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

6 months to
17 Jun 2026
Same period 2025 Same period 2024
Rank 337 264 275
Rank change year-on-year -73 +11 +3
Contract jobs citing Algorithms 332 301 357
As % of all contract jobs in the UK 0.66% 1.01% 0.82%
As % of the Miscellaneous category 2.03% 2.95% 2.74%
Number of daily rates quoted 170 180 221
10th Percentile £198 £402 £400
25th Percentile £437 £492 £463
Median daily rate (50th Percentile) £550 £613 £557
Median % change year-on-year -10.20% +10.06% -7.25%
75th Percentile £700 £721 £738
90th Percentile £826 £850 £850
UK excluding London median daily rate £500 £550 £500
% change year-on-year -9.09% +10.00% -
Number of hourly rates quoted 52 25 52
10th Percentile £53.53 £22.23 £32.58
25th Percentile £64.38 £30.00 £46.63
Median hourly rate £65.00 £61.50 £55.00
Median % change year-on-year +5.69% +11.82% +150.00%
75th Percentile £68.13 £75.00 £58.75
90th Percentile £86.88 £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 16,333 10,217 13,028
As % of all contract IT jobs advertised in the UK 32.46% 34.42% 29.89%
Number of daily rates quoted 10,008 6,407 8,268
10th Percentile £314 £300 £275
25th Percentile £413 £406 £413
Median daily rate (50th Percentile) £519 £525 £538
Median % change year-on-year -1.24% -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 838 448 941
10th Percentile £16.01 £15.84 £12.25
25th Percentile £21.00 £20.33 £15.25
Median hourly rate £42.40 £33.03 £35.50
Median % change year-on-year +28.39% -6.97% +57.88%
75th Percentile £70.00 £60.00 £61.30
90th Percentile £86.08 £81.58 £72.50
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 17 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 17 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 17 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 -74 278 £550 -12.00% 692
London -58 148 £625 -3.85% 172
UK excluding London -80 144 £500 -9.09% 660
Work from Home -31 100 £625 +11.11% 556
South West +7 48 £500 -9.09% 76
South East -42 39 £525 - 161
North of England -69 16 £295 -50.87% 115
East of England -42 14 £185 -71.54% 123
Scotland -19 13 £622 +46.35% 54
Yorkshire -48 10 £215 -64.12% 36
Midlands -55 7 £463 +63.14% 72
North West -47 6 £374 -33.46% 52
West Midlands -49 6 £463 - 34
Wales -17 5 £475 -17.39% 38
Northern Ireland +1 2 - - 34
East Midlands -23 1 - - 38

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 13 (3.92%) Apache Spark
3 6 (1.81%) Jupyter
4 5 (1.51%) Apache
5 2 (0.60%) 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 9 (2.71%) CPLEX
2 8 (2.41%) Microsoft Excel
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
4 1 (0.30%) SAP ERP
Cloud Services
1 60 (18.07%) AWS
2 52 (15.66%) 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%) Amazon EKS
7 9 (2.71%) GitHub Actions
8 8 (2.41%) Amazon CloudWatch
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%) Firewall
2 6 (1.81%) Multicast
3 5 (1.51%) BIG-IP
3 5 (1.51%) F5 BIG-IP LTM
3 5 (1.51%) Network Security
3 5 (1.51%) SSL
4 4 (1.20%) DNS
4 4 (1.20%) HTTPS
5 3 (0.90%) Reverse Proxy
5 3 (0.90%) TCP/IP
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%) S/MIME
6 2 (0.60%) VPN
6 2 (0.60%) WAN
Database & Business Intelligence
1 17 (5.12%) Big Data
2 15 (4.52%) PostgreSQL
3 13 (3.92%) NoSQL
4 12 (3.61%) Hadoop
5 10 (3.01%) MongoDB
5 10 (3.01%) Power BI
6 8 (2.41%) SQL Server
6 8 (2.41%) Tableau
7 7 (2.11%) KDB
8 6 (1.81%) Relational Database
9 4 (1.20%) Neo4j
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%) RDBMS
11 2 (0.60%) Spark SQL
11 2 (0.60%) TigerGraph
11 2 (0.60%) Weaviate
Development Applications
1 33 (9.94%) Git
2 12 (3.61%) GitLab
3 11 (3.31%) MLflow
4 4 (1.20%) Jenkins
5 3 (0.90%) Gradle
5 3 (0.90%) Maven
6 2 (0.60%) JUnit
6 2 (0.60%) TeamCity
7 1 (0.30%) Bitbucket
7 1 (0.30%) Claude Code
7 1 (0.30%) Cypress.io
7 1 (0.30%) Eclipse
7 1 (0.30%) Hardhat
7 1 (0.30%) IntelliJ
7 1 (0.30%) Octopus Deploy
7 1 (0.30%) Oracle Forms
7 1 (0.30%) Postman
7 1 (0.30%) REST Assured
7 1 (0.30%) SoapUI
7 1 (0.30%) webpack
General
1 68 (20.48%) Social Skills
2 66 (19.88%) Analytical Skills
3 45 (13.55%) Finance
4 34 (10.24%) Banking
5 20 (6.02%) Front Office
