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 13 December 2025, with comparisons to the same periods in the previous two years.

6 months to
13 Dec 2025
Same period 2024 Same period 2023
Rank 485 473 530
Rank change year-on-year -12 +57 +151
Contract jobs citing DataOps 97 70 78
As % of all contract jobs in the UK 0.27% 0.20% 0.17%
As % of the Processes & Methodologies category 0.30% 0.22% 0.19%
Number of daily rates quoted 67 48 55
10th Percentile £403 £400 £401
25th Percentile £446 £468 £500
Median daily rate (50th Percentile) £550 £500 £565
Median % change year-on-year +10.00% -11.50% -5.83%
75th Percentile £650 £619 £679
90th Percentile £688 £675 £740
UK excluding London median daily rate £550 £486 £598
% change year-on-year +13.11% -18.62% +13.59%
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 32,247 31,236 40,271
As % of all contract IT jobs advertised in the UK 88.88% 87.47% 88.55%
Number of daily rates quoted 20,285 18,990 26,947
10th Percentile £300 £308 £310
25th Percentile £405 £413 £425
Median daily rate (50th Percentile) £500 £525 £533
Median % change year-on-year -4.76% -1.50% -3.09%
75th Percentile £619 £638 £650
90th Percentile £725 £738 £745
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - -
Number of hourly rates quoted 2,090 1,084 1,559
10th Percentile £14.50 £15.25 £14.36
25th Percentile £17.50 £20.19 £18.94
Median hourly rate £25.13 £33.00 £42.50
Median % change year-on-year -23.86% -22.35% +21.43%
75th Percentile £45.46 £63.75 £65.00
90th Percentile £67.50 £74.00 £77.50
UK excluding London median hourly rate £22.63 £32.50 £42.50
% change year-on-year -30.37% -23.53% +30.77%

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 13 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 13 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 -16 90 £550 +10.00% 39
London +4 44 £614 +18.36% 15
UK excluding London -28 42 £550 +13.11% 31
Work from Home -10 24 £547 +12.68% 36
Midlands -19 15 £550 +10.00% 6
South West -1 14 £550 +12.82% 8
West Midlands -14 14 £550 +10.00% 5
South East -19 11 £438 -32.69% 8
North of England -36 10 £575 +18.56% 8
North West -10 7 £600 +23.71% 5
North East -1 3 £550 +15.79%
Scotland - 2 £525 -
East of England -16 1 - -
East Midlands - 1 £410 - 1

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 (16.49%) Apache Airflow
2 4 (4.12%) Apache
3 2 (2.06%) Apache Spark
3 2 (2.06%) Confluence
3 2 (2.06%) Jupyter
4 1 (1.03%) CMS
4 1 (1.03%) SAS
4 1 (1.03%) SharePoint
4 1 (1.03%) WebLogic
Applications
1 4 (4.12%) Microsoft Excel
2 3 (3.09%) Chatbot
3 2 (2.06%) Microsoft PowerPoint
Business Applications
1 1 (1.03%) Dynamics CRM
1 1 (1.03%) SAP GRC
Cloud Services
1 41 (42.27%) Azure
2 28 (28.87%) AWS
3 26 (26.80%) Azure Data Factory
4 19 (19.59%) Power Platform
5 18 (18.56%) GitHub
