash
6 1 (0.30%) Oracle ZFS
Vendors
1 18 (5.42%) Databricks
2 16 (4.82%) Microsoft
3 12 (3.61%) IBM
4 11 (3.31%) SAP
5 10 (3.01%) MathWorks
6 8 (2.41%) Google
7 7 (2.11%) IFS
7 7 (2.11%) Solace
8 5 (1.51%) F5
8 5 (1.51%) Oracle
8 5 (1.51%) Thales
9 4 (1.20%) OpenAI
10 3 (0.90%) AppDynamics
10 3 (0.90%) Bloomberg
10 3 (0.90%) Charles River
10 3 (0.90%) ION Trading
10 3 (0.90%) Splunk
11 2 (0.60%) Altera
11 2 (0.60%) Fortinet
11 2 (0.60%) Xilinx