Algorithms
UK

The table below looks at the prevalence of the term Algorithms in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that cited Algorithms over the 6 months leading up to 13 August 2026, comparing them to the same period in the previous two years.

6 months to
13 Aug 2026
Same period 2025 Same period 2024
Rank 325 213 129
Rank change year-on-year -112 -84 +151
Permanent jobs citing Algorithms 614 771 1,599
As % of all permanent jobs in the UK 0.58% 1.54% 1.92%
As % of the Miscellaneous category 2.21% 3.74% 5.79%
Number of salaries quoted 384 287 454
10th Percentile £33,750 £37,424 £39,075
25th Percentile £45,646 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £65,000 £65,000
Median % change year-on-year - - -7.14%
75th Percentile £81,250 £100,000 £80,000
90th Percentile £100,000 £125,000 £100,000
UK excluding London median annual salary £60,000 £57,500 £60,000
% change year-on-year +4.35% -4.17% -

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 permanent job vacancies requiring generic IT skills.

Permanent vacancies with a requirement for generic IT skills 27,794 20,634 27,593
As % of all permanent jobs advertised in the UK 26.16% 41.32% 33.07%
Number of salaries quoted 17,411 10,365 16,221
10th Percentile £31,125 £28,880 £30,000
25th Percentile £41,250 £37,500 £41,250
Median annual salary (50th Percentile) £57,500 £55,000 £57,500
Median % change year-on-year +4.55% -4.35% -11.54%
75th Percentile £80,000 £77,500 £80,000
90th Percentile £100,000 £105,000 £102,500
UK excluding London median annual salary £52,445 £47,500 £50,000
% change year-on-year +10.41% -5.00% -9.09%

Algorithms
Job Vacancy Trend

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

Algorithms job vacancy trend in the UK

Algorithms
Salary Trend

Salary distribution trend for jobs in the UK citing Algorithms.

Salary distribution trend for jobs in the UK citing Algorithms

Algorithms
Salary Histogram

Salary distribution for jobs citing Algorithms over the 6 months to 13 August 2026.

Salary histogram for Algorithms in the UK

Algorithms
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the UK over the 6 months to 13 August 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -93 558 £65,000 -7.14% 1,212
UK excluding London -107 373 £60,000 +4.35% 532
London -90 210 £90,000 -18.18% 769
Work from Home -75 159 £58,000 -17.85% 436
South East -31 126 £67,500 +8.87% 136
East of England -2 91 £65,000 +18.18% 116
North of England -24 61 £41,982 -30.03% 85
South West -83 45 £56,000 +22.07% 72
Midlands -37 27 £37,500 -37.50% 44
Yorkshire -8 26 £37,500 +7.14% 19
West Midlands -22 21 £37,500 -37.50% 26
North West -8 20 £60,000 -2.04% 51
Scotland -45 19 £39,500 -40.15% 63
North East -44 15 £52,000 -54.78% 17
East Midlands -33 5 £47,500 +75.93% 18
Wales -71 2 £39,500 -36.29% 11
Northern Ireland - 2 £39,500 - 15

