DataOps Contract Job Trends

DataOps
UK

The table below provides summary statistics and contractor rates for jobs requiring DataOps skills. It covers contract job vacancies from the 6 months leading up to 19 December 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Dec 2025
Same period 2024 Same period 2023
Rank 489 481 531
Rank change year-on-year -8 +50 +148
Contract jobs citing DataOps 95 63 74
As % of all contract jobs in the UK 0.26% 0.18% 0.17%
As % of the Processes & Methodologies category 0.29% 0.21% 0.19%
Number of daily rates quoted 69 42 51
10th Percentile £411 £403 £400
25th Percentile £463 £468 £500
Median daily rate (50th Percentile) £550 £500 £565
Median % change year-on-year +10.00% -11.50% -5.83%
75th Percentile £650 £603 £679
90th Percentile £688 £675 £725
UK excluding London median daily rate £550 £500 £605
% change year-on-year +10.00% -17.36% +14.15%
Number of hourly rates quoted 0 1 3
10th Percentile - - £43.13
25th Percentile - £36.25 £46.18
Median hourly rate - £37.50 £52.50
Median % change year-on-year - -28.57% -
75th Percentile - £38.75 £59.38
90th Percentile - - £62.75
UK excluding London median hourly rate - - -

All Process and 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 contract job vacancies requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 32,537 30,122 39,072
As % of all contract IT jobs advertised in the UK 88.36% 88.11% 88.49%
Number of daily rates quoted 20,461 18,405 26,081
10th Percentile £300 £306 £308
25th Percentile £406 £413 £425
Median daily rate (50th Percentile) £500 £525 £530
Median % change year-on-year -4.76% -0.94% -3.64%
75th Percentile £615 £638 £650
90th Percentile £723 £738 £745
UK excluding London median daily rate £477 £500 £500
% change year-on-year -4.60% - -
Number of hourly rates quoted 2,095 985 1,517
10th Percentile £14.57 £15.62 £14.36
25th Percentile £17.52 £20.50 £18.93
Median hourly rate £25.15 £32.50 £43.33
Median % change year-on-year -22.62% -24.99% +23.80%
75th Percentile £50.00 £62.50 £65.00
90th Percentile £68.00 £73.75 £77.50
UK excluding London median hourly rate £23.50 £32.50 £44.50
% change year-on-year -27.69% -26.97% +39.06%

DataOps
Job Vacancy Trend

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

DataOps job vacancy trend in the UK

DataOps
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing DataOps.

Contractor daily rate distribution trend for jobs in the UK citing DataOps

DataOps
Daily Rate Histogram

Daily rate distribution for jobs citing DataOps over the 6 months to 19 December 2025.

Daily rate histogram for DataOps in the UK

DataOps
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing DataOps.

Contractor hourly rate distribution trend for jobs in the UK citing DataOps

DataOps
Top 14 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing DataOps within the UK over the 6 months to 19 December 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England -4 87 £550 +10.00% 137
London +3 45 £614 +18.08% 22
UK excluding London -26 39 £550 +10.00% 128
Work from Home -7 21 £547 +9.30% 63
South West +5 15 £550 +12.82% 19
Midlands -28 14 £550 +10.00% 28
West Midlands -21 13 £550 +10.00% 19
South East -27 11 £438 -32.69% 34
North of England -46 8 £575 +18.56% 25
North West -21 7 £600 +21.83% 14
Scotland - 2 £525 - 4
North East -6 1 £550 +15.79% 3
East of England -23 1 - - 13
East Midlands - 1 £410 - 6

