Algorithms Contract Job Trends in England

Algorithms
UK > England

The table below looks at the prevalence of the term Algorithms in contract job vacancies in England. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Algorithms over the 6 months leading up to 2 April 2026, comparing them to the same period in the previous two years.

6 months to
2 Apr 2026
Same period 2025 Same period 2024
Rank 303 260 250
Rank change year-on-year -43 -10 +31
Contract jobs citing Algorithms 298 218 336
As % of all contract jobs in England 0.78% 0.90% 0.89%
As % of the Miscellaneous category 2.35% 2.64% 2.90%
Number of daily rates quoted 166 142 210
10th Percentile £198 £400 £412
25th Percentile £435 £468 £477
Median daily rate (50th Percentile) £550 £625 £595
Median % change year-on-year -12.00% +5.04% -3.84%
75th Percentile £738 £699 £775
90th Percentile £1,050 £850 £913
UK median daily rate £550 £600 £590
% change year-on-year -8.33% +1.69% -9.23%
Number of hourly rates quoted 37 17 53
10th Percentile - £22.72 £41.50
25th Percentile £53.53 £30.00 £52.50
Median hourly rate £65.00 £55.00 £55.00
Median % change year-on-year +18.18% - +120.00%
75th Percentile - £75.00 £58.75
90th Percentile £70.00 £82.42 £67.40
UK median hourly rate £65.00 £48.75 £55.00
% change year-on-year +33.33% -11.36% +120.00%

All Generic Skills
England

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 in England.

Contract vacancies with a requirement for generic IT skills 12,700 8,252 11,569
As % of all contract IT jobs advertised in England 33.20% 34.03% 30.75%
Number of daily rates quoted 8,075 5,415 7,567
10th Percentile £300 £300 £263
25th Percentile £412 £413 £413
Median daily rate (50th Percentile) £513 £540 £550
Median % change year-on-year -5.09% -1.82% -4.35%
75th Percentile £625 £669 £672
90th Percentile £740 £784 £788
UK median daily rate £500 £525 £537
% change year-on-year -4.76% -2.23% -2.36%
Number of hourly rates quoted 631 312 799
10th Percentile £15.79 £16.68 £12.46
25th Percentile £20.00 £22.44 £15.17
Median hourly rate £45.00 £34.50 £27.50
Median % change year-on-year +30.43% +25.45% +22.22%
75th Percentile £70.00 £66.13 £57.50
90th Percentile £85.50 £84.90 £66.80
UK median hourly rate £45.00 £32.50 £27.50
% change year-on-year +38.46% +18.18% +22.30%

Algorithms
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings citing Algorithms relative to all contract IT jobs advertised in England.

Algorithms job vacancy trend in England

Algorithms
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Algorithms.

Contractor daily rate distribution trend for jobs in England citing Algorithms

Algorithms
Daily Rate Histogram in England

Daily rate distribution for jobs citing Algorithms in England over the 6 months to 2 April 2026.

Daily rate histogram for Algorithms in England

Algorithms
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing Algorithms.

Contractor hourly rate distribution trend for jobs in England citing Algorithms

Algorithms
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Algorithms in England over the 6 months to 2 April 2026.

Hourly rate histogram for Algorithms in England

Algorithms
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Algorithms within the England region over the 6 months to 2 April 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
London -10 168 £638 -1.92% 126
South West -3 38 £500 -25.09% 56
South East -47 33 £550 +10.00% 101
East of England -33 23 £345 -46.92% 48
North of England -70 22 £504 -8.41% 56
Yorkshire -44 13 £695 - 15
North West -47 9 £200 -63.64% 28
West Midlands -58 5 £525 - 21
Midlands -61 5 £525 +650.00% 48
Algorithms
UK

