Period
to 22 October 2018

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 22 October 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > North East
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 77 92 103
Rank change year-on-year +15 +11 +4
Permanent jobs citing ETL 38 11 18
As % of all permanent IT jobs advertised in the North East 2.69% 0.96% 1.23%
As % of the Processes & Methodologies category 2.91% 1.06% 1.43%
Number of salaries quoted 35 11 18
North East median annual salary £38,500 £45,000 £41,500
Median salary % change year-on-year -14.44% +8.43% -4.60%
10th Percentile £31,450 £32,500 £32,350
90th Percentile £75,000 £60,000 £65,000
England median annual salary £53,101 £50,000 £52,000
% change year-on-year +6.20% -3.85% -0.95%

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 1,307 1,039 1,263
As % of all permanent IT jobs advertised in the North East 92.37% 90.35% 86.63%
Number of salaries quoted 1,066 891 1,090
North East median annual salary £40,000 £38,959 £40,000
Median salary % change year-on-year +2.67% -2.60% -
10th Percentile £22,000 £23,250 £25,725
90th Percentile £64,000 £58,750 £60,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

ETL
Job Vacancy Trend in the North East

Job postings citing ETL as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in the North East.

Salary trend for ETL in the North East

ETL
Salary Histogram in the North East

The salary distribution of IT jobs citing ETL in the North East over the 6 months to 22 October 2018.

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 22 October 2018. 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
Tyne and Wear -3 30 £42,500 -5.56% 7
Durham +22 8 £37,500 -6.25% 3
ETL
England

For the 6 months to 22 October 2018, 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 35 (92.11%) Business Intelligence
2 29 (76.32%) SQL
3 25 (65.79%) SQL Server Integration Services
4 24 (63.16%) SQL Server
5 23 (60.53%) Data Warehouse
6 22 (57.89%) Power BI
7 21 (55.26%) SQL Server Reporting Services
8 19 (50.00%) Data Modelling
9 17 (44.74%) Microsoft
10 15 (39.47%) T-SQL
10 15 (39.47%) SQL Server Analysis Services
11 12 (31.58%) Agile Software Development
12 8 (21.05%) Data Architecture
12 8 (21.05%) Microsoft Azure
12 8 (21.05%) Data Quality
12 8 (21.05%) Analytics
13 7 (18.42%) Relational Database
13 7 (18.42%) Advertising
13 7 (18.42%) Migration
13 7 (18.42%) Microsoft Excel
14 6 (15.79%) .NET
14 6 (15.79%) C#
14 6 (15.79%) Scrum
14 6 (15.79%) Tableau
14 6 (15.79%) ETL Development
15 5 (13.16%) Data Structures
15 5 (13.16%) Demand Management
15 5 (13.16%) Visualisation
15 5 (13.16%) Data Visualisation
15 5 (13.16%) Pentaho

