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 3 November 2025, comparing them to the same period in the previous two years.

6 months to
3 Nov 2025
Same period 2024 Same period 2023
Rank 254 259 319
Rank change year-on-year +5 +60 +7
Contract jobs citing Algorithms 358 334 349
As % of all contract jobs in the UK 1.04% 0.92% 0.74%
As % of the Miscellaneous category 2.92% 3.00% 2.32%
Number of daily rates quoted 229 211 244
10th Percentile £351 £375 £385
25th Percentile £432 £456 £485
Median daily rate (50th Percentile) £550 £594 £650
Median % change year-on-year -7.41% -8.62% -7.14%
75th Percentile £703 £713 £775
90th Percentile £930 £863 £846
UK excluding London median daily rate £508 £500 £575
% change year-on-year +1.50% -13.04% -4.17%
Number of hourly rates quoted 23 17 13
10th Percentile £22.21 £25.60 -
25th Percentile £30.63 £46.25 £35.00
Median hourly rate £67.00 £50.00 £57.50
Median % change year-on-year +34.00% -13.04% +6.98%
75th Percentile £74.01 £71.25 £61.25
90th Percentile £83.00 £75.00 £67.40
UK excluding London median hourly rate £67.00 £50.00 £46.25
% change year-on-year +34.00% +8.11% -18.66%

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 12,264 11,146 15,046
As % of all contract IT jobs advertised in the UK 35.77% 30.70% 32.08%
Number of daily rates quoted 7,544 6,604 10,175
10th Percentile £283 £275 £285
25th Percentile £406 £410 £425
Median daily rate (50th Percentile) £513 £526 £550
Median % change year-on-year -2.57% -4.36% -
75th Percentile £638 £663 £673
90th Percentile £750 £788 £775
UK excluding London median daily rate £475 £495 £500
% change year-on-year -4.04% -1.00% -
Number of hourly rates quoted 669 344 494
10th Percentile £13.50 £16.85 £17.00
25th Percentile £18.00 £22.17 £21.00
Median hourly rate £27.21 £40.00 £43.92
Median % change year-on-year -31.98% -8.93% +62.79%
75th Percentile £50.75 £70.00 £65.00
90th Percentile £72.50 £75.16 £77.50
UK excluding London median hourly rate £26.75 £42.50 £46.18
% change year-on-year -37.06% -7.97% +102.88%

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 3 November 2025.

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 3 November 2025.

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 3 November 2025. 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 -5 298 £550 -8.33% 595
London -3 172 £593 -5.20% 300
UK excluding London +3 148 £508 +1.50% 416
Work from Home -17 83 £547 +0.29% 294
East of England +14 38 £500 +17.65% 61
South East +29 35 £500 -3.61% 231
North of England -35 29 £550 +12.47% 39
Yorkshire -11 22 £638 +29.11% 9
Scotland +15 21 £426 -10.26% 10
Midlands -15 19 £520 +29.88% 37
West Midlands -17 17 £538 +34.38% 18
North West -40 6 £180 -63.19% 19
Wales -2 4 - - 5
South West -13 4 £531 -20.41% 41
East Midlands -15 2 £492 +15.76% 19
North East - 1 £400 - 11

