Period
to 16 December 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 16 December 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > North East
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 80 94 94
Rank change year-on-year +14 0 +5
Permanent jobs citing ETL 37 27 19
As % of all permanent IT jobs advertised in the North East 2.67% 1.78% 1.32%
As % of the Processes & Methodologies category 2.86% 1.97% 1.51%
Number of salaries quoted 35 23 18
North East median annual salary £40,000 £35,500 £40,000
Median salary % change year-on-year +12.68% -11.25% +2.98%
10th Percentile £32,250 £31,350 £32,000
90th Percentile £71,033 £55,000 £49,000
England median annual salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76% +5.00%

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 1,293 1,374 1,258
As % of all permanent IT jobs advertised in the North East 93.16% 90.81% 87.30%
Number of salaries quoted 1,031 1,189 1,052
North East median annual salary £40,000 £40,000 £38,000
Median salary % change year-on-year - +5.26% -5.00%
10th Percentile £22,250 £24,250 £23,888
90th Percentile £65,000 £61,300 £58,750
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 16 December 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 16 December 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 +7 29 £42,500 -2.86% 6
Durham +16 8 £37,500 +7.14% 2
ETL
England

For the 6 months to 16 December 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 31 (83.78%) SQL
1 31 (83.78%) Business Intelligence
2 22 (59.46%) SQL Server Integration Services
3 17 (45.95%) SQL Server Reporting Services
3 17 (45.95%) Agile Software Development
3 17 (45.95%) Data Modelling
3 17 (45.95%) Power BI
4 16 (43.24%) Data Warehouse
4 16 (43.24%) T-SQL
4 16 (43.24%) SQL Server
5 14 (37.84%) Microsoft
6 10 (27.03%) SQL Server Analysis Services
7 8 (21.62%) Microsoft Azure
7 8 (21.62%) Analytics
7 8 (21.62%) Data Analysis
7 8 (21.62%) Oracle
8 7 (18.92%) Scrum
8 7 (18.92%) Coaching
8 7 (18.92%) Apache Hive
9 6 (16.22%) Tableau
9 6 (16.22%) Apache Spark
9 6 (16.22%) Relational Database
9 6 (16.22%) Microsoft Excel
9 6 (16.22%) Data Engineering
10 5 (13.51%) Mentoring
10 5 (13.51%) Unix
10 5 (13.51%) Migration
10 5 (13.51%) Python
10 5 (13.51%) Data Structures
10 5 (13.51%) Spark SQL

