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

6 months to
18 Apr 2026
Same period 2025 Same period 2024
Rank 306 257 248
Rank change year-on-year -49 -9 +38
Contract jobs citing Algorithms 299 234 341
As % of all contract jobs in England 0.76% 0.96% 0.92%
As % of the Miscellaneous category 2.32% 2.81% 2.96%
Number of daily rates quoted 162 154 217
10th Percentile £194 £404 £400
25th Percentile £388 £491 £475
Median daily rate (50th Percentile) £550 £625 £590
Median % change year-on-year -12.00% +5.93% -3.12%
75th Percentile £726 £699 £725
90th Percentile £924 £850 £890
UK median daily rate £550 £588 £588
% change year-on-year -6.38% - -6.75%
Number of hourly rates quoted 45 17 54
10th Percentile £53.53 £22.72 £41.63
25th Percentile - £30.00 £52.50
Median hourly rate £65.00 £55.00 £55.00
Median % change year-on-year +18.18% - +109.52%
75th Percentile £67.50 £75.00 £58.75
90th Percentile £72.56 £82.42 £67.10
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 12,871 8,316 11,538
As % of all contract IT jobs advertised in England 32.65% 33.95% 30.98%
Number of daily rates quoted 8,159 5,460 7,540
10th Percentile £300 £300 £263
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £513 £546 £550
Median % change year-on-year -6.14% -0.73% -4.35%
75th Percentile £625 £675 £675
90th Percentile £749 £788 £798
UK median daily rate £500 £525 £538
% change year-on-year -4.76% -2.33% -2.27%
Number of hourly rates quoted 658 312 822
10th Percentile £16.01 £16.67 £12.25
25th Percentile £21.06 £22.72 £15.14
Median hourly rate £45.46 £35.95 £27.75
Median % change year-on-year +26.47% +29.53% +23.42%
75th Percentile £70.00 £65.25 £58.70
90th Percentile £85.40 £85.00 £67.50
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 18 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 18 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 18 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 -18 161 £625 -3.85% 87
South West +3 44 £500 -25.09% 36
South East -32 36 £550 +10.00% 82
East of England -36 24 £345 -46.92% 37
North of England -74 20 £215 -60.86% 40
Yorkshire -45 12 £600 - 11
North West -62 8 £205 -62.73% 17
West Midlands -59 6 £463 - 11
Midlands -63 6 £463 +560.71% 23
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 (4.01%) Apache Airflow
2 11 (3.68%) Apache Spark
3 8 (2.68%) Jupyter
4 4 (1.34%) Apache
5 2 (0.67%) Confluence
6 1 (0.33%) Ethereum
6 1 (0.33%) Solana
Applications
1 13 (4.35%) Microsoft Excel
2 5 (1.67%) CPLEX
3 4 (1.34%) Chatbot
3 4 (1.34%) Microsoft Office
3 4 (1.34%) Simulink
4 3 (1.00%) LaTeX
4 3 (1.00%) Microsoft PowerPoint
Business Applications
1 6 (2.01%) SAP IBP
2 4 (1.34%) Bloomberg AIM
2 4 (1.34%) Fidessa
2 4 (1.34%) ProductWriter
3 1 (0.33%) Actimize
3 1 (0.33%) SAP APO
Cloud Services
1 51 (17.06%) AWS
2 43 (14.38%) Azure
3 26 (8.70%) GCP
4 18 (6.02%) Power Platform
5 10 (3.34%) Amazon SageMaker
6 9 (3.01%) GitHub
7 8 (2.68%) Dagster
7 8 (2.68%) Vertex AI
8 7 (2.34%) Amazon ECS
8 7 (2.34%) Amazon EKS
9 6 (2.01%) GitHub Actions
10 5 (1.67%) Azure DevOps
10 5 (1.67%) Cloud Computing
11 4 (1.34%) AWS Lambda
11 4 (1.34%) Azure Machine Learning
11 4 (1.34%) Serverless
12 3 (1.00%) Amazon S3
