Period
to

The following table provides summary statistics for permanent job vacancies advertised in the North East with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 23 May 2022 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > North East
6 months to
23 May 2022
Same period 2021 Same period 2020
Rank 83 53 80
Rank change year-on-year -30 +27 -11
Permanent jobs citing ETL 28 43 16
As % of all permanent jobs advertised in the North East 1.88% 3.79% 1.43%
As % of the Processes & Methodologies category 2.14% 4.15% 1.54%
Number of salaries quoted 15 36 15
10th Percentile £35,200 £32,500 £33,919
25th Percentile £46,250 £35,688 £34,688
Median annual salary (50th Percentile) £47,625 £40,750 £42,500
Median % change year-on-year +16.87% -4.12% -4.14%
75th Percentile £54,875 £45,875 £57,500
90th Percentile £64,500 £55,000 £57,562
England median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

ETL 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 1,306 1,036 1,042
As % of all permanent IT jobs advertised in the North East 87.59% 91.28% 93.04%
Number of salaries quoted 935 788 763
10th Percentile £25,850 £28,500 £24,750
25th Percentile £33,250 £33,750 £32,500
Median annual salary (50th Percentile) £42,500 £45,000 £42,000
Median % change year-on-year -5.56% +7.14% +5.00%
75th Percentile £58,750 £57,500 £52,500
90th Percentile £79,500 £65,000 £63,500
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

ETL
Job Vacancy Trend in the North East

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

Job vacancy trend for ETL in the North East

ETL
Salary Trend in the North East

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

Salary trend for ETL in the North East

ETL
Salary Histogram in the North East

Salary distribution for jobs citing ETL in the North East over the 6 months to 23 May 2022.

Salary histogram for ETL in the North East

ETL
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 ETL within the North East region over the 6 months to 23 May 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 -16 27 £47,625 +16.87% 12
Durham -14 1 £52,500 +23.53% 7
ETL
England

For the 6 months to 23 May 2022, IT jobs citing ETL 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 ETL.

1 20 (71.43%) Data Warehouse
2 17 (60.71%) Social Skills
3 12 (42.86%) Agile
4 11 (39.29%) Data Architecture
4 11 (39.29%) Public Sector
5 10 (35.71%) Thought Leadership
5 10 (35.71%) Project Delivery
5 10 (35.71%) Business Case
5 10 (35.71%) Scaled Agile Framework
5 10 (35.71%) Microservices
5 10 (35.71%) SDLC
5 10 (35.71%) Anti-Money Laundering
5 10 (35.71%) Influencing Skills
5 10 (35.71%) Inclusion and Diversity
5 10 (35.71%) eTOM
5 10 (35.71%) SWIFT
5 10 (35.71%) Waterfall
5 10 (35.71%) Banking
5 10 (35.71%) TOGAF
5 10 (35.71%) Finance
5 10 (35.71%) Law
5 10 (35.71%) SQL
5 10 (35.71%) SAS
5 10 (35.71%) ATM
5 10 (35.71%) Middleware
6 8 (28.57%) Business Intelligence
6 8 (28.57%) Data Modelling
7 7 (25.00%) HND
7 7 (25.00%) Migration
7 7 (25.00%) Data Management

ETL
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 10 (35.71%) SAS
2 1 (3.57%) Confluence
Applications
1 1 (3.57%) Microsoft Excel
Cloud Services
1 7 (25.00%) Azure
1 7 (25.00%) Power Platform
2 4 (14.29%) Azure Data Factory
3 3 (10.71%) Azure Synapse Analytics
3 3 (10.71%) PaaS
Communications & Networking
1 10 (35.71%) ATM
Database & Business Intelligence
1 20 (71.43%) Data Warehouse
2 7 (25.00%) Power BI
2 7 (25.00%) SQL Server Integration Services
3 6 (21.43%) SQL Server
4 5 (17.86%) SQL Server Analysis Services
4 5 (17.86%) SQL Server Reporting Services
5 3 (10.71%) Star Schema
6 2 (7.14%) Data Lake
6 2 (7.14%) Metadata
6 2 (7.14%) Microsoft Analysis Services
6 2 (7.14%) Oracle Exadata
7 1 (3.57%) Data Mining
7 1 (3.57%) NoSQL
7 1 (3.57%) Oracle ODI
7 1 (3.57%) Pentaho
7 1 (3.57%) Relational Database
7 1 (3.57%) Tableau
General
1 17 (60.71%) Social Skills
2 11 (39.29%) Public Sector
3 10 (35.71%) Banking
3 10 (35.71%) Finance
3 10 (35.71%) Inclusion and Diversity
3 10 (35.71%) Influencing Skills
3 10 (35.71%) Law
4 1 (3.57%) Police
Job Titles
1 10 (35.71%) Architect
1 10 (35.71%) Solutions Architect
2 6 (21.43%) Data Manager
2 6 (21.43%) Information Manager
3 5 (17.86%) Data Engineer
4 4 (14.29%) Analyst
5 3 (10.71%) Developer
5 3 (10.71%) ETL Developer
6 2 (7.14%) Azure Engineer
6 2 (7.14%) Data Analyst
6 2 (7.14%) Senior Data Engineer
6 2 (7.14%) SQL Analyst
6 2 (7.14%) SQL Data Analyst
6 2 (7.14%) SSRS Analyst
7 1 (3.57%) Business Analyst
7 1 (3.57%) Business Intelligence Analyst
7 1 (3.57%) Data Business Analyst
7 1 (3.57%) Governance Analyst
7 1 (3.57%) Power BI Analyst
7 1 (3.57%) Service Analyst
Libraries, Frameworks & Software Standards
1 10 (35.71%) Middleware
2 1 (3.57%) JSON
Miscellaneous
1 10 (35.71%) SWIFT
2 7 (25.00%) Data Structures
3 6 (21.43%) Management Information System
4 1 (3.57%) Reference Data
Processes & Methodologies
1 12 (42.86%) Agile
2 11 (39.29%) Data Architecture
3 10 (35.71%) Anti-Money Laundering
3 10 (35.71%) Business Case
3 10 (35.71%) eTOM
3 10 (35.71%) Microservices
3 10 (35.71%) Project Delivery
3 10 (35.71%) Scaled Agile Framework
3 10 (35.71%) SDLC
3 10 (35.71%) Thought Leadership
3 10 (35.71%) TOGAF
3 10 (35.71%) Waterfall
4 8 (28.57%) Business Intelligence
4 8 (28.57%) Data Modelling
5 7 (25.00%) Data Integration
5 7 (25.00%) Data Management
5 7 (25.00%) Migration
6 6 (21.43%) Stakeholder Management
7 3 (10.71%) Decision-Making
7 3 (10.71%) Kimball Methodology
Programming Languages
1 10 (35.71%) SQL
2 5 (17.86%) T-SQL
3 4 (14.29%) Data Analysis Expressions (DAX)
4 3 (10.71%) PL/SQL
5 1 (3.57%) Python
Qualifications
1 7 (25.00%) Degree
1 7 (25.00%) HND
Quality Assurance & Compliance
1 1 (3.57%) Data Quality
Vendors
1 3 (10.71%) Microsoft
1 3 (10.71%) Oracle
2 1 (3.57%) Alteryx
2 1 (3.57%) SAP