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 24 (6.70%) Apache Spark
2 11 (3.07%) Apache
3 9 (2.51%) Jupyter
4 8 (2.23%) Apache Pig
5 5 (1.40%) Confluence
6 3 (0.84%) Apache Airflow
6 3 (0.84%) IIS
7 2 (0.56%) CMS
7 2 (0.56%) SharePoint
8 1 (0.28%) nginx
Applications
1 10 (2.79%) Microsoft Excel
1 10 (2.79%) Simulink
2 6 (1.68%) Chatbot
3 4 (1.12%) Microsoft Office
3 4 (1.12%) Microsoft PowerPoint
4 2 (0.56%) CPLEX
4 2 (0.56%) Photoshop
4 2 (0.56%) Stateflow
Business Applications
1 3 (0.84%) ProductWriter
2 2 (0.56%) Temenos T24
3 1 (0.28%) Actimize
Cloud Services
1 83 (23.18%) Azure
2 61 (17.04%) AWS
3 29 (8.10%) GCP
3 29 (8.10%) Power Platform
4 19 (5.31%) GitHub
5 16 (4.47%) Serverless
6 14 (3.91%) Cloud Computing
7 13 (3.63%) Azure AKS
8 12 (3.35%) GitHub Copilot
8 12 (3.35%) PaaS
9 11 (3.07%) Amazon SageMaker
10 9 (2.51%) Azure Functions
10 9 (2.51%) npm
11 8 (2.23%) Amazon S3
12 7 (1.96%) AWS Lambda
12 7 (1.96%) Azure DevOps
12 7 (1.96%) Azure Machine Learning
12 7 (1.96%) Vertex AI
13 6 (1.68%) BlazeMeter
13 6 (1.68%) Snowflake
Communications & Networking
1 6 (1.68%) Ethernet
2 5 (1.40%) SSL
2 5 (1.40%) TCP/IP
3 3 (0.84%) HTTP
3 3 (0.84%) Internet
3 3 (0.84%) Wireless
4 2 (0.56%) 5G
4 2 (0.56%) Firewall
4 2 (0.56%) LTE
4 2 (0.56%) Mobile Backhaul
4 2 (0.56%) SNMP
4 2 (0.56%) SSH
5 1 (0.28%) 2G
5 1 (0.28%) 4G
5 1 (0.28%) 5G NR
5 1 (0.28%) FIX Connectivity
5 1 (0.28%) MIMO
5 1 (0.28%) MQTT
5 1 (0.28%) Network Security
5 1 (0.28%) Radio Access Network
Database & Business Intelligence
1 36 (10.06%) NoSQL
2 27 (7.54%) Power BI
3 26 (7.26%) Hadoop
4 19 (5.31%) Tableau
5 17 (4.75%) Big Data
5 17 (4.75%) Relational Database
6 14 (3.91%) KDB
7 13 (3.63%) Kdb+
8 12 (3.35%) MongoDB
9 11 (3.07%) Data Mining
10 10 (2.79%) Apache Hive
11 9 (2.51%) PostgreSQL
12 7 (1.96%) DB2
12 7 (1.96%) Geospatial Data
13 6 (1.68%) Apache Cassandra
13 6 (1.68%) Elasticsearch
13 6 (1.68%) MemSQL
13 6 (1.68%) RDBMS
13 6 (1.68%) Sybase IQ
14 5 (1.40%) GIS
Development Applications
1 43 (12.01%) Git
2 21 (5.87%) JIRA
3 15 (4.19%) Jenkins
4 12 (3.35%) Cucumber
4 12 (3.35%) GitLab
4 12 (3.35%) JUnit
5 10 (2.79%) Artifactory
6 9 (2.51%) Visual Studio
7 7 (1.96%) MLflow
8 5 (1.40%) QUnit
9 4 (1.12%) Cypress.io
9 4 (1.12%) Mockito
9 4 (1.12%) PyCharm
10 3 (0.84%) Gradle
10 3 (0.84%) Maven
10 3 (0.84%) Selenium
10 3 (0.84%) TestNG
10 3 (0.84%) TestRail
10 3 (0.84%) WebDriver
10 3 (0.84%) Zephyr
General
1 135 (37.71%) Social Skills
2 73 (20.39%) Analytical Skills
3 70 (19.55%) Finance
4 39 (10.89%) Banking
5 37 (10.34%) Front Office
6 17 (4.75%) Investment Banking
6 17 (4.75%) Public Sector
7 13 (3.63%) Manufacturing
8 10 (2.79%) Inclusion and Diversity
8 10 (2.79%) Telecoms
9 9 (2.51%) Electronics
9 9 (2.51%) Financial Institution
9 9 (2.51%) Retail
10 8 (2.23%) Games
10 8 (2.23%) Marketing
11 6 (1.68%) Legal
12 4 (1.12%) Back Office
12 4 (1.12%) Documentation Skills
12 4 (1.12%) Influencing Skills
12 4 (1.12%) Publishing
Job Titles
1 123 (34.36%) Developer
2 39 (10.89%) Data Scientist
3 32 (8.94%) Senior
4 25 (6.98%) Lead
5 24 (6.70%) Artificial Intelligence Engineer
6 22 (6.15%) Python Developer
7 21 (5.87%) Data Engineer
7 21 (5.87%) Software Engineer
8 20 (5.59%) Java Developer
9 16 (4.47%) Analyst
9 16 (4.47%) Senior Developer
10 12 (3.35%) Architect
10 12 (3.35%) Quantitative Developer
11 11 (3.07%) Consultant
11 11 (3.07%) Full-Stack Developer
11 11 (3.07%) Machine Learning Engineer
11 11 (3.07%) Scala Developer
11 11 (3.07%) Software Developer
12 10 (2.79%) C++ Developer
13 9 (2.51%) Artificial Intelligence Developer
Libraries, Frameworks & Software Standards
1 50 (13.97%) TensorFlow
2 47 (13.13%) PyTorch
3 39 (10.89%) Pandas
4 37 (10.34%) scikit-learn