6 17 (17.53%) Snowflake
7 10 (10.31%) dbt
8 8 (8.25%) Amazon S3
8 8 (8.25%) Azure DevOps
8 8 (8.25%) Azure Synapse Analytics
8 8 (8.25%) GCP
8 8 (8.25%) Serverless
9 5 (5.15%) Amazon SageMaker
9 5 (5.15%) AWS Fargate
9 5 (5.15%) AWS Lambda
9 5 (5.15%) Azure Logic Apps
10 4 (4.12%) Amazon ECS
10 4 (4.12%) Azure Machine Learning
10 4 (4.12%) Azure Monitor
10 4 (4.12%) GitHub Actions
Communications & Networking
1 2 (2.06%) AMQP
2 1 (1.03%) DNS
2 1 (1.03%) SSH
2 1 (1.03%) TCP/IP
Database & Business Intelligence
1 17 (17.53%) Power BI
2 16 (16.49%) PostgreSQL
3 11 (11.34%) Data Lake
3 11 (11.34%) Elasticsearch
4 9 (9.28%) Data Warehouse
4 9 (9.28%) Delta Lake
5 8 (8.25%) SQL Server
6 7 (7.22%) Metadata
7 6 (6.19%) Big Data
7 6 (6.19%) Relational Database
8 4 (4.12%) Amazon RDS
8 4 (4.12%) Amazon Redshift
8 4 (4.12%) Qlik Sense
8 4 (4.12%) Tableau
9 3 (3.09%) Amazon Aurora
9 3 (3.09%) BigQuery
9 3 (3.09%) NoSQL
9 3 (3.09%) Snowflake Schema
10 2 (2.06%) Amazon Athena
10 2 (2.06%) Data Vault
Development Applications
1 16 (16.49%) Git
2 9 (9.28%) MLflow
3 4 (4.12%) GitLab
3 4 (4.12%) Jenkins
4 3 (3.09%) Maven
5 2 (2.06%) JIRA
5 2 (2.06%) RStudio
6 1 (1.03%) Bitbucket
6 1 (1.03%) Postman
6 1 (1.03%) Selenium
6 1 (1.03%) SonarQube
6 1 (1.03%) Sonatype Nexus
6 1 (1.03%) Terragrunt
General
1 33 (34.02%) Social Skills
2 21 (21.65%) Finance
3 16 (16.49%) Analytical Skills
4 7 (7.22%) Public Sector
5 5 (5.15%) Banking
6 4 (4.12%) Publishing
7 3 (3.09%) Manufacturing
7 3 (3.09%) Marketing
7 3 (3.09%) Retail
8 2 (2.06%) Electronics
8 2 (2.06%) Inclusion and Diversity
8 2 (2.06%) Organisational Skills
8 2 (2.06%) Telecoms
9 1 (1.03%) Documentation Skills
9 1 (1.03%) Legal
9 1 (1.03%) Pharmaceutical
9 1 (1.03%) Presentation Skills
9 1 (1.03%) Retail Banking
Job Titles
1 26 (26.80%) Data Engineer
2 20 (20.62%) Senior
3 13 (13.40%) Senior Data Engineer
4 9 (9.28%) Azure Engineer
4 9 (9.28%) Developer
4 9 (9.28%) Lead
5 8 (8.25%) Analyst
5 8 (8.25%) DevOps Engineer
6 7 (7.22%) Architect
6 7 (7.22%) Azure DevOps Engineer
7 6 (6.19%) Data Analyst
7 6 (6.19%) DataOps Engineer
8 4 (4.12%) Artificial Intelligence Engineer
9 3 (3.09%) Applications Engineer
9 3 (3.09%) Applications Support Engineer
9 3 (3.09%) AWS Engineer
9 3 (3.09%) Data Manager
9 3 (3.09%) Operations Engineer
9 3 (3.09%) Platform Engineer
9 3 (3.09%) Python Developer
Libraries, Frameworks & Software Standards
1 15 (15.46%) Kafka
2 11 (11.34%) Keycloak
3 6 (6.19%) PySpark
3 6 (6.19%) PyTorch
4 4 (4.12%) FastAPI
4 4 (4.12%) REST
4 4 (4.12%) scikit-learn
5 3 (3.09%) Flask
5 3 (3.09%) TensorFlow
6 2 (2.06%) Google JAX
6 2 (2.06%) Hugging Face
6 2 (2.06%) JAX
6 2 (2.06%) JSON
6 2 (2.06%) Node.js
6 2 (2.06%) React
6 2 (2.06%) YAML
7 1 (1.03%) HTML
7 1 (1.03%) NumPy
7 1 (1.03%) OAuth
7 1 (1.03%) RESTful
Miscellaneous