12 3 (1.00%) dbt
12 3 (1.00%) Google Gemini
12 3 (1.00%) IBM Watson
Communications & Networking
1 7 (2.34%) HTTP
2 5 (1.67%) BIG-IP
2 5 (1.67%) F5 BIG-IP LTM
2 5 (1.67%) Firewall
2 5 (1.67%) Network Security
2 5 (1.67%) SSL
3 4 (1.34%) Ethernet
3 4 (1.34%) S/MIME
3 4 (1.34%) VPN
4 3 (1.00%) DNS
4 3 (1.00%) HTTPS
4 3 (1.00%) Multicast
4 3 (1.00%) TCP/IP
5 2 (0.67%) BGP
5 2 (0.67%) Internet
5 2 (0.67%) IPsec
5 2 (0.67%) LAN
5 2 (0.67%) MPLS
5 2 (0.67%) OSPF
5 2 (0.67%) WAN
Database & Business Intelligence
1 16 (5.35%) Power BI
2 14 (4.68%) NoSQL
3 12 (4.01%) Tableau
4 11 (3.68%) PostgreSQL
5 9 (3.01%) Relational Database
6 8 (2.68%) Big Data
6 8 (2.68%) KDB
7 6 (2.01%) SQL Server
8 5 (1.67%) Hadoop
8 5 (1.67%) MongoDB
9 4 (1.34%) Kdb+
10 3 (1.00%) Pinecone
10 3 (1.00%) RDBMS
10 3 (1.00%) Weaviate
11 2 (0.67%) Amazon Athena
11 2 (0.67%) Data Lake
11 2 (0.67%) Data Warehouse
11 2 (0.67%) MySQL
11 2 (0.67%) Neo4j
12 1 (0.33%) Amazon QuickSight
Development Applications
1 21 (7.02%) Git
2 9 (3.01%) GitLab
3 6 (2.01%) MLflow
4 3 (1.00%) Jenkins
4 3 (1.00%) Visual Studio
5 2 (0.67%) Gradle
5 2 (0.67%) JIRA
5 2 (0.67%) JUnit
5 2 (0.67%) Maven
5 2 (0.67%) PyCharm
6 1 (0.33%) Ant
6 1 (0.33%) Cypress.io
6 1 (0.33%) Hardhat
6 1 (0.33%) Octopus Deploy
6 1 (0.33%) Postman
6 1 (0.33%) REST Assured
6 1 (0.33%) Selenium
6 1 (0.33%) SoapUI
6 1 (0.33%) TeamCity
6 1 (0.33%) webpack
General
1 55 (18.39%) Social Skills
2 49 (16.39%) Analytical Skills
3 45 (15.05%) Finance
4 29 (9.70%) Banking
5 28 (9.36%) Front Office
6 12 (4.01%) Investment Banking
7 9 (3.01%) Public Sector
8 8 (2.68%) Aerospace
9 7 (2.34%) Electronics
10 6 (2.01%) Aviation
10 6 (2.01%) Retail
10 6 (2.01%) Telecoms
11 4 (1.34%) Documentation Skills
11 4 (1.34%) Games
11 4 (1.34%) Law
12 3 (1.00%) Legal
12 3 (1.00%) Manufacturing
12 3 (1.00%) Marketing
12 3 (1.00%) Presentation Skills
12 3 (1.00%) Publishing
Job Titles
1 85 (28.43%) Developer
2 57 (19.06%) Software Engineer
3 38 (12.71%) Senior
4 34 (11.37%) Data Scientist
5 28 (9.36%) Algorithm Engineer
6 27 (9.03%) Python Developer
7 19 (6.35%) C++ Developer
7 19 (6.35%) Java Developer
8 17 (5.69%) Quantitative Developer
9 15 (5.02%) Architect
9 15 (5.02%) Lead
10 14 (4.68%) Artificial Intelligence Engineer
11 11 (3.68%) Senior Developer
12 10 (3.34%) C++ Quantitative Developer
12 10 (3.34%) Linux Developer
12 10 (3.34%) Low Latency C++ Developer
13 9 (3.01%) C++ Software Engineer
13 9 (3.01%) Robotics Engineer
14 8 (2.68%) Consultant
14 8 (2.68%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 32 (10.70%) scikit-learn
2 30 (10.03%) PyTorch
2 30 (10.03%) TensorFlow
3 23 (7.69%) Pandas
4 22 (7.36%) FIX Protocol
5 19 (6.35%) NumPy
6 14 (4.68%) Kafka
7 12 (4.01%) React
8 11 (3.68%) Matplotlib
9 10 (3.34%) Seaborn
9 10 (3.34%) Spring
9 10 (3.34%) Spring Boot
10 9 (3.01%) REST
11 8 (2.68%) XGBoost
12 7 (2.34%) RESTful
13 6 (2.01%) .NET
13 6 (2.01%) FastAPI
13 6 (2.01%) Hugging Face
13 6 (2.01%) LangChain
13 6 (2.01%) Middleware
Miscellaneous
1 56 (18.73%) Data Structures
2 29 (9.70%) Equities
3 28 (9.36%) Distributed Systems
4 20 (6.69%) Foreign Exchange (FX)
5 18 (6.02%) Derivative
5 18 (6.02%) Robotics
6 11 (3.68%) Cloud Native
