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

6 months to
28 Sep 2026
Same period 2025 Same period 2024
Rank 349 239 197
Rank change year-on-year -110 -42 +98
Permanent jobs citing Algorithms 584 635 1,047
As % of all permanent jobs in the UK 0.50% 1.29% 1.38%
As % of the Miscellaneous category 1.88% 3.14% 4.30%
Number of salaries quoted 363 248 411
10th Percentile £34,250 £37,222 £39,500
25th Percentile £52,000 £47,500 £50,500
Median annual salary (50th Percentile) £65,000 £70,000 £65,000
Median % change year-on-year -7.14% +7.69% -10.34%
75th Percentile £80,625 £100,000 £82,500
90th Percentile £99,500 £129,750 £101,250
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 31,129 20,241 24,327
As % of all permanent jobs advertised in the UK 26.50% 41.04% 32.06%
Number of salaries quoted 19,265 10,144 12,362
10th Percentile £31,000 £28,500 £31,863
25th Percentile £41,000 £36,250 £43,997
Median annual salary (50th Percentile) £57,000 £55,000 £60,000
Median % change year-on-year +3.64% -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 £46,000 £52,500
% change year-on-year +13.04% -12.38% -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 28 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 28 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 -87 549 £67,500 -4.39% 1,271
UK excluding London -74 402 £65,000 +18.18% 570
London -113 167 £82,500 -23.26% 762
South East -17 150 £70,000 +12.90% 145
Work from Home -33 147 £58,000 -17.85% 443
East of England +20 118 £65,000 +18.18% 121
North of England -39 47 £52,000 +35.06% 82
South West -74 41 £60,000 +21.83% 81
Midlands -39 26 £67,500 +8.00% 58
Yorkshire -13 22 £32,500 -7.14% 19
West Midlands -29 17 £67,500 +22.73% 38
Scotland -58 17 £39,500 -31.30% 60
North East -54 13 £60,000 -47.83% 11
North West -38 12 £60,000 +33.33% 52
East Midlands -32 9 £81,250 +25.00% 20
Northern Ireland - 2 £39,500 - 20
Wales -65 1 £39,500 -44.05% 10

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 6 (1.03%) SAS
3 5 (0.86%) Apache Airflow
3 5 (0.86%) 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 22 (3.77%) Simulink
2 4 (0.68%) Chatbot
2 4 (0.68%) Mathematica
3 3 (0.51%) Blender
3 3 (0.51%) Maya
4 2 (0.34%) Microsoft Excel
5 1 (0.17%) Adobe Premiere
5 1 (0.17%) CATIA
5 1 (0.17%) Microsoft Office
Business Applications
1 9 (1.54%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 74 (12.67%) AWS
2 55 (9.42%) Azure
3 29 (4.97%) GCP
4 18 (3.08%) GitHub
5 16 (2.74%) Google Analytics
6 15 (2.57%) Google Ads
7 13 (2.23%) Amazon ECS
8 12 (2.05%) SaaS
9 9 (1.54%) Cloud Computing
10 8 (1.37%) Power Platform
10 8 (1.37%) Snowflake
11 5 (0.86%) Vertex AI
11 5 (0.86%) Virtual Private Cloud
12 4 (0.68%) Amazon EKS
12 4 (0.68%) AWS Lambda
12 4 (0.68%) Azure Data Factory
12 4 (0.68%) Serverless
12 4 (0.68%) Slack
13 3 (0.51%) Azure DevOps
13 3 (0.51%) Collibra
Communications & Networking
1 13 (2.23%) Wireless
2 12 (2.05%) Multicast
3 11 (1.88%) Broadband
3 11 (1.88%) LTE
4 9 (1.54%) 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%) Software-Defined Radio
5 7 (1.20%) SS7
5 7 (1.20%) UMTS
5 7 (1.20%) Wireshark
6 3 (0.51%) Ethernet
6 3 (0.51%) Internet
6 3 (0.51%) Wi-Fi
7 2 (0.34%) Firewall
8 1 (0.17%) MQTT
8 1 (0.17%) Remote Desktop
8 1 (0.17%) RS-422
Database & Business Intelligence
1 21 (3.60%) Metadata
2 18 (3.08%) Big Data
3 15 (2.57%) PostgreSQL
4 8 (1.37%) Amazon RDS
4 8 (1.37%) 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 (0.68%) 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
9 2 (0.34%) Data Mining
Development Applications
1 69 (11.82%) Git
2 21 (3.60%) Visual Studio Code
3 18 (3.08%) Rational DOORS
4 17 (2.91%) GitLab
5 15 (2.57%) JIRA
6 13 (2.23%) Jenkins
7 7 (1.20%) GCC
7 7 (1.20%) GDB
8 5 (0.86%) PetaLinux
9 4 (0.68%) CMake
9 4 (0.68%) MLflow
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
1 117 (20.03%) Finance
2 97 (16.61%) Social Skills
3 63 (10.79%) Analytical Skills
4 58 (9.93%) Inclusion and Diversity
5 49 (8.39%) Marketing
6 38 (6.51%) Banking
7 31 (5.31%) Aerospace
8 30 (5.14%) Electronics
9 27 (4.62%) Retail
10 24 (4.11%) Law
11 23 (3.94%) Advertising
12 14 (2.40%) Front Office
13 13 (2.23%) Financial Institution
