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

6 months to
22 Sep 2026
Same period 2025 Same period 2024
Rank 353 234 174
Rank change year-on-year -119 -60 +127
Permanent jobs citing Algorithms 580 651 1,169
As % of all permanent jobs in the UK 0.50% 1.33% 1.53%
As % of the Miscellaneous category 1.89% 3.23% 4.77%
Number of salaries quoted 361 254 417
10th Percentile £34,250 £37,424 £39,300
25th Percentile £52,500 £47,500 £50,000
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -10.34%
75th Percentile £80,000 £105,000 £82,500
90th Percentile £100,000 £132,750 £100,000
UK excluding London median annual salary £65,000 £56,965 £60,000
% change year-on-year +14.11% -5.06% -

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 30,634 20,154 24,531
As % of all permanent jobs advertised in the UK 26.36% 41.18% 32.20%
Number of salaries quoted 18,997 10,098 12,697
10th Percentile £31,000 £28,750 £31,250
25th Percentile £41,160 £36,925 £43,750
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 £82,500
90th Percentile £100,000 £103,750 £110,000
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 22 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 22 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 -85 544 £67,500 -4.39% 1,333
UK excluding London -95 390 £65,000 +14.11% 651
London -126 175 £82,500 -24.14% 756
South East -18 147 £70,000 +12.90% 173
Work from Home -47 147 £58,000 -17.85% 459
East of England +15 109 £63,750 +15.91% 128
North of England -44 46 £52,000 +15.56% 98
South West -67 42 £60,000 -4.12% 101
Midlands -37 25 £67,500 +12.50% 70
Yorkshire -29 22 £32,500 -7.14% 23
West Midlands -40 18 £67,500 +22.73% 42
Scotland -56 17 £39,500 -31.30% 59
North East -53 13 £60,000 -47.83% 17
North West -40 11 £60,000 +33.33% 59
East Midlands -27 7 £81,250 +78.57% 28
Wales -79 2 £39,500 -43.00% 12
Northern Ireland - 2 £39,500 - 18

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 (2.41%) Apache Spark
2 6 (1.03%) SAS
3 5 (0.86%) Apache Airflow
3 5 (0.86%) CMS
4 4 (0.69%) Jupyter
5 3 (0.52%) Apache
6 2 (0.34%) Apache Pulsar
7 1 (0.17%) Kinematics
7 1 (0.17%) R Markdown
7 1 (0.17%) WordPress
Applications
1 18 (3.10%) Simulink
2 4 (0.69%) Chatbot
3 3 (0.52%) Blender
3 3 (0.52%) CATIA
3 3 (0.52%) Mathematica
3 3 (0.52%) Maya
4 2 (0.34%) Microsoft Excel
5 1 (0.17%) Adobe Premiere
5 1 (0.17%) Microsoft Office
Business Applications
1 9 (1.55%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 72 (12.41%) AWS
2 55 (9.48%) Azure
3 28 (4.83%) GCP
4 18 (3.10%) GitHub
5 16 (2.76%) Google Analytics
6 14 (2.41%) Google Ads
7 12 (2.07%) Amazon ECS
7 12 (2.07%) SaaS
8 9 (1.55%) Cloud Computing
9 8 (1.38%) Power Platform
9 8 (1.38%) Snowflake
10 5 (0.86%) Slack
10 5 (0.86%) Vertex AI
10 5 (0.86%) Virtual Private Cloud
11 4 (0.69%) Amazon EKS
11 4 (0.69%) AWS Lambda
11 4 (0.69%) Azure Data Factory
11 4 (0.69%) Serverless
12 3 (0.52%) Amazon SageMaker
12 3 (0.52%) Azure DevOps
Communications & Networking
1 12 (2.07%) Broadband
1 12 (2.07%) Multicast
2 11 (1.90%) Wireless
3 9 (1.55%) 5G
3 9 (1.55%) LTE
4 7 (1.21%) 3GPP
4 7 (1.21%) GSM
4 7 (1.21%) Radio Access Network
4 7 (1.21%) RANAP
