Period
to 28 October 2020

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Data Engineering skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Engineering over the 6 months to 28 October 2020 with a comparison to the same period in the previous 2 years.

Data Engineering
England > Yorkshire
6 months to
28 Oct 2020
Same period 2019 Same period 2018
Rank 149 250 272
Rank change year-on-year +101 +22 +39
Permanent jobs citing Data Engineering 11 38 4
As % of all permanent jobs advertised in Yorkshire 0.39% 0.55% 0.048%
As % of the Processes & Methodologies category 0.42% 0.60% 0.051%
Number of salaries quoted 14 38 4
Median annual salary £47,500 £57,275 £70,354
Median salary % change year-on-year -17.07% -18.59% +65.54%
10th Percentile £40,000 £40,505 £48,837
90th Percentile £90,000 £84,500 £106,500
England median annual salary £60,000 £70,000 £67,500
% change year-on-year -14.29% +3.70% -3.57%

Data Engineering 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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 2,640 6,373 7,781
As % of all permanent IT jobs advertised in Yorkshire 93.22% 91.61% 92.41%
Number of salaries quoted 2,290 5,155 6,350
Median annual salary £47,500 £45,000 £43,000
Median salary % change year-on-year +5.56% +4.65% +1.18%
10th Percentile £31,250 £26,250 £26,250
90th Percentile £66,250 £65,000 £62,500
England median annual salary £55,500 £52,500 £52,500
% change year-on-year +5.71% - +5.00%

Data Engineering
Job Vacancy Trend in Yorkshire

Job postings citing Data Engineering as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Engineering in Yorkshire

Data Engineering
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Data Engineering in Yorkshire.

Salary trend for Data Engineering in Yorkshire

Data Engineering
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Engineering in Yorkshire over the 6 months to 28 October 2020.

Salary histogram for Data Engineering in Yorkshire

Data Engineering
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Engineering within the Yorkshire region over the 6 months to 28 October 2020. 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
Job
Vacancies
West Yorkshire +75 8 £82,500 +36.73% 9
North Yorkshire - 3 £45,000 - 1
Data Engineering
England

For the 6 months to 28 October 2020, IT jobs citing Data Engineering 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 Yorkshire region with a requirement for Data Engineering.

1 8 (72.73%) ETL
2 6 (54.55%) SQL Server
3 5 (45.45%) Python
3 5 (45.45%) Oracle
3 5 (45.45%) MongoDB
4 4 (36.36%) Azure
4 4 (36.36%) GitHub
4 4 (36.36%) Couchbase
4 4 (36.36%) Analytics
4 4 (36.36%) C#
4 4 (36.36%) MySQL
4 4 (36.36%) PostgreSQL
4 4 (36.36%) SQL Server Integration Services
5 3 (27.27%) SQL
5 3 (27.27%) Data Warehouse
5 3 (27.27%) Data Modelling
5 3 (27.27%) Stakeholder Management
5 3 (27.27%) Data Transformation
5 3 (27.27%) AWS
5 3 (27.27%) Data Governance
6 2 (18.18%) NoSQL
6 2 (18.18%) Amazon Redshift
6 2 (18.18%) Presales
6 2 (18.18%) Power BI
6 2 (18.18%) Data Strategy
6 2 (18.18%) Kafka
6 2 (18.18%) Business Agility
6 2 (18.18%) Power Platform
6 2 (18.18%) Business Intelligence
6 2 (18.18%) Snowflake Schema

Data Engineering
Co-occurring IT Skills in Yorkshire 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:

Cloud Services
1 4 (36.36%) Azure
1 4 (36.36%) GitHub
2 3 (27.27%) AWS
3 2 (18.18%) Power Platform
4 1 (9.09%) Amazon S3
4 1 (9.09%) Cloud Computing
4 1 (9.09%) GCP
Database & Business Intelligence
1 6 (54.55%) SQL Server
2 5 (45.45%) MongoDB
3 4 (36.36%) Couchbase
3 4 (36.36%) MySQL
3 4 (36.36%) PostgreSQL
3 4 (36.36%) SQL Server Integration Services
4 3 (27.27%) Data Warehouse
5 2 (18.18%) Amazon Redshift
5 2 (18.18%) NoSQL
5 2 (18.18%) Power BI
5 2 (18.18%) Snowflake Schema
6 1 (9.09%) Amazon Athena
6 1 (9.09%) Amazon QuickSight
6 1 (9.09%) Apache Cassandra
6 1 (9.09%) Microsoft Analysis Services
6 1 (9.09%) OLAP
6 1 (9.09%) OLTP
6 1 (9.09%) QlikView
6 1 (9.09%) SQL Server Analysis Services
6 1 (9.09%) Tableau
General
1 1 (9.09%) Digital Economy
Job Titles
1 8 (72.73%) Data Engineer
2 1 (9.09%) Analyst
2 1 (9.09%) Data Analyst
2 1 (9.09%) Data Manager
2 1 (9.09%) Head of Delivery
2 1 (9.09%) Head of Engineering
2 1 (9.09%) Principal Engineer
Libraries, Frameworks & Software Standards
1 2 (18.18%) Kafka
Miscellaneous
1 1 (9.09%) Analytical Skills
1 1 (9.09%) Data Structures
Processes & Methodologies
1 8 (72.73%) ETL
2 4 (36.36%) Analytics
3 3 (27.27%) Data Governance
3 3 (27.27%) Data Modelling
3 3 (27.27%) Data Transformation
3 3 (27.27%) Stakeholder Management
4 2 (18.18%) Agile Software Development
4 2 (18.18%) Artificial Intelligence
4 2 (18.18%) Business Agility
4 2 (18.18%) Business Intelligence
4 2 (18.18%) Data Strategy
4 2 (18.18%) Presales
5 1 (9.09%) Data Acquisition
5 1 (9.09%) Data Mapping
5 1 (9.09%) Data Science
5 1 (9.09%) Data Visualisation
5 1 (9.09%) Predictive Modelling
5 1 (9.09%) Scrum
5 1 (9.09%) Visualisation
5 1 (9.09%) Workload Management
Programming Languages
1 5 (45.45%) Python
2 4 (36.36%) C#
3 3 (27.27%) SQL
4 1 (9.09%) Java
4 1 (9.09%) JavaScript
4 1 (9.09%) Scala
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
System Software
1 1 (9.09%) Docker
Systems Management
1 1 (9.09%) Kubernetes
1 1 (9.09%) Terraform
Vendors
1 5 (45.45%) Oracle
2 1 (9.09%) Confluent
2 1 (9.09%) Databricks
2 1 (9.09%) Informatica
2 1 (9.09%) Microsoft
2 1 (9.09%) Talend