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

6 months to
26 Jun 2026
Same period 2025 Same period 2024
Rank 351 264 286
Rank change year-on-year -87 +22 -11
Contract jobs citing Algorithms 332 303 356
As % of all contract jobs in the UK 0.65% 1.00% 0.82%
As % of the Miscellaneous category 1.99% 2.89% 2.72%
Number of daily rates quoted 173 183 218
10th Percentile £199 £405 £400
25th Percentile £400 £491 £463
Median daily rate (50th Percentile) £550 £580 £553
Median % change year-on-year -5.17% +4.84% -7.79%
75th Percentile £688 £720 £738
90th Percentile £819 £850 £850
UK excluding London median daily rate £425 £538 £500
% change year-on-year -20.93% +7.50% -1.96%
Number of hourly rates quoted 51 25 54
10th Percentile £53.53 £22.23 £33.23
25th Percentile £63.75 £30.00 £47.06
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 £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 16,701 10,472 13,074
As % of all contract IT jobs advertised in the UK 32.82% 34.62% 30.08%
Number of daily rates quoted 10,235 6,540 8,286
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 £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 859 477 934
10th Percentile £16.01 £15.84 £12.25
25th Percentile £21.00 £19.00 £15.39
Median hourly rate £43.50 £31.00 £36.27
Median % change year-on-year +40.32% -14.54% +61.59%
75th Percentile £70.00 £58.75 £62.50
90th Percentile £86.43 £80.00 £72.50
UK excluding London median hourly rate £43.96 £30.00 £36.02
% change year-on-year +46.53% -16.72% +63.74%

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 26 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 26 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 26 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 -86 279 £550 -10.20% 284
London -55 147 £625 - 122
UK excluding London -96 146 £425 -20.93% 192
Work from Home -31 104 £613 +13.95% 86
South West -1 46 £500 -9.09% 36
South East -42 41 £500 -14.89% 58
North of England -65 19 £415 -30.83% 33
East of England -47 14 £185 -69.17% 40
Scotland -17 12 £569 +33.88% 2
North West -47 11 £415 -26.22% 16
Yorkshire -41 8 £215 -64.12% 7
Midlands -61 7 £463 +63.14% 23
West Midlands -53 6 £463 - 14
Wales -20 5 £475 -17.39% 3
Northern Ireland +1 2 - - 4
East Midlands -12 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 (4.82%) Apache Airflow
2 14 (4.22%) Apache Spark
3 5 (1.51%) Apache
3 5 (1.51%) Confluence
3 5 (1.51%) Jupyter
4 1 (0.30%) Ethereum
4 1 (0.30%) IIS
4 1 (0.30%) Palantir Foundry
4 1 (0.30%) SAS
4 1 (0.30%) Solana
Applications
1 10 (3.01%) CPLEX
2 6 (1.81%) Microsoft Excel
3 5 (1.51%) Microsoft Office
4 4 (1.20%) Microsoft PowerPoint
5 2 (0.60%) LaTeX
5 2 (0.60%) Simulink
6 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
4 1 (0.30%) SAP ERP
Cloud Services
1 58 (17.47%) AWS
2 51 (15.36%) Azure
3 29 (8.73%) GCP
4 13 (3.92%) Dagster
5 11 (3.31%) Amazon ECS
6 10 (3.01%) AWS Lambda
6 10 (3.01%) GitHub
6 10 (3.01%) Power Platform
6 10 (3.01%) Serverless
