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

6 months to
15 Sep 2026
Same period 2025 Same period 2024
Rank 354 231 152
Rank change year-on-year -123 -79 +142
Permanent jobs citing Algorithms 573 667 1,312
As % of all permanent jobs in the UK 0.50% 1.36% 1.69%
As % of the Miscellaneous category 1.93% 3.30% 5.26%
Number of salaries quoted 367 256 426
10th Percentile £34,250 £37,087 £39,500
25th Percentile £52,500 £47,500 £50,215
Median annual salary (50th Percentile) £67,500 £70,300 £65,000
Median % change year-on-year -3.98% +8.15% -10.34%
75th Percentile £80,000 £105,313 £82,500
90th Percentile £100,000 £131,250 £100,000
UK excluding London median annual salary £65,000 £56,430 £60,000
% change year-on-year +15.19% -5.95% -

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 29,683 20,216 24,939
As % of all permanent jobs advertised in the UK 26.06% 41.14% 32.16%
Number of salaries quoted 18,536 10,087 13,167
10th Percentile £31,000 £28,750 £31,250
25th Percentile £41,250 £36,925 £43,000
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 £102,500 £108,750
UK excluding London median annual salary £52,500 £47,010 £52,500
% change year-on-year +11.68% -10.46% -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 15 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 15 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 -98 538 £67,500 -4.39% 1,772
UK excluding London -88 380 £65,000 +15.19% 771
London -102 180 £82,500 -23.26% 1,128
Work from Home -43 149 £58,000 -17.85% 598
South East -26 142 £70,000 +12.90% 204
East of England +11 106 £63,750 +15.91% 157
North of England -34 45 £52,000 +15.56% 97
South West -74 41 £60,000 +21.83% 122
Midlands -42 25 £67,500 +12.50% 70
Yorkshire -30 21 £32,500 -7.14% 24
West Midlands -29 19 £67,500 +17.39% 42
Scotland -56 17 £39,500 -31.30% 103
North West -21 12 £60,000 +33.33% 60
North East -52 12 £60,000 -47.83% 17
East Midlands -29 6 £81,250 +200.93% 28
Wales -77 2 £39,500 -43.00% 13
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 14 (2.44%) Apache Spark
2 6 (1.05%) SAS
3 5 (0.87%) Apache Airflow
3 5 (0.87%) CMS
4 3 (0.52%) Apache
4 3 (0.52%) Jupyter
5 2 (0.35%) Apache Pulsar
6 1 (0.17%) Kinematics
6 1 (0.17%) R Markdown
6 1 (0.17%) WordPress
Applications
1 16 (2.79%) Simulink
2 3 (0.52%) Blender
2 3 (0.52%) CATIA
2 3 (0.52%) Chatbot
2 3 (0.52%) Mathematica
2 3 (0.52%) Maya
3 2 (0.35%) Microsoft Excel
Business Applications
1 10 (1.75%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 76 (13.26%) AWS
2 56 (9.77%) Azure
3 30 (5.24%) GCP
4 16 (2.79%) GitHub
5 15 (2.62%) Google Analytics
6 13 (2.27%) Google Ads
7 12 (2.09%) Amazon ECS
7 12 (2.09%) SaaS
8 8 (1.40%) Cloud Computing
8 8 (1.40%) Power Platform
8 8 (1.40%) Snowflake
9 5 (0.87%) Amazon EKS
9 5 (0.87%) Slack
9 5 (0.87%) Vertex AI
9 5 (0.87%) Virtual Private Cloud
10 4 (0.70%) AWS Lambda
10 4 (0.70%) Azure Data Factory
10 4 (0.70%) Serverless
11 3 (0.52%) Amazon SageMaker
11 3 (0.52%) Datadog
Communications & Networking
1 13 (2.27%) Broadband
2 11 (1.92%) Multicast
3 10 (1.75%) Wireless
4 9 (1.57%) 5G
4 9 (1.57%) LTE
5 7 (1.22%) 3GPP
5 7 (1.22%) GSM
5 7 (1.22%) Radio Access Network
