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

6 months to
8 Jul 2026
Same period 2025 Same period 2024
Rank 359 273 286
Rank change year-on-year -86 +13 -7
Contract jobs citing Algorithms 330 309 369
As % of all contract jobs in the UK 0.63% 0.97% 0.86%
As % of the Miscellaneous category 1.91% 2.80% 2.82%
Number of daily rates quoted 173 188 228
10th Percentile £199 £400 £400
25th Percentile £400 £492 £463
Median daily rate (50th Percentile) £550 £575 £561
Median % change year-on-year -4.35% +2.45% -5.47%
75th Percentile £680 £717 £775
90th Percentile £794 £850 £857
UK excluding London median daily rate £420 £538 £500
% change year-on-year -21.86% +7.50% -
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 17,248 11,031 13,107
As % of all contract IT jobs advertised in the UK 33.06% 34.53% 30.39%
Number of daily rates quoted 10,553 6,862 8,317
10th Percentile £313 £300 £280
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 £626 £650 £663
90th Percentile £745 £775 £800
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 866 505 903
10th Percentile £16.00 £15.50 £12.25
25th Percentile £20.92 £18.87 £15.39
Median hourly rate £43.96 £31.00 £36.05
Median % change year-on-year +41.81% -14.00% +31.07%
75th Percentile £70.00 £57.50 £62.00
90th Percentile £87.16 £77.50 £72.50
UK excluding London median hourly rate £43.96 £30.50 £36.00
% change year-on-year +44.13% -15.28% +10.77%

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 8 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 8 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 8 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 -74 279 £550 -4.76% 336
London -63 153 £625 - 134
UK excluding London -96 138 £420 -21.86% 221
Work from Home -23 101 £625 +16.28% 138
South East -52 42 £513 -2.38% 63
South West -11 38 - - 41
North of England -79 18 £415 -30.83% 42
East of England -42 14 £185 -66.36% 45
Scotland -17 11 £562 +36.30% 6
North West -52 11 £415 -26.22% 18
Midlands -56 8 £463 +63.14% 25
Yorkshire -36 7 £215 -64.12% 10
West Midlands -52 7 £463 - 9
Wales -23 5 £475 -17.39% 2
Northern Ireland +3 2 - - 4
East Midlands -16 1 - - 16

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 (4.85%) Apache Airflow
2 15 (4.55%) Apache Spark
3 6 (1.82%) Apache
3 6 (1.82%) Confluence
4 4 (1.21%) Jupyter
5 1 (0.30%) Ethereum
5 1 (0.30%) IIS
5 1 (0.30%) Palantir Foundry
5 1 (0.30%) SAS
5 1 (0.30%) Solana
Applications
1 10 (3.03%) CPLEX
2 6 (1.82%) Microsoft Excel
3 5 (1.52%) Microsoft Office
4 4 (1.21%) Microsoft PowerPoint
5 2 (0.61%) Simulink
6 1 (0.30%) Chatbot
6 1 (0.30%) LaTeX
6 1 (0.30%) Spreadsheet
Business Applications
1 11 (3.33%) SAP IBP
2 7 (2.12%) ProductWriter
3 3 (0.91%) Bloomberg AIM
3 3 (0.91%) Fidessa
4 1 (0.30%) IBM Operational Decision Manager
4 1 (0.30%) SAP APO
4 1 (0.30%) SAP ERP
Cloud Services
1 58 (17.58%) AWS
2 53 (16.06%) Azure
3 28 (8.48%) GCP
4 13 (3.94%) Dagster