7 9 (2.71%) GitHub Actions
8 8 (2.41%) Amazon CloudWatch
8 8 (2.41%) Amazon EKS
9 7 (2.11%) Amazon S3
9 7 (2.11%) Amazon SageMaker
9 7 (2.11%) Azure DevOps
10 6 (1.81%) Cloud Computing
10 6 (1.81%) Vertex AI
11 5 (1.51%) SaaS
11 5 (1.51%) Snowflake
12 4 (1.20%) Amazon SQS
Communications & Networking
1 16 (4.82%) HTTP
2 6 (1.81%) Multicast
3 5 (1.51%) 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%) DMZ
7 1 (0.30%) Ethernet VPN
7 1 (0.30%) IPsec
7 1 (0.30%) S/MIME
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 (5.12%) Big Data
1 17 (5.12%) MongoDB
2 16 (4.82%) PostgreSQL
3 15 (4.52%) NoSQL
4 13 (3.92%) SQL Server
5 12 (3.61%) Hadoop
6 11 (3.31%) Relational Database
7 10 (3.01%) Power BI
8 8 (2.41%) Tableau
9 7 (2.11%) KDB
10 4 (1.20%) Neo4j
10 4 (1.20%) RDBMS
11 3 (0.90%) Redis
12 2 (0.60%) Apache Cassandra
12 2 (0.60%) Couchbase
12 2 (0.60%) Data Lake
12 2 (0.60%) Data Mining
12 2 (0.60%) Db2
12 2 (0.60%) MySQL
12 2 (0.60%) Spark SQL
Development Applications
1 39 (11.75%) Git
2 15 (4.52%) GitLab
3 11 (3.31%) MLflow
4 9 (2.71%) Jenkins
5 4 (1.20%) Claude Code
6 3 (0.90%) Gradle
6 3 (0.90%) Maven
7 2 (0.60%) JMeter
7 2 (0.60%) Postman
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%) 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 69 (20.78%) Social Skills
2 68 (20.48%) Analytical Skills
3 44 (13.25%) Finance
4 35 (10.54%) Banking
5 19 (5.72%) Front Office
6 18 (5.42%) Investment Banking
7 14 (4.22%) Public Sector
8 8 (2.41%) Aerospace
8 8 (2.41%) Inclusion and Diversity
8 8 (2.41%) Law
9 5 (1.51%) Aviation
9 5 (1.51%) Telecoms
10 4 (1.20%) Electronics
10 4 (1.20%) Financial Institution
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%) Advertising
Job Titles
1 83 (25.00%) Developer
2 60 (18.07%) Software Engineer
3 58 (17.47%) Senior
4 39 (11.75%) Data Scientist
5 36 (10.84%) Algorithm Engineer
6 23 (6.93%) Python Developer
7 19 (5.72%) Java Developer
8 16 (4.82%) Senior Developer
9 15 (4.52%) Architect
9 15 (4.52%) Consultant
10 13 (3.92%) C++ Software Engineer
11 11 (3.31%) Artificial Intelligence Engineer
12 10 (3.01%) SAP Consultant
13 9 (2.71%) C++ Developer
13 9 (2.71%) Lead
13 9 (2.71%) Senior Software Engineer
14 8 (2.41%) Full-Stack Engineer
14 8 (2.41%) Quantitative Developer
14 8 (2.41%) Senior Java Developer
14 8 (2.41%) Solutions Architect
Libraries, Frameworks & Software Standards
1 36 (10.84%) Pandas
2 34 (10.24%) PyTorch
3 32 (9.64%) NumPy
4 28 (8.43%) TensorFlow
5 27 (8.13%) Kafka
6 26 (7.83%) scikit-learn
7 21 (6.33%) FIX Protocol
8 16 (4.82%) React
9 15 (4.52%) RESTful
10 14 (4.22%) FastAPI
11 13 (3.92%) Hugging Face
11 13 (3.92%) PySpark
11 13 (3.92%) REST
12 12 (3.61%) Spring
12 12 (3.61%) Spring Boot
13 11 (3.31%) JSON
14 10 (3.01%) RabbitMQ
15 9 (2.71%) Django
15 9 (2.71%) Swagger
15 9 (2.71%) WebSockets
Miscellaneous
1 74 (22.29%) Data Structures
2 41 (12.35%) Distributed Systems
3 17 (5.12%) Foreign Exchange (FX)
4 15 (4.52%) Cloud Native