5 7 (1.22%) RANAP
5 7 (1.22%) SS7
5 7 (1.22%) UMTS
5 7 (1.22%) Wireshark
6 6 (1.05%) Software-Defined Radio
7 3 (0.52%) Internet
7 3 (0.52%) Wi-Fi
8 2 (0.35%) 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 (3.49%) Metadata
2 18 (3.14%) Big Data
3 15 (2.62%) PostgreSQL
4 8 (1.40%) Amazon RDS
4 8 (1.40%) BigQuery
4 8 (1.40%) Power BI
5 7 (1.22%) Elasticsearch
6 6 (1.05%) GIS
7 5 (0.87%) MongoDB
7 5 (0.87%) MySQL
7 5 (0.87%) NoSQL
7 5 (0.87%) Relational Database
8 4 (0.70%) Hadoop
8 4 (0.70%) Redis
8 4 (0.70%) Tableau
9 3 (0.52%) Data Lake
9 3 (0.52%) Data Warehouse
9 3 (0.52%) DynamoDB
9 3 (0.52%) KDB
10 2 (0.35%) Amazon Athena
Development Applications
1 67 (11.69%) Git
2 20 (3.49%) Rational DOORS
2 20 (3.49%) Visual Studio Code
3 17 (2.97%) GitLab
4 13 (2.27%) Jenkins
4 13 (2.27%) JIRA
5 7 (1.22%) GCC
5 7 (1.22%) GDB
6 4 (0.70%) CMake
6 4 (0.70%) MLflow
7 3 (0.52%) PetaLinux
7 3 (0.52%) Visual Studio
8 2 (0.35%) Plastic SCM
8 2 (0.35%) TeamCity
9 1 (0.17%) Rational Rhapsody
9 1 (0.17%) Valgrind
General
1 115 (20.07%) Finance
2 86 (15.01%) Social Skills
3 65 (11.34%) Analytical Skills
4 58 (10.12%) Inclusion and Diversity
5 46 (8.03%) Marketing
6 35 (6.11%) Banking
7 30 (5.24%) Aerospace
8 25 (4.36%) Electronics
8 25 (4.36%) Retail
9 24 (4.19%) Law
10 22 (3.84%) Advertising
11 14 (2.44%) Front Office
12 13 (2.27%) Financial Institution
12 13 (2.27%) Telecoms
13 12 (2.09%) Games
14 10 (1.75%) Legal
15 8 (1.40%) Automotive
16 7 (1.22%) Investment Banking
17 6 (1.05%) Manufacturing
18 5 (0.87%) Publishing
Job Titles
1 156 (27.23%) Software Engineer
2 120 (20.94%) Senior
3 88 (15.36%) Developer
4 61 (10.65%) Lead
5 46 (8.03%) Senior Software Engineer
6 38 (6.63%) Embedded Engineer
7 37 (6.46%) Data Scientist
8 34 (5.93%) Python Developer
9 32 (5.58%) C++ Software Engineer
10 31 (5.41%) Senior Developer
11 25 (4.36%) Python Engineer
12 22 (3.84%) FPGA Engineer
13 20 (3.49%) Systems Engineer
14 19 (3.32%) Embedded Software Engineer
14 19 (3.32%) Senior Embedded Engineer
15 18 (3.14%) Python Software Engineer
16 16 (2.79%) SEO Specialist
17 14 (2.44%) Principal Engineer
17 14 (2.44%) Quantitative Developer
18 13 (2.27%) Design Engineer
Libraries, Frameworks & Software Standards
1 32 (5.58%) PyTorch
2 27 (4.71%) .NET
3 26 (4.54%) Boost C++ Libraries
3 26 (4.54%) React
4 23 (4.01%) HTML
5 22 (3.84%) TensorFlow
6 20 (3.49%) CSS
6 20 (3.49%) NumPy
6 20 (3.49%) Pandas
7 15 (2.62%) FIX Protocol
7 15 (2.62%) Terraform
8 14 (2.44%) Kafka
9 13 (2.27%) STL
10 11 (1.92%) pytest
10 11 (1.92%) Yocto
11 10 (1.75%) Django
12 9 (1.57%) Node.js
13 8 (1.40%) FastAPI
13 8 (1.40%) Flask
13 8 (1.40%) REST
Miscellaneous
1 83 (14.49%) Data Structures
2 40 (6.98%) Embedded Systems
3 35 (6.11%) Distributed Systems
4 34 (5.93%) FPGA
5 29 (5.06%) Equities
5 29 (5.06%) Robotics
6 22 (3.84%) VHDL
7 20 (3.49%) PCIe
8 17 (2.97%) Product Ownership
9 15 (2.62%) Hedge funds
10 14 (2.44%) Management Information System
11 12 (2.09%) Derivative
11 12 (2.09%) Fixed Income
11 12 (2.09%) Verilog
12 11 (1.92%) Cloud Native
13 10 (1.75%) Driving Licence
13 10 (1.75%) NVMe
13 10 (1.75%) Renewable Energy
