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 12 September 2026, comparing them to the same period in the previous two years.

6 months to
12 Sep 2026
Same period 2025 Same period 2024
Rank 349 233 150
Rank change year-on-year -116 -83 +144
Permanent jobs citing Algorithms 584 661 1,359
As % of all permanent jobs in the UK 0.51% 1.33% 1.73%
As % of the Miscellaneous category 1.97% 3.24% 5.35%
Number of salaries quoted 374 259 433
10th Percentile £34,250 £37,289 £39,500
25th Percentile £50,438 £47,500 £50,120
Median annual salary (50th Percentile) £65,000 £70,000 £65,000
Median % change year-on-year -7.14% +7.69% -10.34%
75th Percentile £80,000 £105,000 £82,500
90th Percentile £100,000 £129,000 £100,000
UK excluding London median annual salary £62,500 £56,250 £60,000
% change year-on-year +11.11% -6.25% -

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 29,572 20,408 25,387
As % of all permanent jobs advertised in the UK 26.08% 41.14% 32.30%
Number of salaries quoted 18,548 10,238 13,457
10th Percentile £31,000 £28,750 £31,250
25th Percentile £41,125 £36,925 £42,533
Median annual salary (50th Percentile) £57,500 £55,000 £60,000
Median % change year-on-year +4.55% -8.33% -4.00%
75th Percentile £80,000 £77,500 £81,450
90th Percentile £100,000 £102,875 £108,750
UK excluding London median annual salary £52,500 £47,500 £52,500
% change year-on-year +10.53% -9.52% -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 12 September 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 12 September 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 -78 549 £67,500 -4.39% 933
UK excluding London -99 384 £62,500 +11.11% 427
London -96 188 £85,000 -20.93% 582
Work from Home -26 155 £58,000 -17.85% 1,462
South East -27 141 £70,000 +12.90% 120
East of England +14 105 £63,750 +15.91% 89
North of England -30 47 £52,000 +15.56% 51
South West -66 45 £60,000 +21.83% 67
Midlands -31 25 £67,500 +12.50% 41
West Midlands -28 21 £67,500 +17.39% 23
Yorkshire -35 21 £32,500 -7.14% 13
Scotland -54 17 £39,500 -31.30% 53
North West -19 13 £60,000 +33.33% 27
North East -52 13 £60,000 -47.83% 12
East Midlands -38 4 £81,250 +200.93% 18
Wales -75 2 £39,500 -43.00% 7
Northern Ireland - 2 £39,500 - 8

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 (2.40%) Apache Spark
2 8 (1.37%) Apache Airflow
3 6 (1.03%) SAS
4 5 (0.86%) CMS
5 3 (0.51%) Apache
5 3 (0.51%) Jupyter
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%) WordPress
Applications
1 15 (2.57%) Simulink
2 3 (0.51%) Blender
2 3 (0.51%) CATIA
2 3 (0.51%) Chatbot
2 3 (0.51%) Maya
3 2 (0.34%) Mathematica
3 2 (0.34%) Microsoft Excel
Business Applications
1 11 (1.88%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 81 (13.87%) AWS
2 55 (9.42%) Azure
3 29 (4.97%) GCP
4 17 (2.91%) GitHub
5 15 (2.57%) Google Analytics
6 13 (2.23%) Google Ads
6 13 (2.23%) SaaS
7 11 (1.88%) Amazon ECS
8 8 (1.37%) Power Platform
8 8 (1.37%) Snowflake
9 7 (1.20%) Cloud Computing
10 5 (0.86%) Amazon EKS
10 5 (0.86%) Slack
10 5 (0.86%) Vertex AI
10 5 (0.86%) Virtual Private Cloud
11 4 (0.68%) AWS Lambda
11 4 (0.68%) Azure Data Factory
11 4 (0.68%) Prefect
11 4 (0.68%) Serverless
12 3 (0.51%) Collibra
Communications & Networking
1 18 (3.08%) Broadband
2 13 (2.23%) Multicast
