Machine Learning Job Trends in Manchester

Machine Learning (ML)
North West > Manchester

The table below provides summary statistics and salary benchmarking for jobs advertised in Manchester requiring Machine Learning skills. It covers permanent job vacancies from the 6 months leading up to 17 July 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Jul 2026
Same period 2025 Same period 2024
Rank 81 53 71
Rank change year-on-year -28 +18 -22
Permanent jobs citing Machine Learning 108 130 172
As % of all permanent jobs in Manchester 1.69% 5.23% 3.22%
As % of the Processes & Methodologies category 2.31% 5.64% 3.89%
Number of salaries quoted 89 38 56
10th Percentile £37,750 £40,875 £46,250
25th Percentile £58,750 £53,125 £49,063
Median annual salary (50th Percentile) £75,000 £70,000 £60,000
Median % change year-on-year +7.14% +16.67% -
75th Percentile £91,250 £96,590 £77,500
90th Percentile £119,000 £97,528 £101,250
North West median annual salary £70,000 £60,000 £60,000
% change year-on-year +16.67% - -

All Process & Methodology Skills
Manchester

Machine Learning falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Manchester.

Permanent vacancies with a requirement for process or methodology skills 4,678 2,305 4,419
As % of all permanent jobs advertised in Manchester 73.31% 92.64% 82.83%
Number of salaries quoted 3,709 1,329 3,191
10th Percentile £33,500 £29,750 £30,000
25th Percentile £45,000 £38,250 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -7.60%
75th Percentile £78,957 £72,500 £68,750
90th Percentile £98,800 £87,550 £82,500
North West median annual salary £55,000 £50,055 £50,000
% change year-on-year +9.88% +0.11% -9.09%

Machine Learning
Job Vacancy Trend in Manchester

Historical trend showing the proportion of permanent IT job postings citing Machine Learning relative to all permanent IT jobs advertised in Manchester.

Machine Learning job vacancy trend in Manchester

Machine Learning
Salary Trend in Manchester

Salary distribution trend for jobs in Manchester citing Machine Learning.

Salary distribution trend for jobs in Manchester citing Machine Learning

Machine Learning
Salary Histogram in Manchester

Salary distribution for jobs citing Machine Learning in Manchester over the 6 months to 17 July 2026.

