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 2 October 2026, comparing them to the same period in the previous two years.

6 months to
2 Oct 2026
Same period 2025 Same period 2024
Rank 364 240 204
Rank change year-on-year -124 -36 +84
Permanent jobs citing Algorithms 588 634 1,007
As % of all permanent jobs in the UK 0.50% 1.28% 1.34%
As % of the Miscellaneous category 1.87% 3.12% 4.19%
Number of salaries quoted 361 250 412
10th Percentile £34,250 £37,357 £39,500
25th Percentile £52,000 £47,500 £51,250
Median annual salary (50th Percentile) £65,000 £70,600 £65,000
Median % change year-on-year -7.93% +8.62% -7.52%
75th Percentile £81,250 £105,000 £82,500
90th Percentile £100,000 £137,500 £101,125
UK excluding London median annual salary £65,000 £55,000 £60,000
% change year-on-year +18.18% -8.33% -

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 31,435 20,329 24,012
As % of all permanent jobs advertised in the UK 26.61% 40.99% 32.03%
Number of salaries quoted 19,419 10,189 12,169
10th Percentile £31,000 £28,500 £32,000
25th Percentile £41,063 £36,250 £44,250
Median annual salary (50th Percentile) £56,500 £55,000 £60,000
Median % change year-on-year +2.73% -8.33% -4.00%
75th Percentile £80,000 £77,500 £82,500
90th Percentile £100,000 £102,500 £110,000
UK excluding London median annual salary £52,000 £45,000 £52,500
% change year-on-year +15.56% -14.29% -4.55%

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 2 October 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 2 October 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 -86 553 £67,500 -4.39% 1,678
UK excluding London -72 407 £65,000 +18.18% 737
London -136 165 £82,500 -25.00% 1,039
South East -11 151 £70,000 +10.85% 174
Work from Home -37 148 £58,000 -17.85% 556
East of England +7 119 £65,000 +18.18% 162
North of England -41 47 £52,000 +41.50% 107
South West -62 41 £61,250 +24.37% 104
Midlands -37 29 £67,500 +8.00% 80
Yorkshire -17 22 £32,500 -7.14% 27
West Midlands -35 17 £67,500 +22.73% 46
Scotland -53 17 £39,500 -31.30% 79
North East -50 13 £60,000 -47.83% 16
East Midlands -32 12 £81,250 +25.00% 34
North West -36 12 £60,000 +33.33% 66
Northern Ireland - 2 £39,500 - 19
Wales -80 1 £39,500 -44.05% 19

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 14 (2.38%) Apache Spark
2 6 (1.02%) SAS
3 5 (0.85%) Apache Airflow
3 5 (0.85%) CMS
4 4 (0.68%) Jupyter
5 3 (0.51%) Apache
6 2 (0.34%) Apache Pulsar
7 1 (0.17%) Confluence
7 1 (0.17%) Kinematics
7 1 (0.17%) R Markdown
7 1 (0.17%) SharePoint
7 1 (0.17%) WordPress
Applications
1 23 (3.91%) Simulink
2 5 (0.85%) Chatbot
3 4 (0.68%) Mathematica
4 3 (0.51%) Blender
4 3 (0.51%) Maya
5 2 (0.34%) Microsoft Excel
6 1 (0.17%) Adobe Premiere
6 1 (0.17%) CATIA
6 1 (0.17%) Microsoft Office
Business Applications
1 10 (1.70%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 74 (12.59%) AWS
2 53 (9.01%) Azure
3 27 (4.59%) GCP
4 19 (3.23%) GitHub
5 15 (2.55%) Google Ads
5 15 (2.55%) Google Analytics
6 13 (2.21%) Amazon ECS
7 12 (2.04%) SaaS
8 9 (1.53%) Cloud Computing
9 8 (1.36%) Power Platform
9 8 (1.36%) Snowflake
10 5 (0.85%) Vertex AI
10 5 (0.85%) Virtual Private Cloud
11 4 (0.68%) Amazon EKS
11 4 (0.68%) AWS Lambda
11 4 (0.68%) Azure Data Factory
11 4 (0.68%) Serverless
11 4 (0.68%) Slack
12 3 (0.51%) Azure DevOps
12 3 (0.51%) Collibra
Communications & Networking
1 13 (2.21%) Multicast