4 7 (1.21%) Software-Defined Radio
4 7 (1.21%) SS7
4 7 (1.21%) UMTS
4 7 (1.21%) Wireshark
5 3 (0.52%) Internet
5 3 (0.52%) Wi-Fi
6 2 (0.34%) Firewall
7 1 (0.17%) FIX Connectivity
7 1 (0.17%) MQTT
7 1 (0.17%) Remote Desktop
7 1 (0.17%) RS-422
Database & Business Intelligence
1 20 (3.45%) Metadata
2 18 (3.10%) Big Data
3 15 (2.59%) PostgreSQL
4 8 (1.38%) Amazon RDS
4 8 (1.38%) Power BI
5 6 (1.03%) BigQuery
5 6 (1.03%) GIS
6 5 (0.86%) Elasticsearch
6 5 (0.86%) MySQL
6 5 (0.86%) NoSQL
6 5 (0.86%) Relational Database
7 4 (0.69%) Hadoop
7 4 (0.69%) KDB
7 4 (0.69%) MongoDB
7 4 (0.69%) Redis
7 4 (0.69%) Tableau
8 3 (0.52%) Data Lake
8 3 (0.52%) Data Warehouse
8 3 (0.52%) DynamoDB
9 2 (0.34%) Pinecone
Development Applications
1 68 (11.72%) Git
2 21 (3.62%) Visual Studio Code
3 19 (3.28%) Rational DOORS
4 17 (2.93%) GitLab
5 14 (2.41%) JIRA
6 13 (2.24%) Jenkins
7 7 (1.21%) GCC
7 7 (1.21%) GDB
8 4 (0.69%) CMake
8 4 (0.69%) MLflow
8 4 (0.69%) PetaLinux
9 3 (0.52%) Visual Studio
10 2 (0.34%) Plastic SCM
10 2 (0.34%) TeamCity
11 1 (0.17%) QUnit
11 1 (0.17%) Rational Rhapsody
11 1 (0.17%) Valgrind
General
1 117 (20.17%) Finance
2 94 (16.21%) Social Skills
3 65 (11.21%) Analytical Skills
4 59 (10.17%) Inclusion and Diversity
5 48 (8.28%) Marketing
6 37 (6.38%) Banking
7 31 (5.34%) Aerospace
8 26 (4.48%) Electronics
8 26 (4.48%) Retail
9 24 (4.14%) Law
10 23 (3.97%) Advertising
11 14 (2.41%) Front Office
12 13 (2.24%) Financial Institution
12 13 (2.24%) Telecoms
13 11 (1.90%) Games
13 11 (1.90%) Legal
14 8 (1.38%) Automotive
14 8 (1.38%) Manufacturing
15 7 (1.21%) Investment Banking
16 6 (1.03%) Military
Job Titles
1 154 (26.55%) Software Engineer
2 121 (20.86%) Senior
3 84 (14.48%) Developer
4 62 (10.69%) Lead
5 46 (7.93%) Senior Software Engineer
6 39 (6.72%) Embedded Engineer
7 38 (6.55%) Data Scientist
8 33 (5.69%) C++ Software Engineer
9 30 (5.17%) Python Developer
10 29 (5.00%) Senior Developer
11 25 (4.31%) Python Engineer
12 22 (3.79%) FPGA Engineer
13 21 (3.62%) Systems Engineer
14 20 (3.45%) Embedded Software Engineer
14 20 (3.45%) Senior Embedded Engineer
15 19 (3.28%) Python Software Engineer
16 17 (2.93%) SEO Specialist
17 15 (2.59%) Architect
17 15 (2.59%) Principal Engineer
18 14 (2.41%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 33 (5.69%) PyTorch
2 28 (4.83%) .NET
3 26 (4.48%) Boost C++ Libraries
3 26 (4.48%) HTML
3 26 (4.48%) React
4 24 (4.14%) CSS
5 23 (3.97%) TensorFlow
6 19 (3.28%) NumPy
6 19 (3.28%) Pandas
7 16 (2.76%) FIX Protocol
8 14 (2.41%) Kafka
8 14 (2.41%) STL
8 14 (2.41%) Terraform
9 12 (2.07%) pytest
9 12 (2.07%) Yocto
10 9 (1.55%) Hugging Face
10 9 (1.55%) Node.js
11 8 (1.38%) FastAPI
11 8 (1.38%) Google JAX
11 8 (1.38%) JAX
Miscellaneous
1 81 (13.97%) Data Structures
2 42 (7.24%) Embedded Systems
3 37 (6.38%) FPGA
4 33 (5.69%) Robotics
5 32 (5.52%) Distributed Systems
6 29 (5.00%) Equities
7 21 (3.62%) VHDL
8 19 (3.28%) PCIe
9 16 (2.76%) Product Ownership
10 14 (2.41%) Fixed Income
10 14 (2.41%) Hedge funds
10 14 (2.41%) Management Information System
11 13 (2.24%) Derivative
12 12 (2.07%) Verilog
13 11 (1.90%) Cloud Native
14 10 (1.72%) Renewable Energy