Salary histogram for Machine Learning in Manchester

Machine Learning
Co-Occurring Skills & Capabilities in Manchester 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 6 (5.56%) Jupyter
2 5 (4.63%) Apache Spark
3 2 (1.85%) Apache
Applications
1 7 (6.48%) Chatbot
Business Applications
1 1 (0.93%) SAP S/4HANA
Cloud Services
1 52 (48.15%) AWS
2 30 (27.78%) Azure
3 25 (23.15%) SaaS
4 19 (17.59%) GCP
5 10 (9.26%) Amazon S3
6 9 (8.33%) Cloud Computing
7 8 (7.41%) AWS Lambda
7 8 (7.41%) Serverless
8 6 (5.56%) Pulumi
9 5 (4.63%) Power Platform
10 4 (3.70%) Amazon Kinesis
10 4 (3.70%) Amazon SageMaker
10 4 (3.70%) IaaS
10 4 (3.70%) PaaS
10 4 (3.70%) Twilio
11 3 (2.78%) Azure Data Factory
11 3 (2.78%) Datadog
11 3 (2.78%) GitHub
11 3 (2.78%) Microsoft Purview
12 2 (1.85%) Anthropic Claude
Communications & Networking
1 3 (2.78%) BGP
1 3 (2.78%) OSPF
1 3 (2.78%) TCP/IP
1 3 (2.78%) VLAN
2 2 (1.85%) IPFIX
2 2 (1.85%) SNMP
Database & Business Intelligence
1 11 (10.19%) Data Warehouse
2 7 (6.48%) Amazon Athena
2 7 (6.48%) Amazon Redshift
2 7 (6.48%) Big Data
3 5 (4.63%) SQL Server
4 4 (3.70%) Data Mining
4 4 (3.70%) Electronic Patient Records
5 3 (2.78%) MongoDB
5 3 (2.78%) Power BI
6 1 (0.93%) Azure SQL Database
6 1 (0.93%) BigQuery
6 1 (0.93%) Data Vault
6 1 (0.93%) Delta Lake
6 1 (0.93%) InfluxDB
6 1 (0.93%) Looker
6 1 (0.93%) Tableau
Development Applications
1 6 (5.56%) Git
1 6 (5.56%) Visual Studio Code
2 2 (1.85%) GitLab
2 2 (1.85%) Jenkins
3 1 (0.93%) Gemini Tracker
3 1 (0.93%) JIRA
3 1 (0.93%) MLflow
3 1 (0.93%) Mocha
General
1 28 (25.93%) Finance
2 18 (16.67%) Social Skills
3 15 (13.89%) Analytical Skills
4 13 (12.04%) Public Sector
5 12 (11.11%) Retail
6 9 (8.33%) Manufacturing
7 6 (5.56%) Inclusion and Diversity
7 6 (5.56%) Law
8 4 (3.70%) Health Technology
9 3 (2.78%) French Language
9 3 (2.78%) Games
9 3 (2.78%) Italian Language
9 3 (2.78%) Portuguese Language
9 3 (2.78%) Spanish Language
10 2 (1.85%) Advertising
10 2 (1.85%) Financial Institution
10 2 (1.85%) Organisational Skills
10 2 (1.85%) Presentation Skills
10 2 (1.85%) Telecoms
11 1 (0.93%) Influencing Skills
Job Titles
1 22 (20.37%) Senior
2 15 (13.89%) Data Scientist
3 14 (12.96%) Senior Data Scientist
4 13 (12.04%) Data Engineer
4 13 (12.04%) Lead
5 11 (10.19%) Architect
6 8 (7.41%) Artificial Intelligence Engineer
7 7 (6.48%) Lead Data Scientist
7 7 (6.48%) Security Engineer
8 6 (5.56%) Applications Engineer
8 6 (5.56%) Artificial Intelligence Programmer
8 6 (5.56%) Graduate
8 6 (5.56%) Programmer
8 6 (5.56%) Trainee
8 6 (5.56%) Trainee Programmer
9 5 (4.63%) Chief Technology Officer
9 5 (4.63%) Engineering Manager
10 4 (3.70%) Java Architect
10 4 (3.70%) Sales Manager
10 4 (3.70%) Security Architect
Libraries, Frameworks & Software Standards
1 11 (10.19%) scikit-learn
2 10 (9.26%) JWT
2 10 (9.26%) NumPy
2 10 (9.26%) OAuth
2 10 (9.26%) OpenID
2 10 (9.26%) Pandas
2 10 (9.26%) SAML
3 8 (7.41%) Kafka
3 8 (7.41%) LangChain
4 6 (5.56%) CSS
4 6 (5.56%) HTML
4 6 (5.56%) Hugging Face
4 6 (5.56%) Matplotlib
4 6 (5.56%) OAuth2
4 6 (5.56%) Streamlit
5 4 (3.70%) .NET
5 4 (3.70%) LlamaIndex
5 4 (3.70%) RESTful
5 4 (3.70%) Spring
5 4 (3.70%) Spring Boot
Miscellaneous
1 10 (9.26%) Algorithms
1 10 (9.26%) Cloud Native
2 9 (8.33%) Distributed Systems
3 8 (7.41%) AI Agents
4 7 (6.48%) Enterprise Software
4 7 (6.48%) Onboarding
5 6 (5.56%) Life Science
6 4 (3.70%) IVR
6 4 (3.70%) NHS
7 3 (2.78%) Data Centre
7 3 (2.78%) Product Ownership
8 2 (1.85%) Cyberattack
8 2 (1.85%) Greenfield Project
8 2 (1.85%) Hybrid Cloud
8 2 (1.85%) Private Cloud
9 1 (0.93%) BBC
9 1 (0.93%) Credit Risk
9 1 (0.93%) Data Structures
9 1 (0.93%) Management Information System
9 1 (0.93%) Social Media
Operating Systems
1 3 (2.78%) Android
1 3 (2.78%) Apple iOS
Processes & Methodologies
1 80 (74.07%) AI
2 40 (37.04%) Analytics
3 31 (28.70%) LLM
4 28 (25.93%) Data Science
5 26 (24.07%) CI/CD
6 23 (21.30%) Problem-Solving
7 20 (18.52%) Data Pipeline
8 19 (17.59%) Roadmaps
9 18 (16.67%) Mentoring
9 18 (16.67%) Software Engineering
10 17 (15.74%) Agile
11 16 (14.81%) Data Engineering
11 16 (14.81%) Fintech
11 16 (14.81%) Generative AI
12 15 (13.89%) Decision-Making
12 15 (13.89%) Workflow
13 14 (12.96%) Continuous Improvement
13 14 (12.96%) Data Privacy
13 14 (12.96%) Prompt Engineering
13 14 (12.96%) Use Case
Programming Languages
1 56 (51.85%) Python
2 29 (26.85%) SQL
3 10 (9.26%) Java
4 9 (8.33%) JavaScript
5 5 (4.63%) Scala
6 4 (3.70%) Bash
6 4 (3.70%) TypeScript
7 2 (1.85%) Go
8 1 (0.93%) C#
Qualifications
1 12 (11.11%) Degree
2 6 (5.56%) AWS Certification
2 6 (5.56%) AWS Certified Cloud Practitioner
2 6 (5.56%) DBS Check
2 6 (5.56%) Security Cleared
3 2 (1.85%) Computer Science Degree
3 2 (1.85%) DV Cleared
4 1 (0.93%) BPSS Clearance
4 1 (0.93%) SC Cleared
Quality Assurance & Compliance
1 12 (11.11%) Data Quality
2 5 (4.63%) GDPR
3 4 (3.70%) ISO/IEC 27001
3 4 (3.70%) PCI DSS
4 3 (2.78%) QA
4 3 (2.78%) SLA
5 2 (1.85%) Accessibility
System Software
1 5 (4.63%) Docker
Systems Management
1 9 (8.33%) Kubernetes
1 9 (8.33%) Terraform
2 5 (4.63%) Grafana
3 4 (3.70%) Prometheus
4 3 (2.78%) Nagios
5 2 (1.85%) Istio
5 2 (1.85%) linkerd
5 2 (1.85%) Progress Chef
5 2 (1.85%) Puppet
6 1 (0.93%) ZABBIX
Vendors
1 11 (10.19%) Microsoft
2 6 (5.56%) Databricks
3 4 (3.70%) Google
3 4 (3.70%) Oracle
4 2 (1.85%) OpenAI
5 1 (0.93%) Apple
5 1 (0.93%) Facebook
5 1 (0.93%) SAP
5 1 (0.93%) SolarWinds
5 1 (0.93%) Sony
5 1 (0.93%) Yahoo!