Algorithms
Co-Occurring Skills & Capabilities in England 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 12 (4.03%) Apache Airflow
1 12 (4.03%) Apache Spark
2 11 (3.69%) Jupyter
3 5 (1.68%) Apache
4 2 (0.67%) Confluence
5 1 (0.34%) Ethereum
5 1 (0.34%) Solana
Applications
1 15 (5.03%) Microsoft Excel
2 7 (2.35%) Chatbot
3 4 (1.34%) CPLEX
3 4 (1.34%) Microsoft Office
3 4 (1.34%) Simulink
4 3 (1.01%) LaTeX
4 3 (1.01%) Microsoft PowerPoint
Business Applications
1 4 (1.34%) Bloomberg AIM
1 4 (1.34%) Fidessa
1 4 (1.34%) SAP IBP
2 3 (1.01%) ProductWriter
3 1 (0.34%) Actimize
3 1 (0.34%) SAP APO
Cloud Services
1 58 (19.46%) AWS
2 53 (17.79%) Azure
3 29 (9.73%) GCP
4 20 (6.71%) Power Platform
5 14 (4.70%) GitHub
6 10 (3.36%) Amazon SageMaker
6 10 (3.36%) Cloud Computing
7 8 (2.68%) Dagster
7 8 (2.68%) Vertex AI
8 7 (2.35%) Amazon ECS
8 7 (2.35%) Amazon EKS
9 6 (2.01%) Azure Machine Learning
9 6 (2.01%) GitHub Actions
10 5 (1.68%) Serverless
11 4 (1.34%) AWS Lambda
11 4 (1.34%) Azure DevOps
11 4 (1.34%) PaaS
12 3 (1.01%) Amazon S3
12 3 (1.01%) Azure AKS
12 3 (1.01%) dbt
Communications & Networking
1 5 (1.68%) BIG-IP
1 5 (1.68%) F5 BIG-IP LTM
1 5 (1.68%) Firewall
1 5 (1.68%) Network Security
1 5 (1.68%) SSL
2 4 (1.34%) Ethernet
2 4 (1.34%) HTTP
2 4 (1.34%) Internet
2 4 (1.34%) S/MIME
2 4 (1.34%) VPN
3 3 (1.01%) DNS
3 3 (1.01%) HTTPS
3 3 (1.01%) Multicast
3 3 (1.01%) TCP/IP
4 2 (0.67%) BGP
4 2 (0.67%) LAN
4 2 (0.67%) LTE
4 2 (0.67%) MPLS
4 2 (0.67%) VoIP
4 2 (0.67%) WAN
Database & Business Intelligence
1 18 (6.04%) NoSQL
1 18 (6.04%) Power BI
2 14 (4.70%) PostgreSQL
2 14 (4.70%) Relational Database
3 13 (4.36%) Tableau
4 11 (3.69%) KDB
5 10 (3.36%) Big Data
6 7 (2.35%) Kdb+
7 6 (2.01%) RDBMS
8 5 (1.68%) Hadoop
8 5 (1.68%) MySQL
8 5 (1.68%) SQL Server
9 4 (1.34%) MongoDB
10 3 (1.01%) Pinecone
10 3 (1.01%) Weaviate
11 2 (0.67%) Amazon Athena
11 2 (0.67%) Data Warehouse
11 2 (0.67%) Neo4j
12 1 (0.34%) Data Mining
12 1 (0.34%) Star Schema
Development Applications
1 24 (8.05%) Git
2 6 (2.01%) Jenkins
2 6 (2.01%) MLflow
3 5 (1.68%) GitLab
3 5 (1.68%) PyCharm
4 3 (1.01%) Visual Studio
5 2 (0.67%) Cypress.io
5 2 (0.67%) Gradle
5 2 (0.67%) JIRA
5 2 (0.67%) JUnit
5 2 (0.67%) Maven
6 1 (0.34%) Ant
6 1 (0.34%) Eclipse
6 1 (0.34%) IntelliJ
6 1 (0.34%) Octopus Deploy
6 1 (0.34%) Oracle Forms
6 1 (0.34%) Selenium
6 1 (0.34%) SoapUI
6 1 (0.34%) TeamCity
6 1 (0.34%) webpack
General
1 69 (23.15%) Social Skills
2 51 (17.11%) Analytical Skills