5 11 (3.33%) Amazon ECS
6 10 (3.03%) AWS Lambda
6 10 (3.03%) GitHub
6 10 (3.03%) Power Platform
6 10 (3.03%) Serverless
7 9 (2.73%) GitHub Actions
8 8 (2.42%) Amazon CloudWatch
8 8 (2.42%) Amazon EKS
8 8 (2.42%) Azure DevOps
9 7 (2.12%) Amazon S3
9 7 (2.12%) Amazon SageMaker
10 6 (1.82%) Cloud Computing
10 6 (1.82%) Vertex AI
11 5 (1.52%) SaaS
11 5 (1.52%) Snowflake
12 4 (1.21%) Amazon SQS
Communications & Networking
1 16 (4.85%) HTTP
2 6 (1.82%) Multicast
3 5 (1.52%) Firewall
4 4 (1.21%) BIG-IP
4 4 (1.21%) DNS
4 4 (1.21%) F5 BIG-IP LTM
4 4 (1.21%) HTTPS
4 4 (1.21%) Network Security
4 4 (1.21%) SSL
5 3 (0.91%) TCP/IP
6 2 (0.61%) Ethernet
6 2 (0.61%) Reverse Proxy
7 1 (0.30%) Ethernet VPN
7 1 (0.30%) IPsec
7 1 (0.30%) LAN
7 1 (0.30%) SD-WAN
7 1 (0.30%) Software-Defined Radio
7 1 (0.30%) VPN
7 1 (0.30%) VXLAN
7 1 (0.30%) WAN
Database & Business Intelligence
1 17 (5.15%) Big Data
1 17 (5.15%) MongoDB
2 15 (4.55%) PostgreSQL
3 14 (4.24%) NoSQL
4 13 (3.94%) Hadoop
4 13 (3.94%) SQL Server
5 12 (3.64%) Relational Database
6 10 (3.03%) Power BI
7 8 (2.42%) Tableau
8 7 (2.12%) KDB
9 4 (1.21%) Neo4j
9 4 (1.21%) 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 (11.82%) Git
2 15 (4.55%) GitLab
3 11 (3.33%) MLflow
4 9 (2.73%) 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%) Hardhat
8 1 (0.30%) JIRA
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 72 (21.82%) Social Skills
2 69 (20.91%) Analytical Skills
3 45 (13.64%) Finance
4 35 (10.61%) Banking
5 20 (6.06%) Front Office
6 18 (5.45%) Investment Banking
7 16 (4.85%) Public Sector
8 8 (2.42%) Inclusion and Diversity
9 7 (2.12%) Aerospace
10 6 (1.82%) Law
11 5 (1.52%) Aviation
11 5 (1.52%) Presentation Skills
11 5 (1.52%) Telecoms
12 4 (1.21%) Documentation Skills
12 4 (1.21%) Electronics
12 4 (1.21%) Marketing
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 (25.15%) Developer
2 57 (17.27%) Senior
3 51 (15.45%) Software Engineer
4 41 (12.42%) Data Scientist
5 31 (9.39%) Algorithm Engineer
6 21 (6.36%) Python Developer
7 19 (5.76%) Java Developer
8 16 (4.85%) Architect
8 16 (4.85%) Senior Developer
9 15 (4.55%) Consultant
10 13 (3.94%) C++ Software Engineer
11 11 (3.33%) Artificial Intelligence Engineer
12 10 (3.03%) SAP Consultant
13 9 (2.73%) Data Engineer
13 9 (2.73%) Lead
13 9 (2.73%) Quantitative Developer
14 8 (2.42%) C++ Developer
14 8 (2.42%) Full-Stack Engineer
14 8 (2.42%) Senior Java Developer
14 8 (2.42%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 36 (10.91%) Pandas
2 35 (10.61%) PyTorch
3 32 (9.70%) NumPy
4 29 (8.79%) TensorFlow
5 28 (8.48%) Kafka
6 26 (7.88%) scikit-learn
7 21 (6.36%) FIX Protocol
8 16 (4.85%) React
9 15 (4.55%) RESTful
10 13 (3.94%) FastAPI
10 13 (3.94%) Hugging Face
10 13 (3.94%) PySpark
10 13 (3.94%) REST
11 12 (3.64%) JSON
11 12 (3.64%) Spring
11 12 (3.64%) Spring Boot
12 10 (3.03%) RabbitMQ
13 9 (2.73%) Django
13 9 (2.73%) Flask
