Period
to

The following table provides summary statistics for permanent job vacancies advertised in the North East with a requirement for DataOps skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited DataOps over the 6 months to 19 August 2022 with a comparison to the same period in the previous 2 years.

DataOps
England > North East
6 months to
19 Aug 2022
Same period 2021 Same period 2020
Rank 95 102 -
Rank change year-on-year +7 - -
Permanent jobs citing DataOps 14 3 0
As % of all permanent jobs advertised in the North East 1.00% 0.25% -
As % of the Processes & Methodologies category 1.08% 0.27% -
Number of salaries quoted 12 1 0
10th Percentile £60,000 - -
25th Percentile £61,875 - -
Median annual salary (50th Percentile) £70,000 £65,000 -
Median % change year-on-year +7.69% - -
75th Percentile £80,000 - -
90th Percentile - - -
England median annual salary £70,000 £80,000 £52,500
% change year-on-year -12.50% +52.38% -15.51%

DataOps 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 advertised in the North East with a requirement for process or methodology skills.

All Process and Methodology Skills
North East
Permanent vacancies with a requirement for process or methodology skills 1,295 1,122 692
As % of all permanent IT jobs advertised in the North East 92.70% 94.29% 92.89%
Number of salaries quoted 936 824 586
10th Percentile £28,875 £26,250 £25,000
25th Percentile £36,938 £32,500 £32,000
Median annual salary (50th Percentile) £47,500 £45,000 £41,000
Median % change year-on-year +5.56% +9.76% +1.23%
75th Percentile £63,750 £56,500 £52,250
90th Percentile £82,500 £65,000 £61,750
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

DataOps
Job Vacancy Trend in the North East

Job postings citing DataOps as a proportion of all IT jobs advertised in the North East.

Job vacancy trend for DataOps in the North East

DataOps
Salary Trend in the North East

3-month moving average salary quoted in jobs citing DataOps in the North East.

Salary trend for DataOps in the North East

DataOps
Salary Histogram in the North East

Salary distribution for jobs citing DataOps in the North East over the 6 months to 19 August 2022.

Salary histogram for DataOps in the North East

DataOps
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DataOps within the North East region over the 6 months to 19 August 2022. 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
Tyne and Wear +7 8 £70,000 +7.69%
Durham - 3 £28,000 -
Northumberland - 3 £75,000 -
DataOps
England

For the 6 months to 19 August 2022, IT jobs citing DataOps also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North East region with a requirement for DataOps.

1 11 (78.57%) SQL
1 11 (78.57%) Python
1 11 (78.57%) Agile
1 11 (78.57%) YAML
1 11 (78.57%) Azure
1 11 (78.57%) AWS
1 11 (78.57%) Jenkins
1 11 (78.57%) DevOps
1 11 (78.57%) GCP
1 11 (78.57%) GitLab
1 11 (78.57%) Kubernetes
1 11 (78.57%) Azure DevOps
1 11 (78.57%) CircleCI
1 11 (78.57%) CI/CD
2 10 (71.43%) Public Sector
2 10 (71.43%) Retail
2 10 (71.43%) Finance
3 9 (64.29%) Docker
3 9 (64.29%) Amazon EKS
3 9 (64.29%) Amazon ECS
3 9 (64.29%) Azure AKS
4 8 (57.14%) Bicep
4 8 (57.14%) GitHub Actions
4 8 (57.14%) Platform Engineering
4 8 (57.14%) Site Reliability Engineering
4 8 (57.14%) Infrastructure as Code
4 8 (57.14%) Azure Cosmos DB
4 8 (57.14%) Go
4 8 (57.14%) Ansible
4 8 (57.14%) GitHub