15 9 (1.55%) ASIC
15 9 (1.55%) Driving Licence
15 9 (1.55%) NVMe
16 8 (1.38%) SCADA
Operating Systems
1 62 (10.69%) Linux
2 16 (2.76%) Windows
3 14 (2.41%) 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 (0.69%) Robot Operating System
5 4 (0.69%) Windows Server
6 3 (0.52%) Unix
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
1 245 (42.24%) Software Engineering
2 178 (30.69%) AI
3 152 (26.21%) Machine Learning
4 145 (25.00%) Computer Science
5 106 (18.28%) Agile
6 102 (17.59%) Problem-Solving
7 101 (17.41%) Data Science
8 84 (14.48%) Mathematics
9 80 (13.79%) Analytics
10 73 (12.59%) CI/CD
11 63 (10.86%) Decision-Making
12 59 (10.17%) Signal Processing
13 57 (9.83%) Continuous Improvement
13 57 (9.83%) Mentoring
14 54 (9.31%) Validation
15 52 (8.97%) Test Automation
16 47 (8.10%) Deep Learning
17 44 (7.59%) Low Latency
18 43 (7.41%) Physics
18 43 (7.41%) SDLC
Programming Languages
1 299 (51.55%) Python
2 161 (27.76%) C++
3 62 (10.69%) C
4 61 (10.52%) C#
5 50 (8.62%) SQL
6 45 (7.76%) Java
7 40 (6.90%) MATLAB
8 27 (4.66%) JavaScript
9 24 (4.14%) TypeScript
10 19 (3.28%) Embedded C++
10 19 (3.28%) Rust
11 16 (2.76%) Embedded C
12 12 (2.07%) Go
13 10 (1.72%) Assembly Language
14 9 (1.55%) R
15 4 (0.69%) Fortran
16 3 (0.52%) Julia
16 3 (0.52%) Shell Script
16 3 (0.52%) SystemVerilog
16 3 (0.52%) VBA
Qualifications
1 169 (29.14%) Degree
2 86 (14.83%) Security Cleared
3 46 (7.93%) Computer Science Degree
3 46 (7.93%) SC Cleared
4 43 (7.41%) Master's Degree
5 36 (6.21%) PhD
6 30 (5.17%) DV Cleared
7 20 (3.45%) BPSS Clearance
8 12 (2.07%) AWS Certification
9 8 (1.38%) Numerate Degree
10 7 (1.21%) DBS Check
11 3 (0.52%) AWS Certified Solutions Architect
12 2 (0.34%) CISSP
12 2 (0.34%) Microsoft Certification
13 1 (0.17%) AWS Certified Cloud Practitioner
13 1 (0.17%) HND
13 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 33 (5.69%) QA
2 15 (2.59%) Accessibility
3 12 (2.07%) GDPR
4 11 (1.90%) Data Quality
5 10 (1.72%) ISO/IEC 15288
6 6 (1.03%) Automotive SPICE
6 6 (1.03%) ISO 26262
6 6 (1.03%) MISRA
6 6 (1.03%) MISRA C
7 5 (0.86%) Actionable Recommendations
8 4 (0.69%) ISO/IEC 12207
9 2 (0.34%) ISO/IEC 27001
9 2 (0.34%) NIST
9 2 (0.34%) PCI DSS
10 1 (0.17%) ISO 9001
10 1 (0.17%) MiFID
System Software
1 49 (8.45%) Docker
2 40 (6.90%) Firmware
3 21 (3.62%) Embedded Firmware
4 6 (1.03%) Active Directory
5 5 (0.86%) Hyper-V
5 5 (0.86%) VMware ESXi
5 5 (0.86%) VMware Infrastructure
6 3 (0.52%) Slurm Workload Manager
7 1 (0.17%) Ceph
7 1 (0.17%) IAG
7 1 (0.17%) Lustre
7 1 (0.17%) NFS
7 1 (0.17%) Samba
Systems Management
1 34 (5.86%) 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 (0.52%) Argo
3 3 (0.52%) Grafana
3 3 (0.52%) Prometheus
4 1 (0.17%) Functional Safety
4 1 (0.17%) Oracle ZFS
Vendors
1 35 (6.03%) Google
2 16 (2.76%) Microsoft
3 11 (1.90%) IBM
3 11 (1.90%) Screaming Frog
4 10 (1.72%) Xilinx
5 9 (1.55%) Altera
6 8 (1.38%) OpenAI
7 7 (1.21%) Ahrefs
8 6 (1.03%) TikTok
9 5 (0.86%) Databricks
9 5 (0.86%) Dell
9 5 (0.86%) HP
9 5 (0.86%) McAfee
9 5 (0.86%) Thales
9 5 (0.86%) VMware
10 4 (0.69%) Foundry
10 4 (0.69%) Sitebulb
11 3 (0.52%) Dynatrace
11 3 (0.52%) Rockwell
11 3 (0.52%) Splunk