5 29 (8.10%) NumPy
6 28 (7.82%) React
7 24 (6.70%) CSS
8 23 (6.42%) .NET
9 20 (5.59%) HTML
10 19 (5.31%) REST
11 17 (4.75%) FIX Protocol
12 16 (4.47%) AngularJS
12 16 (4.47%) RESTful
13 14 (3.91%) Node.js
14 13 (3.63%) Semantic Kernel
14 13 (3.63%) Spring
15 11 (3.07%) .NET Framework
15 11 (3.07%) Kafka
15 11 (3.07%) SQLAlchemy
16 10 (2.79%) Matplotlib
Miscellaneous
1 93 (25.98%) Data Structures
2 25 (6.98%) Distributed Systems
3 21 (5.87%) Cloud Native
3 21 (5.87%) Fixed Income
4 19 (5.31%) Foreign Exchange (FX)
5 18 (5.03%) Distributed Computing
5 18 (5.03%) Product Ownership
6 16 (4.47%) Derivative
7 11 (3.07%) FPGA
8 10 (2.79%) Equities
9 8 (2.23%) PKI
10 7 (1.96%) Enterprise Software
10 7 (1.96%) Self-Motivation
11 6 (1.68%) Analytical Mindset
11 6 (1.68%) Clustering
11 6 (1.68%) Onboarding
11 6 (1.68%) PCIe
11 6 (1.68%) Verilog
12 5 (1.40%) Equity Derivative
12 5 (1.40%) VHDL
Operating Systems
1 33 (9.22%) Linux
2 12 (3.35%) Unix
3 4 (1.12%) Android
4 3 (0.84%) Apple iOS
4 3 (0.84%) Windows
5 2 (0.56%) Windows Server
Processes & Methodologies
1 166 (46.37%) Machine Learning
2 110 (30.73%) Agile
3 107 (29.89%) Computer Science
4 102 (28.49%) AI
5 100 (27.93%) Data Science
6 97 (27.09%) Problem-Solving
7 82 (22.91%) CI/CD
8 80 (22.35%) Software Engineering
9 66 (18.44%) Visualisation
10 64 (17.88%) Analytics
10 64 (17.88%) LLM
11 60 (16.76%) Mathematics
12 49 (13.69%) Data Pipeline
12 49 (13.69%) Decision-Making
13 48 (13.41%) DevOps
14 44 (12.29%) Data Visualisation
15 42 (11.73%) Design Patterns
16 41 (11.45%) Statistics
17 39 (10.89%) Deep Learning
17 39 (10.89%) Scrum
Programming Languages
1 199 (55.59%) Python
2 80 (22.35%) SQL
3 72 (20.11%) Java
4 37 (10.34%) C++
5 34 (9.50%) JavaScript
6 31 (8.66%) TypeScript
7 26 (7.26%) Scala
8 25 (6.98%) C#
9 20 (5.59%) R
10 18 (5.03%) MATLAB
11 14 (3.91%) PowerShell
12 11 (3.07%) Bash
13 6 (1.68%) Haskell
13 6 (1.68%) Rust
13 6 (1.68%) SystemVerilog
13 6 (1.68%) Tcl
14 5 (1.40%) OCaml
15 4 (1.12%) C
15 4 (1.12%) Go
15 4 (1.12%) Shell Script
Qualifications
1 91 (25.42%) Degree
2 37 (10.34%) Security Cleared
3 35 (9.78%) Computer Science Degree
4 32 (8.94%) Master's Degree
5 25 (6.98%) SC Cleared
6 20 (5.59%) PhD
7 13 (3.63%) MCP
8 6 (1.68%) HNC
8 6 (1.68%) HND
9 5 (1.40%) Numerate Degree
10 4 (1.12%) DBS Check
11 3 (0.84%) BPSS Clearance
11 3 (0.84%) Cisco Certification
11 3 (0.84%) CISSP
11 3 (0.84%) GIAC
11 3 (0.84%) ISTQB
11 3 (0.84%) Postgraduate
12 2 (0.56%) CEH
12 2 (0.56%) CREST Certified
12 2 (0.56%) SANS
Quality Assurance & Compliance
1 19 (5.31%) QA
2 18 (5.03%) NIST
3 15 (4.19%) EU AI Act
4 9 (2.51%) Accessibility
4 9 (2.51%) GDPR
5 8 (2.23%) Data Quality
6 6 (1.68%) DO-254
6 6 (1.68%) PCI DSS
7 5 (1.40%) FIPS 140-2
8 3 (0.84%) ISO/IEC 27001
8 3 (0.84%) Software Quality Assurance
9 2 (0.56%) California Consumer Privacy Act
9 2 (0.56%) EMIR
9 2 (0.56%) ISO/IEC 20000
9 2 (0.56%) PMO
10 1 (0.28%) Disclosure Scotland
System Software
1 33 (9.22%) Docker
2 7 (1.96%) Firmware
3 4 (1.12%) Virtual Machines
Systems Management
1 43 (12.01%) Kubernetes
2 14 (3.91%) Terraform
3 13 (3.63%) Ansible
4 10 (2.79%) Grafana
5 4 (1.12%) ITRS Geneos
5 4 (1.12%) Kibana
5 4 (1.12%) logstash
6 3 (0.84%) Kubeflow
7 2 (0.56%) rkt
8 1 (0.28%) Prometheus
8 1 (0.28%) Rundeck
Vendors
1 40 (11.17%) Microsoft
2 20 (5.59%) Splunk
3 15 (4.19%) Google
4 14 (3.91%) Foundry
5 11 (3.07%) Databricks
5 11 (3.07%) Xilinx
6 8 (2.23%) Dynatrace
6 8 (2.23%) TIBCO
7 7 (1.96%) Intel
8 6 (1.68%) Actel
8 6 (1.68%) Altera
8 6 (1.68%) Microsemi
9 4 (1.12%) SAP
9 4 (1.12%) Solace
10 3 (0.84%) Delphix
10 3 (0.84%) Duck Creek
10 3 (0.84%) Guidewire
10 3 (0.84%) ServiceNow
10 3 (0.84%) Thales
11 2 (0.56%) Dataiku