4 15 (4.52%) Equities
5 14 (4.22%) Derivative
6 12 (3.61%) Product Ownership
7 10 (3.01%) AI Agents
8 7 (2.11%) IoT
8 7 (2.11%) Legacy Systems
8 7 (2.11%) Robotics
9 5 (1.51%) Data Protection Act
9 5 (1.51%) PKI
9 5 (1.51%) Self-Motivation
10 4 (1.20%) Distributed Denial-of-Service
10 4 (1.20%) Enterprise Software
10 4 (1.20%) Fixed Income
11 3 (0.90%) Embedded Systems
11 3 (0.90%) Hybrid Cloud
11 3 (0.90%) Reference Data
Operating Systems
1 7 (2.11%) 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
1 113 (34.04%) Machine Learning
2 97 (29.22%) Software Engineering
3 87 (26.20%) AI
4 78 (23.49%) CI/CD
5 71 (21.39%) Computer Science
5 71 (21.39%) Problem-Solving
6 68 (20.48%) Data Science
7 55 (16.57%) Analytics
8 43 (12.95%) Containerisation
8 43 (12.95%) Mathematics
9 41 (12.35%) Data Pipeline
10 37 (11.14%) Multithreading
11 35 (10.54%) Data Analysis
11 35 (10.54%) LLM
12 34 (10.24%) Low Latency
13 33 (9.94%) Agile
13 33 (9.94%) Microservices
14 32 (9.64%) DevOps
15 31 (9.34%) Workflow
16 29 (8.73%) Visualisation
Programming Languages
1 149 (44.88%) Python
2 69 (20.78%) SQL
3 67 (20.18%) Java
4 43 (12.95%) C#
5 36 (10.84%) C++
6 28 (8.43%) MATLAB
7 23 (6.93%) TypeScript
8 21 (6.33%) Ada
9 18 (5.42%) PowerShell
10 16 (4.82%) R
11 13 (3.92%) Rust
12 11 (3.31%) Kotlin
13 10 (3.01%) JavaScript
14 9 (2.71%) C
15 7 (2.11%) Go
16 4 (1.20%) Scala
16 4 (1.20%) SPARQL
17 2 (0.60%) Bash
17 2 (0.60%) SystemVerilog
17 2 (0.60%) Tcl
Qualifications
1 61 (18.37%) Degree
2 38 (11.45%) Security Cleared
3 20 (6.02%) SC Cleared
4 18 (5.42%) Computer Science Degree
4 18 (5.42%) Master's Degree
5 16 (4.82%) BPSS Clearance
6 11 (3.31%) PhD
7 8 (2.41%) DBS Check
8 3 (0.90%) Numerate Degree
9 2 (0.60%) Cisco Certification
9 2 (0.60%) CISSP
9 2 (0.60%) DV Cleared
9 2 (0.60%) HNC
9 2 (0.60%) HND
10 1 (0.30%) (ISC)2 CCSP
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
Quality Assurance & Compliance
1 10 (3.01%) Accessibility
1 10 (3.01%) Data Quality
2 8 (2.41%) QA
3 5 (1.51%) Actionable Recommendations
4 3 (0.90%) Disclosure Scotland
4 3 (0.90%) ISO/IEC 27001
5 2 (0.60%) DO-254
5 2 (0.60%) NIST
5 2 (0.60%) PCI DSS
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 (12.65%) Docker
2 5 (1.51%) Firmware
3 2 (0.60%) Apache ZooKeeper
4 1 (0.30%) Active Directory
4 1 (0.30%) Oracle RAC
Systems Management
1 27 (8.13%) Kubernetes
2 7 (2.11%) Ansible
2 7 (2.11%) Grafana
3 3 (0.90%) Kubeflow
4 2 (0.60%) 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%) Oracle ZFS
5 1 (0.30%) Single Sign-On
Vendors
1 18 (5.42%) Databricks
2 16 (4.82%) Microsoft
3 12 (3.61%) IBM
3 12 (3.61%) SAP
4 10 (3.01%) MathWorks
5 8 (2.41%) Google
6 7 (2.11%) IFS
6 7 (2.11%) OpenAI
6 7 (2.11%) Solace
7 5 (1.51%) Oracle
8 4 (1.20%) F5
8 4 (1.20%) Splunk
9 3 (0.90%) AppDynamics
9 3 (0.90%) Bloomberg
9 3 (0.90%) Charles River
10 2 (0.60%) ClickSoftware Technologies
10 2 (0.60%) Intel
10 2 (0.60%) Microsemi
10 2 (0.60%) Thales
10 2 (0.60%) Xilinx