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

6 months to
4 Jan 2026
Same period 2025 Same period 2024
Rank 271 248 313
Rank change year-on-year -23 +65 +5
Contract jobs citing Algorithms 349 326 309
As % of all contract jobs in the UK 0.95% 1.01% 0.72%
As % of the Miscellaneous category 2.75% 3.13% 2.30%
Number of daily rates quoted 207 197 219
10th Percentile £335 £375 £382
25th Percentile £412 £448 £500
Median daily rate (50th Percentile) £550 £594 £625
Median % change year-on-year -7.41% -4.96% -13.79%
75th Percentile £738 £676 £740
90th Percentile £1,050 £830 £863
UK excluding London median daily rate £500 £500 £590
% change year-on-year - -15.25% -14.49%
Number of hourly rates quoted 26 19 15
10th Percentile £36.25 £24.83 £35.00
25th Percentile £61.38 £30.94 £42.50
Median hourly rate £65.00 £50.00 £57.50
Median % change year-on-year +30.00% -13.04% +1.13%
75th Percentile £67.00 £61.25 £63.52
90th Percentile £76.63 £75.00 £70.70
UK excluding London median hourly rate £65.00 £48.75 £46.25
% change year-on-year +33.33% +5.41% -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 12,708 10,402 13,423
As % of all contract IT jobs advertised in the UK 34.53% 32.10% 31.21%
Number of daily rates quoted 7,992 6,179 8,908
10th Percentile £281 £265 £263
25th Percentile £406 £409 £413
Median daily rate (50th Percentile) £500 £530 £550
Median % change year-on-year -5.66% -3.64% -
75th Percentile £626 £656 £663
90th Percentile £738 £775 £763
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 619 324 529
10th Percentile £14.22 £18.06 £16.25
25th Percentile £18.23 £23.30 £19.99
Median hourly rate £27.50 £33.27 £40.00
Median % change year-on-year -17.34% -16.83% +34.59%
75th Percentile £61.54 £64.81 £65.00
90th Percentile £75.00 £80.75 £76.57
UK excluding London median hourly rate £27.50 £32.50 £44.50
% change year-on-year -15.38% -26.97% +87.05%

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 4 January 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 4 January 2026.

Hourly rate histogram for Algorithms in the UK

Algorithms
Top 15 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 4 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
England -18 302 £550 -9.76% 808
London -7 165 £650 +4.00% 274
UK excluding London -19 152 £500 - 681
Work from Home -28 75 £575 +21.05% 420
East of England +5 37 £345 -42.50% 125
North of England -37 34 £550 +11.68% 95
South East -4 28 £500 +2.56% 253
Yorkshire -22 26 £675 - 44
Scotland +3 19 £432 +1.71% 34
West Midlands -33 17 £538 +34.38% 32
Midlands -37 17 £538 +34.38% 76
South West -13 16 £500 -25.09% 92
North West -33 7 £180 -63.45% 41
Wales -7 3 - - 14
North East - 1 £400 - 10