3 48 (16.11%) Finance
4 33 (11.07%) Front Office
5 28 (9.40%) Banking
6 13 (4.36%) Public Sector
7 9 (3.02%) Investment Banking
8 8 (2.68%) Aerospace
8 8 (2.68%) Electronics
8 8 (2.68%) Telecoms
9 6 (2.01%) Aviation
9 6 (2.01%) Marketing
9 6 (2.01%) Retail
10 5 (1.68%) Manufacturing
11 4 (1.34%) Documentation Skills
11 4 (1.34%) Games
11 4 (1.34%) Law
11 4 (1.34%) Presentation Skills
11 4 (1.34%) Publishing
12 3 (1.01%) Legal
Job Titles
1 94 (31.54%) Developer
2 48 (16.11%) Software Engineer
3 43 (14.43%) Senior
4 36 (12.08%) Data Scientist
5 28 (9.40%) Python Developer
6 25 (8.39%) Algorithm Engineer
7 20 (6.71%) C++ Developer
7 20 (6.71%) Java Developer
8 18 (6.04%) Quantitative Developer
8 18 (6.04%) Senior Developer
9 17 (5.70%) Lead
10 16 (5.37%) Artificial Intelligence Engineer
11 14 (4.70%) Architect
12 11 (3.69%) C++ Quantitative Developer
12 11 (3.69%) Linux Developer
12 11 (3.69%) Low Latency C++ Developer
13 9 (3.02%) Robotics Engineer
14 8 (2.68%) Senior C++ Developer
15 7 (2.35%) Machine Learning Engineer
15 7 (2.35%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 36 (12.08%) TensorFlow
2 33 (11.07%) PyTorch
2 33 (11.07%) scikit-learn
3 29 (9.73%) Pandas
4 25 (8.39%) NumPy
5 22 (7.38%) FIX Protocol
6 14 (4.70%) React
7 12 (4.03%) Kafka
8 11 (3.69%) Matplotlib
8 11 (3.69%) REST
9 10 (3.36%) Seaborn
10 9 (3.02%) XGBoost
11 8 (2.68%) .NET
11 8 (2.68%) RESTful
11 8 (2.68%) Spring
11 8 (2.68%) Spring Boot
12 7 (2.35%) FastAPI
13 6 (2.01%) HTML
13 6 (2.01%) Hugging Face
13 6 (2.01%) Middleware
Miscellaneous
1 59 (19.80%) Data Structures
2 33 (11.07%) Equities
3 28 (9.40%) Distributed Systems
4 24 (8.05%) Foreign Exchange (FX)
5 19 (6.38%) Derivative
6 16 (5.37%) Robotics
7 12 (4.03%) Cloud Native
8 11 (3.69%) Equity Derivative
9 10 (3.36%) Fixed Income
10 8 (2.68%) PKI
10 8 (2.68%) Product Ownership
11 7 (2.35%) Data Protection Act
12 5 (1.68%) Clustering
12 5 (1.68%) FPGA
12 5 (1.68%) Greenfield Project
13 4 (1.34%) Legacy Systems
13 4 (1.34%) Onboarding
13 4 (1.34%) Online Banking
13 4 (1.34%) PCIe
13 4 (1.34%) Verilog
Operating Systems
1 16 (5.37%) Linux
2 7 (2.35%) Unix
3 2 (0.67%) Windows
4 1 (0.34%) Android
4 1 (0.34%) Embedded Linux
4 1 (0.34%) Robot Operating System
4 1 (0.34%) Solaris
4 1 (0.34%) Windows Server
Processes & Methodologies
1 116 (38.93%) Machine Learning
2 81 (27.18%) AI
3 74 (24.83%) Computer Science
4 70 (23.49%) Software Engineering
5 64 (21.48%) Problem-Solving