14 9 (1.57%) Greenfield Project
15 8 (1.40%) SCADA
Operating Systems
1 58 (10.12%) Linux
2 14 (2.44%) Windows
3 12 (2.09%) Embedded Linux
4 5 (0.87%) Windows Server 2008
4 5 (0.87%) Windows Server 2012
4 5 (0.87%) Windows Server 2016
4 5 (0.87%) Windows Server 2019
5 4 (0.70%) Robot Operating System
5 4 (0.70%) Windows Server
6 2 (0.35%) Unix
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
Processes & Methodologies
1 248 (43.28%) Software Engineering
2 171 (29.84%) AI
3 149 (26.00%) Machine Learning
4 145 (25.31%) Computer Science
5 105 (18.32%) Agile
6 100 (17.45%) Data Science
6 100 (17.45%) Problem-Solving
7 81 (14.14%) Mathematics
8 80 (13.96%) Analytics
9 72 (12.57%) CI/CD
10 60 (10.47%) Decision-Making
10 60 (10.47%) Signal Processing
11 59 (10.30%) Mentoring
12 58 (10.12%) Continuous Improvement
13 52 (9.08%) Test Automation
13 52 (9.08%) Validation
14 48 (8.38%) Deep Learning
15 44 (7.68%) SDLC
16 43 (7.50%) Low Latency
16 43 (7.50%) Physics
Programming Languages
1 298 (52.01%) Python
2 157 (27.40%) C++
3 60 (10.47%) C
3 60 (10.47%) C#
4 50 (8.73%) SQL
5 42 (7.33%) Java
6 35 (6.11%) MATLAB
7 24 (4.19%) JavaScript
7 24 (4.19%) TypeScript
8 20 (3.49%) Rust
9 17 (2.97%) Embedded C++
10 15 (2.62%) Embedded C
11 12 (2.09%) Assembly Language
11 12 (2.09%) Go
12 9 (1.57%) R
13 3 (0.52%) Fortran
13 3 (0.52%) Julia
13 3 (0.52%) SystemVerilog
13 3 (0.52%) VBA
14 2 (0.35%) Bash
Qualifications
1 163 (28.45%) Degree
2 83 (14.49%) Security Cleared
3 45 (7.85%) SC Cleared
4 44 (7.68%) Computer Science Degree
5 42 (7.33%) Master's Degree
6 36 (6.28%) PhD
7 30 (5.24%) DV Cleared
8 20 (3.49%) BPSS Clearance
9 12 (2.09%) AWS Certification
10 8 (1.40%) Numerate Degree
11 3 (0.52%) AWS Certified Solutions Architect
11 3 (0.52%) DBS Check
12 2 (0.35%) CISSP
12 2 (0.35%) Microsoft Certification
13 1 (0.17%) HND
13 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 31 (5.41%) QA
2 15 (2.62%) Accessibility
3 11 (1.92%) Data Quality
3 11 (1.92%) GDPR
4 9 (1.57%) ISO/IEC 15288
5 6 (1.05%) Automotive SPICE
5 6 (1.05%) ISO 26262
5 6 (1.05%) MISRA
5 6 (1.05%) MISRA C
6 5 (0.87%) Actionable Recommendations
7 4 (0.70%) ISO/IEC 12207
8 2 (0.35%) ISO/IEC 27001
8 2 (0.35%) NIST
8 2 (0.35%) PCI DSS
9 1 (0.17%) ISO 9001
9 1 (0.17%) MiFID
System Software
1 49 (8.55%) Docker
2 41 (7.16%) Firmware
3 22 (3.84%) Embedded Firmware
4 5 (0.87%) Active Directory
4 5 (0.87%) Hyper-V
4 5 (0.87%) VMware ESXi
4 5 (0.87%) VMware Infrastructure
5 2 (0.35%) Slurm Workload Manager
6 1 (0.17%) IAG
Systems Management
1 34 (5.93%) Kubernetes
2 5 (0.87%) Ansible
2 5 (0.87%) Kubeflow
2 5 (0.87%) SCCM
2 5 (0.87%) SCOM
2 5 (0.87%) Tivoli Identity Manager
3 3 (0.52%) Argo
3 3 (0.52%) Grafana
3 3 (0.52%) Prometheus
4 1 (0.17%) Functional Safety
Vendors
1 37 (6.46%) Google
2 14 (2.44%) Microsoft
3 12 (2.09%) Screaming Frog
4 11 (1.92%) IBM
4 11 (1.92%) Xilinx
5 10 (1.75%) Altera
6 7 (1.22%) Ahrefs
6 7 (1.22%) OpenAI
7 6 (1.05%) TikTok
8 5 (0.87%) Databricks
8 5 (0.87%) Dell
8 5 (0.87%) HP
8 5 (0.87%) McAfee
8 5 (0.87%) Thales
8 5 (0.87%) VMware
9 4 (0.70%) Foundry
9 4 (0.70%) Sitebulb
10 3 (0.52%) Dynatrace
10 3 (0.52%) Rockwell
10 3 (0.52%) Splunk