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 16 (16.84%) Apache Airflow
2 4 (4.21%) Apache
3 2 (2.11%) Apache Spark
3 2 (2.11%) Confluence
3 2 (2.11%) Jupyter
4 1 (1.05%) CMS
4 1 (1.05%) Microsoft Exchange
4 1 (1.05%) nginx
4 1 (1.05%) SAS
4 1 (1.05%) SharePoint
4 1 (1.05%) WebLogic
Applications
1 3 (3.16%) Chatbot
1 3 (3.16%) Microsoft Excel
2 1 (1.05%) Microsoft PowerPoint
Business Applications
1 1 (1.05%) Dynamics CRM
1 1 (1.05%) SAP GRC
Cloud Services
1 40 (42.11%) Azure
2 25 (26.32%) AWS
2 25 (26.32%) Azure Data Factory
3 19 (20.00%) GitHub
4 18 (18.95%) Power Platform
5 14 (14.74%) Snowflake
6 10 (10.53%) dbt
7 9 (9.47%) Azure DevOps
7 9 (9.47%) Azure Synapse Analytics
8 8 (8.42%) Amazon S3
8 8 (8.42%) GCP
8 8 (8.42%) Serverless
9 5 (5.26%) Amazon SageMaker
9 5 (5.26%) AWS Fargate
9 5 (5.26%) AWS Lambda
9 5 (5.26%) GitHub Actions
10 4 (4.21%) Amazon ECS
10 4 (4.21%) Azure Machine Learning
10 4 (4.21%) Azure Monitor
11 3 (3.16%) Dynamics 365
Communications & Networking
1 3 (3.16%) AMQP
2 2 (2.11%) DNS
3 1 (1.05%) Firewall
3 1 (1.05%) SSH
3 1 (1.05%) TCP/IP
3 1 (1.05%) VPN
Database & Business Intelligence
1 17 (17.89%) PostgreSQL
2 16 (16.84%) Power BI
3 13 (13.68%) Elasticsearch
4 12 (12.63%) Data Lake
5 10 (10.53%) Delta Lake
6 9 (9.47%) Data Warehouse
6 9 (9.47%) SQL Server
7 7 (7.37%) Metadata
8 6 (6.32%) Relational Database
9 4 (4.21%) Amazon RDS
9 4 (4.21%) Amazon Redshift
9 4 (4.21%) Big Data
9 4 (4.21%) Qlik Sense
9 4 (4.21%) Tableau
10 3 (3.16%) Amazon Aurora
10 3 (3.16%) BigQuery
10 3 (3.16%) InfluxDB
10 3 (3.16%) NoSQL
10 3 (3.16%) Snowflake Schema
11 2 (2.11%) Amazon Athena
Development Applications
1 17 (17.89%) Git
2 9 (9.47%) MLflow
3 5 (5.26%) GitLab
4 4 (4.21%) Jenkins
4 4 (4.21%) Maven
5 2 (2.11%) JIRA
5 2 (2.11%) RStudio
6 1 (1.05%) Bitbucket
6 1 (1.05%) Postman
6 1 (1.05%) Selenium
6 1 (1.05%) SonarQube
6 1 (1.05%) Sonatype Nexus
6 1 (1.05%) Terragrunt
General
1 35 (36.84%) Social Skills
2 21 (22.11%) Finance
3 17 (17.89%) Analytical Skills
4 6 (6.32%) Public Sector
5 5 (5.26%) Banking
6 4 (4.21%) Publishing
7 3 (3.16%) Inclusion and Diversity
7 3 (3.16%) Manufacturing
7 3 (3.16%) Marketing
7 3 (3.16%) Retail
8 2 (2.11%) Electronics
8 2 (2.11%) Organisational Skills
8 2 (2.11%) Telecoms
9 1 (1.05%) Documentation Skills
9 1 (1.05%) Legal
9 1 (1.05%) Pharmaceutical
9 1 (1.05%) Presentation Skills
9 1 (1.05%) Retail Banking
Job Titles
1 25 (26.32%) Data Engineer
2 21 (22.11%) Senior
3 15 (15.79%) Senior Data Engineer
4 9 (9.47%) Analyst
4 9 (9.47%) Developer
4 9 (9.47%) Lead
5 8 (8.42%) DevOps Engineer
6 7 (7.37%) Architect
6 7 (7.37%) Azure DevOps Engineer
6 7 (7.37%) Azure Engineer
6 7 (7.37%) Data Analyst
7 6 (6.32%) DataOps Engineer
8 4 (4.21%) Applications Engineer
8 4 (4.21%) Applications Support
8 4 (4.21%) Applications Support Engineer
8 4 (4.21%) Artificial Intelligence Engineer
8 4 (4.21%) Support Engineer
9 3 (3.16%) Operations Analyst
9 3 (3.16%) Platform Engineer
9 3 (3.16%) Python Developer
Libraries, Frameworks & Software Standards
1 16 (16.84%) Kafka
2 12 (12.63%) Keycloak
3 7 (7.37%) PySpark
4 6 (6.32%) PyTorch
5 5 (5.26%) REST
6 4 (4.21%) FastAPI
6 4 (4.21%) scikit-learn
7 3 (3.16%) Flask
7 3 (3.16%) TensorFlow
