DataOps Job Trends

DataOps
UK

The table below provides summary statistics and salary benchmarking for jobs requiring DataOps skills. It covers permanent job vacancies from the 6 months leading up to 15 January 2026, with comparisons to the same periods in the previous two years.

6 months to
15 Jan 2026
Same period 2025 Same period 2024
Rank 557 532 614
Rank change year-on-year -25 +82 +129
Permanent jobs citing DataOps 92 179 99
As % of all permanent jobs in the UK 0.15% 0.33% 0.18%
As % of the Processes & Methodologies category 0.19% 0.37% 0.20%
Number of salaries quoted 58 107 83
10th Percentile £50,475 £49,500 £32,250
25th Percentile £61,250 £63,125 £53,500
Median annual salary (50th Percentile) £80,000 £75,000 £70,000
Median % change year-on-year +6.67% +7.14% -3.45%
75th Percentile £90,000 £91,875 £88,750
90th Percentile £140,000 £116,000 £103,430
UK excluding London median annual salary £55,200 £75,000 £55,000
% change year-on-year -26.40% +36.36% -24.14%

All Process & Methodology Skills
UK

DataOps 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.

Permanent vacancies with a requirement for process or methodology skills 48,808 48,616 49,870
As % of all permanent jobs advertised in the UK 80.95% 90.71% 89.93%
Number of salaries quoted 28,796 23,669 37,967
10th Percentile £28,500 £35,000 £31,250
25th Percentile £37,500 £45,000 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £75,000 £80,000 £77,715
90th Percentile £95,000 £100,000 £97,500
UK excluding London median annual salary £50,000 £55,000 £51,971
% change year-on-year -9.09% +5.83% -5.51%

DataOps
Job Vacancy Trend

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

DataOps job vacancy trend in the UK

DataOps
Salary Trend

Salary distribution trend for jobs in the UK citing DataOps.

Salary distribution trend for jobs in the UK citing DataOps

DataOps
Salary Histogram

Salary distribution for jobs citing DataOps over the 6 months to 15 January 2026.

Salary histogram for DataOps in the UK

DataOps
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DataOps within the UK over the 6 months to 15 January 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 -13 81 £80,000 +6.67% 37
London +22 58 £81,500 +8.67% 11
Work from Home +60 51 £80,000 -5.88% 27
UK excluding London -12 25 £55,200 -26.40% 30
Midlands +25 12 £55,000 -6.38% 11
West Midlands +20 8 £55,000 -6.38% 5
North of England -4 4 £59,000 -26.25% 5
Scotland -10 4 - -
East Midlands - 4 £48,500 - 6
South West -4 3 £58,850 +12.10% 5
North East +11 2 - -
Yorkshire -16 2 £59,000 -26.25%
East of England +22 1 - -
South East +16 1 £90,000 +5.88% 8