3 9 (1.54%) LTE
3 9 (1.54%) Wireless
4 8 (1.37%) 5G
5 7 (1.20%) 3GPP
5 7 (1.20%) GSM
5 7 (1.20%) Radio Access Network
5 7 (1.20%) RANAP
5 7 (1.20%) SS7
5 7 (1.20%) UMTS
5 7 (1.20%) Wireshark
6 6 (1.03%) Software-Defined Radio
7 3 (0.51%) Internet
7 3 (0.51%) Wi-Fi
8 2 (0.34%) Firewall
9 1 (0.17%) Ethernet
9 1 (0.17%) FIX Connectivity
9 1 (0.17%) MQTT
9 1 (0.17%) RS-422
Database & Business Intelligence
1 20 (3.42%) Metadata
1 20 (3.42%) PostgreSQL
2 17 (2.91%) Big Data
3 10 (1.71%) MongoDB
4 8 (1.37%) Amazon RDS
4 8 (1.37%) BigQuery
4 8 (1.37%) Power BI
5 7 (1.20%) Elasticsearch
6 6 (1.03%) GIS
7 5 (0.86%) MySQL
7 5 (0.86%) NoSQL
7 5 (0.86%) Relational Database
8 4 (0.68%) Hadoop
8 4 (0.68%) Redis
8 4 (0.68%) Tableau
9 3 (0.51%) Data Lake
9 3 (0.51%) Data Mining
9 3 (0.51%) Data Warehouse
9 3 (0.51%) DynamoDB
9 3 (0.51%) KDB
Development Applications
1 72 (12.33%) Git
2 21 (3.60%) Rational DOORS
3 20 (3.42%) Visual Studio Code
4 17 (2.91%) GitLab
5 16 (2.74%) JIRA
6 13 (2.23%) Jenkins
7 7 (1.20%) GCC
7 7 (1.20%) GDB
8 4 (0.68%) CMake
8 4 (0.68%) MLflow
9 3 (0.51%) PetaLinux
9 3 (0.51%) Visual Studio
10 2 (0.34%) Plastic SCM
10 2 (0.34%) TeamCity
11 1 (0.17%) Bitbucket
11 1 (0.17%) Rational Rhapsody
11 1 (0.17%) Valgrind
General
1 119 (20.38%) Finance
2 83 (14.21%) Social Skills
3 65 (11.13%) Analytical Skills
4 57 (9.76%) Inclusion and Diversity
5 46 (7.88%) Marketing
6 36 (6.16%) Banking
7 29 (4.97%) Aerospace
8 25 (4.28%) Electronics
9 24 (4.11%) Law
10 23 (3.94%) Retail
11 22 (3.77%) Advertising
12 17 (2.91%) Games
13 15 (2.57%) Front Office
14 13 (2.23%) Financial Institution
15 12 (2.05%) Telecoms
16 10 (1.71%) Legal
17 8 (1.37%) Automotive
18 7 (1.20%) Investment Banking
19 6 (1.03%) Manufacturing
20 5 (0.86%) Publishing
Job Titles
1 162 (27.74%) Software Engineer
2 123 (21.06%) Senior
3 93 (15.92%) Developer
4 60 (10.27%) Lead
5 47 (8.05%) Senior Software Engineer
6 40 (6.85%) Python Developer
7 37 (6.34%) Embedded Engineer
8 36 (6.16%) Data Scientist
9 35 (5.99%) C++ Software Engineer
10 31 (5.31%) Senior Developer
11 28 (4.79%) Python Engineer
12 22 (3.77%) FPGA Engineer
13 20 (3.42%) Python Software Engineer
13 20 (3.42%) Systems Engineer
14 19 (3.25%) Embedded Software Engineer
14 19 (3.25%) Senior Embedded Engineer
15 16 (2.74%) SEO Specialist
16 15 (2.57%) Quantitative Developer
17 14 (2.40%) Principal Engineer
17 14 (2.40%) Senior C++ Software Engineer
Libraries, Frameworks & Software Standards
1 36 (6.16%) PyTorch
2 30 (5.14%) Boost C++ Libraries
3 27 (4.62%) React
4 26 (4.45%) .NET
5 25 (4.28%) TensorFlow
6 24 (4.11%) HTML
6 24 (4.11%) NumPy
6 24 (4.11%) Pandas
7 20 (3.42%) CSS
8 17 (2.91%) FIX Protocol
9 15 (2.57%) Terraform
10 14 (2.40%) Kafka
10 14 (2.40%) REST
11 13 (2.23%) pytest
11 13 (2.23%) STL
12 10 (1.71%) Django
12 10 (1.71%) Google JAX
12 10 (1.71%) JAX
12 10 (1.71%) Yocto
13 9 (1.54%) Node.js
Miscellaneous
1 84 (14.38%) Data Structures
2 39 (6.68%) Embedded Systems
3 34 (5.82%) Distributed Systems
4 32 (5.48%) Equities
4 32 (5.48%) FPGA
5 28 (4.79%) Robotics
6 22 (3.77%) VHDL
7 21 (3.60%) Product Ownership
8 20 (3.42%) PCIe
9 17 (2.91%) Hedge funds
10 14 (2.40%) Derivative
10 14 (2.40%) Fixed Income
10 14 (2.40%) Management Information System
11 12 (2.05%) Video\Live Streaming