8 2 (2.11%) Elastic Stack
8 2 (2.11%) Google JAX
8 2 (2.11%) Hugging Face
8 2 (2.11%) JAX
8 2 (2.11%) JSON
8 2 (2.11%) Node.js
8 2 (2.11%) Pandas
8 2 (2.11%) React
8 2 (2.11%) YAML
9 1 (1.05%) OAuth
9 1 (1.05%) RESTful
Miscellaneous
1 10 (10.53%) Hybrid Cloud
2 8 (8.42%) Cloud Native
3 6 (6.32%) Data Protection Act
4 5 (5.26%) Data Centre
5 4 (4.21%) Genomics
5 4 (4.21%) Omics
5 4 (4.21%) Product Ownership
6 3 (3.16%) Algorithms
6 3 (3.16%) Biopharmaceutical
6 3 (3.16%) Data Structures
6 3 (3.16%) Distributed Systems
6 3 (3.16%) Legacy Systems
6 3 (3.16%) Linux Command Line
7 2 (2.11%) Data Fabric
7 2 (2.11%) Greenfield Project
7 2 (2.11%) Security Posture
7 2 (2.11%) Virtual Team
8 1 (1.05%) AI Agents
8 1 (1.05%) Distributed Computing
8 1 (1.05%) Marketing Technology
Operating Systems
1 6 (6.32%) Linux
2 2 (2.11%) Windows
3 1 (1.05%) Unix
3 1 (1.05%) VMS
3 1 (1.05%) Windows Server
Processes & Methodologies
1 47 (49.47%) DevOps
2 45 (47.37%) Data Engineering
3 38 (40.00%) Data Pipeline
4 36 (37.89%) CI/CD
5 34 (35.79%) Analytics
6 30 (31.58%) ETL
7 23 (24.21%) AI
7 23 (24.21%) Business Intelligence
8 22 (23.16%) Machine Learning
8 22 (23.16%) Problem-Solving
9 20 (21.05%) Data Modelling
10 19 (20.00%) Containerisation
11 18 (18.95%) Infrastructure as Code
12 17 (17.89%) Data Architecture
12 17 (17.89%) Data Governance
12 17 (17.89%) Decision-Making
13 16 (16.84%) MLOps
14 15 (15.79%) Agile
15 14 (14.74%) Observability
15 14 (14.74%) Software Engineering
Programming Languages
1 52 (54.74%) Python
2 38 (40.00%) SQL
3 12 (12.63%) Go
4 8 (8.42%) Bash
4 8 (8.42%) Java
5 3 (3.16%) PowerShell
5 3 (3.16%) R
6 2 (2.11%) C
6 2 (2.11%) C#
6 2 (2.11%) C++
6 2 (2.11%) JavaScript
6 2 (2.11%) Scala
7 1 (1.05%) Bicep
7 1 (1.05%) Data Analysis Expressions
7 1 (1.05%) Groovy
7 1 (1.05%) Korn
7 1 (1.05%) PL/SQL
7 1 (1.05%) Shell Script
7 1 (1.05%) T-SQL
Qualifications
1 20 (21.05%) Security Cleared
2 16 (16.84%) SC Cleared
3 15 (15.79%) Azure Certification
4 10 (10.53%) Degree
5 6 (6.32%) Computer Science Degree
6 3 (3.16%) DV Cleared
6 3 (3.16%) Master's Degree
7 1 (1.05%) AWS Certification
7 1 (1.05%) BPSS Clearance
7 1 (1.05%) SnowPro
Quality Assurance & Compliance
1 17 (17.89%) Data Quality
2 6 (6.32%) GDPR
3 3 (3.16%) QA
4 2 (2.11%) Accessibility
4 2 (2.11%) EU AI Act
4 2 (2.11%) GRC
4 2 (2.11%) ISO/IEC 27001
4 2 (2.11%) NIST
5 1 (1.05%) NCSC
System Software
1 20 (21.05%) Docker
2 4 (4.21%) Active Directory
3 3 (3.16%) zsh
4 1 (1.05%) Hyper-V
4 1 (1.05%) VMware Infrastructure
Systems Management
1 23 (24.21%) Kubernetes
2 18 (18.95%) Terraform
3 6 (6.32%) Grafana
4 4 (4.21%) Ansible
5 2 (2.11%) Progress Chef
5 2 (2.11%) SCCM
6 1 (1.05%) Argo
6 1 (1.05%) Istio
6 1 (1.05%) Kubeflow
6 1 (1.05%) Prometheus
6 1 (1.05%) Puppet
6 1 (1.05%) Thomson Reuters DACS
6 1 (1.05%) WSUS
Vendors
1 21 (22.11%) Databricks
2 9 (9.47%) Microsoft
3 5 (5.26%) Oracle
3 5 (5.26%) Salesforce
4 4 (4.21%) Google
4 4 (4.21%) Guidewire
4 4 (4.21%) SAP
5 2 (2.11%) Bloomberg
5 2 (2.11%) Cloudera
5 2 (2.11%) New Relic
5 2 (2.11%) ServiceNow
6 1 (1.05%) Alteryx
6 1 (1.05%) MicroStrategy
6 1 (1.05%) mParticle
6 1 (1.05%) MuleSoft
6 1 (1.05%) Refinitiv
6 1 (1.05%) VMware
6 1 (1.05%) Workday