Algorithms Job Trends in England

Algorithms
UK > England

The table below looks at the prevalence of the term Algorithms in permanent job vacancies in England. Included is a benchmarking guide to the salaries offered in vacancies that cited Algorithms over the 6 months leading up to 1 October 2026, comparing them to the same period in the previous two years.

6 months to
1 Oct 2026
Same period 2025 Same period 2024
Rank 327 254 210
Rank change year-on-year -73 -44 +75
Permanent jobs citing Algorithms 551 513 874
As % of all permanent jobs in England 0.53% 1.19% 1.31%
As % of the Miscellaneous category 2.03% 2.84% 4.04%
Number of salaries quoted 349 229 376
10th Percentile £35,450 £37,289 £39,250
25th Percentile £52,500 £47,500 £50,000
Median annual salary (50th Percentile) £67,500 £70,600 £65,000
Median % change year-on-year -4.39% +8.62% -13.33%
75th Percentile £81,250 £106,250 £83,875
90th Percentile £100,000 £138,000 £103,125
UK median annual salary £66,250 £70,000 £65,000
% change year-on-year -5.36% +7.69% -7.90%

All Generic Skills
England

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 in England.

Permanent vacancies with a requirement for generic IT skills 27,127 18,055 21,660
As % of all permanent jobs advertised in England 26.13% 41.84% 32.44%
Number of salaries quoted 17,662 9,152 10,926
10th Percentile £31,250 £28,500 £32,000
25th Percentile £41,250 £36,250 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £60,000
Median % change year-on-year +4.55% -8.33% -6.93%
75th Percentile £80,000 £78,750 £85,000
90th Percentile £100,000 £105,000 £112,500
UK median annual salary £57,152 £55,000 £60,000
% change year-on-year +3.91% -8.33% -4.00%

Algorithms
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Algorithms relative to all permanent IT jobs advertised in England.

Algorithms job vacancy trend in England

Algorithms
Salary Trend in England

Salary distribution trend for jobs in England citing Algorithms.

Salary distribution trend for jobs in England citing Algorithms

Algorithms
Salary Histogram in England

Salary distribution for jobs citing Algorithms in England over the 6 months to 1 October 2026.

Salary histogram for Algorithms in England

Algorithms
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the England region over the 6 months to 1 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
London -125 166 £82,500 -24.14% 858
South East -21 149 £70,000 +12.90% 163
East of England +24 120 £65,000 +18.18% 149
North of England -50 47 £52,000 +41.50% 94
South West -68 41 £61,250 +24.37% 95
Midlands -35 27 £67,500 +8.00% 69
Yorkshire -19 22 £32,500 -7.14% 23
West Midlands -39 17 £67,500 +22.73% 42
North East -54 13 £60,000 -47.83% 10
North West -33 12 £60,000 +33.33% 62
East Midlands -29 10 £95,000 +46.15% 27
Algorithms
UK