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 19 (5.44%) Apache Spark
2 15 (4.30%) Apache
3 12 (3.44%) Jupyter
4 8 (2.29%) Apache Pig
5 6 (1.72%) Apache Airflow
6 5 (1.43%) Confluence
7 3 (0.86%) IIS
8 1 (0.29%) SharePoint
Applications
1 16 (4.58%) Microsoft Excel
2 8 (2.29%) Chatbot
3 6 (1.72%) Simulink
4 3 (0.86%) Microsoft Office
4 3 (0.86%) Microsoft PowerPoint
5 2 (0.57%) LaTeX
6 1 (0.29%) CPLEX
Business Applications
1 3 (0.86%) ProductWriter
2 1 (0.29%) Actimize
2 1 (0.29%) Bloomberg AIM
2 1 (0.29%) Fidessa
Cloud Services
1 72 (20.63%) Azure
2 64 (18.34%) AWS
3 31 (8.88%) Power Platform
4 28 (8.02%) GCP
5 20 (5.73%) Serverless
6 19 (5.44%) GitHub
7 17 (4.87%) Cloud Computing
8 16 (4.58%) Amazon SageMaker
9 13 (3.72%) Azure AKS
10 12 (3.44%) GitHub Copilot
10 12 (3.44%) PaaS
11 11 (3.15%) Amazon S3
11 11 (3.15%) AWS Lambda
12 9 (2.58%) Azure Functions
12 9 (2.58%) Azure Machine Learning
12 9 (2.58%) npm
13 8 (2.29%) Amazon ECS
13 8 (2.29%) Amazon EKS
13 8 (2.29%) AWS CloudFormation
13 8 (2.29%) Snowflake
Communications & Networking
1 5 (1.43%) Ethernet
2 4 (1.15%) Internet
2 4 (1.15%) SSL
2 4 (1.15%) VPN
3 3 (0.86%) HTTP
3 3 (0.86%) S/MIME
4 2 (0.57%) 2G
4 2 (0.57%) 5G
4 2 (0.57%) LTE
4 2 (0.57%) Mobile Backhaul
4 2 (0.57%) Network Security
4 2 (0.57%) SNMP
4 2 (0.57%) SSH
4 2 (0.57%) VoIP
4 2 (0.57%) Wireless
5 1 (0.29%) Ethernet VPN
5 1 (0.29%) F5 BIG-IP LTM
5 1 (0.29%) FIX Connectivity
5 1 (0.29%) SD-WAN
5 1 (0.29%) VXLAN
Database & Business Intelligence
1 29 (8.31%) Power BI
2 21 (6.02%) NoSQL
3 20 (5.73%) Hadoop
4 18 (5.16%) Relational Database
5 15 (4.30%) KDB
5 15 (4.30%) Tableau
6 14 (4.01%) Big Data
6 14 (4.01%) Kdb+
7 11 (3.15%) Data Mining
8 10 (2.87%) PostgreSQL
9 9 (2.58%) Apache Hive
10 8 (2.29%) Data Lake
11 7 (2.01%) Data Warehouse
11 7 (2.01%) Elasticsearch
11 7 (2.01%) RDBMS
12 5 (1.43%) MongoDB
12 5 (1.43%) MySQL
13 4 (1.15%) DB2
13 4 (1.15%) MemSQL
13 4 (1.15%) Sybase IQ
Development Applications
1 26 (7.45%) Git
2 18 (5.16%) GitLab
3 17 (4.87%) JIRA
4 12 (3.44%) Visual Studio
5 11 (3.15%) Jenkins
6 10 (2.87%) Artifactory
7 8 (2.29%) MLflow
8 5 (1.43%) PyCharm
8 5 (1.43%) QUnit
9 4 (1.15%) Cucumber
9 4 (1.15%) JUnit
10 3 (0.86%) Gradle
10 3 (0.86%) Maven
11 2 (0.57%) GoCD
11 2 (0.57%) Log4j
11 2 (0.57%) Mockito
11 2 (0.57%) SonarQube
11 2 (0.57%) Sonatype Nexus
11 2 (0.57%) Subversion
11 2 (0.57%) TeamCity
General
1 108 (30.95%) Social Skills
2 67 (19.20%) Finance
3 49 (14.04%) Analytical Skills
4 38 (10.89%) Front Office
5 31 (8.88%) Banking
6 17 (4.87%) Public Sector
7 11 (3.15%) Manufacturing
8 10 (2.87%) Investment Banking
9 8 (2.29%) Legal
9 8 (2.29%) Retail
10 7 (2.01%) Electronics
11 6 (1.72%) Telecoms
12 5 (1.43%) Games
12 5 (1.43%) Marketing
13 4 (1.15%) Financial Institution
13 4 (1.15%) Influencing Skills
13 4 (1.15%) Law
13 4 (1.15%) Publishing
14 3 (0.86%) Aerospace
15 2 (0.57%) Pharmaceutical
Job Titles
1 105 (30.09%) Developer
2 43 (12.32%) Data Scientist
3 41 (11.75%) Senior
4 32 (9.17%) Software Engineer
5 30 (8.60%) Artificial Intelligence Engineer
6 25 (7.16%) Lead
7 20 (5.73%) Java Developer
8 19 (5.44%) C++ Developer
8 19 (5.44%) Data Engineer
8 19 (5.44%) Python Developer
8 19 (5.44%) Quantitative Developer
8 19 (5.44%) Senior Developer
9 13 (3.72%) Analyst
10 11 (3.15%) Architect
10 11 (3.15%) C++ Quantitative Developer
10 11 (3.15%) Linux Developer
10 11 (3.15%) Low Latency C++ Developer
10 11 (3.15%) Machine Learning Engineer
10 11 (3.15%) Software Developer
11 10 (2.87%) Gen AI Engineer
Libraries, Frameworks & Software Standards
1 46 (13.18%) TensorFlow
2 44 (12.61%) PyTorch
3 37 (10.60%) Pandas
4 35 (10.03%) scikit-learn
5 29 (8.31%) NumPy
6 23 (6.59%) .NET
7 20 (5.73%) FIX Protocol
8 19 (5.44%) React