1 10 (10.31%) Hybrid Cloud
2 8 (8.25%) Cloud Native
2 8 (8.25%) Data Protection Act
3 4 (4.12%) Genomics
3 4 (4.12%) Omics
3 4 (4.12%) Product Ownership
4 3 (3.09%) Algorithms
4 3 (3.09%) Biopharmaceutical
4 3 (3.09%) Data Centre
4 3 (3.09%) Data Structures
4 3 (3.09%) Distributed Systems
4 3 (3.09%) Legacy Systems
4 3 (3.09%) Linux Command Line
5 2 (2.06%) Data Fabric
5 2 (2.06%) Greenfield Project
5 2 (2.06%) Security Posture
5 2 (2.06%) Virtual Team
6 1 (1.03%) CMDB
6 1 (1.03%) Distributed Computing
6 1 (1.03%) Marketing Technology
Operating Systems
1 5 (5.15%) Linux
2 1 (1.03%) Unix
2 1 (1.03%) VMS
2 1 (1.03%) Windows
Processes & Methodologies
1 44 (45.36%) Data Engineering
1 44 (45.36%) DevOps
2 39 (40.21%) Data Pipeline
3 34 (35.05%) CI/CD
4 32 (32.99%) Analytics
5 28 (28.87%) ETL
6 24 (24.74%) AI
6 24 (24.74%) Business Intelligence
6 24 (24.74%) Machine Learning
7 20 (20.62%) Problem-Solving
8 19 (19.59%) Data Modelling
9 18 (18.56%) Containerisation
10 17 (17.53%) Data Architecture
10 17 (17.53%) Infrastructure as Code
11 16 (16.49%) Agile
11 16 (16.49%) Data Governance
11 16 (16.49%) Data Science
11 16 (16.49%) MLOps
12 15 (15.46%) Decision-Making
13 14 (14.43%) Stakeholder Management
Programming Languages
1 51 (52.58%) Python
2 37 (38.14%) SQL
3 11 (11.34%) Go
4 8 (8.25%) Bash
5 7 (7.22%) Java
6 3 (3.09%) PowerShell
6 3 (3.09%) R
7 2 (2.06%) C
7 2 (2.06%) C#
7 2 (2.06%) C++
7 2 (2.06%) JavaScript
7 2 (2.06%) Scala
8 1 (1.03%) Data Analysis Expressions
8 1 (1.03%) Groovy
8 1 (1.03%) Korn
8 1 (1.03%) PL/SQL
8 1 (1.03%) Shell Script
8 1 (1.03%) T-SQL
Qualifications
1 19 (19.59%) Security Cleared
2 15 (15.46%) SC Cleared
3 14 (14.43%) Azure Certification
4 10 (10.31%) Degree
5 6 (6.19%) Computer Science Degree
6 3 (3.09%) Master's Degree
7 2 (2.06%) AWS Certification
7 2 (2.06%) DV Cleared
8 1 (1.03%) SnowPro
Quality Assurance & Compliance
1 17 (17.53%) Data Quality
2 6 (6.19%) GDPR
3 3 (3.09%) QA
4 2 (2.06%) Accessibility
4 2 (2.06%) EU AI Act
4 2 (2.06%) GRC
4 2 (2.06%) ISO/IEC 27001
4 2 (2.06%) NIST
5 1 (1.03%) NCSC
System Software
1 19 (19.59%) Docker
2 3 (3.09%) Active Directory
2 3 (3.09%) zsh
Systems Management
1 23 (23.71%) Kubernetes
2 16 (16.49%) Terraform
3 5 (5.15%) Grafana
4 3 (3.09%) Ansible
5 2 (2.06%) Progress Chef
6 1 (1.03%) Argo
6 1 (1.03%) Istio
6 1 (1.03%) Kubeflow
6 1 (1.03%) Prometheus
6 1 (1.03%) Puppet
6 1 (1.03%) SCCM
6 1 (1.03%) Thomson Reuters DACS
Vendors
1 21 (21.65%) Databricks
2 8 (8.25%) Microsoft
3 5 (5.15%) Salesforce
4 4 (4.12%) Google
4 4 (4.12%) Guidewire
4 4 (4.12%) Oracle
4 4 (4.12%) SAP
5 2 (2.06%) Bloomberg
5 2 (2.06%) Cloudera
5 2 (2.06%) New Relic
6 1 (1.03%) Alteryx
6 1 (1.03%) MicroStrategy
6 1 (1.03%) mParticle
6 1 (1.03%) MuleSoft
6 1 (1.03%) Refinitiv
6 1 (1.03%) Sage
6 1 (1.03%) ServiceNow
6 1 (1.03%) Workday