AIOps
UK

The following table provides summary statistics for permanent job vacancies with a requirement for AIOps skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited AIOps over the 6 months to 8 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 872 991 1157
Rank change year-on-year +119 +166 -294
Permanent jobs citing AIOps 16 4 78
As % of all permanent jobs advertised in the UK 0.016% 0.004% 0.050%
As % of the Processes & Methodologies category 0.019% 0.004% 0.052%
Number of salaries quoted 8 4 34
10th Percentile £48,750 £47,450 £48,875
25th Percentile £60,938 £49,250 £64,917
Median annual salary (50th Percentile) £75,000 £52,000 £75,000
Median % change year-on-year +44.23% -30.67% +20.00%
75th Percentile £85,000 £64,063 £115,000
90th Percentile £101,125 £82,625 £120,000
UK excluding London median annual salary £75,000 £50,500 £60,000
% change year-on-year +48.51% -15.83% -7.69%

All Process and Methodology Skills
UK

AIOps is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,937 97,101 150,579
As % of all permanent jobs advertised in the UK 85.64% 95.61% 95.65%
Number of salaries quoted 59,853 57,006 82,680
10th Percentile £29,000 £34,000 £33,515
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,750
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

AIOps
Job Vacancy Trend

Job postings citing AIOps as a proportion of all IT jobs advertised.

Job vacancy trend for AIOps in the UK

AIOps
Salary Trend

3-month moving average salary quoted in jobs citing AIOps.

Salary trend for AIOps in the UK

AIOps
Salary Histogram

Salary distribution for jobs citing AIOps over the 6 months to 8 May 2024.

Salary histogram for AIOps in the UK

AIOps
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AIOps within the UK over the 6 months to 8 May 2024. 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 12 £75,000 +44.23% 8
Work from Home - 10 £75,000 - 19
UK excluding London -4 8 £75,000 +48.51% 6
London +127 4 £137,500 +44.74% 2
North of England +43 3 £75,000 +57.89% 2
North East - 3 £75,000 - 2
South East - 3 £52,500 - 2
West Midlands - 2 £75,000 - 2
Midlands - 2 £75,000 - 2

AIOps
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (12.50%) Apache
1 2 (12.50%) Apache Airflow
1 2 (12.50%) Apache Spark
Cloud Services
1 6 (37.50%) AWS
1 6 (37.50%) GCP
2 5 (31.25%) Azure
3 3 (18.75%) Cloud Computing
3 3 (18.75%) Google Kubernetes Engine
3 3 (18.75%) IaaS
3 3 (18.75%) PaaS
4 2 (12.50%) Amazon EKS
4 2 (12.50%) Amazon EMR
4 2 (12.50%) Amazon S3
4 2 (12.50%) AWS Lambda
4 2 (12.50%) Datadog
4 2 (12.50%) Serverless
5 1 (6.25%) Azure DevOps
5 1 (6.25%) Azure Key Vault
5 1 (6.25%) Azure Monitor
5 1 (6.25%) GitHub
Communications & Networking
1 3 (18.75%) DNS
1 3 (18.75%) VPN
2 2 (12.50%) SNMP
2 2 (12.50%) TCP/IP
3 1 (6.25%) WAN
Database & Business Intelligence
1 4 (25.00%) DTS
2 3 (18.75%) Amazon Redshift
2 3 (18.75%) BigQuery
3 2 (12.50%) Electronic Patient Records
Development Applications
1 3 (18.75%) GitLab
General
1 9 (56.25%) Social Skills
2 4 (25.00%) Games
2 4 (25.00%) Inclusion and Diversity
3 1 (6.25%) Finance
3 1 (6.25%) Financial Institution
3 1 (6.25%) Law
Job Titles
1 5 (31.25%) Consultant
2 3 (18.75%) Data Engineer
2 3 (18.75%) Lead
2 3 (18.75%) Lead Data Engineer
2 3 (18.75%) Senior
2 3 (18.75%) Senior Data Engineer
3 2 (12.50%) Machine Learning Engineer
4 1 (6.25%) Cloud Engineer
4 1 (6.25%) Cloud Infrastructure Engineer
4 1 (6.25%) DevOps Engineer
4 1 (6.25%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 2 (12.50%) NumPy
1 2 (12.50%) Pandas
Miscellaneous
1 5 (31.25%) Distributed Computing
2 3 (18.75%) Hybrid Cloud
3 2 (12.50%) Enterprise Software
4 1 (6.25%) Data Centre
Operating Systems
1 6 (37.50%) Windows
2 5 (31.25%) Linux
2 5 (31.25%) Unix
3 1 (6.25%) Windows Server
3 1 (6.25%) Windows Server 2012
Processes & Methodologies
1 10 (62.50%) Artificial Intelligence
2 9 (56.25%) DevOps
2 9 (56.25%) Machine Learning
2 9 (56.25%) MLOps
3 8 (50.00%) Customer Requirements
4 7 (43.75%) Agile
4 7 (43.75%) Analytics
4 7 (43.75%) Data Engineering
4 7 (43.75%) Data Governance
5 6 (37.50%) CI/CD
6 5 (31.25%) Data Pipeline
6 5 (31.25%) Generative AI
6 5 (31.25%) Presales
6 5 (31.25%) Service Delivery
6 5 (31.25%) Software Engineering
6 5 (31.25%) Use Case
7 4 (25.00%) Data Architecture
7 4 (25.00%) Data Science
7 4 (25.00%) Data Strategy
7 4 (25.00%) Risk Analysis
Programming Languages
1 7 (43.75%) Python
2 1 (6.25%) Bash
2 1 (6.25%) PowerShell
Qualifications
1 3 (18.75%) AWS Certification
1 3 (18.75%) AWS Certified Solutions Architect
2 2 (12.50%) Computer Science Degree
2 2 (12.50%) Degree
2 2 (12.50%) TOGAF Certification
System Software
1 1 (6.25%) Active Directory
1 1 (6.25%) Virtual Machines
1 1 (6.25%) VMware Infrastructure
Systems Management
1 5 (31.25%) Kubernetes
2 4 (25.00%) Terraform
3 3 (18.75%) Ansible
4 2 (12.50%) Nagios
4 2 (12.50%) Netcool
4 2 (12.50%) ZABBIX
Vendors
1 5 (31.25%) Splunk
2 4 (25.00%) Dell
3 3 (18.75%) AppDynamics
3 3 (18.75%) Google
3 3 (18.75%) ScienceLogic
4 2 (12.50%) BigPanda
4 2 (12.50%) Dynatrace
4 2 (12.50%) IBM
4 2 (12.50%) LogicMonitor
4 2 (12.50%) New Relic
4 2 (12.50%) SolarWinds
5 1 (6.25%) Databricks
5 1 (6.25%) Microsoft
5 1 (6.25%) ServiceNow
5 1 (6.25%) VMware