1 13 (2.21%) Wireless
2 11 (1.87%) Broadband
2 11 (1.87%) LTE
3 9 (1.53%) 5G
4 7 (1.19%) 3GPP
4 7 (1.19%) GSM
4 7 (1.19%) Radio Access Network
4 7 (1.19%) RANAP
4 7 (1.19%) Software-Defined Radio
4 7 (1.19%) SS7
4 7 (1.19%) UMTS
4 7 (1.19%) Wireshark
5 3 (0.51%) Ethernet
5 3 (0.51%) Internet
5 3 (0.51%) Wi-Fi
6 2 (0.34%) Firewall
7 1 (0.17%) MQTT
7 1 (0.17%) Remote Desktop
7 1 (0.17%) RS-422
Database & Business Intelligence
1 20 (3.40%) Metadata
2 19 (3.23%) Big Data
3 16 (2.72%) PostgreSQL
4 8 (1.36%) Amazon RDS
4 8 (1.36%) Power BI
5 6 (1.02%) GIS
6 5 (0.85%) MySQL
6 5 (0.85%) NoSQL
6 5 (0.85%) Relational Database
7 4 (0.68%) BigQuery
7 4 (0.68%) Hadoop
7 4 (0.68%) KDB
7 4 (0.68%) MongoDB
7 4 (0.68%) Redis
7 4 (0.68%) Tableau
8 3 (0.51%) Data Lake
8 3 (0.51%) Data Warehouse
8 3 (0.51%) DynamoDB
8 3 (0.51%) Elasticsearch
9 2 (0.34%) Amazon Redshift
Development Applications
1 69 (11.73%) Git
2 21 (3.57%) Visual Studio Code
3 19 (3.23%) Rational DOORS
4 17 (2.89%) GitLab
5 16 (2.72%) JIRA
6 13 (2.21%) Jenkins
7 7 (1.19%) GCC
7 7 (1.19%) GDB
8 5 (0.85%) MLflow
8 5 (0.85%) PetaLinux
9 4 (0.68%) CMake
10 3 (0.51%) Visual Studio
11 2 (0.34%) Plastic SCM
11 2 (0.34%) Rational Rhapsody
11 2 (0.34%) TeamCity
12 1 (0.17%) QUnit
12 1 (0.17%) Subversion
12 1 (0.17%) Valgrind
General
1 119 (20.24%) Finance
2 100 (17.01%) Social Skills
3 63 (10.71%) Analytical Skills
4 59 (10.03%) Inclusion and Diversity
5 48 (8.16%) Marketing
6 40 (6.80%) Banking
7 31 (5.27%) Aerospace
8 29 (4.93%) Electronics
9 27 (4.59%) Retail
10 24 (4.08%) Law
11 23 (3.91%) Advertising
12 13 (2.21%) Financial Institution
12 13 (2.21%) Front Office
12 13 (2.21%) Telecoms
13 11 (1.87%) Games
13 11 (1.87%) Legal
14 10 (1.70%) Manufacturing
15 8 (1.36%) Automotive
15 8 (1.36%) Military
16 7 (1.19%) Investment Banking
Job Titles
1 153 (26.02%) Software Engineer
2 123 (20.92%) Senior
3 78 (13.27%) Developer
4 63 (10.71%) Lead
5 45 (7.65%) Senior Software Engineer
6 41 (6.97%) Embedded Engineer
7 38 (6.46%) Data Scientist
8 33 (5.61%) C++ Software Engineer
9 27 (4.59%) FPGA Engineer
9 27 (4.59%) Python Engineer
10 26 (4.42%) Python Developer
10 26 (4.42%) Senior Developer
11 21 (3.57%) Embedded Software Engineer
11 21 (3.57%) Python Software Engineer
11 21 (3.57%) Senior Embedded Engineer
12 20 (3.40%) Systems Engineer
13 18 (3.06%) Principal Engineer
13 18 (3.06%) SEO Specialist
14 17 (2.89%) Architect
15 15 (2.55%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 32 (5.44%) PyTorch
2 28 (4.76%) .NET
3 27 (4.59%) HTML
3 27 (4.59%) React
4 26 (4.42%) CSS
5 25 (4.25%) Boost C++ Libraries
6 23 (3.91%) TensorFlow
7 17 (2.89%) FIX Protocol
8 16 (2.72%) NumPy
8 16 (2.72%) Pandas
9 15 (2.55%) STL
10 14 (2.38%) Kafka
10 14 (2.38%) Terraform
10 14 (2.38%) Yocto
11 13 (2.21%) pytest
12 10 (1.70%) Hugging Face
13 9 (1.53%) Node.js
14 8 (1.36%) Flask
14 8 (1.36%) REST
14 8 (1.36%) scikit-learn
Miscellaneous
1 77 (13.10%) Data Structures
2 45 (7.65%) Embedded Systems
2 45 (7.65%) FPGA
3 36 (6.12%) Robotics
4 30 (5.10%) Distributed Systems
5 29 (4.93%) Equities
6 25 (4.25%) VHDL
7 22 (3.74%) PCIe
8 16 (2.72%) Product Ownership
9 15 (2.55%) Fixed Income
10 14 (2.38%) Derivative
10 14 (2.38%) Management Information System
10 14 (2.38%) Verilog
11 13 (2.21%) Hedge funds
12 12 (2.04%) Cloud Native
13 10 (1.70%) ASIC
13 10 (1.70%) NVMe
13 10 (1.70%) Renewable Energy