12 11 (1.88%) NVMe
12 11 (1.88%) Verilog
13 10 (1.71%) Cloud Native
13 10 (1.71%) Driving Licence
13 10 (1.71%) Renewable Energy
14 9 (1.54%) Greenfield Project
Operating Systems
1 62 (10.62%) Linux
2 14 (2.40%) Windows
3 10 (1.71%) Embedded Linux
4 5 (0.86%) Windows Server 2008
4 5 (0.86%) Windows Server 2012
4 5 (0.86%) Windows Server 2016
4 5 (0.86%) Windows Server 2019
5 4 (0.68%) Robot Operating System
5 4 (0.68%) Windows Server
6 2 (0.34%) Unix
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
Processes & Methodologies
1 258 (44.18%) Software Engineering
2 174 (29.79%) AI
3 152 (26.03%) Machine Learning
4 149 (25.51%) Computer Science
5 105 (17.98%) Agile
6 100 (17.12%) Data Science
7 99 (16.95%) Problem-Solving
8 84 (14.38%) Mathematics
9 80 (13.70%) Analytics
10 71 (12.16%) CI/CD
11 61 (10.45%) Continuous Improvement
11 61 (10.45%) Signal Processing
12 60 (10.27%) Mentoring
13 59 (10.10%) Decision-Making
14 58 (9.93%) Test Automation
15 56 (9.59%) Validation
16 53 (9.08%) Deep Learning
17 48 (8.22%) SDLC
18 46 (7.88%) Low Latency
19 44 (7.53%) Physics
Programming Languages
1 308 (52.74%) Python
2 160 (27.40%) C++
3 59 (10.10%) C
4 58 (9.93%) C#
5 49 (8.39%) SQL
6 43 (7.36%) Java
7 33 (5.65%) MATLAB
8 25 (4.28%) JavaScript
8 25 (4.28%) TypeScript
9 20 (3.42%) Rust
10 17 (2.91%) Go
11 16 (2.74%) Embedded C++
12 13 (2.23%) Assembly Language
12 13 (2.23%) Embedded C
13 9 (1.54%) R
14 3 (0.51%) Fortran
14 3 (0.51%) Julia
14 3 (0.51%) VBA
15 2 (0.34%) Bash
15 2 (0.34%) Shell Script
Qualifications
1 164 (28.08%) Degree
2 81 (13.87%) Security Cleared
3 44 (7.53%) Computer Science Degree
4 43 (7.36%) SC Cleared
5 39 (6.68%) Master's Degree
6 35 (5.99%) PhD
7 30 (5.14%) DV Cleared
8 20 (3.42%) BPSS Clearance
9 11 (1.88%) AWS Certification
10 8 (1.37%) Numerate Degree
11 3 (0.51%) AWS Certified Solutions Architect
11 3 (0.51%) DBS Check
12 2 (0.34%) Microsoft Certification
13 1 (0.17%) CISSP
13 1 (0.17%) HND
13 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 37 (6.34%) QA
2 15 (2.57%) Accessibility
3 11 (1.88%) Data Quality
3 11 (1.88%) GDPR
4 9 (1.54%) ISO/IEC 15288
5 6 (1.03%) Automotive SPICE
5 6 (1.03%) ISO 26262
5 6 (1.03%) MISRA
5 6 (1.03%) MISRA C
6 5 (0.86%) Actionable Recommendations
7 4 (0.68%) ISO/IEC 12207
8 1 (0.17%) ISO 9001
8 1 (0.17%) ISO/IEC 27001
8 1 (0.17%) MiFID
8 1 (0.17%) NIST
8 1 (0.17%) PCI DSS
System Software
1 53 (9.08%) Docker
2 42 (7.19%) Firmware
3 23 (3.94%) Embedded Firmware
4 5 (0.86%) Active Directory
4 5 (0.86%) Hyper-V
4 5 (0.86%) VMware ESXi
4 5 (0.86%) VMware Infrastructure
5 2 (0.34%) Slurm Workload Manager
6 1 (0.17%) IAG
Systems Management
1 34 (5.82%) Kubernetes
2 5 (0.86%) Ansible
2 5 (0.86%) Kubeflow
2 5 (0.86%) SCCM
2 5 (0.86%) SCOM
2 5 (0.86%) Tivoli Identity Manager
3 3 (0.51%) Argo
3 3 (0.51%) Grafana
3 3 (0.51%) Prometheus
4 1 (0.17%) Functional Safety
Vendors
1 37 (6.34%) Google
2 14 (2.40%) Microsoft
3 12 (2.05%) Screaming Frog
4 11 (1.88%) Altera
4 11 (1.88%) IBM
4 11 (1.88%) Xilinx
5 8 (1.37%) Databricks
6 7 (1.20%) Ahrefs
6 7 (1.20%) OpenAI
7 6 (1.03%) TikTok
8 5 (0.86%) Dell
8 5 (0.86%) HP
8 5 (0.86%) McAfee
8 5 (0.86%) VMware
9 4 (0.68%) Foundry
9 4 (0.68%) Sitebulb
9 4 (0.68%) Thales
10 3 (0.51%) Dynatrace
10 3 (0.51%) Rockwell
10 3 (0.51%) Splunk