6 62 (20.81%) Data Science
7 58 (19.46%) CI/CD
8 57 (19.13%) Analytics
9 51 (17.11%) Agile
10 46 (15.44%) Mathematics
11 37 (12.42%) Low Latency
12 36 (12.08%) Data Pipeline
12 36 (12.08%) Test Automation
13 34 (11.41%) Natural Language Processing
14 33 (11.07%) Multithreading
15 31 (10.40%) Data Analysis
15 31 (10.40%) Data Engineering
15 31 (10.40%) LLM
15 31 (10.40%) Statistics
16 29 (9.73%) Deep Learning
Programming Languages
1 156 (52.35%) Python
2 52 (17.45%) Java
3 51 (17.11%) SQL
4 36 (12.08%) C++
5 28 (9.40%) MATLAB
6 22 (7.38%) C#
7 19 (6.38%) Ada
8 17 (5.70%) TypeScript
9 11 (3.69%) JavaScript
10 10 (3.36%) R
11 8 (2.68%) PowerShell
12 7 (2.35%) Kotlin
13 6 (2.01%) Bash
13 6 (2.01%) C
14 4 (1.34%) Go
14 4 (1.34%) SystemVerilog
14 4 (1.34%) Tcl
15 2 (0.67%) Rust
15 2 (0.67%) Scala
16 1 (0.34%) Data Analysis Expressions
Qualifications
1 63 (21.14%) Degree
2 39 (13.09%) Security Cleared
3 19 (6.38%) Master's Degree
3 19 (6.38%) SC Cleared
4 18 (6.04%) Computer Science Degree
5 12 (4.03%) PhD
6 11 (3.69%) Numerate Degree
7 8 (2.68%) DBS Check
8 6 (2.01%) DV Cleared
9 5 (1.68%) BPSS Clearance
9 5 (1.68%) CISSP
10 4 (1.34%) CISM
10 4 (1.34%) GIAC
10 4 (1.34%) HNC
10 4 (1.34%) HND
10 4 (1.34%) Microsoft Certified Professional
11 3 (1.01%) Cisco Certification
12 2 (0.67%) CCDP
12 2 (0.67%) CCIE
12 2 (0.67%) CCIE Security
Quality Assurance & Compliance
1 13 (4.36%) QA
2 8 (2.68%) Data Quality
2 8 (2.68%) NIST
3 5 (1.68%) Accessibility
3 5 (1.68%) ISO/IEC 27001
4 4 (1.34%) DO-254
5 3 (1.01%) EU AI Act
5 3 (1.01%) SLA
6 2 (0.67%) JSP 440
6 2 (0.67%) NCSC
6 2 (0.67%) RMADS
7 1 (0.34%) GDPR
7 1 (0.34%) PCI DSS
System Software
1 25 (8.39%) Docker
2 5 (1.68%) Firmware
3 1 (0.34%) Active Directory
3 1 (0.34%) Oracle RAC
3 1 (0.34%) Squid
Systems Management
1 17 (5.70%) Kubernetes
2 11 (3.69%) Terraform
3 6 (2.01%) Grafana
4 3 (1.01%) Kubeflow
5 2 (0.67%) Prometheus
6 1 (0.34%) Ansible
6 1 (0.34%) Data Guard
6 1 (0.34%) HP Fortify
6 1 (0.34%) Kibana
6 1 (0.34%) logstash
6 1 (0.34%) Oracle ZFS
6 1 (0.34%) Single Sign-On
Vendors
1 18 (6.04%) Microsoft
2 12 (4.03%) IBM
3 10 (3.36%) Databricks
4 9 (3.02%) Google
5 8 (2.68%) MathWorks
6 6 (2.01%) SAP
6 6 (2.01%) Solace
7 5 (1.68%) F5
7 5 (1.68%) Oracle
8 4 (1.34%) Actel
8 4 (1.34%) Altera
8 4 (1.34%) AppDynamics
8 4 (1.34%) Bloomberg
8 4 (1.34%) Charles River
8 4 (1.34%) Intel
8 4 (1.34%) ION Trading
8 4 (1.34%) Microsemi
8 4 (1.34%) Splunk
8 4 (1.34%) Thales
8 4 (1.34%) Xilinx