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 11 January 2026, comparing them to the same period in the previous two years.

6 months to
11 Jan 2026
Same period 2025 Same period 2024
Rank 274 251 286
Rank change year-on-year -23 +35 +30
Contract jobs citing Algorithms 292 257 281
As % of all contract jobs in England 0.94% 0.95% 0.77%
As % of the Miscellaneous category 2.68% 2.93% 2.45%
Number of daily rates quoted 175 173 200
10th Percentile £335 £375 £400
25th Percentile £423 £450 £511
Median daily rate (50th Percentile) £550 £613 £625
Median % change year-on-year -10.20% -2.00% -10.71%
75th Percentile £738 £688 £750
90th Percentile £1,050 £850 £866
UK median daily rate £550 £600 £625
% change year-on-year -8.33% -4.00% -13.79%
Number of hourly rates quoted 18 16 15
10th Percentile £51.27 £25.23 £35.00
25th Percentile - £46.25 £42.50
Median hourly rate £65.00 £52.50 £57.50
Median % change year-on-year +23.81% -8.70% +1.13%
75th Percentile £71.50 £66.56 £63.52
90th Percentile £79.30 £75.00 £70.70
UK median hourly rate £65.00 £50.00 £57.50
% change year-on-year +30.00% -13.04% +1.13%

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 10,899 8,776 11,449
As % of all contract IT jobs advertised in England 35.02% 32.57% 31.44%
Number of daily rates quoted 6,908 5,287 7,696
10th Percentile £287 £275 £263
25th Percentile £410 £413 £413
Median daily rate (50th Percentile) £513 £550 £550
Median % change year-on-year -6.82% - -4.35%
75th Percentile £638 £675 £675
90th Percentile £738 £784 £775
UK median daily rate £501 £535 £545
% change year-on-year -6.45% -1.83% -0.91%
Number of hourly rates quoted 542 252 506
10th Percentile £14.36 £17.28 £15.37
25th Percentile £18.50 £24.18 £19.99
Median hourly rate £28.56 £37.50 £37.63
Median % change year-on-year -23.83% -0.33% +50.50%
75th Percentile £61.55 £67.27 £63.75
90th Percentile £74.26 £83.20 £75.00
UK median hourly rate £27.50 £34.25 £37.50
% change year-on-year -19.71% -8.67% +50.00%

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 11 January 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 11 January 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 11 January 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 -1 164 £650 +4.00% 117
North of England -25 34 £550 +11.11% 68
East of England -7 30 £345 -43.67% 46
South East +2 26 £550 +6.02% 111
Yorkshire -23 26 £675 - 27
West Midlands -20 17 £538 +34.38% 9
Midlands -34 17 £538 +34.38% 36
South West -21 16 £500 -25.09% 55
North West -35 7 £180 -63.64% 31
North East - 1 £400 - 10
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 13 (4.45%) Apache Spark
2 12 (4.11%) Jupyter
3 11 (3.77%) Apache
4 8 (2.74%) Apache Pig
5 5 (1.71%) Confluence
6 3 (1.03%) IIS
7 2 (0.68%) Apache Airflow
8 1 (0.34%) SharePoint
Applications
1 13 (4.45%) Microsoft Excel
2 8 (2.74%) Chatbot
3 6 (2.05%) Simulink
4 2 (0.68%) LaTeX
Business Applications
1 3 (1.03%) ProductWriter
2 1 (0.34%) Actimize
2 1 (0.34%) Bloomberg AIM
2 1 (0.34%) Fidessa
Cloud Services
1 63 (21.58%) Azure
2 48 (16.44%) AWS
3 27 (9.25%) Power Platform
4 26 (8.90%) GCP
5 19 (6.51%) GitHub
6 13 (4.45%) Azure AKS
7 12 (4.11%) GitHub Copilot
7 12 (4.11%) PaaS
7 12 (4.11%) Serverless
8 9 (3.08%) Azure Functions
8 9 (3.08%) Cloud Computing
9 8 (2.74%) Amazon SageMaker