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 6 (16.22%) Apache Spark
2 2 (5.41%) IIS
2 2 (5.41%) Oracle SOA Suite
2 2 (5.41%) WebLogic
Applications
1 6 (16.22%) Microsoft Excel
Business Applications
1 1 (2.70%) Infor CloudSuite
1 1 (2.70%) Infor M3
1 1 (2.70%) SAP ERP
Cloud Services
1 8 (21.62%) Microsoft Azure
2 5 (13.51%) GitHub
3 2 (5.41%) Amazon AWS
3 2 (5.41%) SaaS
4 1 (2.70%) Azure Data Factory
Communications & Networking
1 1 (2.70%) SMS
Database & Business Intelligence
1 22 (59.46%) SQL Server Integration Services
2 17 (45.95%) Power BI
2 17 (45.95%) SQL Server Reporting Services
3 16 (43.24%) Data Warehouse
3 16 (43.24%) SQL Server
4 10 (27.03%) SQL Server Analysis Services
5 7 (18.92%) Apache Hive
6 6 (16.22%) Relational Database
7 5 (13.51%) Big Data
7 5 (13.51%) Spark SQL
8 4 (10.81%) Hadoop
8 4 (10.81%) HBase
8 4 (10.81%) MongoDB
8 4 (10.81%) NoSQL
8 4 (10.81%) Pentaho
9 3 (8.11%) Apache Cassandra
9 3 (8.11%) OLAP
9 3 (8.11%) OLAP Cube
9 3 (8.11%) SQL Server 2012
9 3 (8.11%) Sqoop
Development Applications
1 2 (5.41%) JDeveloper
1 2 (5.41%) JIRA
General
1 3 (8.11%) Advertising
1 3 (8.11%) Finance
2 2 (5.41%) Retail
3 1 (2.70%) Back Office
3 1 (2.70%) Games
Job Titles
1 21 (56.76%) Developer
2 14 (37.84%) Business Intelligence Developer
3 6 (16.22%) Data Engineer
4 5 (13.51%) SQL Developer
5 3 (8.11%) Analyst
5 3 (8.11%) Big Data Engineer
5 3 (8.11%) Business Developer
5 3 (8.11%) Business Intelligence Analyst
5 3 (8.11%) Python Engineer
5 3 (8.11%) SQL BI Developer
5 3 (8.11%) Systems Developer
6 2 (5.41%) Business Intelligence Lead
6 2 (5.41%) Cognos Developer
6 2 (5.41%) Data Warehouse Developer
6 2 (5.41%) DBA
6 2 (5.41%) Head of Digital
6 2 (5.41%) Oracle DBA
6 2 (5.41%) Senior Data Engineer
6 2 (5.41%) SSIS Developer
6 2 (5.41%) SSRS Developer
Libraries, Frameworks & Software Standards
1 5 (13.51%) Spark Streaming
2 3 (8.11%) Kafka
3 2 (5.41%) .NET
3 2 (5.41%) Oracle Streams
Miscellaneous
1 5 (13.51%) Data Structures
2 3 (8.11%) Analytical Skills
3 2 (5.41%) Replication
3 2 (5.41%) Tandem
4 1 (2.70%) Greenfield Project
4 1 (2.70%) Management Information System
4 1 (2.70%) Online Games
Operating Systems
1 5 (13.51%) Unix
2 2 (5.41%) Linux
2 2 (5.41%) Windows
Processes & Methodologies
1 31 (83.78%) Business Intelligence
2 17 (45.95%) Agile Software Development
2 17 (45.95%) Data Modelling
3 8 (21.62%) Analytics
3 8 (21.62%) Data Analysis
4 7 (18.92%) Coaching
4 7 (18.92%) Scrum
5 6 (16.22%) Data Engineering
6 5 (13.51%) Mentoring
6 5 (13.51%) Migration
6 5 (13.51%) Visualisation
7 4 (10.81%) Data Visualisation
8 3 (8.11%) Data Architecture
8 3 (8.11%) Data Extraction
8 3 (8.11%) Data Integration
8 3 (8.11%) Decision-Making
8 3 (8.11%) Digital Transformation Programme
8 3 (8.11%) Machine Learning
8 3 (8.11%) SOA
8 3 (8.11%) Use Case
Programming Languages
1 31 (83.78%) SQL
2 16 (43.24%) T-SQL
3 5 (13.51%) Python
3 5 (13.51%) Scala
4 3 (8.11%) C#
4 3 (8.11%) Java
4 3 (8.11%) VBA
5 2 (5.41%) PL/SQL
5 2 (5.41%) VB.NET
6 1 (2.70%) ABAP
6 1 (2.70%) R
Qualifications
1 2 (5.41%) Degree
1 2 (5.41%) ITIL Certification
Quality Assurance & Compliance
1 4 (10.81%) Data Quality
2 2 (5.41%) SLA
3 1 (2.70%) QA
System Software
1 3 (8.11%) Apache Flume
1 3 (8.11%) HDFS
Systems Management
1 5 (13.51%) Oozie
2 2 (5.41%) Oracle RMAN
Vendors
1 14 (37.84%) Microsoft
2 8 (21.62%) Oracle
3 6 (16.22%) Tableau
4 5 (13.51%) Hortonworks
5 4 (10.81%) Cloudera
6 2 (5.41%) Cognos
7 1 (2.70%) Infor
7 1 (2.70%) Informatica
7 1 (2.70%) SAP