13 9 (2.73%) WebSockets
Miscellaneous
1 73 (22.12%) Data Structures
2 40 (12.12%) Distributed Systems
3 18 (5.45%) Foreign Exchange (FX)
4 15 (4.55%) Derivative
5 14 (4.24%) Cloud Native
6 13 (3.94%) Equities
6 13 (3.94%) Product Ownership
7 11 (3.33%) AI Agents
8 7 (2.12%) IoT
8 7 (2.12%) Legacy Systems
9 6 (1.82%) Robotics
10 5 (1.52%) Data Protection Act
10 5 (1.52%) Self-Motivation
11 4 (1.21%) Distributed Denial-of-Service
11 4 (1.21%) Enterprise Software
11 4 (1.21%) Fixed Income
11 4 (1.21%) PKI
12 3 (0.91%) Embedded Systems
12 3 (0.91%) Exotic Derivative
12 3 (0.91%) FPGA
Operating Systems
1 6 (1.82%) 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
1 118 (35.76%) Machine Learning
2 91 (27.58%) AI
3 88 (26.67%) Software Engineering
4 74 (22.42%) Computer Science
5 73 (22.12%) CI/CD
6 71 (21.52%) Problem-Solving
7 70 (21.21%) Data Science
8 60 (18.18%) Analytics
9 44 (13.33%) Mathematics
10 43 (13.03%) Data Pipeline
11 42 (12.73%) Containerisation
12 37 (11.21%) Agile
12 37 (11.21%) LLM
13 36 (10.91%) Data Analysis
13 36 (10.91%) Multithreading
14 34 (10.30%) Low Latency
15 33 (10.00%) DevOps
15 33 (10.00%) Microservices
16 31 (9.39%) Visualisation
17 29 (8.79%) Workflow
Programming Languages
1 147 (44.55%) Python
2 71 (21.52%) SQL
3 66 (20.00%) Java
4 40 (12.12%) C#
5 32 (9.70%) C++
6 23 (6.97%) MATLAB
6 23 (6.97%) TypeScript
7 17 (5.15%) Ada
7 17 (5.15%) PowerShell
7 17 (5.15%) R
8 13 (3.94%) Rust
9 11 (3.33%) Kotlin
10 9 (2.73%) JavaScript
11 8 (2.42%) C
12 7 (2.12%) Go
13 4 (1.21%) Scala
13 4 (1.21%) SPARQL
14 2 (0.61%) SystemVerilog
14 2 (0.61%) Tcl
15 1 (0.30%) Shell Script
Qualifications
1 64 (19.39%) Degree
2 39 (11.82%) Security Cleared
3 21 (6.36%) Computer Science Degree
3 21 (6.36%) SC Cleared
4 20 (6.06%) Master's Degree
5 16 (4.85%) BPSS Clearance
6 12 (3.64%) PhD
7 10 (3.03%) DBS Check
8 3 (0.91%) DV Cleared
9 2 (0.61%) Cisco Certification
9 2 (0.61%) CISSP
9 2 (0.61%) HNC
9 2 (0.61%) HND
9 2 (0.61%) Numerate Degree
10 1 (0.30%) CCDP
10 1 (0.30%) CCIE
10 1 (0.30%) CEH
10 1 (0.30%) CISM
10 1 (0.30%) GIAC
10 1 (0.30%) Microsoft Certified Professional
Quality Assurance & Compliance
1 12 (3.64%) Data Quality
2 10 (3.03%) Accessibility
3 8 (2.42%) 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 42 (12.73%) Docker
2 4 (1.21%) Firmware
3 2 (0.61%) Apache ZooKeeper
4 1 (0.30%) Active Directory
4 1 (0.30%) Oracle RAC
Systems Management
1 28 (8.48%) Kubernetes
2 8 (2.42%) Grafana
3 7 (2.12%) 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 (5.76%) Databricks
2 16 (4.85%) Microsoft
3 12 (3.64%) SAP
4 10 (3.03%) IBM
5 9 (2.73%) Google
6 7 (2.12%) IFS
6 7 (2.12%) MathWorks
6 7 (2.12%) OpenAI
6 7 (2.12%) Solace
7 5 (1.52%) Oracle
8 4 (1.21%) F5
8 4 (1.21%) Splunk
9 3 (0.91%) AppDynamics
9 3 (0.91%) Bloomberg
9 3 (0.91%) Charles River
10 2 (0.61%) Actel
10 2 (0.61%) Altera
10 2 (0.61%) ION Trading
10 2 (0.61%) Siemens
10 2 (0.61%) Xilinx