10 7 (2.40%) Azure Machine Learning
10 7 (2.40%) Vertex AI
11 5 (1.71%) Amazon EKS
12 3 (1.03%) Amazon ECS
12 3 (1.03%) AWS Lambda
13 2 (0.68%) Azure Data Factory
13 2 (0.68%) Azure DevOps
13 2 (0.68%) npm
Communications & Networking
1 5 (1.71%) Ethernet
2 4 (1.37%) Internet
2 4 (1.37%) S/MIME
2 4 (1.37%) SSL
2 4 (1.37%) VPN
3 2 (0.68%) 2G
3 2 (0.68%) 5G
3 2 (0.68%) LTE
3 2 (0.68%) Mobile Backhaul
3 2 (0.68%) SNMP
3 2 (0.68%) SSH
3 2 (0.68%) VoIP
3 2 (0.68%) Wireless
4 1 (0.34%) BIG-IP
4 1 (0.34%) Ethernet VPN
4 1 (0.34%) F5 BIG-IP LTM
4 1 (0.34%) FIX Connectivity
4 1 (0.34%) Reverse Proxy
4 1 (0.34%) SD-WAN
4 1 (0.34%) VXLAN
Database & Business Intelligence
1 25 (8.56%) Power BI
2 21 (7.19%) NoSQL
3 19 (6.51%) Hadoop
4 17 (5.82%) Relational Database
5 15 (5.14%) KDB
6 14 (4.79%) Kdb+
7 13 (4.45%) Big Data
8 12 (4.11%) Tableau
9 11 (3.77%) Data Mining
10 10 (3.42%) PostgreSQL
11 9 (3.08%) Apache Hive
12 7 (2.40%) Elasticsearch
12 7 (2.40%) RDBMS
13 5 (1.71%) MySQL
14 4 (1.37%) DB2
14 4 (1.37%) MemSQL
14 4 (1.37%) MongoDB
14 4 (1.37%) Sybase IQ
15 3 (1.03%) Geospatial Data
15 3 (1.03%) Spatial Data
Development Applications
1 18 (6.16%) Git
2 11 (3.77%) Jenkins
3 10 (3.42%) JIRA
4 8 (2.74%) GitLab
5 5 (1.71%) PyCharm
5 5 (1.71%) QUnit
5 5 (1.71%) Visual Studio
6 3 (1.03%) Artifactory
6 3 (1.03%) Gradle
6 3 (1.03%) JUnit
6 3 (1.03%) Maven
7 2 (0.68%) Cypress.io
7 2 (0.68%) GoCD
7 2 (0.68%) Log4j
7 2 (0.68%) MLflow
7 2 (0.68%) Mockito
7 2 (0.68%) SonarQube
7 2 (0.68%) Sonatype Nexus
7 2 (0.68%) Subversion
7 2 (0.68%) TeamCity
General
1 80 (27.40%) Social Skills
2 60 (20.55%) Finance
3 43 (14.73%) Analytical Skills
4 38 (13.01%) Front Office
5 21 (7.19%) Banking
6 12 (4.11%) Public Sector
7 7 (2.40%) Electronics
8 6 (2.05%) Investment Banking
8 6 (2.05%) Legal
8 6 (2.05%) Manufacturing
8 6 (2.05%) Retail
9 5 (1.71%) Games
9 5 (1.71%) Marketing
9 5 (1.71%) Telecoms
10 4 (1.37%) Publishing
11 3 (1.03%) Law
12 2 (0.68%) Aerospace
12 2 (0.68%) Financial Institution
12 2 (0.68%) Pharmaceutical
13 1 (0.34%) Military
Job Titles
1 96 (32.88%) Developer
2 42 (14.38%) Data Scientist
3 38 (13.01%) Senior
4 28 (9.59%) Software Engineer
5 20 (6.85%) Java Developer
5 20 (6.85%) Python Developer
6 19 (6.51%) C++ Developer
6 19 (6.51%) Quantitative Developer
6 19 (6.51%) Senior Developer
7 18 (6.16%) Artificial Intelligence Engineer
7 18 (6.16%) Lead
8 16 (5.48%) Data Engineer
9 11 (3.77%) C++ Quantitative Developer
9 11 (3.77%) Linux Developer
9 11 (3.77%) Low Latency C++ Developer
9 11 (3.77%) Machine Learning Engineer
10 10 (3.42%) Analyst
10 10 (3.42%) Architect
11 9 (3.08%) Robotics Engineer
11 9 (3.08%) Software Developer
Libraries, Frameworks & Software Standards
1 35 (11.99%) TensorFlow
2 31 (10.62%) scikit-learn
3 30 (10.27%) PyTorch
4 29 (9.93%) Pandas
5 21 (7.19%) NumPy
6 20 (6.85%) FIX Protocol
7 16 (5.48%) RESTful
8 15 (5.14%) .NET
9 13 (4.45%) Semantic Kernel
10 12 (4.11%) React
11 11 (3.77%) Matplotlib
12 10 (3.42%) XGBoost
13 8 (2.74%) HTML
13 8 (2.74%) REST
13 8 (2.74%) XML
14 7 (2.40%) CSS
14 7 (2.40%) Kafka
14 7 (2.40%) Node.js
15 6 (2.05%) JSON
16 5 (1.71%) AngularJS
Miscellaneous
1 61 (20.89%) Data Structures
2 24 (8.22%) Equities
3 22 (7.53%) Distributed Systems
3 22 (7.53%) Foreign Exchange (FX)
4 21 (7.19%) Cloud Native
5 19 (6.51%) Derivative