14 9 (1.53%) Device Driver
15 8 (1.36%) IoT
Operating Systems
1 66 (11.22%) Linux
2 18 (3.06%) Embedded Linux
3 16 (2.72%) Windows
4 5 (0.85%) Robot Operating System
5 4 (0.68%) Windows Server 2008
5 4 (0.68%) Windows Server 2012
5 4 (0.68%) Windows Server 2016
5 4 (0.68%) Windows Server 2019
6 3 (0.51%) Unix
6 3 (0.51%) Windows Server
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
7 1 (0.17%) CentOS
7 1 (0.17%) Debian
7 1 (0.17%) Mac OS X
7 1 (0.17%) Windows 10
Processes & Methodologies
1 242 (41.16%) Software Engineering
2 188 (31.97%) AI
3 159 (27.04%) Machine Learning
4 151 (25.68%) Computer Science
5 108 (18.37%) Agile
6 107 (18.20%) Problem-Solving
7 102 (17.35%) Data Science
8 90 (15.31%) Mathematics
9 82 (13.95%) Analytics
10 74 (12.59%) CI/CD
11 60 (10.20%) Decision-Making
11 60 (10.20%) Signal Processing
12 55 (9.35%) Mentoring
12 55 (9.35%) Validation
13 54 (9.18%) Continuous Improvement
14 51 (8.67%) Test Automation
15 45 (7.65%) Roadmaps
16 44 (7.48%) Deep Learning
16 44 (7.48%) Physics
17 43 (7.31%) Low Latency
Programming Languages
1 296 (50.34%) Python
2 167 (28.40%) C++
3 67 (11.39%) C
4 61 (10.37%) C#
5 49 (8.33%) SQL
6 48 (8.16%) MATLAB
7 46 (7.82%) Java
8 28 (4.76%) JavaScript
9 25 (4.25%) TypeScript
10 22 (3.74%) Embedded C++
11 19 (3.23%) Embedded C
11 19 (3.23%) Rust
12 13 (2.21%) Go
13 10 (1.70%) Assembly Language
14 9 (1.53%) R
15 5 (0.85%) SystemVerilog
16 4 (0.68%) Fortran
17 3 (0.51%) Shell Script
17 3 (0.51%) VBA
18 2 (0.34%) Bash
Qualifications
1 175 (29.76%) Degree
2 91 (15.48%) Security Cleared
3 50 (8.50%) SC Cleared
4 49 (8.33%) Computer Science Degree
5 45 (7.65%) Master's Degree
6 36 (6.12%) PhD
7 29 (4.93%) DV Cleared
8 18 (3.06%) BPSS Clearance
9 13 (2.21%) AWS Certification
10 10 (1.70%) DBS Check
11 8 (1.36%) Numerate Degree
12 3 (0.51%) AWS Certified Solutions Architect
12 3 (0.51%) CISSP
13 2 (0.34%) Microsoft Certification
14 1 (0.17%) AWS Certified Cloud Practitioner
14 1 (0.17%) HND
14 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 34 (5.78%) QA
2 15 (2.55%) Accessibility
3 13 (2.21%) GDPR
4 11 (1.87%) Data Quality
5 8 (1.36%) ISO/IEC 15288
6 6 (1.02%) Automotive SPICE
6 6 (1.02%) ISO 26262
6 6 (1.02%) MISRA
6 6 (1.02%) MISRA C
7 5 (0.85%) Actionable Recommendations
8 4 (0.68%) ISO/IEC 12207
9 3 (0.51%) ISO/IEC 27001
9 3 (0.51%) NIST
9 3 (0.51%) PCI DSS
10 1 (0.17%) ISO 9001
10 1 (0.17%) MiFID
System Software
1 50 (8.50%) Docker
2 41 (6.97%) Firmware
3 22 (3.74%) Embedded Firmware
4 5 (0.85%) Active Directory
5 4 (0.68%) Hyper-V
5 4 (0.68%) VMware ESXi
5 4 (0.68%) VMware Infrastructure
6 3 (0.51%) Slurm Workload Manager
7 1 (0.17%) Ceph
7 1 (0.17%) Lustre
7 1 (0.17%) NFS
7 1 (0.17%) Samba
Systems Management
1 35 (5.95%) Kubernetes
2 5 (0.85%) Ansible
3 4 (0.68%) Kubeflow
3 4 (0.68%) SCCM
3 4 (0.68%) SCOM
3 4 (0.68%) Tivoli Identity Manager
4 3 (0.51%) Argo
4 3 (0.51%) Grafana
4 3 (0.51%) Prometheus
5 1 (0.17%) Functional Safety
5 1 (0.17%) Oracle ZFS
Vendors
1 33 (5.61%) Google
2 16 (2.72%) Microsoft
3 13 (2.21%) Xilinx
4 11 (1.87%) Altera
5 9 (1.53%) IBM
5 9 (1.53%) Screaming Frog
6 8 (1.36%) OpenAI
7 6 (1.02%) Ahrefs
7 6 (1.02%) Databricks
7 6 (1.02%) Thales
7 6 (1.02%) TikTok
8 4 (0.68%) Dell
8 4 (0.68%) Foundry
8 4 (0.68%) HP
8 4 (0.68%) Intel
8 4 (0.68%) McAfee
8 4 (0.68%) Sitebulb
8 4 (0.68%) VMware
9 3 (0.51%) Dynatrace
9 3 (0.51%) Rockwell