13 13 (2.23%) Telecoms
14 11 (1.88%) Games
14 11 (1.88%) Legal
15 10 (1.71%) Manufacturing
16 8 (1.37%) Automotive
16 8 (1.37%) Military
17 7 (1.20%) Investment Banking
Job Titles
1 153 (26.20%) Software Engineer
2 125 (21.40%) Senior
3 81 (13.87%) Developer
4 62 (10.62%) Lead
5 45 (7.71%) Senior Software Engineer
6 41 (7.02%) Embedded Engineer
7 36 (6.16%) Data Scientist
8 32 (5.48%) C++ Software Engineer
9 28 (4.79%) Python Developer
9 28 (4.79%) Senior Developer
10 26 (4.45%) FPGA Engineer
11 25 (4.28%) Python Engineer
12 21 (3.60%) Embedded Software Engineer
12 21 (3.60%) Senior Embedded Engineer
13 20 (3.42%) Systems Engineer
14 19 (3.25%) Python Software Engineer
15 18 (3.08%) Principal Engineer
15 18 (3.08%) SEO Specialist
16 16 (2.74%) Architect
17 14 (2.40%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 32 (5.48%) PyTorch
2 28 (4.79%) .NET
2 28 (4.79%) HTML
3 27 (4.62%) React
4 26 (4.45%) CSS
5 25 (4.28%) Boost C++ Libraries
6 22 (3.77%) TensorFlow
7 17 (2.91%) NumPy
7 17 (2.91%) Pandas
8 16 (2.74%) FIX Protocol
9 15 (2.57%) STL
10 14 (2.40%) Kafka
10 14 (2.40%) Terraform
10 14 (2.40%) Yocto
11 12 (2.05%) pytest
12 9 (1.54%) Hugging Face
12 9 (1.54%) Node.js
13 8 (1.37%) FastAPI
13 8 (1.37%) Google JAX
13 8 (1.37%) JAX
Miscellaneous
1 81 (13.87%) Data Structures
2 45 (7.71%) Embedded Systems
3 44 (7.53%) FPGA
4 36 (6.16%) Robotics
5 32 (5.48%) Distributed Systems
6 29 (4.97%) Equities
7 24 (4.11%) VHDL
8 21 (3.60%) PCIe
9 16 (2.74%) Product Ownership
10 15 (2.57%) Management Information System
11 14 (2.40%) Fixed Income
11 14 (2.40%) Hedge funds
11 14 (2.40%) Verilog
12 13 (2.23%) Derivative
13 12 (2.05%) Cloud Native
14 10 (1.71%) Renewable Energy
15 9 (1.54%) ASIC
15 9 (1.54%) Device Driver
15 9 (1.54%) Driving Licence
15 9 (1.54%) NVMe
Operating Systems
1 66 (11.30%) Linux
2 18 (3.08%) Embedded Linux
3 16 (2.74%) Windows
4 5 (0.86%) 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
1 243 (41.61%) Software Engineering
2 185 (31.68%) AI
3 156 (26.71%) Machine Learning
4 150 (25.68%) Computer Science
5 106 (18.15%) Agile
6 105 (17.98%) Problem-Solving
7 99 (16.95%) Data Science
8 87 (14.90%) Mathematics
9 81 (13.87%) Analytics
10 73 (12.50%) CI/CD
11 60 (10.27%) Decision-Making
11 60 (10.27%) Signal Processing
12 57 (9.76%) Mentoring
13 56 (9.59%) Continuous Improvement
14 54 (9.25%) Validation
15 52 (8.90%) Test Automation
16 45 (7.71%) Physics
17 44 (7.53%) Deep Learning
17 44 (7.53%) Roadmaps
18 43 (7.36%) Low Latency
Programming Languages
1 297 (50.86%) Python
2 166 (28.42%) C++
3 66 (11.30%) C
4 60 (10.27%) C#
5 48 (8.22%) SQL
6 47 (8.05%) MATLAB
7 46 (7.88%) Java
8 28 (4.79%) JavaScript
9 25 (4.28%) TypeScript
10 22 (3.77%) Embedded C++
11 19 (3.25%) Embedded C
11 19 (3.25%) Rust
12 13 (2.23%) Go
13 9 (1.54%) Assembly Language
13 9 (1.54%) R
14 5 (0.86%) SystemVerilog
15 4 (0.68%) Fortran
16 3 (0.51%) Shell Script
16 3 (0.51%) VBA
17 2 (0.34%) Bash
Qualifications
1 175 (29.97%) Degree
2 90 (15.41%) Security Cleared
3 49 (8.39%) Computer Science Degree
3 49 (8.39%) SC Cleared
4 45 (7.71%) Master's Degree
5 37 (6.34%) PhD
6 29 (4.97%) DV Cleared
7 18 (3.08%) BPSS Clearance
8 13 (2.23%) AWS Certification
9 9 (1.54%) DBS Check
10 8 (1.37%) Numerate Degree
11 3 (0.51%) AWS Certified Solutions Architect
11 3 (0.51%) 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 (5.65%) QA
2 15 (2.57%) Accessibility
3 13 (2.23%) GDPR
4 11 (1.88%) Data Quality
5 8 (1.37%) 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 (0.68%) 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 49 (8.39%) Docker
2 40 (6.85%) Firmware
3 21 (3.60%) Embedded Firmware
4 5 (0.86%) 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 (5.99%) Kubernetes
2 5 (0.86%) 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 36 (6.16%) Google
2 16 (2.74%) Microsoft
3 12 (2.05%) Xilinx
4 10 (1.71%) Altera
4 10 (1.71%) Screaming Frog
5 9 (1.54%) IBM
6 8 (1.37%) OpenAI
7 6 (1.03%) Ahrefs
7 6 (1.03%) Thales
7 6 (1.03%) TikTok
8 5 (0.86%) Databricks
9 4 (0.68%) Dell
9 4 (0.68%) Foundry
9 4 (0.68%) HP
9 4 (0.68%) Intel
9 4 (0.68%) McAfee
9 4 (0.68%) Sitebulb
9 4 (0.68%) VMware
10 3 (0.51%) Dynatrace
10 3 (0.51%) Rockwell