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 2 (5.26%) IIS
1 2 (5.26%) Oracle SOA Suite
1 2 (5.26%) WebLogic
Applications
1 7 (18.42%) Microsoft Excel
Business Applications
1 1 (2.63%) Infor CloudSuite
1 1 (2.63%) Infor M3
Cloud Services
1 8 (21.05%) Microsoft Azure
2 2 (5.26%) Amazon AWS
2 2 (5.26%) SaaS
Communications & Networking
1 1 (2.63%) SMS
Database & Business Intelligence
1 25 (65.79%) SQL Server Integration Services
2 24 (63.16%) SQL Server
3 23 (60.53%) Data Warehouse
4 22 (57.89%) Power BI
5 21 (55.26%) SQL Server Reporting Services
6 15 (39.47%) SQL Server Analysis Services
7 7 (18.42%) Relational Database
8 5 (13.16%) Pentaho
9 4 (10.53%) OLAP
9 4 (10.53%) OLAP Cube
9 4 (10.53%) QlikView
9 4 (10.53%) SQL Server 2012
9 4 (10.53%) SQL Server 2014
10 2 (5.26%) Amazon Redshift
10 2 (5.26%) Cognos Framework Manager
10 2 (5.26%) Cognos Report Studio
10 2 (5.26%) Oracle Database
10 2 (5.26%) Oracle Database 11g
10 2 (5.26%) RDBMS
11 1 (2.63%) Snowflake Schema
Development Applications
1 2 (5.26%) JDeveloper
1 2 (5.26%) JIRA
General
1 7 (18.42%) Advertising
2 3 (7.89%) Finance
3 2 (5.26%) Retail
4 1 (2.63%) Back Office
4 1 (2.63%) Games
Job Titles
1 26 (68.42%) Developer
2 20 (52.63%) Business Intelligence Developer
3 8 (21.05%) Business Developer
4 5 (13.16%) Business Intelligence Lead
4 5 (13.16%) ETL Developer
4 5 (13.16%) SQL Developer
4 5 (13.16%) SSIS Developer
4 5 (13.16%) SSRS Developer
5 4 (10.53%) Senior Business Intelligence Developer
5 4 (10.53%) Senior Developer
5 4 (10.53%) Senior ETL Developer
5 4 (10.53%) SQL BI Developer
5 4 (10.53%) SSAS Developer
6 3 (7.89%) Data Engineer
6 3 (7.89%) Data Warehouse Developer
7 2 (5.26%) Business Intelligence Analyst
7 2 (5.26%) Cognos Developer
7 2 (5.26%) Oracle DBA
7 2 (5.26%) Senior Data Engineer
7 2 (5.26%) Systems Developer
Libraries, Frameworks & Software Standards
1 6 (15.79%) .NET
2 4 (10.53%) .NET Framework
2 4 (10.53%) RESTful
2 4 (10.53%) SOAP
3 2 (5.26%) Oracle Streams
Miscellaneous
1 5 (13.16%) Data Structures
2 4 (10.53%) NHS
3 3 (7.89%) Analytical Skills
4 2 (5.26%) Management Information System
4 2 (5.26%) Replication
4 2 (5.26%) Tandem
5 1 (2.63%) Online Games
Operating Systems
1 2 (5.26%) Linux
1 2 (5.26%) Windows
Processes & Methodologies
1 35 (92.11%) Business Intelligence
2 19 (50.00%) Data Modelling
3 12 (31.58%) Agile Software Development
4 8 (21.05%) Analytics
4 8 (21.05%) Data Architecture
5 7 (18.42%) Migration
6 6 (15.79%) ETL Development
6 6 (15.79%) Scrum
7 5 (13.16%) Data Extraction
7 5 (13.16%) Data Visualisation
7 5 (13.16%) Demand Management
7 5 (13.16%) Visualisation
8 4 (10.53%) Data Analysis
8 4 (10.53%) Decision-Making
9 3 (7.89%) SOA
10 2 (5.26%) Change Data Capture
10 2 (5.26%) Data Cleansing
10 2 (5.26%) Defect Management
10 2 (5.26%) ITIL
10 2 (5.26%) Kimball Methodology
Programming Languages
1 29 (76.32%) SQL
2 15 (39.47%) T-SQL
3 6 (15.79%) C#
4 3 (7.89%) VBA
5 2 (5.26%) PL/SQL
5 2 (5.26%) VB.NET
6 1 (2.63%) Python
Qualifications
1 3 (7.89%) Degree
2 2 (5.26%) ITIL Certification
3 1 (2.63%) Security Cleared
Quality Assurance & Compliance
1 8 (21.05%) Data Quality
2 5 (13.16%) SLA
3 1 (2.63%) GDPR
3 1 (2.63%) QA
Systems Management
1 2 (5.26%) Oracle RMAN
Vendors
1 17 (44.74%) Microsoft
2 6 (15.79%) Tableau
3 3 (7.89%) Cognos
3 3 (7.89%) Oracle
4 1 (2.63%) Cloudera
4 1 (2.63%) Infor