6 17 (5.12%) Investment Banking
7 15 (4.52%) 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%) Financial Institution
9 5 (1.51%) 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 82 (24.70%) Developer
2 62 (18.67%) Software Engineer
3 61 (18.37%) Senior
4 39 (11.75%) Data Scientist
5 36 (10.84%) Algorithm Engineer
6 23 (6.93%) Python Developer
7 20 (6.02%) Java Developer
8 17 (5.12%) Senior Developer
9 16 (4.82%) Architect
10 15 (4.52%) Consultant
11 13 (3.92%) C++ Software Engineer
12 12 (3.61%) C++ Developer
13 11 (3.31%) Artificial Intelligence Engineer
13 11 (3.31%) Senior Software Engineer
14 10 (3.01%) SAP Consultant
15 9 (2.71%) Lead
15 9 (2.71%) Quantitative Developer
16 8 (2.41%) Senior Java Developer
16 8 (2.41%) Solutions Architect
17 7 (2.11%) Applications Engineer
Libraries, Frameworks & Software Standards
1 34 (10.24%) Pandas
2 33 (9.94%) PyTorch
3 30 (9.04%) NumPy
4 27 (8.13%) TensorFlow
5 25 (7.53%) scikit-learn
6 22 (6.63%) FIX Protocol
7 20 (6.02%) Kafka
8 15 (4.52%) React
9 13 (3.92%) FastAPI
9 13 (3.92%) Hugging Face
9 13 (3.92%) PySpark
9 13 (3.92%) RESTful
10 12 (3.61%) REST
11 11 (3.31%) Spring
11 11 (3.31%) Spring Boot
12 9 (2.71%) RabbitMQ
12 9 (2.71%) WebSockets
13 8 (2.41%) Flask
13 8 (2.41%) SciPy
13 8 (2.41%) Swagger
Miscellaneous
1 67 (20.18%) Data Structures
2 42 (12.65%) Distributed Systems
3 18 (5.42%) Equities
3 18 (5.42%) Foreign Exchange (FX)
4 16 (4.82%) Derivative
5 14 (4.22%) Cloud Native
6 11 (3.31%) Product Ownership
7 10 (3.01%) AI Agents
8 9 (2.71%) PKI
8 9 (2.71%) Robotics
9 7 (2.11%) IoT
9 7 (2.11%) Legacy Systems
10 6 (1.81%) Data Protection Act
11 5 (1.51%) Self-Motivation
12 4 (1.20%) Distributed Denial-of-Service
12 4 (1.20%) Fixed Income
13 3 (0.90%) Enterprise Software
13 3 (0.90%) Hybrid Cloud
13 3 (0.90%) Reference Data
13 3 (0.90%) Virtual Team
Operating Systems
1 9 (2.71%) 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 83 (25.00%) AI
4 77 (23.19%) CI/CD
5 70 (21.08%) Computer Science
5 70 (21.08%) Problem-Solving
6 68 (20.48%) Data Science
7 55 (16.57%) Analytics
8 45 (13.55%) Mathematics
9 41 (12.35%) Containerisation
10 40 (12.05%) Data Pipeline
11 39 (11.75%) Multithreading
12 36 (10.84%) LLM
13 35 (10.54%) Low Latency
14 34 (10.24%) Data Analysis
15 31 (9.34%) Microservices
15 31 (9.34%) Workflow
16 30 (9.04%) Agile
17 29 (8.73%) Statistics
18 28 (8.43%) Visualisation
Programming Languages
1 151 (45.48%) Python
2 66 (19.88%) Java
3 61 (18.37%) SQL
4 39 (11.75%) C#
5 38 (11.45%) C++
6 29 (8.73%) MATLAB
7 22 (6.63%) TypeScript
8 21 (6.33%) Ada
9 16 (4.82%) R
10 15 (4.52%) PowerShell
11 12 (3.61%) Rust
12 11 (3.31%) Kotlin
13 9 (2.71%) C
13 9 (2.71%) JavaScript
14 6 (1.81%) Go
15 4 (1.20%) Bash
15 4 (1.20%) SPARQL
16 3 (0.90%) Scala
17 2 (0.60%) SystemVerilog
17 2 (0.60%) Tcl
Qualifications
1 61 (18.37%) Degree
2 40 (12.05%) Security Cleared
3 21 (6.33%) SC Cleared
4 18 (5.42%) Master's Degree
5 17 (5.12%) Computer Science Degree
6 16 (4.82%) BPSS Clearance
7 11 (3.31%) PhD
8 7 (2.11%) DBS Check
9 5 (1.51%) Numerate Degree
10 4 (1.20%) DV Cleared
11 3 (0.90%) Cisco Certification
11 3 (0.90%) CISSP
12 2 (0.60%) CCDP
12 2 (0.60%) CCIE
12 2 (0.60%) CESG Certified Professional
12 2 (0.60%) CHECK Team Leader
12 2 (0.60%) CISM
12 2 (0.60%) GIAC
12 2 (0.60%) HNC
12 2 (0.60%) HND
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 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
6 2 (0.60%) JSP 440
6 2 (0.60%) NCSC
6 2 (0.60%) RMADS
7 1 (0.30%) GDPR
System Software
1 41 (12.35%) Docker
2 6 (1.81%) Firmware
3 2 (0.60%) Active Directory
3 2 (0.60%) Apache ZooKeeper
4 1 (0.30%) Oracle RAC
4 1 (0.30%) Squid
Systems Management
1 27 (8.13%) Kubernetes
2 8 (2.41%) Grafana
3 4 (1.20%) Terraform
4 3 (0.90%) Ansible
4 3 (0.90%) Kubeflow
4 3 (0.90%) Single Sign-On
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%) Prometheus
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%) F5
7 5 (1.51%) Oracle
8 4 (1.20%) Splunk
8 4 (1.20%) Thales
9 3 (0.90%) AppDynamics
9 3 (0.90%) Bloomberg
9 3 (0.90%) Charles River
10 2 (0.60%) Fortinet
10 2 (0.60%) Intel
10 2 (0.60%) Juniper
10 2 (0.60%) Xilinx