9 17 (4.87%) RESTful
10 14 (4.01%) CSS
10 14 (4.01%) HTML
11 13 (3.72%) AngularJS
11 13 (3.72%) Node.js
11 13 (3.72%) Semantic Kernel
12 12 (3.44%) REST
13 11 (3.15%) Matplotlib
14 10 (2.87%) .NET Framework
14 10 (2.87%) XGBoost
15 9 (2.58%) PySpark
15 9 (2.58%) Vue
Miscellaneous
1 75 (21.49%) Data Structures
2 32 (9.17%) Distributed Systems
3 24 (6.88%) Equities
4 22 (6.30%) Cloud Native
4 22 (6.30%) Foreign Exchange (FX)
5 19 (5.44%) Derivative
5 19 (5.44%) Fixed Income
6 13 (3.72%) PKI
6 13 (3.72%) Product Ownership
7 12 (3.44%) Distributed Computing
7 12 (3.44%) Robotics
8 11 (3.15%) Equity Derivative
9 10 (2.87%) FPGA
10 8 (2.29%) Clustering
10 8 (2.29%) Data Protection Act
11 6 (1.72%) Analytical Mindset
12 5 (1.43%) Enterprise Software
12 5 (1.43%) Mobile App
12 5 (1.43%) PCIe
12 5 (1.43%) Replication
Operating Systems
1 35 (10.03%) Linux
2 13 (3.72%) Unix
3 3 (0.86%) Android
3 3 (0.86%) Apple iOS
3 3 (0.86%) Windows
4 2 (0.57%) Windows Server
5 1 (0.29%) Robot Operating System
Processes & Methodologies
1 168 (48.14%) Machine Learning
2 99 (28.37%) AI
3 96 (27.51%) Data Science
4 94 (26.93%) Computer Science
5 87 (24.93%) Agile
6 84 (24.07%) Problem-Solving
7 65 (18.62%) CI/CD
8 61 (17.48%) Software Engineering
9 59 (16.91%) LLM
10 58 (16.62%) Analytics
11 56 (16.05%) Mathematics
12 51 (14.61%) Data Pipeline
12 51 (14.61%) Visualisation
13 46 (13.18%) Statistics
14 45 (12.89%) Data Engineering
14 45 (12.89%) Decision-Making
15 39 (11.17%) Deep Learning
16 37 (10.60%) Containerisation
16 37 (10.60%) Data Visualisation
17 34 (9.74%) Natural Language Processing
Programming Languages
1 192 (55.01%) Python
2 66 (18.91%) SQL
3 62 (17.77%) Java
4 46 (13.18%) C++
5 30 (8.60%) C#
6 23 (6.59%) TypeScript
7 19 (5.44%) MATLAB
8 18 (5.16%) JavaScript
9 17 (4.87%) PowerShell
9 17 (4.87%) Scala
10 14 (4.01%) Bash
11 13 (3.72%) R
12 5 (1.43%) SystemVerilog
12 5 (1.43%) Tcl
13 4 (1.15%) Ada
13 4 (1.15%) Go
13 4 (1.15%) Rust
14 2 (0.57%) Kotlin
14 2 (0.57%) Perl
14 2 (0.57%) SPARQL
Qualifications
1 81 (23.21%) Degree
2 43 (12.32%) Security Cleared
3 27 (7.74%) Computer Science Degree
3 27 (7.74%) SC Cleared
4 24 (6.88%) Master's Degree
5 13 (3.72%) MCP
6 12 (3.44%) Numerate Degree
6 12 (3.44%) PhD
7 6 (1.72%) CISSP
8 5 (1.43%) HNC
8 5 (1.43%) HND
9 4 (1.15%) CISM
9 4 (1.15%) DBS Check
9 4 (1.15%) DV Cleared
9 4 (1.15%) GIAC
10 3 (0.86%) Cisco Certification
10 3 (0.86%) Postgraduate
11 2 (0.57%) BPSS Clearance
11 2 (0.57%) CEH
11 2 (0.57%) FFIEC
Quality Assurance & Compliance
1 17 (4.87%) NIST
2 14 (4.01%) QA
3 12 (3.44%) EU AI Act
4 10 (2.87%) Data Quality
5 8 (2.29%) PCI DSS
6 7 (2.01%) Accessibility
7 5 (1.43%) DO-254
7 5 (1.43%) FIPS 140-2
8 3 (0.86%) GDPR
8 3 (0.86%) ISO/IEC 27001
8 3 (0.86%) SLA
9 2 (0.57%) EMIR
10 1 (0.29%) Disclosure Scotland
10 1 (0.29%) ISO/IEC 20000
10 1 (0.29%) JSP 440
10 1 (0.29%) NCSC
10 1 (0.29%) RMADS
10 1 (0.29%) Software Quality Assurance
System Software
1 37 (10.60%) Docker
2 8 (2.29%) Firmware
3 3 (0.86%) Virtual Machines
4 1 (0.29%) Active Directory
4 1 (0.29%) Squid
Systems Management
1 39 (11.17%) Kubernetes
2 20 (5.73%) Terraform
3 9 (2.58%) Ansible
4 7 (2.01%) Grafana
5 5 (1.43%) Kibana
5 5 (1.43%) logstash
6 4 (1.15%) ITRS Geneos
7 3 (0.86%) Single Sign-On
8 2 (0.57%) Kubeflow
8 2 (0.57%) Prometheus
8 2 (0.57%) rkt
9 1 (0.29%) Rundeck
Vendors
1 38 (10.89%) Microsoft
2 16 (4.58%) Databricks
3 15 (4.30%) Splunk
4 13 (3.72%) Foundry
5 11 (3.15%) Google
6 10 (2.87%) Xilinx
7 8 (2.29%) Thales
8 7 (2.01%) TIBCO
9 6 (1.72%) Intel
10 5 (1.43%) Actel
10 5 (1.43%) Altera
10 5 (1.43%) IBM
10 5 (1.43%) Microsemi
10 5 (1.43%) Solace
11 4 (1.15%) SAP
12 3 (0.86%) Delphix
12 3 (0.86%) Dynatrace
12 3 (0.86%) ION Trading
12 3 (0.86%) MathWorks
12 3 (0.86%) Oracle