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 29 (4.72%) Jupyter
2 15 (2.44%) ArcGIS
3 12 (1.95%) Apache Spark
4 11 (1.79%) CMS
5 9 (1.47%) Apache Airflow
6 6 (0.98%) SAS
7 3 (0.49%) Apache
8 2 (0.33%) Apache Pulsar
8 2 (0.33%) Confluence
9 1 (0.16%) R Markdown
9 1 (0.16%) SharePoint
Applications
1 28 (4.56%) Chatbot
2 11 (1.79%) Simulink
3 3 (0.49%) Blender
3 3 (0.49%) CATIA
3 3 (0.49%) Maya
3 3 (0.49%) Microsoft Excel
4 2 (0.33%) Microsoft Office
4 2 (0.33%) OrCAD
5 1 (0.16%) Microsoft PowerPoint
Business Applications
1 10 (1.63%) Towers Watson Igloo
Cloud Services
1 129 (21.01%) AWS
2 75 (12.21%) Azure
3 34 (5.54%) GCP
4 30 (4.89%) Cloud Computing
5 18 (2.93%) GitHub
6 16 (2.61%) Google Analytics
7 15 (2.44%) SaaS
8 13 (2.12%) Google Ads
9 10 (1.63%) Amazon ECS
9 10 (1.63%) Power Platform
10 8 (1.30%) Amazon EKS
11 7 (1.14%) Snowflake
12 6 (0.98%) Slack
13 5 (0.81%) Prefect
13 5 (0.81%) Virtual Private Cloud
14 4 (0.65%) Amazon SageMaker
14 4 (0.65%) Vertex AI
15 3 (0.49%) Anthropic Claude
15 3 (0.49%) Collibra
15 3 (0.49%) dbt
Communications & Networking
1 20 (3.26%) Broadband
2 13 (2.12%) Multicast
3 8 (1.30%) LTE
4 7 (1.14%) 3GPP
4 7 (1.14%) 5G
4 7 (1.14%) GSM
4 7 (1.14%) Radio Access Network
4 7 (1.14%) RANAP
4 7 (1.14%) SS7
4 7 (1.14%) UMTS
4 7 (1.14%) Wireshark
5 6 (0.98%) Software-Defined Radio
6 4 (0.65%) Internet
6 4 (0.65%) Wireless
7 3 (0.49%) Wi-Fi
8 2 (0.33%) Ethernet
8 2 (0.33%) Firewall
9 1 (0.16%) IPsec
9 1 (0.16%) MQTT
9 1 (0.16%) X.509
Database & Business Intelligence
1 23 (3.75%) Metadata
2 22 (3.58%) GIS
3 21 (3.42%) PostgreSQL
4 16 (2.61%) QGIS
4 16 (2.61%) Spatial Data
5 14 (2.28%) BigQuery
6 13 (2.12%) Big Data
6 13 (2.12%) Elasticsearch
7 11 (1.79%) MongoDB
8 8 (1.30%) Power BI
9 7 (1.14%) Amazon RDS
10 6 (0.98%) NoSQL
11 5 (0.81%) Amazon Athena
11 5 (0.81%) Relational Database
12 4 (0.65%) DynamoDB
12 4 (0.65%) Hadoop
12 4 (0.65%) MySQL
12 4 (0.65%) Redis
12 4 (0.65%) Tableau
13 3 (0.49%) Data Mining
Development Applications
1 71 (11.56%) Git
2 46 (7.49%) Visual Studio Code
3 20 (3.26%) Rational DOORS
4 17 (2.77%) GitLab
4 17 (2.77%) JIRA
5 14 (2.28%) Jenkins
6 7 (1.14%) GCC
6 7 (1.14%) GDB
7 4 (0.65%) CMake
8 3 (0.49%) PetaLinux
8 3 (0.49%) Visual Studio
9 2 (0.33%) MLflow
9 2 (0.33%) Plastic SCM
9 2 (0.33%) TeamCity
10 1 (0.16%) Bitbucket
10 1 (0.16%) Rational Rhapsody
10 1 (0.16%) Valgrind
General
1 156 (25.41%) Finance
2 82 (13.36%) Social Skills
3 77 (12.54%) Analytical Skills
4 57 (9.28%) Inclusion and Diversity
5 54 (8.79%) Marketing
6 53 (8.63%) Retail
7 33 (5.37%) Banking