5 19 (6.51%) Fixed Income
6 12 (4.11%) PKI
6 12 (4.11%) Product Ownership
6 12 (4.11%) Robotics
7 11 (3.77%) Equity Derivative
8 10 (3.42%) FPGA
9 7 (2.40%) Distributed Computing
10 6 (2.05%) Analytical Mindset
10 6 (2.05%) Clustering
10 6 (2.05%) Data Protection Act
11 5 (1.71%) Enterprise Software
11 5 (1.71%) Replication
11 5 (1.71%) Verilog
11 5 (1.71%) VHDL
Operating Systems
1 28 (9.59%) Linux
2 12 (4.11%) Unix
3 2 (0.68%) Android
3 2 (0.68%) Apple iOS
3 2 (0.68%) Windows
3 2 (0.68%) Windows Server
4 1 (0.34%) Robot Operating System
4 1 (0.34%) Solaris
Processes & Methodologies
1 135 (46.23%) Machine Learning
2 84 (28.77%) Data Science
3 75 (25.68%) AI
3 75 (25.68%) Problem-Solving
4 73 (25.00%) Computer Science
5 66 (22.60%) Agile
6 53 (18.15%) Analytics
7 51 (17.47%) Mathematics
8 50 (17.12%) Software Engineering
9 43 (14.73%) Decision-Making
10 42 (14.38%) CI/CD
10 42 (14.38%) Data Pipeline
10 42 (14.38%) LLM
10 42 (14.38%) Visualisation
11 35 (11.99%) Statistics
12 34 (11.64%) Deep Learning
13 33 (11.30%) Low Latency
14 32 (10.96%) Data Engineering
15 31 (10.62%) Natural Language Processing
15 31 (10.62%) Test Automation
Programming Languages
1 163 (55.82%) Python
2 60 (20.55%) SQL
3 54 (18.49%) Java
4 37 (12.67%) C++
5 22 (7.53%) C#
6 19 (6.51%) MATLAB
7 14 (4.79%) TypeScript
8 13 (4.45%) PowerShell
8 13 (4.45%) Scala
9 10 (3.42%) JavaScript
9 10 (3.42%) R
10 8 (2.74%) Bash
11 5 (1.71%) SystemVerilog
11 5 (1.71%) Tcl
12 4 (1.37%) Ada
12 4 (1.37%) Go
13 2 (0.68%) Kotlin
13 2 (0.68%) Rust
13 2 (0.68%) VBA
13 2 (0.68%) VC++
Qualifications
1 64 (21.92%) Degree
2 38 (13.01%) Security Cleared
3 24 (8.22%) SC Cleared
4 23 (7.88%) Computer Science Degree
5 17 (5.82%) Master's Degree
6 13 (4.45%) MCP
7 12 (4.11%) Numerate Degree
8 8 (2.74%) PhD
9 7 (2.40%) CISSP
10 5 (1.71%) CISM
10 5 (1.71%) DV Cleared
10 5 (1.71%) GIAC
10 5 (1.71%) HNC
10 5 (1.71%) HND
11 4 (1.37%) DBS Check
12 3 (1.03%) Postgraduate
13 2 (0.68%) CEH
13 2 (0.68%) Cisco Certification
14 1 (0.34%) CCIE
14 1 (0.34%) ISSAP
Quality Assurance & Compliance
1 16 (5.48%) NIST
2 12 (4.11%) EU AI Act
2 12 (4.11%) QA
3 9 (3.08%) Data Quality
4 6 (2.05%) PCI DSS
5 5 (1.71%) DO-254
5 5 (1.71%) FIPS 140-2
6 4 (1.37%) ISO/IEC 27001
7 3 (1.03%) GDPR
7 3 (1.03%) SLA
8 2 (0.68%) Accessibility
8 2 (0.68%) EMIR
9 1 (0.34%) ISO/IEC 20000
9 1 (0.34%) JSP 440
9 1 (0.34%) NCSC
9 1 (0.34%) RMADS
9 1 (0.34%) Software Quality Assurance
System Software
1 20 (6.85%) Docker
2 6 (2.05%) Firmware
3 3 (1.03%) Virtual Machines
4 1 (0.34%) Active Directory
4 1 (0.34%) Oracle RAC
4 1 (0.34%) Squid
Systems Management
1 25 (8.56%) Kubernetes
2 12 (4.11%) Terraform
3 5 (1.71%) Kibana
3 5 (1.71%) logstash
4 4 (1.37%) ITRS Geneos
5 3 (1.03%) Grafana
6 2 (0.68%) Ansible
6 2 (0.68%) Kubeflow
6 2 (0.68%) Prometheus
6 2 (0.68%) rkt
7 1 (0.34%) Data Guard
7 1 (0.34%) Oracle ZFS
7 1 (0.34%) Rundeck
7 1 (0.34%) Single Sign-On
Vendors
1 35 (11.99%) Microsoft
2 14 (4.79%) Splunk
3 12 (4.11%) Foundry
4 10 (3.42%) Google
4 10 (3.42%) Xilinx
5 7 (2.40%) Databricks
5 7 (2.40%) Thales
6 6 (2.05%) Intel
7 5 (1.71%) Actel
7 5 (1.71%) Altera
7 5 (1.71%) IBM
7 5 (1.71%) Microsemi
7 5 (1.71%) Solace
8 4 (1.37%) Oracle
8 4 (1.37%) TIBCO
9 3 (1.03%) ION Trading
9 3 (1.03%) MathWorks
9 3 (1.03%) SAP
10 2 (0.68%) Cognos
10 2 (0.68%) Sage