7 9 (3.01%) Equity Derivative
8 8 (2.68%) PKI
8 8 (2.68%) Product Ownership
9 7 (2.34%) Data Protection Act
9 7 (2.34%) Fixed Income
10 6 (2.01%) AI Agents
11 5 (1.67%) FPGA
11 5 (1.67%) Legacy Systems
12 4 (1.34%) Distributed Denial-of-Service
12 4 (1.34%) Hybrid Cloud
12 4 (1.34%) PCIe
12 4 (1.34%) Smartcard
12 4 (1.34%) Verilog
Operating Systems
1 15 (5.02%) Linux
2 7 (2.34%) Unix
3 1 (0.33%) Android
3 1 (0.33%) Embedded Linux
3 1 (0.33%) Robot Operating System
3 1 (0.33%) Solaris
3 1 (0.33%) Windows
Processes & Methodologies
1 108 (36.12%) Machine Learning
2 81 (27.09%) Software Engineering
3 77 (25.75%) AI
4 72 (24.08%) Computer Science
5 59 (19.73%) CI/CD
6 54 (18.06%) Analytics
6 54 (18.06%) Data Science
7 52 (17.39%) Problem-Solving
8 40 (13.38%) Mathematics
9 39 (13.04%) Agile
10 37 (12.37%) Low Latency
11 33 (11.04%) Data Pipeline
11 33 (11.04%) Multithreading
12 30 (10.03%) Data Analysis
12 30 (10.03%) Test Automation
13 29 (9.70%) Natural Language Processing
14 28 (9.36%) Containerisation
15 27 (9.03%) LLM
16 26 (8.70%) Visualisation
17 25 (8.36%) Data Engineering
Programming Languages
1 141 (47.16%) Python
2 53 (17.73%) Java
3 48 (16.05%) SQL
4 38 (12.71%) C++
5 30 (10.03%) MATLAB
6 28 (9.36%) C#
7 21 (7.02%) Ada
8 18 (6.02%) TypeScript
9 9 (3.01%) R
10 8 (2.68%) C
10 8 (2.68%) JavaScript
11 7 (2.34%) Kotlin
12 6 (2.01%) PowerShell
13 5 (1.67%) Rust
14 4 (1.34%) SystemVerilog
14 4 (1.34%) Tcl
15 3 (1.00%) Bash
15 3 (1.00%) Go
16 1 (0.33%) Data Analysis Expressions
16 1 (0.33%) Scala
Qualifications
1 53 (17.73%) Degree
2 36 (12.04%) Security Cleared
3 19 (6.35%) SC Cleared
4 16 (5.35%) Computer Science Degree
5 15 (5.02%) Master's Degree
6 9 (3.01%) Numerate Degree
6 9 (3.01%) PhD
7 7 (2.34%) BPSS Clearance
7 7 (2.34%) DBS Check
8 6 (2.01%) DV Cleared
9 5 (1.67%) CISSP
10 4 (1.34%) CISM
10 4 (1.34%) GIAC
10 4 (1.34%) HNC
10 4 (1.34%) HND
11 3 (1.00%) Cisco Certification
12 2 (0.67%) CCDP
12 2 (0.67%) CCIE
12 2 (0.67%) CESG Certified Professional
12 2 (0.67%) Microsoft Certified Professional
Quality Assurance & Compliance
1 12 (4.01%) QA
2 9 (3.01%) Data Quality
3 7 (2.34%) Accessibility
4 6 (2.01%) NIST
5 5 (1.67%) ISO/IEC 27001
6 4 (1.34%) DO-254
7 3 (1.00%) SLA
8 2 (0.67%) JSP 440
8 2 (0.67%) NCSC
8 2 (0.67%) RMADS
9 1 (0.33%) EU AI Act
9 1 (0.33%) GDPR
9 1 (0.33%) PCI DSS
System Software
1 29 (9.70%) Docker
2 5 (1.67%) Firmware
3 1 (0.33%) Active Directory
3 1 (0.33%) Oracle RAC
3 1 (0.33%) Squid
Systems Management
1 16 (5.35%) Kubernetes
2 7 (2.34%) Terraform
3 6 (2.01%) Grafana
4 3 (1.00%) Kubeflow
5 2 (0.67%) Prometheus
6 1 (0.33%) Ansible
6 1 (0.33%) Data Guard
6 1 (0.33%) HP Fortify
6 1 (0.33%) Istio
6 1 (0.33%) Kibana
6 1 (0.33%) logstash
6 1 (0.33%) Oracle ZFS
6 1 (0.33%) Single Sign-On
Vendors
1 16 (5.35%) Microsoft
2 14 (4.68%) IBM
3 10 (3.34%) Databricks
3 10 (3.34%) Google
3 10 (3.34%) MathWorks
4 7 (2.34%) SAP
4 7 (2.34%) Solace
5 5 (1.67%) F5
5 5 (1.67%) Oracle
6 4 (1.34%) Actel
6 4 (1.34%) Altera
6 4 (1.34%) AppDynamics
6 4 (1.34%) Bloomberg
6 4 (1.34%) Charles River
6 4 (1.34%) Intel
6 4 (1.34%) ION Trading
6 4 (1.34%) Microsemi
6 4 (1.34%) Splunk
6 4 (1.34%) Thales
6 4 (1.34%) Xilinx