8 32 (5.21%) Manufacturing
9 26 (4.23%) Electronics
10 25 (4.07%) Aerospace
11 23 (3.75%) Games
11 23 (3.75%) Law
12 21 (3.42%) Advertising
13 19 (3.09%) Front Office
14 16 (2.61%) Legal
15 13 (2.12%) Financial Institution
16 11 (1.79%) Automotive
16 11 (1.79%) Telecoms
17 7 (1.14%) Investment Banking
17 7 (1.14%) Presentation Skills
Job Titles
1 158 (25.73%) Software Engineer
2 132 (21.50%) Senior
3 109 (17.75%) Developer
4 52 (8.47%) Lead
5 47 (7.65%) Python Developer
5 47 (7.65%) Senior Software Engineer
6 40 (6.51%) Senior Developer
7 39 (6.35%) Embedded Engineer
8 37 (6.03%) C++ Software Engineer
9 35 (5.70%) Data Scientist
10 26 (4.23%) Python Engineer
11 24 (3.91%) Artificial Intelligence Programmer
11 24 (3.91%) Programmer
12 23 (3.75%) Trainee
12 23 (3.75%) Trainee Programmer
13 21 (3.42%) FPGA Engineer
14 20 (3.26%) Consultant
14 20 (3.26%) Embedded Software Engineer
14 20 (3.26%) Systems Engineer
15 19 (3.09%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 50 (8.14%) NumPy
1 50 (8.14%) Pandas
2 48 (7.82%) PyTorch
3 33 (5.37%) Boost C++ Libraries
4 32 (5.21%) Hugging Face
4 32 (5.21%) Streamlit
5 31 (5.05%) scikit-learn
6 27 (4.40%) Matplotlib
6 27 (4.40%) React
7 23 (3.75%) HTML
7 23 (3.75%) TensorFlow
8 21 (3.42%) .NET
9 19 (3.09%) CSS
10 17 (2.77%) FIX Protocol
11 16 (2.61%) Django
12 15 (2.44%) REST
13 14 (2.28%) Kafka
14 13 (2.12%) pytest
15 10 (1.63%) Yocto
16 9 (1.47%) Node.js
Miscellaneous
1 91 (14.82%) Data Structures
2 45 (7.33%) Distributed Systems
3 37 (6.03%) Embedded Systems
4 35 (5.70%) Equities
5 29 (4.72%) FPGA
6 22 (3.58%) VHDL
7 21 (3.42%) Product Ownership
8 20 (3.26%) Hedge funds
9 19 (3.09%) Management Information System
9 19 (3.09%) Robotics
10 17 (2.77%) PCIe
11 14 (2.28%) Derivative
11 14 (2.28%) Fixed Income
11 14 (2.28%) Greenfield Project
11 14 (2.28%) Video\Live Streaming
12 12 (1.95%) Driving Licence
13 10 (1.63%) Cloud Native
13 10 (1.63%) NVMe
13 10 (1.63%) Public Cloud
13 10 (1.63%) Renewable Energy
Operating Systems
1 68 (11.07%) Linux
2 13 (2.12%) Windows
3 10 (1.63%) Embedded Linux
4 5 (0.81%) Windows Server 2008
4 5 (0.81%) Windows Server 2012
4 5 (0.81%) Windows Server 2016
4 5 (0.81%) Windows Server 2019
5 4 (0.65%) Robot Operating System
5 4 (0.65%) Unix
5 4 (0.65%) Windows Server
6 1 (0.16%) Android
6 1 (0.16%) Apple iOS
Processes & Methodologies
1 252 (41.04%) Software Engineering
2 193 (31.43%) AI
3 167 (27.20%) Machine Learning
4 154 (25.08%) Computer Science
5 117 (19.06%) Data Science
6 106 (17.26%) Problem-Solving
7 105 (17.10%) Agile
8 101 (16.45%) Analytics