Algorithms
Co-Occurring Skills & Capabilities in England 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 9 (1.63%) Apache Spark
2 6 (1.09%) SAS
3 5 (0.91%) CMS
4 3 (0.54%) Jupyter
5 2 (0.36%) Apache Airflow
5 2 (0.36%) Apache Pulsar
6 1 (0.18%) Apache
6 1 (0.18%) Confluence
6 1 (0.18%) Kinematics
6 1 (0.18%) R Markdown
6 1 (0.18%) SharePoint
6 1 (0.18%) WordPress
Applications
1 23 (4.17%) Simulink
2 4 (0.73%) Chatbot
2 4 (0.73%) Mathematica
3 3 (0.54%) Blender
3 3 (0.54%) Maya
4 2 (0.36%) Microsoft Excel
5 1 (0.18%) Adobe Premiere
5 1 (0.18%) CATIA
5 1 (0.18%) Microsoft Office
Business Applications
1 9 (1.63%) Towers Watson Igloo
2 1 (0.18%) Dynamics GP
2 1 (0.18%) Shopify
Cloud Services
1 67 (12.16%) AWS
2 49 (8.89%) Azure
3 24 (4.36%) GCP
4 16 (2.90%) Google Analytics
5 15 (2.72%) GitHub
5 15 (2.72%) Google Ads
6 12 (2.18%) SaaS
7 10 (1.81%) Amazon ECS
8 8 (1.45%) Cloud Computing
8 8 (1.45%) Power Platform
9 7 (1.27%) Snowflake
10 5 (0.91%) Vertex AI
10 5 (0.91%) Virtual Private Cloud
11 4 (0.73%) Amazon EKS
11 4 (0.73%) AWS Lambda
11 4 (0.73%) Azure Data Factory
11 4 (0.73%) Serverless
11 4 (0.73%) Slack
12 3 (0.54%) Amazon SageMaker
12 3 (0.54%) Azure DevOps
Communications & Networking
1 13 (2.36%) Wireless
2 12 (2.18%) Multicast
3 11 (2.00%) Broadband
3 11 (2.00%) LTE
4 9 (1.63%) 5G
5 7 (1.27%) 3GPP
5 7 (1.27%) GSM
5 7 (1.27%) Radio Access Network
5 7 (1.27%) RANAP
5 7 (1.27%) Software-Defined Radio
5 7 (1.27%) SS7
5 7 (1.27%) UMTS
5 7 (1.27%) Wireshark
6 3 (0.54%) Ethernet
6 3 (0.54%) Internet
6 3 (0.54%) Wi-Fi
7 2 (0.36%) Firewall
8 1 (0.18%) DHCP
8 1 (0.18%) DNS
8 1 (0.18%) Kerberos
Database & Business Intelligence
1 20 (3.63%) Metadata
2 19 (3.45%) Big Data
3 16 (2.90%) PostgreSQL
4 8 (1.45%) Amazon RDS
4 8 (1.45%) Power BI
5 6 (1.09%) BigQuery
5 6 (1.09%) GIS
6 5 (0.91%) Elasticsearch
6 5 (0.91%) MySQL
6 5 (0.91%) NoSQL
7 4 (0.73%) Hadoop
7 4 (0.73%) KDB
7 4 (0.73%) MongoDB
7 4 (0.73%) Redis
7 4 (0.73%) Tableau
8 3 (0.54%) DynamoDB
8 3 (0.54%) Relational Database
9 2 (0.36%) Amazon Redshift
9 2 (0.36%) Data Warehouse
9 2 (0.36%) SQL Server
Development Applications
1 68 (12.34%) Git
2 20 (3.63%) Visual Studio Code
3 18 (3.27%) Rational DOORS
4 15 (2.72%) JIRA
5 14 (2.54%) GitLab
6 10 (1.81%) Jenkins
7 7 (1.27%) GCC
7 7 (1.27%) GDB
8 5 (0.91%) MLflow
8 5 (0.91%) PetaLinux
9 4 (0.73%) CMake
10 3 (0.54%) Visual Studio
11 2 (0.36%) Plastic SCM
11 2 (0.36%) Rational Rhapsody
11 2 (0.36%) TeamCity
12 1 (0.18%) QUnit
12 1 (0.18%) Subversion
12 1 (0.18%) Valgrind
General
1 95 (17.24%) Finance
2 89 (16.15%) Social Skills
3 61 (11.07%) Analytical Skills