DataOps
Co-occurring IT Skills in the North East by Category

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

Application Platforms
1 1 (7.14%) Apache Spark
Cloud Services
1 11 (78.57%) AWS
1 11 (78.57%) Azure
1 11 (78.57%) Azure DevOps
1 11 (78.57%) GCP
2 9 (64.29%) Amazon ECS
2 9 (64.29%) Amazon EKS
2 9 (64.29%) Azure AKS
3 8 (57.14%) AWS CloudFormation
3 8 (57.14%) Azure Cosmos DB
3 8 (57.14%) GitHub
3 8 (57.14%) GitHub Actions
4 3 (21.43%) Amazon EMR
4 3 (21.43%) Amazon S3
4 3 (21.43%) Azure Data Factory
4 3 (21.43%) Azure Synapse Analytics
4 3 (21.43%) Google Analytics
4 3 (21.43%) Power Platform
5 1 (7.14%) Amazon Kinesis
Database & Business Intelligence
1 8 (57.14%) Azure SQL Database
2 3 (21.43%) Amazon Athena
2 3 (21.43%) Data Lake
2 3 (21.43%) Electronic Patient Records
2 3 (21.43%) Power BI
Development Applications
1 11 (78.57%) CircleCI
1 11 (78.57%) GitLab
1 11 (78.57%) Jenkins
General
1 10 (71.43%) Finance
1 10 (71.43%) Public Sector
1 10 (71.43%) Retail
2 3 (21.43%) Analytical Skills
2 3 (21.43%) Marketing
Job Titles
1 11 (78.57%) AWS Engineer
1 11 (78.57%) Azure Engineer
2 8 (57.14%) AWS DevOps
2 8 (57.14%) AWS DevOps Engineer
2 8 (57.14%) Azure DevOps Engineer
2 8 (57.14%) DevOps Engineer
2 8 (57.14%) Senior DevOps
2 8 (57.14%) Senior DevOps Engineer
3 3 (21.43%) Analyst
3 3 (21.43%) AWS Data Engineer
3 3 (21.43%) AWS Platform Engineer
3 3 (21.43%) Azure Data Engineer
3 3 (21.43%) Azure Platform Engineer
3 3 (21.43%) Data Analyst
3 3 (21.43%) Data Engineer
3 3 (21.43%) DevOps Platform Engineer
3 3 (21.43%) GCP Data Engineer
3 3 (21.43%) GCP Engineer
4 1 (7.14%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 11 (78.57%) YAML
2 3 (21.43%) Kafka
2 3 (21.43%) Web Services
3 1 (7.14%) PySpark
Miscellaneous
1 3 (21.43%) Management Information System
Processes & Methodologies
1 11 (78.57%) Agile
1 11 (78.57%) CI/CD
1 11 (78.57%) DevOps
2 8 (57.14%) Configuration Management
2 8 (57.14%) Infrastructure as Code
2 8 (57.14%) Platform Engineering
2 8 (57.14%) Site Reliability Engineering
3 3 (21.43%) Analytics
3 3 (21.43%) Business Intelligence
3 3 (21.43%) Continuous Improvement
3 3 (21.43%) CRM
3 3 (21.43%) Dashboard Development
3 3 (21.43%) Data Analysis
3 3 (21.43%) Data Pipeline
3 3 (21.43%) Data Validation
3 3 (21.43%) Information Security
3 3 (21.43%) Process Improvement
3 3 (21.43%) Software Engineering
3 3 (21.43%) Validation
3 3 (21.43%) Workflow
Programming Languages
1 11 (78.57%) Python
1 11 (78.57%) SQL
2 8 (57.14%) Bash
2 8 (57.14%) Bicep
2 8 (57.14%) C#
2 8 (57.14%) Go
2 8 (57.14%) Java
2 8 (57.14%) PowerShell
System Software
1 9 (64.29%) Docker
Systems Management
1 11 (78.57%) Kubernetes
2 8 (57.14%) Ansible
2 8 (57.14%) Puppet
2 8 (57.14%) Terraform
Vendors
1 3 (21.43%) Databricks
1 3 (21.43%) Google