9 72 (11.73%) CI/CD
10 70 (11.40%) OOP
11 68 (11.07%) Mathematics
12 67 (10.91%) OO
12 67 (10.91%) Validation
13 64 (10.42%) Visualisation
14 62 (10.10%) Continuous Improvement
15 61 (9.93%) Test Automation
16 60 (9.77%) Signal Processing
17 58 (9.45%) Mentoring
18 54 (8.79%) Decision-Making
19 53 (8.63%) SDLC
Programming Languages
1 349 (56.84%) Python
2 154 (25.08%) C++
3 59 (9.61%) C
4 50 (8.14%) C#
5 44 (7.17%) SQL
6 37 (6.03%) Java
7 26 (4.23%) TypeScript
8 24 (3.91%) MATLAB
9 23 (3.75%) Rust
10 22 (3.58%) JavaScript
11 17 (2.77%) Embedded C++
11 17 (2.77%) Go
12 14 (2.28%) Embedded C
13 12 (1.95%) Assembly Language
14 11 (1.79%) R
15 4 (0.65%) Bash
15 4 (0.65%) VBA
16 3 (0.49%) Fortran
16 3 (0.49%) Julia
16 3 (0.49%) Shell Script
Qualifications
1 155 (25.24%) Degree
2 69 (11.24%) Security Cleared
3 50 (8.14%) Computer Science Degree
4 38 (6.19%) AWS Certification
5 37 (6.03%) SC Cleared
6 32 (5.21%) Master's Degree
7 30 (4.89%) DV Cleared
8 26 (4.23%) AWS Certified Cloud Practitioner
9 25 (4.07%) PhD
10 20 (3.26%) BPSS Clearance
11 7 (1.14%) Numerate Degree
12 3 (0.49%) AWS Certified Solutions Architect
13 2 (0.33%) DBS Check
13 2 (0.33%) Microsoft Certification
14 1 (0.16%) HND
14 1 (0.16%) ITIL Certification
14 1 (0.16%) Microsoft Certified Professional
Quality Assurance & Compliance
1 46 (7.49%) QA
2 30 (4.89%) Accessibility
3 12 (1.95%) GDPR
4 10 (1.63%) Data Quality
5 9 (1.47%) ISO/IEC 15288
6 6 (0.98%) Automotive SPICE
6 6 (0.98%) ISO 26262
6 6 (0.98%) MISRA
6 6 (0.98%) MISRA C
7 4 (0.65%) Actionable Recommendations
7 4 (0.65%) ISO/IEC 12207
8 1 (0.16%) AUTOSAR
8 1 (0.16%) EMIR
8 1 (0.16%) ISO 9001
8 1 (0.16%) MiFID
System Software
1 54 (8.79%) Docker
2 44 (7.17%) Firmware
3 22 (3.58%) Embedded Firmware
4 5 (0.81%) Active Directory
4 5 (0.81%) Hyper-V
4 5 (0.81%) VMware ESXi
4 5 (0.81%) VMware Infrastructure
5 2 (0.33%) Slurm Workload Manager
6 1 (0.16%) IAG
Systems Management
1 34 (5.54%) Kubernetes
2 17 (2.77%) Terraform
3 6 (0.98%) Kubeflow
4 5 (0.81%) Ansible
4 5 (0.81%) SCCM
4 5 (0.81%) SCOM
4 5 (0.81%) Tivoli Identity Manager
5 3 (0.49%) Argo
5 3 (0.49%) Grafana
5 3 (0.49%) Prometheus
6 1 (0.16%) Functional Safety
Vendors
1 52 (8.47%) Google
2 40 (6.51%) Microsoft
3 12 (1.95%) Screaming Frog
4 11 (1.79%) IBM
4 11 (1.79%) Xilinx
5 10 (1.63%) Altera
6 9 (1.47%) Databricks
7 6 (0.98%) Ahrefs
7 6 (0.98%) Botify
8 5 (0.81%) Dell
8 5 (0.81%) HP
8 5 (0.81%) McAfee
8 5 (0.81%) OpenAI
8 5 (0.81%) TikTok
8 5 (0.81%) VMware
9 3 (0.49%) Dynatrace
9 3 (0.49%) Foundry
9 3 (0.49%) Rockwell
9 3 (0.49%) Sitebulb
9 3 (0.49%) Splunk