4 40 (7.26%) Inclusion and Diversity
5 37 (6.72%) Marketing
6 35 (6.35%) Banking
7 29 (5.26%) Electronics
8 28 (5.08%) Aerospace
9 26 (4.72%) Retail
10 16 (2.90%) Advertising
11 14 (2.54%) Law
12 13 (2.36%) Financial Institution
12 13 (2.36%) Front Office
12 13 (2.36%) Telecoms
13 10 (1.81%) Legal
14 9 (1.63%) Manufacturing
15 8 (1.45%) Automotive
15 8 (1.45%) Games
15 8 (1.45%) Military
16 7 (1.27%) Investment Banking
Job Titles
1 151 (27.40%) Software Engineer
2 122 (22.14%) Senior
3 79 (14.34%) Developer
4 52 (9.44%) Lead
5 45 (8.17%) Senior Software Engineer
6 41 (7.44%) Embedded Engineer
7 34 (6.17%) Data Scientist
8 32 (5.81%) C++ Software Engineer
9 27 (4.90%) Senior Developer
10 26 (4.72%) FPGA Engineer
10 26 (4.72%) Python Developer
10 26 (4.72%) Python Engineer
11 21 (3.81%) Embedded Software Engineer
11 21 (3.81%) Senior Embedded Engineer
12 20 (3.63%) Python Software Engineer
13 18 (3.27%) Principal Engineer
13 18 (3.27%) SEO Specialist
14 16 (2.90%) Architect
14 16 (2.90%) Systems Engineer
15 15 (2.72%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 28 (5.08%) PyTorch
2 27 (4.90%) HTML
2 27 (4.90%) React
3 26 (4.72%) CSS
4 25 (4.54%) .NET
5 24 (4.36%) Boost C++ Libraries
6 23 (4.17%) TensorFlow
7 16 (2.90%) FIX Protocol
8 15 (2.72%) NumPy
8 15 (2.72%) Pandas
8 15 (2.72%) STL
9 14 (2.54%) Yocto
10 12 (2.18%) pytest
11 11 (2.00%) Kafka
11 11 (2.00%) Terraform
12 9 (1.63%) Node.js
13 8 (1.45%) ASP.NET
13 8 (1.45%) Django
13 8 (1.45%) Flask
13 8 (1.45%) REST
Miscellaneous
1 77 (13.97%) Data Structures
2 45 (8.17%) Embedded Systems
3 44 (7.99%) FPGA
4 36 (6.53%) Robotics
5 32 (5.81%) Distributed Systems
6 28 (5.08%) Equities
7 24 (4.36%) VHDL
8 21 (3.81%) PCIe
9 16 (2.90%) Product Ownership
10 14 (2.54%) Fixed Income
10 14 (2.54%) Management Information System
10 14 (2.54%) Verilog
11 13 (2.36%) Derivative
11 13 (2.36%) Hedge funds
12 10 (1.81%) Renewable Energy
13 9 (1.63%) ASIC
13 9 (1.63%) Cloud Native
13 9 (1.63%) Device Driver
13 9 (1.63%) Driving Licence
13 9 (1.63%) NVMe
Operating Systems
1 65 (11.80%) Linux
2 18 (3.27%) Embedded Linux
3 16 (2.90%) Windows
4 5 (0.91%) Robot Operating System
5 4 (0.73%) Windows Server 2008
5 4 (0.73%) Windows Server 2012
5 4 (0.73%) Windows Server 2016
5 4 (0.73%) Windows Server 2019
6 3 (0.54%) Unix
6 3 (0.54%) Windows Server
7 1 (0.18%) Android
7 1 (0.18%) Apple iOS
7 1 (0.18%) CentOS
7 1 (0.18%) Debian
7 1 (0.18%) Mac OS X
7 1 (0.18%) Windows 10
Processes & Methodologies
1 242 (43.92%) Software Engineering
2 168 (30.49%) AI
3 147 (26.68%) Computer Science
4 142 (25.77%) Machine Learning