DataOps
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 10 (10.87%) Apache Spark
2 6 (6.52%) Apache Airflow
3 1 (1.09%) Confluence
3 1 (1.09%) SharePoint
Applications
1 2 (2.17%) Microsoft Excel
2 1 (1.09%) Microsoft Office
Business Applications
1 7 (7.61%) SAP S/4HANA
2 4 (4.35%) Oracle EBS
2 4 (4.35%) Oracle Procure-to-Pay
3 2 (2.17%) Dynamics CRM
4 1 (1.09%) Dynamics GP
4 1 (1.09%) Raiser’s Edge
4 1 (1.09%) SAP ERP
4 1 (1.09%) Temenos T24
Cloud Services
1 39 (42.39%) Azure
2 23 (25.00%) Power Platform
3 19 (20.65%) Azure Synapse Analytics
4 17 (18.48%) AWS
5 6 (6.52%) Azure Data Factory
6 5 (5.43%) Amazon S3
6 5 (5.43%) Azure DevOps
6 5 (5.43%) Microsoft 365
7 4 (4.35%) dbt
7 4 (4.35%) Entra ID
7 4 (4.35%) IaaS
7 4 (4.35%) PaaS
7 4 (4.35%) SaaS
7 4 (4.35%) Snowflake
8 3 (3.26%) Amazon SageMaker
8 3 (3.26%) Azure AKS
8 3 (3.26%) Fivetran
8 3 (3.26%) GCP
8 3 (3.26%) Microsoft Purview
8 3 (3.26%) Serverless
Communications & Networking
1 3 (3.26%) Unified Communications
Database & Business Intelligence
1 20 (21.74%) Power BI
2 13 (14.13%) Big Data
2 13 (14.13%) Data Warehouse
3 12 (13.04%) Metadata
4 8 (8.70%) Amazon Redshift
4 8 (8.70%) Oracle Database
4 8 (8.70%) Oracle Exadata
5 7 (7.61%) Hadoop
5 7 (7.61%) NoSQL
6 6 (6.52%) Data Lake
6 6 (6.52%) SQL Server
7 4 (4.35%) BigQuery
7 4 (4.35%) Delta Lake
7 4 (4.35%) Oracle Reports
7 4 (4.35%) SQL Server Integration Services
8 3 (3.26%) DB2
8 3 (3.26%) Parquet
8 3 (3.26%) PostgreSQL
8 3 (3.26%) SQL Server Reporting Services
8 3 (3.26%) Tableau
Development Applications
1 2 (2.17%) JIRA
2 1 (1.09%) Git
2 1 (1.09%) Jenkins
2 1 (1.09%) MLflow
General
1 44 (47.83%) Social Skills
2 26 (28.26%) Finance
3 25 (27.17%) Analytical Skills
4 13 (14.13%) Law
5 12 (13.04%) Influencing Skills
5 12 (13.04%) Organisational Skills
6 9 (9.78%) Marketing
6 9 (9.78%) Public Sector
7 7 (7.61%) Inclusion and Diversity
8 6 (6.52%) Legal
9 3 (3.26%) Billing
9 3 (3.26%) Manufacturing
9 3 (3.26%) Retail
10 2 (2.17%) Banking
11 1 (1.09%) Games
11 1 (1.09%) Pharmaceutical
Job Titles
1 20 (21.74%) Lead
2 19 (20.65%) Data Engineer
3 16 (17.39%) DataOps Engineer
4 13 (14.13%) Senior
5 12 (13.04%) Architect
6 11 (11.96%) Analyst
7 9 (9.78%) Data Analyst
7 9 (9.78%) DataOps Leader
8 8 (8.70%) Business Analyst
8 8 (8.70%) Data Business Analyst
8 8 (8.70%) Database Architect
8 8 (8.70%) Insurance Business Analyst
8 8 (8.70%) Operations Engineer
8 8 (8.70%) Oracle Architect
9 7 (7.61%) Product Lead
10 6 (6.52%) Big Data Engineer
10 6 (6.52%) Lead Big Data Engineer
10 6 (6.52%) Senior Manager
11 5 (5.43%) IT Manager
11 5 (5.43%) Operations Manager
Libraries, Frameworks & Software Standards
1 10 (10.87%) Kafka
2 6 (6.52%) PySpark
3 4 (4.35%) JSON
3 4 (4.35%) XML
4 1 (1.09%) ARM Templates
4 1 (1.09%) Middleware
Miscellaneous
1 8 (8.70%) FMCG
2 7 (7.61%) Product Ownership
3 3 (3.26%) Cloud Native
3 3 (3.26%) Data Centre
3 3 (3.26%) Hybrid Cloud
3 3 (3.26%) Legacy Systems
3 3 (3.26%) Management Information System
4 2 (2.17%) Data Structures
4 2 (2.17%) Renewable Energy
4 2 (2.17%) Self-Motivation
5 1 (1.09%) AI Agents
5 1 (1.09%) Analytical Mindset
5 1 (1.09%) Biopharmaceutical
5 1 (1.09%) Data Fabric
5 1 (1.09%) Life Science
5 1 (1.09%) LIMS
5 1 (1.09%) Low-Code
5 1 (1.09%) Replication
5 1 (1.09%) SCADA
5 1 (1.09%) Video\Live Streaming
Operating Systems
1 4 (4.35%) Unix
Processes & Methodologies
1 43 (46.74%) Analytics
2 34 (36.96%) Business Intelligence
3 32 (34.78%) Data Modelling
4 31 (33.70%) Data Engineering
5 29 (31.52%) ETL
6 27 (29.35%) CI/CD
7 25 (27.17%) Data Pipeline
7 25 (27.17%) Decision-Making
8 23 (25.00%) DevOps
9 22 (23.91%) Continuous Improvement
9 22 (23.91%) Data Governance
10 20 (21.74%) Observability
11 19 (20.65%) Machine Learning
12 17 (18.48%) Cost Optimisation
13 16 (17.39%) AI
14 15 (16.30%) Data Management
15 14 (15.22%) Computer Science
16 13 (14.13%) Migration
16 13 (14.13%) Technical Leadership
17 12 (13.04%) Data Architecture
Programming Languages
1 38 (41.30%) SQL
2 16 (17.39%) Python
3 5 (5.43%) T-SQL
4 3 (3.26%) Scala
5 2 (2.17%) Data Analysis Expressions
5 2 (2.17%) PowerShell
6 1 (1.09%) Bicep
Qualifications
1 16 (17.39%) Degree
2 13 (14.13%) Computer Science Degree
3 8 (8.70%) OCP
3 8 (8.70%) Oracle Certification
4 4 (4.35%) Security Cleared
5 2 (2.17%) Azure Certification
5 2 (2.17%) DBS Check
5 2 (2.17%) SC Cleared
6 1 (1.09%) Master's Degree
6 1 (1.09%) Microsoft Certification
6 1 (1.09%) TOGAF Certification
Quality Assurance & Compliance
1 35 (38.04%) Data Quality
2 10 (10.87%) QA
3 8 (8.70%) GDPR
4 7 (7.61%) SLA
5 4 (4.35%) Sarbanes-Oxley
6 2 (2.17%) PERC
7 1 (1.09%) Accessibility
7 1 (1.09%) GMP
7 1 (1.09%) ISO/IEC 27001
System Software
1 8 (8.70%) Oracle RAC
2 5 (5.43%) Active Directory
3 3 (3.26%) Docker
4 1 (1.09%) Hyper-V
4 1 (1.09%) VMware Infrastructure
Systems Management
1 10 (10.87%) Terraform
2 8 (8.70%) Data Guard
2 8 (8.70%) Oracle Enterprise Manager
2 8 (8.70%) Oracle RMAN
3 5 (5.43%) Kubernetes
4 3 (3.26%) Control-M
5 2 (2.17%) Ansible
5 2 (2.17%) Grafana
5 2 (2.17%) Prometheus
Vendors
1 20 (21.74%) Databricks
2 18 (19.57%) Microsoft
3 15 (16.30%) SAP
4 12 (13.04%) Oracle
5 8 (8.70%) Delphix
6 4 (4.35%) Workday
7 3 (3.26%) BMC
7 3 (3.26%) IBM
7 3 (3.26%) Salesforce
7 3 (3.26%) Talend
8 2 (2.17%) Google
8 2 (2.17%) Salesforce Marketing Cloud
9 1 (1.09%) OpenAI
9 1 (1.09%) ServiceNow
9 1 (1.09%) Temenos
9 1 (1.09%) VMware