5 106 (19.24%) Agile
6 101 (18.33%) Problem-Solving
7 93 (16.88%) Data Science
8 84 (15.25%) Mathematics
9 76 (13.79%) Analytics
10 69 (12.52%) CI/CD
11 57 (10.34%) Signal Processing
12 53 (9.62%) Decision-Making
12 53 (9.62%) Mentoring
13 50 (9.07%) Continuous Improvement
14 49 (8.89%) Test Automation
15 48 (8.71%) Validation
16 44 (7.99%) Roadmaps
17 41 (7.44%) Low Latency
17 41 (7.44%) SDLC
18 40 (7.26%) Deep Learning
Programming Languages
1 286 (51.91%) Python
2 165 (29.95%) C++
3 66 (11.98%) C
4 61 (11.07%) C#
5 48 (8.71%) MATLAB
6 47 (8.53%) SQL
7 43 (7.80%) Java
8 28 (5.08%) JavaScript
9 25 (4.54%) TypeScript
10 22 (3.99%) Embedded C++
11 19 (3.45%) Embedded C
11 19 (3.45%) Rust
12 11 (2.00%) Go
13 9 (1.63%) Assembly Language
13 9 (1.63%) R
14 5 (0.91%) SystemVerilog
15 4 (0.73%) Fortran
16 3 (0.54%) Shell Script
16 3 (0.54%) VBA
17 2 (0.36%) Bash
Qualifications
1 168 (30.49%) Degree
2 87 (15.79%) Security Cleared
3 50 (9.07%) Computer Science Degree
4 46 (8.35%) SC Cleared
5 45 (8.17%) Master's Degree
6 31 (5.63%) PhD
7 26 (4.72%) DV Cleared
8 15 (2.72%) BPSS Clearance
9 9 (1.63%) AWS Certification
9 9 (1.63%) DBS Check
10 8 (1.45%) Numerate Degree
11 3 (0.54%) CISSP
12 2 (0.36%) Microsoft Certification
13 1 (0.18%) HND
13 1 (0.18%) Microsoft Certified Professional
Quality Assurance & Compliance
1 33 (5.99%) QA
2 13 (2.36%) GDPR
3 12 (2.18%) Accessibility
4 11 (2.00%) Data Quality
5 8 (1.45%) ISO/IEC 15288
6 6 (1.09%) Automotive SPICE
6 6 (1.09%) ISO 26262
6 6 (1.09%) MISRA
6 6 (1.09%) MISRA C
7 5 (0.91%) Actionable Recommendations
8 4 (0.73%) ISO/IEC 12207
9 3 (0.54%) ISO/IEC 27001
9 3 (0.54%) NIST
9 3 (0.54%) PCI DSS
10 1 (0.18%) ISO 9001
10 1 (0.18%) MiFID
System Software
1 47 (8.53%) Docker
2 40 (7.26%) Firmware
3 21 (3.81%) Embedded Firmware
4 5 (0.91%) Active Directory
5 4 (0.73%) Hyper-V
5 4 (0.73%) VMware ESXi
5 4 (0.73%) VMware Infrastructure
6 3 (0.54%) Slurm Workload Manager
7 1 (0.18%) Ceph
7 1 (0.18%) Lustre
7 1 (0.18%) NFS
7 1 (0.18%) Samba
Systems Management
1 30 (5.44%) Kubernetes
2 4 (0.73%) Kubeflow
2 4 (0.73%) SCCM
2 4 (0.73%) SCOM
2 4 (0.73%) Tivoli Identity Manager
3 2 (0.36%) Ansible
4 1 (0.18%) Functional Safety
4 1 (0.18%) Oracle ZFS
Vendors
1 35 (6.35%) Google
2 13 (2.36%) Microsoft
3 12 (2.18%) Xilinx
4 10 (1.81%) Altera
4 10 (1.81%) Screaming Frog
5 9 (1.63%) IBM
6 8 (1.45%) OpenAI
7 6 (1.09%) Ahrefs
7 6 (1.09%) Databricks
7 6 (1.09%) Thales
8 5 (0.91%) TikTok
9 4 (0.73%) Dell
9 4 (0.73%) Foundry
9 4 (0.73%) HP
9 4 (0.73%) Intel
9 4 (0.73%) McAfee
9 4 (0.73%) Sitebulb
9 4 (0.73%) VMware
10 3 (0.54%) Rockwell
11 2 (0.36%) YouTube